tadm_merge_test.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import warnings\n",
    "import pytz\n",
    "warnings.filterwarnings('ignore')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "metadata": {},
   "outputs": [],
   "source": [
    "class nmdx_file_parser:\n",
    "    \"\"\"\n",
    "    A class used to read raw data file(s) and convert to flat format.\n",
    "\n",
    "    Methods\n",
    "    -------\n",
    "    scrapeFile(file=None, env=None)\n",
    "        Scrapes data from one raw data file.\n",
    "    \"\"\"\n",
    "    def __init__(self):\n",
    "        self.file_data = {}\n",
    "\n",
    "    def readChannelData(file, sheet, channel):\n",
    "\n",
    "        channelData_all = pd.read_excel(io=file,sheet_name=sheet)\n",
    "        if len(channelData_all) > 0:\n",
    "            ChannelRawStart = channelData_all[channelData_all['Sample ID']=='Raw'].index.values[0] + 1\n",
    "            ChannelRawEnd = channelData_all[channelData_all['Sample ID']=='Normalized'].index.values[0] - 2\n",
    "            ChannelRaw = channelData_all.loc[ChannelRawStart:ChannelRawEnd]\n",
    "            ChannelRaw['Processing Step'] = 'Raw'\n",
    "\n",
    "            ChannelNormStart = channelData_all[channelData_all['Sample ID']=='Normalized'].index.values[0] + 1\n",
    "            ChannelNormEnd = channelData_all[channelData_all['Sample ID']=='SecondDerivative'].index.values[0] - 2\n",
    "            ChannelNorm = channelData_all.loc[ChannelNormStart:ChannelNormEnd]\n",
    "            ChannelNorm['Processing Step'] = 'Normalized'\n",
    "\n",
    "            Channel2ndStart = channelData_all[channelData_all['Sample ID']=='SecondDerivative'].index.values[0] + 1\n",
    "\n",
    "            if 'Modulated' in channelData_all['Sample ID'].unique():\n",
    "                Channel2ndEnd = channelData_all[channelData_all['Sample ID']=='Modulated'].index.values[0] - 2\n",
    "                ChannelModulatedStart = channelData_all[channelData_all['Sample ID']=='Modulated'].index.values[0] + 1\n",
    "                ChannelModulated = channelData_all.loc[ChannelModulatedStart:ChannelModulatedStart+len(ChannelRaw)]\n",
    "                ChannelModulated['Processing Step'] = 'Modulated'\n",
    "                Channel2nd = channelData_all.loc[Channel2ndStart:Channel2ndEnd]\n",
    "                Channel2nd['Processing Step'] = '2nd'\n",
    "\n",
    "                if len(ChannelRaw) == len(ChannelNorm) and len(ChannelRaw) == len(Channel2nd) and len(ChannelRaw) == len(ChannelModulated):\n",
    "\n",
    "                    ChannelFinal = pd.concat([ChannelRaw, ChannelNorm, Channel2nd, ChannelModulated],axis=0)\n",
    "                    ChannelFinal['Channel'] = channel\n",
    "                    ChannelFinal.set_index(['Test Guid', 'Replicate Number'],inplace=True)\n",
    "                else:\n",
    "                    print(\"Error in parsing Datablocks\")\n",
    "            else:\n",
    "                Channel2nd = channelData_all.loc[Channel2ndStart:Channel2ndStart+len(ChannelRaw)]\n",
    "                Channel2nd['Processing Step'] = '2nd'\n",
    "                #if len(ChannelRaw) == len(ChannelNorm) and len(ChannelRaw) == len(Channel2nd):\n",
    "                ChannelFinal = pd.concat([ChannelRaw, ChannelNorm, Channel2nd],axis=0)\n",
    "                ChannelFinal['Channel'] = channel\n",
    "                ChannelFinal.set_index(['Test Guid', 'Replicate Number'],inplace=True)\n",
    "\n",
    "\n",
    "        else:\n",
    "            ChannelFinal = pd.DataFrame()\n",
    "\n",
    "\n",
    "\n",
    "        return ChannelFinal\n",
    "    \n",
    "    def readRawData(file):\n",
    "        channelDict = {'Green_470_510':'Green',\n",
    "                    'Yellow_530_555':'Yellow',\n",
    "                    'Orange_585_610':'Orange',\n",
    "                    'Red_625_660':'Red',\n",
    "                    'Far_Red_680_715':'Far_Red'}\n",
    "\n",
    "        Summary_Tab = pd.read_excel(io=file,sheet_name='Summary',header=2)\n",
    "        COC_Tab = pd.read_excel(io=file,sheet_name='Chain of Custody')\n",
    "        Summary_COC_Data = Summary_Tab.set_index(['Test Guid', 'Replicate Number']).join(COC_Tab.set_index(['Test Guid', 'Replicate Number']).loc[:, [x for x in COC_Tab.columns if x not in Summary_Tab.columns]])\n",
    "\n",
    "\n",
    "        channelDataDict = {}\n",
    "        for channel in channelDict:\n",
    "            channelDataDict[channel] = nmdx_file_parser.readChannelData(file, channel, channelDict[channel])\n",
    "        channelDataFinal = pd.concat([channelDataDict[df] for df in channelDataDict if len(channelDataDict[df])>0],axis=0)\n",
    "\n",
    "        \n",
    "        channelDataFinal.set_index(['Target Result Guid', 'Processing Step', 'Channel'],append=True,inplace=True)\n",
    "        for i in range(1,256):\n",
    "            if \"Readings \"+ str(i) not in channelDataFinal.columns:\n",
    "                channelDataFinal[\"Readings \"+str(i)] = np.nan\n",
    "        channelDataFinal_readings = channelDataFinal.loc[:, ['Readings '+str(i) for i in range(1,256)]]\n",
    "        channelDataFinal_summary = channelDataFinal.swaplevel(3,0).swaplevel(3,1).swaplevel(3,2)\n",
    "        channelDataFinal_summary = channelDataFinal_summary.loc['Raw'].drop(['Readings '+str(i) for i in range(1,256)],axis=1)\n",
    "\n",
    "        return Summary_COC_Data, channelDataFinal_summary, channelDataFinal_readings\n",
    "    \n",
    "    def retrieveConsumableLots(data, consumable_types=['Pcr Cartridge', 'Capture Plate', 'Test Strip NeuMoDx', 'Buffer', 'Release Reagent', 'Wash Reagent']):\n",
    "        \"\"\"\n",
    "        Retrieves Lot information for NMDX Consumables from Barcode String\n",
    "        :param consumable_types: list-like List of Consumables to get Data For.\n",
    "        \"\"\"\n",
    "    \n",
    "        for consumable_type in consumable_types:\n",
    "            data[consumable_type+\" Lot\"] = data[consumable_type+\" Barcode\"].str[18:24]\n",
    "\n",
    "        return data\n",
    "\n",
    "    def retrieveConsumableSerials(data, consumable_types=['Pcr Cartridge', 'Capture Plate', 'Test Strip NeuMoDx', 'Buffer', 'Release Reagent', 'Wash Reagent']):\n",
    "        \"\"\"\n",
    "        Retrieves Consumable Serial information for NMDX Consumables from Barcode String\n",
    "        :param consumable_types: list-like List of Consumables to get Data For\n",
    "        \"\"\"\n",
    "        \n",
    "        for consumable_type in consumable_types:\n",
    "            data[consumable_type+\" Serial\"] = data[consumable_type+\" Barcode\"].str[27:32]\n",
    "\n",
    "        return data\n",
    "\n",
    "    def retrieveConsumableExpiration(data, consumable_types=['Pcr Cartridge', 'Capture Plate', 'Test Strip NeuMoDx', 'Buffer', 'Release Reagent', 'Wash Reagent']):\n",
    "        \"\"\"\n",
    "        Retrieves Expiration Date information for NMDX Consumables from Barcode String\n",
    "        :param consumable_types: list-like List of Consumables to get Data For.\n",
    "        \"\"\"\n",
    "    \n",
    "        for consumable_type in consumable_types:\n",
    "            data[consumable_type+\" EXP Date\"] = data[consumable_type+\" Barcode\"].str[-6:].apply(lambda x: pd.to_datetime(arg=x, format=\"%y%m%d\"))\n",
    "\n",
    "        return data\n",
    "\n",
    "    def getRawMinusBlankCheckReads(self, data):\n",
    "        \"\"\"\n",
    "        A Function used to calculate the Difference between the First three Raw Readings and Blank Check Values for each target result included in dataset provided\n",
    "        Parameters\n",
    "        ----------\n",
    "        data (pandas.DataFrame) = DataFrame to be used for Calculation.\n",
    "        \"\"\"\n",
    "        RawReadsMinusBlankCheckFrame = data.reset_index()[['Processing Step', 'Test Guid', 'Replicate Number', 'Target Result Guid']+['Readings 1', 'Readings 2', 'Readings 3', 'Blank Reading']].copy()\n",
    "        RawReadsMinusBlankCheckFrame.set_index(['Processing Step', 'Test Guid', 'Replicate Number', 'Target Result Guid'],inplace=True)\n",
    "        RawReadsMinusBlankCheckFrame_Raw = RawReadsMinusBlankCheckFrame.loc['Raw']\n",
    "        RawReadsMinusBlankCheckFrame_Raw['Blank Check - 1st 3 Reads'] = RawReadsMinusBlankCheckFrame_Raw[['Readings 1', 'Readings 2', 'Readings 3']].mean(axis=1) - RawReadsMinusBlankCheckFrame_Raw['Blank Reading']\n",
    "        RawReadsMinusBlankCheckFrame = RawReadsMinusBlankCheckFrame.join(RawReadsMinusBlankCheckFrame_Raw[['Blank Check - 1st 3 Reads']])\n",
    "        data['Blank Check - 1st 3 Reads'] = RawReadsMinusBlankCheckFrame['Blank Check - 1st 3 Reads'].values\n",
    "    \n",
    "    def channelParametersFlattener(self, data, stats=['Target Name', 'Localized Result', 'Ct', 'End Point Fluorescence', 'EPR', 'Max Peak Height', 'Baseline Slope', 'Baseline Y Intercept', 'Blank Check - 1st 3 Reads']):\n",
    "        \"\"\"\n",
    "        Retrieves Channel Specific stats and returns them all channels in one-dimmensional column.\n",
    "        stats:  Which Stats to flatten.\n",
    "        \"\"\"\n",
    "        channel_stats = data.reset_index().drop_duplicates(['Test Guid', 'Channel', 'Replicate Number']).set_index(['Test Guid', 'Replicate Number']).loc[:, stats+['Channel']]\n",
    "\n",
    "        channel_stats = channel_stats.reset_index().pivot(columns='Channel',values=stats,index=['Test Guid', 'Replicate Number'])\n",
    "        channel_stats.columns = [y+\" \"+x for (x,y) in channel_stats.columns]\n",
    "        data = data.reset_index().set_index(['Test Guid', 'Replicate Number']).join(channel_stats)\n",
    "        return data\n",
    "\n",
    "    def scrapeFile(self, file, filename):\n",
    "           \n",
    "        #time = pd.Timestamp.now()\n",
    "\n",
    "        summary_coc, channel_summary, channel_readings = nmdx_file_parser.readRawData(file)\n",
    "        for col in channel_summary.columns:\n",
    "            if 'Barcode' in col:\n",
    "                channel_summary[col] = channel_summary[col].astype(str)\n",
    "                channel_summary[col] = channel_summary[col].str.replace(\"_x001D_\", \" \")\n",
    "        channel_summary = channel_summary.astype(object).where(pd.notna(channel_summary), None)\n",
    "\n",
    "\n",
    "        for col in summary_coc.columns:\n",
    "            if 'Barcode' in col:\n",
    "                summary_coc[col] = summary_coc[col].astype(str)\n",
    "                summary_coc[col] = summary_coc[col].str.replace(\"_x001D_\", \" \")\n",
    "            if 'ADP Position' in col:\n",
    "                summary_coc[col] = summary_coc[col].astype(str)\n",
    "        summary_coc = summary_coc.astype(object).where(pd.notna(summary_coc), None)\n",
    "        for col in summary_coc.loc[:, [col for col in summary_coc if 'Date' in col]].columns:\n",
    "            summary_coc[col] = pd.to_datetime(summary_coc[col], utc=False).apply(lambda x: x.replace(tzinfo=pytz.utc))\n",
    "        \n",
    "        channel_readings = channel_readings.astype(object).where(pd.notna(channel_readings), None)\n",
    "\n",
    "        channel_summary['File Source'] = filename\n",
    "        channel_readings['File Source'] = filename\n",
    "        summary_coc['File Source'] = filename\n",
    "        summary_coc.rename({'Flags':'Summary Flags'},axis=1,inplace=True)\n",
    "        channel_summary.rename({'Flags':'Channel Flags'},axis=1,inplace=True)\n",
    "        summary_coc = nmdx_file_parser.retrieveConsumableLots(summary_coc)\n",
    "        summary_coc = nmdx_file_parser.retrieveConsumableSerials(summary_coc)\n",
    "        summary_coc = nmdx_file_parser.retrieveConsumableExpiration(summary_coc)\n",
    "\n",
    "         \n",
    "        \n",
    "        \n",
    "\n",
    "        flat_data = summary_coc.join(channel_summary.loc[:, [x for x in channel_summary.columns if x not in summary_coc.columns]]).join(channel_readings.loc[:, [x for x in channel_readings.columns if x not in channel_summary.columns]])\n",
    "        self.getRawMinusBlankCheckReads(flat_data)\n",
    "        flat_data = self.channelParametersFlattener(flat_data)\n",
    "        ##Add Target Result / Localized Result columns if not in flat_data columns\n",
    "        if 'Localized Result' not in flat_data.columns:\n",
    "            flat_data['Localized Result'] = np.nan\n",
    "        \n",
    "        if 'Target Result' not in flat_data.columns:\n",
    "            flat_data['Target Result'] = np.nan\n",
    "\n",
    "        return flat_data.reset_index()\n",
    "\n",
    "\n",
    "class TadmHelper:\n",
    "\n",
    "    def __init__(self, raw_data):\n",
    "        \"\"\"\n",
    "        Parameters\n",
    "        ----------\n",
    "        raw_data pd.DataFrame: A Raw Data DataFrame in Flat format.\n",
    "        \"\"\"\n",
    "        self.tadm_data = pd.DataFrame()\n",
    "        self.raw_data = raw_data.copy()\n",
    "        self.channels = sorted(raw_data['Channel'].unique()) \n",
    "        self.raw_data.drop_duplicates(subset=['Test Guid', 'Replicate Number'], inplace=True)\n",
    "        self.raw_data_liquid_handle_processes = self.raw_data[['Test Guid', 'Replicate Number', 'Sample ID', 'Start Date/Time', 'LHPA Start Date Time', 'LHPB Start Date Time', 'LHPC Start Date Time', 'PCR Start Date Time', 'LHPA ADP Position', 'LHPB ADP Position', 'LHPC ADP Position']]\n",
    "\n",
    "        self.processGroups = {}\n",
    "        for process in ['LHPA', 'LHPB', 'LHPC']:\n",
    "            self.processGroups[process] = self.raw_data[[process+' Start Date Time']].drop_duplicates([process+' Start Date Time']).dropna().sort_values(process+' Start Date Time').reset_index(drop=True)\n",
    "\n",
    "\n",
    "    def get_tadms(self, file_dir):\n",
    "        \"\"\"\n",
    "        A function used to prepare a the tadm_data by merging together data found within a directory.\n",
    "\n",
    "        Parameters\n",
    "        ----------\n",
    "        file_dir (str): Name of File Directory to Search for Files within.\n",
    "        \"\"\"\n",
    "        files = ['Example/'+x for x in os.listdir(file_dir)]\n",
    "        files\n",
    "        curvefile = [x for x in files if 'Curves' in x][0]\n",
    "        curves_df = pd.read_csv(curvefile).set_index(['CurveID', 'Sheet'])\n",
    "        pressurevalues = {}\n",
    "        ##Get unique pressurevalues\n",
    "        for pressurevalue in curves_df.index.unique(1):\n",
    "            df = pd.read_csv([x for x in files if pressurevalue in x][0])\n",
    "            df = df.set_index('Time').transpose()\n",
    "            df['Sheet'] = pressurevalue\n",
    "            df.index.names = ['CurveID']\n",
    "            df.reset_index(inplace=True)\n",
    "            df['CurveID'] = df['CurveID'].astype(int)\n",
    "            df.set_index(['CurveID','Sheet'], inplace=True)\n",
    "            df = df.join(curves_df)\n",
    "            pressurevalues[pressurevalue] = df\n",
    "\n",
    "        self.tadm_data = pd.concat([pressurevalues[df] for df in pressurevalues],axis=0).set_index(['LiquidClassName',\n",
    "                                                                                    'Volume',\n",
    "                                                                                    'StepType',\n",
    "                                                                                    'Channel',\n",
    "                                                                                    'Time',\n",
    "                                                                                    'StepNumber',\n",
    "                                                                                    'TadmMode',\n",
    "                                                                                    'TadmError'],append=True)\n",
    "\n",
    "    def closest_match(self, sample, main_process, max_time_offset=15, min_time_offset=0):\n",
    "        \"\"\"\n",
    "        A function used to apply fuzzy logic to find tadms associated with a NeuMoDx Sample\n",
    "\n",
    "        Parameters:\n",
    "        ----------\n",
    "        Sample (pd.DataFrame):  a slice of one row of data from NeuMoDx Raw Data\n",
    "        main_process (str): Main Liquid Handling Process (LHPA, LHPB, LHPC) to use as time reference. \n",
    "        max_time_offset (int): An offset in seconds to apply to the maximum time bound applied to TADM search range.\n",
    "        min_time_offset (int): An offset in seconds to apply to the minimum time bound applied to TADM search range.\n",
    "        \"\"\"\n",
    "        def find_tadms(channel, repeat_offset=0):\n",
    "            ##Get Test Guid of Sample\n",
    "            test_guid = sample['Test Guid'].values[0]\n",
    "            rep_number = sample['Replicate Number'].values[0]\n",
    "            \n",
    "            ##Convert Associated Start Date Time to be utc agnostic\n",
    "            sample[main_process+' Start Date Time'] = sample[main_process+' Start Date Time'].apply(lambda x: x.replace(tzinfo=pytz.utc))\n",
    "            \n",
    "            ##Get Time of associated Sample\n",
    "            time = sample[main_process+' Start Date Time'].astype('datetime64[ns]').values[0]\n",
    "            \n",
    "            ##Determine the processing group sample is associated with\n",
    "            processGroupTimes = self.processGroups[main_process]\n",
    "            processGroupTimes[main_process+\" Start Date Time\"] = processGroupTimes[main_process+\" Start Date Time\"].astype('datetime64[ns]')\n",
    "            processGroupTimes['Reference Time'] = time\n",
    "            processGroupTimes['Delta Time'] = abs(processGroupTimes[main_process+\" Start Date Time\"]-processGroupTimes['Reference Time'])\n",
    "            \n",
    "            ##Determine Minimum and Maximum Bounds for time allowed to search within.\n",
    "            minimum_time_bound_index = processGroupTimes.loc[processGroupTimes['Delta Time']==processGroupTimes['Delta Time'].min(), main_process+\" Start Date Time\"].index.values[0]\n",
    "            \n",
    "            ##Apply a -1 run group offset in the case of a first time repeated sample.\n",
    "            minimum_time_bound_index = minimum_time_bound_index - repeat_offset\n",
    "\n",
    "            ##Get Value of minimum_time_bound\n",
    "            minimum_time_bound = processGroupTimes.loc[minimum_time_bound_index, main_process+\" Start Date Time\"] - np.timedelta64(min_time_offset, 's')\n",
    "            time = processGroupTimes.loc[minimum_time_bound_index, main_process+\" Start Date Time\"]\n",
    "\n",
    "            if minimum_time_bound_index+1 < len(processGroupTimes):\n",
    "                maximum_time_bound = processGroupTimes.loc[minimum_time_bound_index+1, main_process+\" Start Date Time\"] + np.timedelta64(max_time_offset, 's')\n",
    "            else:\n",
    "                maximum_time_bound = minimum_time_bound + np.timedelta64(5, 'm')\n",
    "            \n",
    "\n",
    "            \n",
    "            ##Filter TADM Reference to only be for the Channel and Time Range allowed to search within\n",
    "            tadm_reference_channel = self.tadm_data.reset_index(['Channel', 'LiquidClassName', 'StepType','Time'])\n",
    "            tadm_reference_channel['Time'] = tadm_reference_channel['Time'].astype('datetime64[ns]')\n",
    "            tadm_reference_channel = tadm_reference_channel[((tadm_reference_channel['Channel']==channel)&\n",
    "                                                            (tadm_reference_channel['Time']>minimum_time_bound)&\n",
    "                                                            (tadm_reference_channel['Time']<maximum_time_bound))]\n",
    "            \n",
    "            \n",
    "            ##Determine Delta Time from Time observed for sample process\n",
    "            tadm_reference_channel['Reference Time'] = time\n",
    "            tadm_reference_channel['Delta Time'] = (tadm_reference_channel['Time']  - tadm_reference_channel['Reference Time']).astype('timedelta64[s]')\n",
    "\n",
    "            ##Add Test Guid to TADM reference\n",
    "            tadm_reference_channel['Test Guid'] = test_guid\n",
    "            tadm_reference_channel['Replicate Number'] = rep_number\n",
    "            tadm_reference_channel = tadm_reference_channel.reset_index()[['CurveID', 'Test Guid', 'Replicate Number', 'Delta Time', 'LiquidClassName', 'StepType']].sort_values('Delta Time')\n",
    "            \n",
    "            ##Filter to make sure that we are only grabbing TADMs that we would expect based on process.\n",
    "            if main_process == 'LHPB':\n",
    "                tadm_reference_channel = tadm_reference_channel[((tadm_reference_channel['LiquidClassName'].str.contains(main_process))|(tadm_reference_channel['LiquidClassName'].str.contains('High')))]\n",
    "            else:\n",
    "                tadm_reference_channel = tadm_reference_channel[((tadm_reference_channel['LiquidClassName'].str.contains(main_process)))]\n",
    "\n",
    "            ##Drop any duplicates that may have been found, keep lowest time delta.\n",
    "            tadm_reference_channel.drop_duplicates(['LiquidClassName','StepType'],keep='first',inplace=True)\n",
    "            \n",
    "            \n",
    "            return tadm_reference_channel\n",
    "\n",
    "\n",
    "        channel = sample.loc[:, main_process+' ADP Position'].values[0]\n",
    "        \n",
    "\n",
    "        ##Determine which Channel to work with and if a sample is a aborted, or repeated sample.\n",
    "        if pd.isnull(channel) or \"nan\" in channel:\n",
    "            print(\"channel not found error\")\n",
    "            return\n",
    "\n",
    "        elif \",\" in channel:\n",
    "            channel_1 = pd.to_numeric(channel[-1])\n",
    "            set1 = find_tadms(channel_1)\n",
    "            channel_2 = pd.to_numeric(channel[0])\n",
    "            set2 = find_tadms(channel_2, repeat_offset=1)\n",
    "            return pd.concat([set1, set2],axis=0).drop_duplicates(['CurveID'],keep='first')\n",
    "        else:\n",
    "            channel = pd.to_numeric(channel)\n",
    "            set1 = find_tadms(channel)\n",
    "            return set1\n",
    "\n",
    "    def tadm_hunter(self):\n",
    "        self.conversion_frame = pd.DataFrame(columns=['CurveID', 'Test Guid', 'Replicate Number'])\n",
    "        for id in self.raw_data_liquid_handle_processes.index.values:\n",
    "            for process in ['LHPA', 'LHPB', 'LHPC']:\n",
    "                self.conversion_frame = pd.concat([self.conversion_frame, self.closest_match(self.raw_data_liquid_handle_processes.loc[[id]], process)],axis=0)\n",
    "                \n",
    "        self.conversion_frame = self.conversion_frame[['Test Guid', 'Replicate Number', 'CurveID']].set_index(['Test Guid','Replicate Number', 'CurveID'])\n",
    "\n",
    "    def tadm_merger(self, include_XPCR_info=False, include_HM_info=False, include_TS_info=False, include_SP_info=False, include_ConsLot_info=False, include_ChannelResult_info=False):\n",
    "        raw_data_file_columns = ['Test Guid','Sample ID', 'Replicate Number','Overall Result','N500 Serial Number',]\n",
    "        \n",
    "        if include_XPCR_info == True:\n",
    "            raw_data_file_columns = raw_data_file_columns + ['XPCR Module Serial','XPCR Module Index','Pcr Cartridge Lane']\n",
    "\n",
    "        if include_HM_info:\n",
    "            raw_data_file_columns = raw_data_file_columns +['Heater Module Serial','Heater Module Index','Capture Plate Well']\n",
    "\n",
    "        if include_TS_info:\n",
    "            raw_data_file_columns = raw_data_file_columns +['Test Strip NeuMoDx Carrier', \n",
    "                                                            'Test Strip NeuMoDx Carrier Position', \n",
    "                                                            'Test Strip NeuMoDx Well',\n",
    "                                                            'Test Strip LDT Primer Probe Well',\n",
    "                                                            'Test Strip LDT Primer Carrier',\n",
    "                                                            'Test Strip LDT Primer Carrier Position',\n",
    "                                                            'Test Strip LDT Master Mix Carrier',\n",
    "                                                            'Test Strip LDT Master Mix Carrier Position',\n",
    "                                                            'Test Strip LDT Master Mix Well']\n",
    "\n",
    "        if include_SP_info: \n",
    "            raw_data_file_columns = raw_data_file_columns + ['Sample Type', \n",
    "                                                            'Sample Specimen Type', \n",
    "                                                            'Test Specimen Type', \n",
    "                                                            'Specimen Tube Type', \n",
    "                                                            'Assay Name', \n",
    "                                                            'Result Code', \n",
    "                                                            'Status']\n",
    "        if include_ConsLot_info:\n",
    "            raw_data_file_columns = raw_data_file_columns + ['LDT Test Strip Primer Probe Lot',\n",
    "                                                            'LDT Test Strip Master Mix Lot',\n",
    "                                                            'Pcr Cartridge Lot',\n",
    "                                                            'Capture Plate Lot',\n",
    "                                                            'Test Strip NeuMoDx Lot',\n",
    "                                                            'Buffer Lot',\n",
    "                                                            'Release Reagent Lot',\n",
    "                                                            'Wash Reagent Lot']\n",
    "        if include_ChannelResult_info:\n",
    "            for channel in self.channels:\n",
    "                raw_data_file_columns = raw_data_file_columns+[channel + \" \" + x for x in ['Localized Result', 'Ct', 'End Point Fluorescence', 'EPR', 'Max Peak Height', 'Baseline Slope', 'Baseline Y Intercept', 'Blank Check - 1st 3 Reads'] if channel + \" \" + x in self.raw_data.columns]\n",
    "\n",
    "        raw_data_index = self.raw_data.loc[:, raw_data_file_columns].set_index(['Test Guid', 'Replicate Number'])\n",
    "        raw_data_index = raw_data_index.join(self.conversion_frame)\n",
    "        merged_data = raw_data_index.join(self.tadm_data.reset_index().set_index('CurveID'))\n",
    "        return merged_data.reset_index().set_index(raw_data_file_columns+[x for x in self.tadm_data.index.names])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n",
      "channel not found error\n"
     ]
    }
   ],
   "source": [
    "myParser = nmdx_file_parser()\n",
    "raw_data = myParser.scrapeFile(file='Example/RawDataExport.NDX-03.12000112.2207211558.016653D0.xlsx', filename='test')\n",
    "myTadmHelper = TadmHelper(raw_data)\n",
    "myTadmHelper.get_tadms('Example')\n",
    "myTadmHelper.tadm_hunter()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>47900</th>\n",
       "      <th>47910</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Test Guid</th>\n",
       "      <th>Sample ID</th>\n",
       "      <th>Replicate Number</th>\n",
       "      <th>Overall Result</th>\n",
       "      <th>N500 Serial Number</th>\n",
       "      <th>XPCR Module Serial</th>\n",
       "      <th>XPCR Module Index</th>\n",
       "      <th>Pcr Cartridge Lane</th>\n",
       "      <th>Heater Module Serial</th>\n",
       "      <th>Heater Module Index</th>\n",
       "      <th>Capture Plate Well</th>\n",
       "      <th>Test Strip NeuMoDx Carrier</th>\n",
       "      <th>Test Strip NeuMoDx Carrier Position</th>\n",
       "      <th>Test Strip NeuMoDx Well</th>\n",
       "      <th>Test Strip LDT Primer Probe Well</th>\n",
       "      <th>Test Strip LDT Primer Carrier</th>\n",
       "      <th>Test Strip LDT Primer Carrier Position</th>\n",
       "      <th>Test Strip LDT Master Mix Carrier</th>\n",
       "      <th>Test Strip LDT Master Mix Carrier Position</th>\n",
       "      <th>Test Strip LDT Master Mix Well</th>\n",
       "      <th>Sample Type</th>\n",
       "      <th>Sample Specimen Type</th>\n",
       "      <th>Test Specimen Type</th>\n",
       "      <th>Specimen Tube Type</th>\n",
       "      <th>Assay Name</th>\n",
       "      <th>Result Code</th>\n",
       "      <th>Status</th>\n",
       "      <th>LDT Test Strip Primer Probe Lot</th>\n",
       "      <th>LDT Test Strip Master Mix Lot</th>\n",
       "      <th>Pcr Cartridge Lot</th>\n",
       "      <th>Capture Plate Lot</th>\n",
       "      <th>Test Strip NeuMoDx Lot</th>\n",
       "      <th>Buffer Lot</th>\n",
       "      <th>Release Reagent Lot</th>\n",
       "      <th>Wash Reagent Lot</th>\n",
       "      <th>Green Localized Result</th>\n",
       "      <th>Green Ct</th>\n",
       "      <th>Green End Point Fluorescence</th>\n",
       "      <th>Green EPR</th>\n",
       "      <th>Green Max Peak Height</th>\n",
       "      <th>Green Baseline Slope</th>\n",
       "      <th>Green Baseline Y Intercept</th>\n",
       "      <th>Green Blank Check - 1st 3 Reads</th>\n",
       "      <th>Yellow Localized Result</th>\n",
       "      <th>Yellow Ct</th>\n",
       "      <th>Yellow End Point Fluorescence</th>\n",
       "      <th>Yellow EPR</th>\n",
       "      <th>Yellow Max Peak Height</th>\n",
       "      <th>Yellow Baseline Slope</th>\n",
       "      <th>Yellow Baseline Y Intercept</th>\n",
       "      <th>Yellow Blank Check - 1st 3 Reads</th>\n",
       "      <th>CurveID</th>\n",
       "      <th>Sheet</th>\n",
       "      <th>LiquidClassName</th>\n",
       "      <th>Volume</th>\n",
       "      <th>StepType</th>\n",
       "      <th>Channel</th>\n",
       "      <th>Time</th>\n",
       "      <th>StepNumber</th>\n",
       "      <th>TadmMode</th>\n",
       "      <th>TadmError</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "  <tbody>\n",
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       "      <th rowspan=\"5\" valign=\"top\">0080c1ae-1609-ed11-85f4-5cf370a20867</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">BKV 10m4 U R10</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">1</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">Indeterminate</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">12000112</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">V639</th>\n",
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       "      <th rowspan=\"5\" valign=\"top\">3.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">156</th>\n",
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       "      <th rowspan=\"5\" valign=\"top\">NaN</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">NaN</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">5.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">TestStrips3</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">3.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">TestStrips1</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">3.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">5.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">Patient Sample</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">Urine</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">Urine</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">SecondaryTube13x75</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">BKV URINE 10</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">L999</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">Completed</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">38281.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">108908.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">118705</th>\n",
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       "      <th rowspan=\"5\" valign=\"top\"></th>\n",
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       "      <th rowspan=\"5\" valign=\"top\">118785</th>\n",
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       "      <th rowspan=\"5\" valign=\"top\">TargetIndeterminate</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">16.13</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">32904.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">8.32</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">3191.32</th>\n",
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       "      <th rowspan=\"5\" valign=\"top\">2861.000000</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">TargetNotAmplified</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">16.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">402.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">1.21</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">50.4</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">3.700000</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">2589.566667</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">1881.333333</th>\n",
       "      <th>1832</th>\n",
       "      <th>PressureValues0</th>\n",
       "      <th>NMDX_LHPA_Buffer_TADM</th>\n",
       "      <th>700</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>3</th>\n",
       "      <th>7/21/2022 12:01:18 PM</th>\n",
       "      <th>6212</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>78.0</td>\n",
       "      <td>78.0</td>\n",
       "      <td>78.0</td>\n",
       "      <td>78.0</td>\n",
       "      <td>78.0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>78.0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>-112.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1835</th>\n",
       "      <th>PressureValues4</th>\n",
       "      <th>NMDX_LHPA_CapPlate_Urine_TADM</th>\n",
       "      <th>700</th>\n",
       "      <th>Dispensing</th>\n",
       "      <th>3</th>\n",
       "      <th>7/21/2022 12:01:33 PM</th>\n",
       "      <th>6222</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>9.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>78.0</td>\n",
       "      <td>107.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1840</th>\n",
       "      <th>PressureValues7</th>\n",
       "      <th>NMDX_LHPA_Urine_TADM</th>\n",
       "      <th>0</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>3</th>\n",
       "      <th>7/21/2022 12:03:41 PM</th>\n",
       "      <th>6453</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>9.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>-58.0</td>\n",
       "      <td>-146.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2171</th>\n",
       "      <th>PressureValues10</th>\n",
       "      <th>NMDX_LHPB_CapPlate_Urine_TADM</th>\n",
       "      <th>946</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>3</th>\n",
       "      <th>7/21/2022 1:06:58 PM</th>\n",
       "      <th>3497</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>136.0</td>\n",
       "      <td>141.0</td>\n",
       "      <td>136.0</td>\n",
       "      <td>141.0</td>\n",
       "      <td>136.0</td>\n",
       "      <td>136.0</td>\n",
       "      <td>141.0</td>\n",
       "      <td>141.0</td>\n",
       "      <td>63.0</td>\n",
       "      <td>-19.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2174</th>\n",
       "      <th>PressureValues23</th>\n",
       "      <th>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</th>\n",
       "      <th>10</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>3</th>\n",
       "      <th>7/21/2022 1:07:05 PM</th>\n",
       "      <th>3593</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>-625.0</td>\n",
       "      <td>-625.0</td>\n",
       "      <td>-625.0</td>\n",
       "      <td>-625.0</td>\n",
       "      <td>-625.0</td>\n",
       "      <td>-629.0</td>\n",
       "      <td>-629.0</td>\n",
       "      <td>-625.0</td>\n",
       "      <td>-629.0</td>\n",
       "      <td>-639.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
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       "      <th>...</th>\n",
       "      <th>...</th>\n",
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       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
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       "      <th>...</th>\n",
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       "      <th>...</th>\n",
       "      <th>...</th>\n",
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       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">fa7fc1ae-1609-ed11-85f4-5cf370a20867</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">BKV 10m4 U R10</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">1</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">Indeterminate</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">12000112</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">V639</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">1.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">2.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">156</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">4</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">23</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">NaN</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">NaN</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">NaN</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">6.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">TestStrips3</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">3.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">TestStrips1</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">3.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">6.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">Patient Sample</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">Urine</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">Urine</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">SecondaryTube13x75</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">BKV URINE 10</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">L999</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">Completed</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">38281.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">108908.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">118705</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">111464</th>\n",
       "      <th rowspan=\"5\" valign=\"top\"></th>\n",
       "      <th rowspan=\"5\" valign=\"top\">114545</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">118785</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">0M2329</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">TargetIndeterminate</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">16.12</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">32203.0</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">8.24</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">3139.19</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">19.539394</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">4452.214545</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">2776.333333</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">TargetNotAmplified</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">NaN</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">NaN</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">1.20</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">NaN</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">23.907312</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">2499.561265</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">1991.666667</th>\n",
       "      <th>2218</th>\n",
       "      <th>PressureValues24</th>\n",
       "      <th>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</th>\n",
       "      <th>10</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>2</th>\n",
       "      <th>7/21/2022 1:20:57 PM</th>\n",
       "      <th>4970</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>209.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>209.0</td>\n",
       "      <td>170.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2221</th>\n",
       "      <th>PressureValues14</th>\n",
       "      <th>NMDX_LHPC1_Urine_TADM</th>\n",
       "      <th>75</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>2</th>\n",
       "      <th>7/21/2022 1:21:25 PM</th>\n",
       "      <th>5035</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>522.0</td>\n",
       "      <td>522.0</td>\n",
       "      <td>527.0</td>\n",
       "      <td>522.0</td>\n",
       "      <td>522.0</td>\n",
       "      <td>527.0</td>\n",
       "      <td>522.0</td>\n",
       "      <td>522.0</td>\n",
       "      <td>527.0</td>\n",
       "      <td>522.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2224</th>\n",
       "      <th>PressureValues22</th>\n",
       "      <th>NMDX_LHPC2_urine_TADM</th>\n",
       "      <th>80</th>\n",
       "      <th>Dispensing</th>\n",
       "      <th>2</th>\n",
       "      <th>7/21/2022 1:22:31 PM</th>\n",
       "      <th>5102</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2227</th>\n",
       "      <th>PressureValues20</th>\n",
       "      <th>NMDX_LHPC2_urine_TADM</th>\n",
       "      <th>18</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>2</th>\n",
       "      <th>7/21/2022 1:23:14 PM</th>\n",
       "      <th>5147</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>48.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>53.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2236</th>\n",
       "      <th>PressureValues25</th>\n",
       "      <th>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</th>\n",
       "      <th>10</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>2</th>\n",
       "      <th>7/21/2022 1:24:23 PM</th>\n",
       "      <th>5273</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>39.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>555 rows × 4792 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       0      \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          136.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          209.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          522.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           39.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       10     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          141.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          214.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          522.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           43.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       20     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          136.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          214.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          527.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           43.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       30     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          141.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          214.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          522.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           53.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           43.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       40     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          136.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          214.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          522.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           39.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       50     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           83.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0           14.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          136.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -629.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          214.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          527.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           43.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       60     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          141.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -629.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          214.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          522.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           43.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       70     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           83.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0           29.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0           14.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          141.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          214.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          522.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           43.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           43.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       80     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0          -58.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0           63.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -629.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          209.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          527.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           34.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       90     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0         -112.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0          107.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0         -146.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          -19.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -639.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          170.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          522.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0           19.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           -4.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       ...  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError  ...   \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0          ...   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0          ...   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       47820  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       47830  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       47840  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       47850  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       47860  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       47870  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       47880  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       47890  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       47900  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       47910  \n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    LDT Test Strip Primer Probe Lot LDT Test Strip Master Mix Lot Pcr Cartridge Lot Capture Plate Lot Test Strip NeuMoDx Lot Buffer Lot Release Reagent Lot Wash Reagent Lot Green Localized Result Green Ct Green End Point Fluorescence Green EPR Green Max Peak Height Green Baseline Slope Green Baseline Y Intercept Green Blank Check - 1st 3 Reads Yellow Localized Result Yellow Ct Yellow End Point Fluorescence Yellow EPR Yellow Max Peak Height Yellow Baseline Slope Yellow Baseline Y Intercept Yellow Blank Check - 1st 3 Reads CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError         \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.13    32904.0                      8.32      3191.32               18.421818            4505.036364                2861.000000                     TargetNotAmplified      16.0      402.0                         1.21       50.4                   3.700000              2589.566667                 1881.333333                      1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN  \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ...  \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 38281.0                         108908.0                      118705            111464                                   114545     118785              0M2329           TargetIndeterminate    16.12    32203.0                      8.24      3139.19               19.539394            4452.214545                2776.333333                     TargetNotAmplified      NaN       NaN                           1.20       NaN                    23.907312             2499.561265                 1991.666667                      2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN  \n",
       "\n",
       "[555 rows x 4792 columns]"
      ]
     },
     "execution_count": 134,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "myTadmHelper.tadm_merger(include_XPCR_info=1,include_HM_info=1,include_TS_info=1,include_SP_info=1,include_ConsLot_info=1, include_ChannelResult_info=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Green Ct', 'Yellow Ct', 'Green End Point Fluorescence',\n",
       "       'Yellow End Point Fluorescence', 'Green EPR', 'Yellow EPR',\n",
       "       'Green Max Peak Height', 'Yellow Max Peak Height',\n",
       "       'Green Baseline Slope', 'Yellow Baseline Slope',\n",
       "       'Green Baseline Y Intercept', 'Yellow Baseline Y Intercept',\n",
       "       'Green Blank Check - 1st 3 Reads', 'Yellow Blank Check - 1st 3 Reads',\n",
       "       'Target Result'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 113,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "myTadmHelper.raw_data.columns[-15:]\n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [],
   "source": [
    "channelParametersFlattener(myTadmHelper.raw_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Green Target Name</th>\n",
       "      <th>Yellow Target Name</th>\n",
       "      <th>Green Localized Result</th>\n",
       "      <th>Yellow Localized Result</th>\n",
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       "      <td>NaN</td>\n",
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       "      <td>1.27</td>\n",
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       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetNotAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.52</td>\n",
       "      <td>NaN</td>\n",
       "      <td>468.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>55.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1878.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2c42d920-2009-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetNotAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.18</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1912.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>305c9e96-1209-ed11-85f4-5cf370a20867</th>\n",
       "      <td>BKV</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.65</td>\n",
       "      <td>NaN</td>\n",
       "      <td>23255.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.31</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2107.83</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1871.666667</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3242d920-2009-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetNotAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.19</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1966.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>375c9e96-1209-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetNotAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1883.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3842d920-2009-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetNotAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.78</td>\n",
       "      <td>NaN</td>\n",
       "      <td>502.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>57.59</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3e42d920-2009-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetNotAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.61</td>\n",
       "      <td>NaN</td>\n",
       "      <td>706.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.23</td>\n",
       "      <td>NaN</td>\n",
       "      <td>57.38</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1980.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3e5c9e96-1209-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetNotAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1779.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4442d920-2009-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NoResult</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5a7b815a-1309-ed11-85f4-5cf370a20867</th>\n",
       "      <td>BKV</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>27149.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.57</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2631.98</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2449.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6042e1f8-1209-ed11-85f4-5cf370a20867</th>\n",
       "      <td>BKV</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.34</td>\n",
       "      <td>NaN</td>\n",
       "      <td>27960.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.33</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2623.16</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2523.666667</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>607b815a-1309-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.16</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1593.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65fdae7a-1409-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1679.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6642e1f8-1209-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1689.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>667b815a-1309-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1595.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6bfdae7a-1409-ed11-85f4-5cf370a20867</th>\n",
       "      <td>BKV</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>16.02</td>\n",
       "      <td>NaN</td>\n",
       "      <td>30622.0</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>2809.5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2667.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6c42e1f8-1209-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.22</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1689.333333</td>\n",
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       "    <tr>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>1.21</td>\n",
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       "      <td>1594.333333</td>\n",
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       "    <tr>\n",
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       "    <tr>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>1632.333333</td>\n",
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       "      <th>77fdae7a-1409-ed11-85f4-5cf370a20867</th>\n",
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       "    <tr>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ad9dad68-1f09-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NoResult</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>b39dad68-1f09-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NoResult</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>b3de19db-1309-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetNotAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.74</td>\n",
       "      <td>NaN</td>\n",
       "      <td>541.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.27</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1746.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>b7477ca2-3609-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NoResult</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>b99dad68-1f09-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NoResult</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>b9de19db-1309-ed11-85f4-5cf370a20867</th>\n",
       "      <td>BKV</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.61</td>\n",
       "      <td>NaN</td>\n",
       "      <td>29669.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2768.06</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2572.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bf9dad68-1f09-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NoResult</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bfde19db-1309-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetNotAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.26</td>\n",
       "      <td>NaN</td>\n",
       "      <td>510.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.29</td>\n",
       "      <td>NaN</td>\n",
       "      <td>56.9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1753.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>c59dad68-1f09-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NoResult</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>c5de19db-1309-ed11-85f4-5cf370a20867</th>\n",
       "      <td>BKV</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetIndeterminate</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.47</td>\n",
       "      <td>NaN</td>\n",
       "      <td>30993.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.04</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2893.71</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2658.333333</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cb9dad68-1f09-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetNotAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.17</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1957.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cbde19db-1309-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetNotAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.23</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1761.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>d1de19db-1309-ed11-85f4-5cf370a20867</th>\n",
       "      <td>BKV</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.29</td>\n",
       "      <td>NaN</td>\n",
       "      <td>24689.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.32</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2373.91</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2066.333333</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>d29dad68-1f09-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetNotAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.18</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1977.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>d7de19db-1309-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetNotAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1817.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ddde19db-1309-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetNotAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1756.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>f2bbce4d-3709-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NoResult</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>f47fc1ae-1609-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetNotAmplified</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.19</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1853.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>f5c2a3da-3609-ed11-85f4-5cf370a20867</th>\n",
       "      <td>NaN</td>\n",
       "      <td>SPC1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NoResult</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fa7fc1ae-1609-ed11-85f4-5cf370a20867</th>\n",
       "      <td>BKV</td>\n",
       "      <td>NaN</td>\n",
       "      <td>TargetIndeterminate</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>32203.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.24</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3139.19</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2776.333333</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                     Green Target Name Yellow Target Name  \\\n",
       "Test Guid                                                                   \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "0d5c9e96-1209-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "0e592f87-3709-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "145c9e96-1209-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "1b5c9e96-1209-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "1f42d920-2009-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "225c9e96-1209-ed11-85f4-5cf370a20867               BKV                NaN   \n",
       "2642d920-2009-ed11-85f4-5cf370a20867               BKV                NaN   \n",
       "295c9e96-1209-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "2c42d920-2009-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "305c9e96-1209-ed11-85f4-5cf370a20867               BKV                NaN   \n",
       "3242d920-2009-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "375c9e96-1209-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "3842d920-2009-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "3e42d920-2009-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "3e5c9e96-1209-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "4442d920-2009-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "5a7b815a-1309-ed11-85f4-5cf370a20867               BKV                NaN   \n",
       "6042e1f8-1209-ed11-85f4-5cf370a20867               BKV                NaN   \n",
       "607b815a-1309-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "65fdae7a-1409-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "6642e1f8-1209-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "667b815a-1309-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "6bfdae7a-1409-ed11-85f4-5cf370a20867               BKV                NaN   \n",
       "6c42e1f8-1209-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "6c7b815a-1309-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "71fdae7a-1409-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "7242e1f8-1209-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "727b815a-1309-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "77fdae7a-1409-ed11-85f4-5cf370a20867               BKV                NaN   \n",
       "7842e1f8-1209-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "787b815a-1309-ed11-85f4-5cf370a20867               BKV                NaN   \n",
       "7e42e1f8-1209-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "7e7b815a-1309-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "8442e1f8-1209-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "847b815a-1309-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "8a42e1f8-1209-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "90b7eb13-3709-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "a79dad68-1f09-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "ad9dad68-1f09-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "b39dad68-1f09-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "b3de19db-1309-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "b7477ca2-3609-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "b99dad68-1f09-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "b9de19db-1309-ed11-85f4-5cf370a20867               BKV                NaN   \n",
       "bf9dad68-1f09-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "bfde19db-1309-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "c59dad68-1f09-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "c5de19db-1309-ed11-85f4-5cf370a20867               BKV                NaN   \n",
       "cb9dad68-1f09-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "cbde19db-1309-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "d1de19db-1309-ed11-85f4-5cf370a20867               BKV                NaN   \n",
       "d29dad68-1f09-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "d7de19db-1309-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "ddde19db-1309-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "f2bbce4d-3709-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "f47fc1ae-1609-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "f5c2a3da-3609-ed11-85f4-5cf370a20867               NaN               SPC1   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867               BKV                NaN   \n",
       "\n",
       "                                     Green Localized Result  \\\n",
       "Test Guid                                                     \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867                    NaN   \n",
       "0d5c9e96-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "0e592f87-3709-ed11-85f4-5cf370a20867                    NaN   \n",
       "145c9e96-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "1b5c9e96-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "1f42d920-2009-ed11-85f4-5cf370a20867                    NaN   \n",
       "225c9e96-1209-ed11-85f4-5cf370a20867    TargetIndeterminate   \n",
       "2642d920-2009-ed11-85f4-5cf370a20867        TargetAmplified   \n",
       "295c9e96-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "2c42d920-2009-ed11-85f4-5cf370a20867                    NaN   \n",
       "305c9e96-1209-ed11-85f4-5cf370a20867        TargetAmplified   \n",
       "3242d920-2009-ed11-85f4-5cf370a20867                    NaN   \n",
       "375c9e96-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "3842d920-2009-ed11-85f4-5cf370a20867                    NaN   \n",
       "3e42d920-2009-ed11-85f4-5cf370a20867                    NaN   \n",
       "3e5c9e96-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "4442d920-2009-ed11-85f4-5cf370a20867                    NaN   \n",
       "5a7b815a-1309-ed11-85f4-5cf370a20867        TargetAmplified   \n",
       "6042e1f8-1209-ed11-85f4-5cf370a20867        TargetAmplified   \n",
       "607b815a-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "65fdae7a-1409-ed11-85f4-5cf370a20867                    NaN   \n",
       "6642e1f8-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "667b815a-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "6bfdae7a-1409-ed11-85f4-5cf370a20867        TargetAmplified   \n",
       "6c42e1f8-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "6c7b815a-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "71fdae7a-1409-ed11-85f4-5cf370a20867                    NaN   \n",
       "7242e1f8-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "727b815a-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "77fdae7a-1409-ed11-85f4-5cf370a20867    TargetIndeterminate   \n",
       "7842e1f8-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "787b815a-1309-ed11-85f4-5cf370a20867        TargetAmplified   \n",
       "7e42e1f8-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "7e7b815a-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "8442e1f8-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "847b815a-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "8a42e1f8-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "90b7eb13-3709-ed11-85f4-5cf370a20867                    NaN   \n",
       "a79dad68-1f09-ed11-85f4-5cf370a20867                    NaN   \n",
       "ad9dad68-1f09-ed11-85f4-5cf370a20867                    NaN   \n",
       "b39dad68-1f09-ed11-85f4-5cf370a20867                    NaN   \n",
       "b3de19db-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "b7477ca2-3609-ed11-85f4-5cf370a20867                    NaN   \n",
       "b99dad68-1f09-ed11-85f4-5cf370a20867                    NaN   \n",
       "b9de19db-1309-ed11-85f4-5cf370a20867        TargetAmplified   \n",
       "bf9dad68-1f09-ed11-85f4-5cf370a20867                    NaN   \n",
       "bfde19db-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "c59dad68-1f09-ed11-85f4-5cf370a20867                    NaN   \n",
       "c5de19db-1309-ed11-85f4-5cf370a20867    TargetIndeterminate   \n",
       "cb9dad68-1f09-ed11-85f4-5cf370a20867                    NaN   \n",
       "cbde19db-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "d1de19db-1309-ed11-85f4-5cf370a20867        TargetAmplified   \n",
       "d29dad68-1f09-ed11-85f4-5cf370a20867                    NaN   \n",
       "d7de19db-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "ddde19db-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "f2bbce4d-3709-ed11-85f4-5cf370a20867                    NaN   \n",
       "f47fc1ae-1609-ed11-85f4-5cf370a20867                    NaN   \n",
       "f5c2a3da-3609-ed11-85f4-5cf370a20867                    NaN   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867    TargetIndeterminate   \n",
       "\n",
       "                                     Yellow Localized Result Green Ct  \\\n",
       "Test Guid                                                               \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "0d5c9e96-1209-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "0e592f87-3709-ed11-85f4-5cf370a20867           TargetAborted      NaN   \n",
       "145c9e96-1209-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "1b5c9e96-1209-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "1f42d920-2009-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "225c9e96-1209-ed11-85f4-5cf370a20867                     NaN    16.22   \n",
       "2642d920-2009-ed11-85f4-5cf370a20867                     NaN    16.08   \n",
       "295c9e96-1209-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "2c42d920-2009-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "305c9e96-1209-ed11-85f4-5cf370a20867                     NaN    16.65   \n",
       "3242d920-2009-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "375c9e96-1209-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "3842d920-2009-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "3e42d920-2009-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "3e5c9e96-1209-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "4442d920-2009-ed11-85f4-5cf370a20867                NoResult      NaN   \n",
       "5a7b815a-1309-ed11-85f4-5cf370a20867                     NaN    16.28   \n",
       "6042e1f8-1209-ed11-85f4-5cf370a20867                     NaN    16.34   \n",
       "607b815a-1309-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "65fdae7a-1409-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "6642e1f8-1209-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "667b815a-1309-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "6bfdae7a-1409-ed11-85f4-5cf370a20867                     NaN    16.02   \n",
       "6c42e1f8-1209-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "6c7b815a-1309-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "71fdae7a-1409-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "7242e1f8-1209-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "727b815a-1309-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "77fdae7a-1409-ed11-85f4-5cf370a20867                     NaN    16.03   \n",
       "7842e1f8-1209-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "787b815a-1309-ed11-85f4-5cf370a20867                     NaN    16.43   \n",
       "7e42e1f8-1209-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "7e7b815a-1309-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "8442e1f8-1209-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "847b815a-1309-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "8a42e1f8-1209-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "90b7eb13-3709-ed11-85f4-5cf370a20867                NoResult      NaN   \n",
       "a79dad68-1f09-ed11-85f4-5cf370a20867                NoResult      NaN   \n",
       "ad9dad68-1f09-ed11-85f4-5cf370a20867                NoResult      NaN   \n",
       "b39dad68-1f09-ed11-85f4-5cf370a20867                NoResult      NaN   \n",
       "b3de19db-1309-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "b7477ca2-3609-ed11-85f4-5cf370a20867                NoResult      NaN   \n",
       "b99dad68-1f09-ed11-85f4-5cf370a20867                NoResult      NaN   \n",
       "b9de19db-1309-ed11-85f4-5cf370a20867                     NaN    16.61   \n",
       "bf9dad68-1f09-ed11-85f4-5cf370a20867                NoResult      NaN   \n",
       "bfde19db-1309-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "c59dad68-1f09-ed11-85f4-5cf370a20867                NoResult      NaN   \n",
       "c5de19db-1309-ed11-85f4-5cf370a20867                     NaN    16.47   \n",
       "cb9dad68-1f09-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "cbde19db-1309-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "d1de19db-1309-ed11-85f4-5cf370a20867                     NaN    16.29   \n",
       "d29dad68-1f09-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "d7de19db-1309-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "ddde19db-1309-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "f2bbce4d-3709-ed11-85f4-5cf370a20867                NoResult      NaN   \n",
       "f47fc1ae-1609-ed11-85f4-5cf370a20867      TargetNotAmplified      NaN   \n",
       "f5c2a3da-3609-ed11-85f4-5cf370a20867                NoResult      NaN   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867                     NaN    16.12   \n",
       "\n",
       "                                     Yellow Ct Green End Point Fluorescence  \\\n",
       "Test Guid                                                                     \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867      16.0                          NaN   \n",
       "0d5c9e96-1209-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "0e592f87-3709-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "145c9e96-1209-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "1b5c9e96-1209-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "1f42d920-2009-ed11-85f4-5cf370a20867     16.45                          NaN   \n",
       "225c9e96-1209-ed11-85f4-5cf370a20867       NaN                      28421.0   \n",
       "2642d920-2009-ed11-85f4-5cf370a20867       NaN                      24419.0   \n",
       "295c9e96-1209-ed11-85f4-5cf370a20867     16.52                          NaN   \n",
       "2c42d920-2009-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "305c9e96-1209-ed11-85f4-5cf370a20867       NaN                      23255.0   \n",
       "3242d920-2009-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "375c9e96-1209-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "3842d920-2009-ed11-85f4-5cf370a20867     16.78                          NaN   \n",
       "3e42d920-2009-ed11-85f4-5cf370a20867     16.61                          NaN   \n",
       "3e5c9e96-1209-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "4442d920-2009-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "5a7b815a-1309-ed11-85f4-5cf370a20867       NaN                      27149.0   \n",
       "6042e1f8-1209-ed11-85f4-5cf370a20867       NaN                      27960.0   \n",
       "607b815a-1309-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "65fdae7a-1409-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "6642e1f8-1209-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "667b815a-1309-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "6bfdae7a-1409-ed11-85f4-5cf370a20867       NaN                      30622.0   \n",
       "6c42e1f8-1209-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "6c7b815a-1309-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "71fdae7a-1409-ed11-85f4-5cf370a20867     15.89                          NaN   \n",
       "7242e1f8-1209-ed11-85f4-5cf370a20867     16.37                          NaN   \n",
       "727b815a-1309-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "77fdae7a-1409-ed11-85f4-5cf370a20867       NaN                      29973.0   \n",
       "7842e1f8-1209-ed11-85f4-5cf370a20867     16.27                          NaN   \n",
       "787b815a-1309-ed11-85f4-5cf370a20867       NaN                      25496.0   \n",
       "7e42e1f8-1209-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "7e7b815a-1309-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "8442e1f8-1209-ed11-85f4-5cf370a20867     16.18                          NaN   \n",
       "847b815a-1309-ed11-85f4-5cf370a20867     16.23                          NaN   \n",
       "8a42e1f8-1209-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "90b7eb13-3709-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "a79dad68-1f09-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "ad9dad68-1f09-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "b39dad68-1f09-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "b3de19db-1309-ed11-85f4-5cf370a20867     16.74                          NaN   \n",
       "b7477ca2-3609-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "b99dad68-1f09-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "b9de19db-1309-ed11-85f4-5cf370a20867       NaN                      29669.0   \n",
       "bf9dad68-1f09-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "bfde19db-1309-ed11-85f4-5cf370a20867     16.26                          NaN   \n",
       "c59dad68-1f09-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "c5de19db-1309-ed11-85f4-5cf370a20867       NaN                      30993.0   \n",
       "cb9dad68-1f09-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "cbde19db-1309-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "d1de19db-1309-ed11-85f4-5cf370a20867       NaN                      24689.0   \n",
       "d29dad68-1f09-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "d7de19db-1309-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "ddde19db-1309-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "f2bbce4d-3709-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "f47fc1ae-1609-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "f5c2a3da-3609-ed11-85f4-5cf370a20867      None                          NaN   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867       NaN                      32203.0   \n",
       "\n",
       "                                     Yellow End Point Fluorescence Green EPR  \\\n",
       "Test Guid                                                                      \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867                         402.0       NaN   \n",
       "0d5c9e96-1209-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "0e592f87-3709-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "145c9e96-1209-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "1b5c9e96-1209-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "1f42d920-2009-ed11-85f4-5cf370a20867                         703.0       NaN   \n",
       "225c9e96-1209-ed11-85f4-5cf370a20867                           NaN      8.24   \n",
       "2642d920-2009-ed11-85f4-5cf370a20867                           NaN      7.28   \n",
       "295c9e96-1209-ed11-85f4-5cf370a20867                         468.0       NaN   \n",
       "2c42d920-2009-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "305c9e96-1209-ed11-85f4-5cf370a20867                           NaN      6.31   \n",
       "3242d920-2009-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "375c9e96-1209-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "3842d920-2009-ed11-85f4-5cf370a20867                         502.0       NaN   \n",
       "3e42d920-2009-ed11-85f4-5cf370a20867                         706.0       NaN   \n",
       "3e5c9e96-1209-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "4442d920-2009-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "5a7b815a-1309-ed11-85f4-5cf370a20867                           NaN      6.57   \n",
       "6042e1f8-1209-ed11-85f4-5cf370a20867                           NaN      6.33   \n",
       "607b815a-1309-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "65fdae7a-1409-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "6642e1f8-1209-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "667b815a-1309-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "6bfdae7a-1409-ed11-85f4-5cf370a20867                           NaN      7.97   \n",
       "6c42e1f8-1209-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "6c7b815a-1309-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "71fdae7a-1409-ed11-85f4-5cf370a20867                         667.0       NaN   \n",
       "7242e1f8-1209-ed11-85f4-5cf370a20867                         745.0       NaN   \n",
       "727b815a-1309-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "77fdae7a-1409-ed11-85f4-5cf370a20867                           NaN      8.16   \n",
       "7842e1f8-1209-ed11-85f4-5cf370a20867                         874.0       NaN   \n",
       "787b815a-1309-ed11-85f4-5cf370a20867                           NaN      6.98   \n",
       "7e42e1f8-1209-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "7e7b815a-1309-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "8442e1f8-1209-ed11-85f4-5cf370a20867                         699.0       NaN   \n",
       "847b815a-1309-ed11-85f4-5cf370a20867                         315.0       NaN   \n",
       "8a42e1f8-1209-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "90b7eb13-3709-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "a79dad68-1f09-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "ad9dad68-1f09-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "b39dad68-1f09-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "b3de19db-1309-ed11-85f4-5cf370a20867                         541.0       NaN   \n",
       "b7477ca2-3609-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "b99dad68-1f09-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "b9de19db-1309-ed11-85f4-5cf370a20867                           NaN      7.99   \n",
       "bf9dad68-1f09-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "bfde19db-1309-ed11-85f4-5cf370a20867                         510.0       NaN   \n",
       "c59dad68-1f09-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "c5de19db-1309-ed11-85f4-5cf370a20867                           NaN      8.04   \n",
       "cb9dad68-1f09-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "cbde19db-1309-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "d1de19db-1309-ed11-85f4-5cf370a20867                           NaN      6.32   \n",
       "d29dad68-1f09-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "d7de19db-1309-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "ddde19db-1309-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "f2bbce4d-3709-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "f47fc1ae-1609-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "f5c2a3da-3609-ed11-85f4-5cf370a20867                          None       NaN   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867                           NaN      8.24   \n",
       "\n",
       "                                     Yellow EPR Green Max Peak Height  \\\n",
       "Test Guid                                                               \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867       1.21                   NaN   \n",
       "0d5c9e96-1209-ed11-85f4-5cf370a20867        1.2                   NaN   \n",
       "0e592f87-3709-ed11-85f4-5cf370a20867        0.0                   NaN   \n",
       "145c9e96-1209-ed11-85f4-5cf370a20867       1.27                   NaN   \n",
       "1b5c9e96-1209-ed11-85f4-5cf370a20867        1.2                   NaN   \n",
       "1f42d920-2009-ed11-85f4-5cf370a20867       1.25                   NaN   \n",
       "225c9e96-1209-ed11-85f4-5cf370a20867        NaN               2575.04   \n",
       "2642d920-2009-ed11-85f4-5cf370a20867        NaN               2303.83   \n",
       "295c9e96-1209-ed11-85f4-5cf370a20867       1.28                   NaN   \n",
       "2c42d920-2009-ed11-85f4-5cf370a20867       1.18                   NaN   \n",
       "305c9e96-1209-ed11-85f4-5cf370a20867        NaN               2107.83   \n",
       "3242d920-2009-ed11-85f4-5cf370a20867       1.19                   NaN   \n",
       "375c9e96-1209-ed11-85f4-5cf370a20867       1.21                   NaN   \n",
       "3842d920-2009-ed11-85f4-5cf370a20867       1.25                   NaN   \n",
       "3e42d920-2009-ed11-85f4-5cf370a20867       1.23                   NaN   \n",
       "3e5c9e96-1209-ed11-85f4-5cf370a20867        1.2                   NaN   \n",
       "4442d920-2009-ed11-85f4-5cf370a20867        0.0                   NaN   \n",
       "5a7b815a-1309-ed11-85f4-5cf370a20867        NaN               2631.98   \n",
       "6042e1f8-1209-ed11-85f4-5cf370a20867        NaN               2623.16   \n",
       "607b815a-1309-ed11-85f4-5cf370a20867       1.16                   NaN   \n",
       "65fdae7a-1409-ed11-85f4-5cf370a20867        1.2                   NaN   \n",
       "6642e1f8-1209-ed11-85f4-5cf370a20867       1.21                   NaN   \n",
       "667b815a-1309-ed11-85f4-5cf370a20867       1.15                   NaN   \n",
       "6bfdae7a-1409-ed11-85f4-5cf370a20867        NaN                2809.5   \n",
       "6c42e1f8-1209-ed11-85f4-5cf370a20867       1.22                   NaN   \n",
       "6c7b815a-1309-ed11-85f4-5cf370a20867       1.21                   NaN   \n",
       "71fdae7a-1409-ed11-85f4-5cf370a20867       1.29                   NaN   \n",
       "7242e1f8-1209-ed11-85f4-5cf370a20867       1.34                   NaN   \n",
       "727b815a-1309-ed11-85f4-5cf370a20867       1.22                   NaN   \n",
       "77fdae7a-1409-ed11-85f4-5cf370a20867        NaN               2805.63   \n",
       "7842e1f8-1209-ed11-85f4-5cf370a20867       1.32                   NaN   \n",
       "787b815a-1309-ed11-85f4-5cf370a20867        NaN               2367.47   \n",
       "7e42e1f8-1209-ed11-85f4-5cf370a20867       1.18                   NaN   \n",
       "7e7b815a-1309-ed11-85f4-5cf370a20867       1.27                   NaN   \n",
       "8442e1f8-1209-ed11-85f4-5cf370a20867       1.36                   NaN   \n",
       "847b815a-1309-ed11-85f4-5cf370a20867       1.25                   NaN   \n",
       "8a42e1f8-1209-ed11-85f4-5cf370a20867       1.18                   NaN   \n",
       "90b7eb13-3709-ed11-85f4-5cf370a20867        0.0                   NaN   \n",
       "a79dad68-1f09-ed11-85f4-5cf370a20867        0.0                   NaN   \n",
       "ad9dad68-1f09-ed11-85f4-5cf370a20867        0.0                   NaN   \n",
       "b39dad68-1f09-ed11-85f4-5cf370a20867        0.0                   NaN   \n",
       "b3de19db-1309-ed11-85f4-5cf370a20867       1.27                   NaN   \n",
       "b7477ca2-3609-ed11-85f4-5cf370a20867        0.0                   NaN   \n",
       "b99dad68-1f09-ed11-85f4-5cf370a20867        0.0                   NaN   \n",
       "b9de19db-1309-ed11-85f4-5cf370a20867        NaN               2768.06   \n",
       "bf9dad68-1f09-ed11-85f4-5cf370a20867        0.0                   NaN   \n",
       "bfde19db-1309-ed11-85f4-5cf370a20867       1.29                   NaN   \n",
       "c59dad68-1f09-ed11-85f4-5cf370a20867        0.0                   NaN   \n",
       "c5de19db-1309-ed11-85f4-5cf370a20867        NaN               2893.71   \n",
       "cb9dad68-1f09-ed11-85f4-5cf370a20867       1.17                   NaN   \n",
       "cbde19db-1309-ed11-85f4-5cf370a20867       1.23                   NaN   \n",
       "d1de19db-1309-ed11-85f4-5cf370a20867        NaN               2373.91   \n",
       "d29dad68-1f09-ed11-85f4-5cf370a20867       1.18                   NaN   \n",
       "d7de19db-1309-ed11-85f4-5cf370a20867        1.2                   NaN   \n",
       "ddde19db-1309-ed11-85f4-5cf370a20867        1.2                   NaN   \n",
       "f2bbce4d-3709-ed11-85f4-5cf370a20867        0.0                   NaN   \n",
       "f47fc1ae-1609-ed11-85f4-5cf370a20867       1.19                   NaN   \n",
       "f5c2a3da-3609-ed11-85f4-5cf370a20867        0.0                   NaN   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867        NaN               3139.19   \n",
       "\n",
       "                                     Yellow Max Peak Height  \\\n",
       "Test Guid                                                     \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867                   50.4   \n",
       "0d5c9e96-1209-ed11-85f4-5cf370a20867                   None   \n",
       "0e592f87-3709-ed11-85f4-5cf370a20867                   None   \n",
       "145c9e96-1209-ed11-85f4-5cf370a20867                   None   \n",
       "1b5c9e96-1209-ed11-85f4-5cf370a20867                   None   \n",
       "1f42d920-2009-ed11-85f4-5cf370a20867                  54.87   \n",
       "225c9e96-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "2642d920-2009-ed11-85f4-5cf370a20867                    NaN   \n",
       "295c9e96-1209-ed11-85f4-5cf370a20867                  55.01   \n",
       "2c42d920-2009-ed11-85f4-5cf370a20867                   None   \n",
       "305c9e96-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "3242d920-2009-ed11-85f4-5cf370a20867                   None   \n",
       "375c9e96-1209-ed11-85f4-5cf370a20867                   None   \n",
       "3842d920-2009-ed11-85f4-5cf370a20867                  57.59   \n",
       "3e42d920-2009-ed11-85f4-5cf370a20867                  57.38   \n",
       "3e5c9e96-1209-ed11-85f4-5cf370a20867                   None   \n",
       "4442d920-2009-ed11-85f4-5cf370a20867                   None   \n",
       "5a7b815a-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "6042e1f8-1209-ed11-85f4-5cf370a20867                    NaN   \n",
       "607b815a-1309-ed11-85f4-5cf370a20867                   None   \n",
       "65fdae7a-1409-ed11-85f4-5cf370a20867                   None   \n",
       "6642e1f8-1209-ed11-85f4-5cf370a20867                   None   \n",
       "667b815a-1309-ed11-85f4-5cf370a20867                   None   \n",
       "6bfdae7a-1409-ed11-85f4-5cf370a20867                    NaN   \n",
       "6c42e1f8-1209-ed11-85f4-5cf370a20867                   None   \n",
       "6c7b815a-1309-ed11-85f4-5cf370a20867                   None   \n",
       "71fdae7a-1409-ed11-85f4-5cf370a20867                  59.99   \n",
       "7242e1f8-1209-ed11-85f4-5cf370a20867                  60.68   \n",
       "727b815a-1309-ed11-85f4-5cf370a20867                   None   \n",
       "77fdae7a-1409-ed11-85f4-5cf370a20867                    NaN   \n",
       "7842e1f8-1209-ed11-85f4-5cf370a20867                  56.35   \n",
       "787b815a-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "7e42e1f8-1209-ed11-85f4-5cf370a20867                   None   \n",
       "7e7b815a-1309-ed11-85f4-5cf370a20867                   None   \n",
       "8442e1f8-1209-ed11-85f4-5cf370a20867                   50.9   \n",
       "847b815a-1309-ed11-85f4-5cf370a20867                  58.23   \n",
       "8a42e1f8-1209-ed11-85f4-5cf370a20867                   None   \n",
       "90b7eb13-3709-ed11-85f4-5cf370a20867                   None   \n",
       "a79dad68-1f09-ed11-85f4-5cf370a20867                   None   \n",
       "ad9dad68-1f09-ed11-85f4-5cf370a20867                   None   \n",
       "b39dad68-1f09-ed11-85f4-5cf370a20867                   None   \n",
       "b3de19db-1309-ed11-85f4-5cf370a20867                   58.9   \n",
       "b7477ca2-3609-ed11-85f4-5cf370a20867                   None   \n",
       "b99dad68-1f09-ed11-85f4-5cf370a20867                   None   \n",
       "b9de19db-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "bf9dad68-1f09-ed11-85f4-5cf370a20867                   None   \n",
       "bfde19db-1309-ed11-85f4-5cf370a20867                   56.9   \n",
       "c59dad68-1f09-ed11-85f4-5cf370a20867                   None   \n",
       "c5de19db-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "cb9dad68-1f09-ed11-85f4-5cf370a20867                   None   \n",
       "cbde19db-1309-ed11-85f4-5cf370a20867                   None   \n",
       "d1de19db-1309-ed11-85f4-5cf370a20867                    NaN   \n",
       "d29dad68-1f09-ed11-85f4-5cf370a20867                   None   \n",
       "d7de19db-1309-ed11-85f4-5cf370a20867                   None   \n",
       "ddde19db-1309-ed11-85f4-5cf370a20867                   None   \n",
       "f2bbce4d-3709-ed11-85f4-5cf370a20867                   None   \n",
       "f47fc1ae-1609-ed11-85f4-5cf370a20867                   None   \n",
       "f5c2a3da-3609-ed11-85f4-5cf370a20867                   None   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867                    NaN   \n",
       "\n",
       "                                     Green Blank Check - 1st 3 Reads  \\\n",
       "Test Guid                                                              \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867                             NaN   \n",
       "0d5c9e96-1209-ed11-85f4-5cf370a20867                             NaN   \n",
       "0e592f87-3709-ed11-85f4-5cf370a20867                             NaN   \n",
       "145c9e96-1209-ed11-85f4-5cf370a20867                             NaN   \n",
       "1b5c9e96-1209-ed11-85f4-5cf370a20867                             NaN   \n",
       "1f42d920-2009-ed11-85f4-5cf370a20867                             NaN   \n",
       "225c9e96-1209-ed11-85f4-5cf370a20867                     2586.666667   \n",
       "2642d920-2009-ed11-85f4-5cf370a20867                     2047.666667   \n",
       "295c9e96-1209-ed11-85f4-5cf370a20867                             NaN   \n",
       "2c42d920-2009-ed11-85f4-5cf370a20867                             NaN   \n",
       "305c9e96-1209-ed11-85f4-5cf370a20867                     1871.666667   \n",
       "3242d920-2009-ed11-85f4-5cf370a20867                             NaN   \n",
       "375c9e96-1209-ed11-85f4-5cf370a20867                             NaN   \n",
       "3842d920-2009-ed11-85f4-5cf370a20867                             NaN   \n",
       "3e42d920-2009-ed11-85f4-5cf370a20867                             NaN   \n",
       "3e5c9e96-1209-ed11-85f4-5cf370a20867                             NaN   \n",
       "4442d920-2009-ed11-85f4-5cf370a20867                             NaN   \n",
       "5a7b815a-1309-ed11-85f4-5cf370a20867                          2449.0   \n",
       "6042e1f8-1209-ed11-85f4-5cf370a20867                     2523.666667   \n",
       "607b815a-1309-ed11-85f4-5cf370a20867                             NaN   \n",
       "65fdae7a-1409-ed11-85f4-5cf370a20867                             NaN   \n",
       "6642e1f8-1209-ed11-85f4-5cf370a20867                             NaN   \n",
       "667b815a-1309-ed11-85f4-5cf370a20867                             NaN   \n",
       "6bfdae7a-1409-ed11-85f4-5cf370a20867                          2667.0   \n",
       "6c42e1f8-1209-ed11-85f4-5cf370a20867                             NaN   \n",
       "6c7b815a-1309-ed11-85f4-5cf370a20867                             NaN   \n",
       "71fdae7a-1409-ed11-85f4-5cf370a20867                             NaN   \n",
       "7242e1f8-1209-ed11-85f4-5cf370a20867                             NaN   \n",
       "727b815a-1309-ed11-85f4-5cf370a20867                             NaN   \n",
       "77fdae7a-1409-ed11-85f4-5cf370a20867                     2634.333333   \n",
       "7842e1f8-1209-ed11-85f4-5cf370a20867                             NaN   \n",
       "787b815a-1309-ed11-85f4-5cf370a20867                     2160.333333   \n",
       "7e42e1f8-1209-ed11-85f4-5cf370a20867                             NaN   \n",
       "7e7b815a-1309-ed11-85f4-5cf370a20867                             NaN   \n",
       "8442e1f8-1209-ed11-85f4-5cf370a20867                             NaN   \n",
       "847b815a-1309-ed11-85f4-5cf370a20867                             NaN   \n",
       "8a42e1f8-1209-ed11-85f4-5cf370a20867                             NaN   \n",
       "90b7eb13-3709-ed11-85f4-5cf370a20867                             NaN   \n",
       "a79dad68-1f09-ed11-85f4-5cf370a20867                             NaN   \n",
       "ad9dad68-1f09-ed11-85f4-5cf370a20867                             NaN   \n",
       "b39dad68-1f09-ed11-85f4-5cf370a20867                             NaN   \n",
       "b3de19db-1309-ed11-85f4-5cf370a20867                             NaN   \n",
       "b7477ca2-3609-ed11-85f4-5cf370a20867                             NaN   \n",
       "b99dad68-1f09-ed11-85f4-5cf370a20867                             NaN   \n",
       "b9de19db-1309-ed11-85f4-5cf370a20867                          2572.0   \n",
       "bf9dad68-1f09-ed11-85f4-5cf370a20867                             NaN   \n",
       "bfde19db-1309-ed11-85f4-5cf370a20867                             NaN   \n",
       "c59dad68-1f09-ed11-85f4-5cf370a20867                             NaN   \n",
       "c5de19db-1309-ed11-85f4-5cf370a20867                     2658.333333   \n",
       "cb9dad68-1f09-ed11-85f4-5cf370a20867                             NaN   \n",
       "cbde19db-1309-ed11-85f4-5cf370a20867                             NaN   \n",
       "d1de19db-1309-ed11-85f4-5cf370a20867                     2066.333333   \n",
       "d29dad68-1f09-ed11-85f4-5cf370a20867                             NaN   \n",
       "d7de19db-1309-ed11-85f4-5cf370a20867                             NaN   \n",
       "ddde19db-1309-ed11-85f4-5cf370a20867                             NaN   \n",
       "f2bbce4d-3709-ed11-85f4-5cf370a20867                             NaN   \n",
       "f47fc1ae-1609-ed11-85f4-5cf370a20867                             NaN   \n",
       "f5c2a3da-3609-ed11-85f4-5cf370a20867                             NaN   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867                     2776.333333   \n",
       "\n",
       "                                     Yellow Blank Check - 1st 3 Reads  \n",
       "Test Guid                                                              \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867                      1881.333333  \n",
       "0d5c9e96-1209-ed11-85f4-5cf370a20867                           1842.0  \n",
       "0e592f87-3709-ed11-85f4-5cf370a20867                              NaN  \n",
       "145c9e96-1209-ed11-85f4-5cf370a20867                      1808.666667  \n",
       "1b5c9e96-1209-ed11-85f4-5cf370a20867                      1743.666667  \n",
       "1f42d920-2009-ed11-85f4-5cf370a20867                           2060.0  \n",
       "225c9e96-1209-ed11-85f4-5cf370a20867                              NaN  \n",
       "2642d920-2009-ed11-85f4-5cf370a20867                              NaN  \n",
       "295c9e96-1209-ed11-85f4-5cf370a20867                           1878.0  \n",
       "2c42d920-2009-ed11-85f4-5cf370a20867                      1912.333333  \n",
       "305c9e96-1209-ed11-85f4-5cf370a20867                              NaN  \n",
       "3242d920-2009-ed11-85f4-5cf370a20867                      1966.666667  \n",
       "375c9e96-1209-ed11-85f4-5cf370a20867                      1883.666667  \n",
       "3842d920-2009-ed11-85f4-5cf370a20867                      1985.666667  \n",
       "3e42d920-2009-ed11-85f4-5cf370a20867                      1980.333333  \n",
       "3e5c9e96-1209-ed11-85f4-5cf370a20867                           1779.0  \n",
       "4442d920-2009-ed11-85f4-5cf370a20867                              NaN  \n",
       "5a7b815a-1309-ed11-85f4-5cf370a20867                              NaN  \n",
       "6042e1f8-1209-ed11-85f4-5cf370a20867                              NaN  \n",
       "607b815a-1309-ed11-85f4-5cf370a20867                      1593.666667  \n",
       "65fdae7a-1409-ed11-85f4-5cf370a20867                           1679.0  \n",
       "6642e1f8-1209-ed11-85f4-5cf370a20867                      1689.666667  \n",
       "667b815a-1309-ed11-85f4-5cf370a20867                           1595.0  \n",
       "6bfdae7a-1409-ed11-85f4-5cf370a20867                              NaN  \n",
       "6c42e1f8-1209-ed11-85f4-5cf370a20867                      1689.333333  \n",
       "6c7b815a-1309-ed11-85f4-5cf370a20867                      1594.333333  \n",
       "71fdae7a-1409-ed11-85f4-5cf370a20867                           1713.0  \n",
       "7242e1f8-1209-ed11-85f4-5cf370a20867                      1696.666667  \n",
       "727b815a-1309-ed11-85f4-5cf370a20867                      1632.333333  \n",
       "77fdae7a-1409-ed11-85f4-5cf370a20867                              NaN  \n",
       "7842e1f8-1209-ed11-85f4-5cf370a20867                      1675.666667  \n",
       "787b815a-1309-ed11-85f4-5cf370a20867                              NaN  \n",
       "7e42e1f8-1209-ed11-85f4-5cf370a20867                       981.666667  \n",
       "7e7b815a-1309-ed11-85f4-5cf370a20867                      1741.333333  \n",
       "8442e1f8-1209-ed11-85f4-5cf370a20867                      1670.666667  \n",
       "847b815a-1309-ed11-85f4-5cf370a20867                           1701.0  \n",
       "8a42e1f8-1209-ed11-85f4-5cf370a20867                      1637.333333  \n",
       "90b7eb13-3709-ed11-85f4-5cf370a20867                              NaN  \n",
       "a79dad68-1f09-ed11-85f4-5cf370a20867                              NaN  \n",
       "ad9dad68-1f09-ed11-85f4-5cf370a20867                              NaN  \n",
       "b39dad68-1f09-ed11-85f4-5cf370a20867                              NaN  \n",
       "b3de19db-1309-ed11-85f4-5cf370a20867                      1746.333333  \n",
       "b7477ca2-3609-ed11-85f4-5cf370a20867                              NaN  \n",
       "b99dad68-1f09-ed11-85f4-5cf370a20867                              NaN  \n",
       "b9de19db-1309-ed11-85f4-5cf370a20867                              NaN  \n",
       "bf9dad68-1f09-ed11-85f4-5cf370a20867                              NaN  \n",
       "bfde19db-1309-ed11-85f4-5cf370a20867                      1753.666667  \n",
       "c59dad68-1f09-ed11-85f4-5cf370a20867                              NaN  \n",
       "c5de19db-1309-ed11-85f4-5cf370a20867                              NaN  \n",
       "cb9dad68-1f09-ed11-85f4-5cf370a20867                      1957.333333  \n",
       "cbde19db-1309-ed11-85f4-5cf370a20867                           1761.0  \n",
       "d1de19db-1309-ed11-85f4-5cf370a20867                              NaN  \n",
       "d29dad68-1f09-ed11-85f4-5cf370a20867                      1977.666667  \n",
       "d7de19db-1309-ed11-85f4-5cf370a20867                      1817.333333  \n",
       "ddde19db-1309-ed11-85f4-5cf370a20867                           1756.0  \n",
       "f2bbce4d-3709-ed11-85f4-5cf370a20867                              NaN  \n",
       "f47fc1ae-1609-ed11-85f4-5cf370a20867                      1853.666667  \n",
       "f5c2a3da-3609-ed11-85f4-5cf370a20867                              NaN  \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867                              NaN  "
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
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   "source": []
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  {
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   "execution_count": 64,
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <th rowspan=\"5\" valign=\"top\">Patient Sample</th>\n",
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       "      <th rowspan=\"5\" valign=\"top\">Urine</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">SecondaryTube13x75</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">BKV URINE 10</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">L999</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">Completed</th>\n",
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       "      <th>PressureValues24</th>\n",
       "      <th>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</th>\n",
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       "      <th>Aspirating</th>\n",
       "      <th>2</th>\n",
       "      <th>7/21/2022 1:20:57 PM</th>\n",
       "      <th>4970</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>209.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>209.0</td>\n",
       "      <td>170.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>2221</th>\n",
       "      <th>PressureValues14</th>\n",
       "      <th>NMDX_LHPC1_Urine_TADM</th>\n",
       "      <th>75</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>2</th>\n",
       "      <th>7/21/2022 1:21:25 PM</th>\n",
       "      <th>5035</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>522.0</td>\n",
       "      <td>522.0</td>\n",
       "      <td>527.0</td>\n",
       "      <td>522.0</td>\n",
       "      <td>522.0</td>\n",
       "      <td>527.0</td>\n",
       "      <td>522.0</td>\n",
       "      <td>522.0</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>2224</th>\n",
       "      <th>PressureValues22</th>\n",
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       "      <th>80</th>\n",
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       "      <th>7/21/2022 1:22:31 PM</th>\n",
       "      <th>5102</th>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>19.0</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2227</th>\n",
       "      <th>PressureValues20</th>\n",
       "      <th>NMDX_LHPC2_urine_TADM</th>\n",
       "      <th>18</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>2</th>\n",
       "      <th>7/21/2022 1:23:14 PM</th>\n",
       "      <th>5147</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>48.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>53.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2236</th>\n",
       "      <th>PressureValues25</th>\n",
       "      <th>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</th>\n",
       "      <th>10</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>2</th>\n",
       "      <th>7/21/2022 1:24:23 PM</th>\n",
       "      <th>5273</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>39.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>555 rows × 4792 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            0      \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          136.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          209.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          522.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           39.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            10     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          141.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          214.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          522.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           43.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            20     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          136.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          214.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          527.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           43.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            30     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          141.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          214.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          522.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           53.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           43.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            40     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          136.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          214.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          522.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           39.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            50     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           83.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0           14.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          136.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -629.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          214.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          527.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           43.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            60     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          141.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -629.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          214.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          522.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           43.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            70     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           83.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0           29.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0           14.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          141.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          214.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          522.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           43.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           43.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            80     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0          -58.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0           63.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -629.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          209.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          527.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           34.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            90     \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0         -112.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0          107.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0         -146.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          -19.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -639.0   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          170.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          522.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0           19.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0           48.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0           -4.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            ...  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError  ...   \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0          ...   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0          ...   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            47820  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            47830  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            47840  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            47850  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            47860  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            47870  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            47880  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            47890  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            47900  \\\n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...   \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            47910  \n",
       "Test Guid                            Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Test Strip LDT Primer Probe Well Test Strip LDT Primer Carrier Test Strip LDT Primer Carrier Position Test Strip LDT Master Mix Carrier Test Strip LDT Master Mix Carrier Position Test Strip LDT Master Mix Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError         \n",
       "0080c1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     5.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        5.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN  \n",
       "...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           ...  \n",
       "fa7fc1ae-1609-ed11-85f4-5cf370a20867 BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               2.0                156                  4                   23                 NaN                        NaN                                 NaN                     6.0                              TestStrips3                   3.0                                    TestStrips1                       3.0                                        6.0                            Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 2218    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:20:57 PM  4970       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2221    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 2       7/21/2022 1:21:25 PM  5035       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2224    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 2       7/21/2022 1:22:31 PM  5102       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2227    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 2       7/21/2022 1:23:14 PM  5147       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 2236    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 2       7/21/2022 1:24:23 PM  5273       0        0            NaN  \n",
       "\n",
       "[555 rows x 4792 columns]"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "myTadmHelper.tadm_merger()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>47890</th>\n",
       "      <th>47900</th>\n",
       "      <th>47910</th>\n",
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       "    <tr>\n",
       "      <th>Sample ID</th>\n",
       "      <th>Replicate Number</th>\n",
       "      <th>Overall Result</th>\n",
       "      <th>N500 Serial Number</th>\n",
       "      <th>XPCR Module Serial</th>\n",
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       "      <th>Heater Module Serial</th>\n",
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       "      <th>StepType</th>\n",
       "      <th>Channel</th>\n",
       "      <th>Time</th>\n",
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       "      <th>TadmMode</th>\n",
       "      <th>TadmError</th>\n",
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       "      <th rowspan=\"11\" valign=\"top\">BKV 10m4 U R10</th>\n",
       "      <th rowspan=\"11\" valign=\"top\">1</th>\n",
       "      <th rowspan=\"11\" valign=\"top\">Indeterminate</th>\n",
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       "      <th rowspan=\"11\" valign=\"top\">V639</th>\n",
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       "      <th rowspan=\"11\" valign=\"top\">NaN</th>\n",
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       "      <th rowspan=\"11\" valign=\"top\">Patient Sample</th>\n",
       "      <th rowspan=\"11\" valign=\"top\">Urine</th>\n",
       "      <th rowspan=\"11\" valign=\"top\">Urine</th>\n",
       "      <th rowspan=\"11\" valign=\"top\">SecondaryTube13x75</th>\n",
       "      <th rowspan=\"11\" valign=\"top\">BKV URINE 10</th>\n",
       "      <th rowspan=\"11\" valign=\"top\">L999</th>\n",
       "      <th rowspan=\"11\" valign=\"top\">Completed</th>\n",
       "      <th>1832</th>\n",
       "      <th>PressureValues0</th>\n",
       "      <th>NMDX_LHPA_Buffer_TADM</th>\n",
       "      <th>700</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>3</th>\n",
       "      <th>7/21/2022 12:01:18 PM</th>\n",
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       "      <th>700</th>\n",
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       "      <th>6222</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>9.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>78.0</td>\n",
       "      <td>107.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1840</th>\n",
       "      <th>PressureValues7</th>\n",
       "      <th>NMDX_LHPA_Urine_TADM</th>\n",
       "      <th>0</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>3</th>\n",
       "      <th>7/21/2022 12:03:41 PM</th>\n",
       "      <th>6453</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>9.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>-58.0</td>\n",
       "      <td>-146.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2171</th>\n",
       "      <th>PressureValues10</th>\n",
       "      <th>NMDX_LHPB_CapPlate_Urine_TADM</th>\n",
       "      <th>946</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>3</th>\n",
       "      <th>7/21/2022 1:06:58 PM</th>\n",
       "      <th>3497</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>136.0</td>\n",
       "      <td>141.0</td>\n",
       "      <td>136.0</td>\n",
       "      <td>141.0</td>\n",
       "      <td>136.0</td>\n",
       "      <td>136.0</td>\n",
       "      <td>141.0</td>\n",
       "      <td>141.0</td>\n",
       "      <td>63.0</td>\n",
       "      <td>-19.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2174</th>\n",
       "      <th>PressureValues23</th>\n",
       "      <th>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</th>\n",
       "      <th>10</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>3</th>\n",
       "      <th>7/21/2022 1:07:05 PM</th>\n",
       "      <th>3593</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>-625.0</td>\n",
       "      <td>-625.0</td>\n",
       "      <td>-625.0</td>\n",
       "      <td>-625.0</td>\n",
       "      <td>-625.0</td>\n",
       "      <td>-629.0</td>\n",
       "      <td>-629.0</td>\n",
       "      <td>-625.0</td>\n",
       "      <td>-629.0</td>\n",
       "      <td>-639.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2177</th>\n",
       "      <th>PressureValues12</th>\n",
       "      <th>NMDX_LHPB_Urine_30uL_TADM</th>\n",
       "      <th>946</th>\n",
       "      <th>Dispensing</th>\n",
       "      <th>3</th>\n",
       "      <th>7/21/2022 1:08:20 PM</th>\n",
       "      <th>3641</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>-4.0</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>-9.0</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2219</th>\n",
       "      <th>PressureValues24</th>\n",
       "      <th>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</th>\n",
       "      <th>10</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>3</th>\n",
       "      <th>7/21/2022 1:20:57 PM</th>\n",
       "      <th>4970</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>234.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>200.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2220</th>\n",
       "      <th>PressureValues14</th>\n",
       "      <th>NMDX_LHPC1_Urine_TADM</th>\n",
       "      <th>75</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>3</th>\n",
       "      <th>7/21/2022 1:21:10 PM</th>\n",
       "      <th>5005</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>449.0</td>\n",
       "      <td>449.0</td>\n",
       "      <td>444.0</td>\n",
       "      <td>449.0</td>\n",
       "      <td>444.0</td>\n",
       "      <td>449.0</td>\n",
       "      <td>444.0</td>\n",
       "      <td>444.0</td>\n",
       "      <td>449.0</td>\n",
       "      <td>449.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2225</th>\n",
       "      <th>PressureValues22</th>\n",
       "      <th>NMDX_LHPC2_urine_TADM</th>\n",
       "      <th>80</th>\n",
       "      <th>Dispensing</th>\n",
       "      <th>3</th>\n",
       "      <th>7/21/2022 1:22:32 PM</th>\n",
       "      <th>5102</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2228</th>\n",
       "      <th>PressureValues20</th>\n",
       "      <th>NMDX_LHPC2_urine_TADM</th>\n",
       "      <th>18</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>3</th>\n",
       "      <th>7/21/2022 1:23:14 PM</th>\n",
       "      <th>5147</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>43.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2237</th>\n",
       "      <th>PressureValues25</th>\n",
       "      <th>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</th>\n",
       "      <th>10</th>\n",
       "      <th>Aspirating</th>\n",
       "      <th>3</th>\n",
       "      <th>7/21/2022 1:24:23 PM</th>\n",
       "      <th>5273</th>\n",
       "      <th>0</th>\n",
       "      <th>0</th>\n",
       "      <td>58.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>11 rows × 4792 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     0      \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          136.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0           -4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0          234.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0          449.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0           43.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0           58.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     10     \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          141.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0           -4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0          239.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0          449.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0           43.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0           58.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     20     \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          136.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0           -4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0          239.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0          444.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0           43.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0           58.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     30     \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          141.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0           -4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0          239.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0          449.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0           43.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0           58.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     40     \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          136.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0           -4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0          239.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0          444.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0           43.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0           58.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     50     \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           83.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0           14.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          136.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -629.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0           -4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0          234.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0          449.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0           43.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0           58.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     60     \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          141.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -629.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0           -9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0          239.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0          444.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            0.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0           39.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0           58.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     70     \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0           83.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0           29.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0           14.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          141.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -625.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0           -4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0          234.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0          444.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0           43.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0           58.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     80     \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            4.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0           78.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0          -58.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0           63.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -629.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0          239.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0          449.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            9.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0           39.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0           58.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     90     \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0         -112.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0          107.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0         -146.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          -19.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0         -639.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0           29.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0          200.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0          449.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0           24.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0           39.0   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0           24.0   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     ...  \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError  ...   \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0          ...   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0          ...   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     47820  \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     47830  \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     47840  \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     47850  \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     47860  \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     47870  \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     47880  \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     47890  \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     47900  \\\n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError          \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0            NaN   \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0            NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     47910  \n",
       "Sample ID      Replicate Number Overall Result N500 Serial Number XPCR Module Serial XPCR Module Index Pcr Cartridge Lane Heater Module Serial Heater Module Index Capture Plate Well Test Strip NeuMoDx Carrier Test Strip NeuMoDx Carrier Position Test Strip NeuMoDx Well Sample Type    Sample Specimen Type Test Specimen Type Specimen Tube Type Assay Name   Result Code Status    CurveID Sheet            LiquidClassName                                    Volume StepType   Channel Time                  StepNumber TadmMode TadmError         \n",
       "BKV 10m4 U R10 1                Indeterminate  12000112           V639               1.0               3.0                156                  4                   24                 NaN                        NaN                                 NaN                     Patient Sample Urine                Urine              SecondaryTube13x75 BKV URINE 10 L999        Completed 1832    PressureValues0  NMDX_LHPA_Buffer_TADM                              700    Aspirating 3       7/21/2022 12:01:18 PM 6212       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1835    PressureValues4  NMDX_LHPA_CapPlate_Urine_TADM                      700    Dispensing 3       7/21/2022 12:01:33 PM 6222       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          1840    PressureValues7  NMDX_LHPA_Urine_TADM                               0      Aspirating 3       7/21/2022 12:03:41 PM 6453       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2171    PressureValues10 NMDX_LHPB_CapPlate_Urine_TADM                      946    Aspirating 3       7/21/2022 1:06:58 PM  3497       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2174    PressureValues23 NeuMoDx_HighVolumeFilter_Air_DispenseSurface       10     Aspirating 3       7/21/2022 1:07:05 PM  3593       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2177    PressureValues12 NMDX_LHPB_Urine_30uL_TADM                          946    Dispensing 3       7/21/2022 1:08:20 PM  3641       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2219    PressureValues24 NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:20:57 PM  4970       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2220    PressureValues14 NMDX_LHPC1_Urine_TADM                              75     Aspirating 3       7/21/2022 1:21:10 PM  5005       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2225    PressureValues22 NMDX_LHPC2_urine_TADM                              80     Dispensing 3       7/21/2022 1:22:32 PM  5102       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2228    PressureValues20 NMDX_LHPC2_urine_TADM                              18     Aspirating 3       7/21/2022 1:23:14 PM  5147       0        0            NaN  \n",
       "                                                                                                                                                                                                                                                                                                                                                                                          2237    PressureValues25 NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... 10     Aspirating 3       7/21/2022 1:24:23 PM  5273       0        0            NaN  \n",
       "\n",
       "[11 rows x 4792 columns]"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "TADM_frame.loc['0080c1ae-1609-ed11-85f4-5cf370a20867']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "TADM_frame = myTadmHelper.tadm_merger()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "TADM_frame_groups = TADM_frame.reset_index().set_index(['LiquidClassName', 'StepType'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "TADM_frame_groups.to_csv('TADM_Frame_option_1.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "description_columns = []\n",
    "time_columns = []\n",
    "for x in TADM_frame_groups.columns:\n",
    "    if isinstance(x, str):\n",
    "        description_columns.append(x)\n",
    "    else:\n",
    "        time_columns.append(x)\n",
    "\n",
    "TADM_frame_option_2 = TADM_frame_groups.set_index(description_columns, append=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "TADM_frame_option_2 = TADM_frame_option_2.reset_index().melt(id_vars=identifiers).dropna(subset=['value'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['LiquidClassName', 'StepType', 'Sample ID', 'Replicate Number',\n",
       "       'Test Guid', 'Volume', 'TadmError', 'Time', 'CurveID',\n",
       "       'XPCR Module Serial', 'XPCR Module Index', 'Pcr Cartridge Lane',\n",
       "       'Heater Module Serial', 'Heater Module Index', 'Capture Plate Well',\n",
       "       'Sheet', 'Channel', 'StepNumber', 'TadmMode', 'variable', 'value'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "TADM_frame_option_2.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>Sample ID</th>\n",
       "      <th colspan=\"4\" halign=\"left\">BKV 10m4 U R1</th>\n",
       "      <th colspan=\"4\" halign=\"left\">BKV 10m4 U R10</th>\n",
       "      <th colspan=\"2\" halign=\"left\">BKV 10m4 U R11</th>\n",
       "      <th>...</th>\n",
       "      <th colspan=\"2\" halign=\"left\">BKV 10m4 U R7</th>\n",
       "      <th colspan=\"4\" halign=\"left\">BKV 10m4 U R8</th>\n",
       "      <th colspan=\"4\" halign=\"left\">BKV 10m4 U R9</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>Test Guid</th>\n",
       "      <th>0d5c9e96-1209-ed11-85f4-5cf370a20867</th>\n",
       "      <th>5a7b815a-1309-ed11-85f4-5cf370a20867</th>\n",
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       "      <th>f47fc1ae-1609-ed11-85f4-5cf370a20867</th>\n",
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       "      <th>1f42d920-2009-ed11-85f4-5cf370a20867</th>\n",
       "      <th>2c42d920-2009-ed11-85f4-5cf370a20867</th>\n",
       "      <th>...</th>\n",
       "      <th>8442e1f8-1209-ed11-85f4-5cf370a20867</th>\n",
       "      <th>d7de19db-1309-ed11-85f4-5cf370a20867</th>\n",
       "      <th>3e5c9e96-1209-ed11-85f4-5cf370a20867</th>\n",
       "      <th>847b815a-1309-ed11-85f4-5cf370a20867</th>\n",
       "      <th>8a42e1f8-1209-ed11-85f4-5cf370a20867</th>\n",
       "      <th>ddde19db-1309-ed11-85f4-5cf370a20867</th>\n",
       "      <th>65fdae7a-1409-ed11-85f4-5cf370a20867</th>\n",
       "      <th>6bfdae7a-1409-ed11-85f4-5cf370a20867</th>\n",
       "      <th>71fdae7a-1409-ed11-85f4-5cf370a20867</th>\n",
       "      <th>77fdae7a-1409-ed11-85f4-5cf370a20867</th>\n",
       "    </tr>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>XPCR Module Serial</th>\n",
       "      <th>V790</th>\n",
       "      <th>V834</th>\n",
       "      <th>V834</th>\n",
       "      <th>V834</th>\n",
       "      <th>V639</th>\n",
       "      <th>V1169</th>\n",
       "      <th>V639</th>\n",
       "      <th>V639</th>\n",
       "      <th>V1169</th>\n",
       "      <th>V1169</th>\n",
       "      <th>...</th>\n",
       "      <th>V790</th>\n",
       "      <th>V639</th>\n",
       "      <th>V1169</th>\n",
       "      <th>V834</th>\n",
       "      <th>V790</th>\n",
       "      <th>V639</th>\n",
       "      <th>V639</th>\n",
       "      <th>V639</th>\n",
       "      <th>V639</th>\n",
       "      <th>V639</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>XPCR Module Index</th>\n",
       "      <th>3.0</th>\n",
       "      <th>2.0</th>\n",
       "      <th>2.0</th>\n",
       "      <th>2.0</th>\n",
       "      <th>1.0</th>\n",
       "      <th>4.0</th>\n",
       "      <th>1.0</th>\n",
       "      <th>1.0</th>\n",
       "      <th>4.0</th>\n",
       "      <th>4.0</th>\n",
       "      <th>...</th>\n",
       "      <th>3.0</th>\n",
       "      <th>1.0</th>\n",
       "      <th>4.0</th>\n",
       "      <th>2.0</th>\n",
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       "      <th>1.0</th>\n",
       "      <th>1.0</th>\n",
       "      <th>1.0</th>\n",
       "      <th>1.0</th>\n",
       "      <th>1.0</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LiquidClassName</th>\n",
       "      <th>StepType</th>\n",
       "      <th>Volume</th>\n",
       "      <th>Time</th>\n",
       "      <th>CurveID</th>\n",
       "      <th>variable</th>\n",
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       "      <th></th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">NMDX_LHPA_Buffer_TADM</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">Aspirating</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">700</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">7/21/2022 11:32:01 AM</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">1581</th>\n",
       "      <th>0</th>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>34.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>34.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>34.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>39.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">Aspirating</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">10</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">7/21/2022 1:51:23 PM</th>\n",
       "      <th rowspan=\"5\" valign=\"top\">2311</th>\n",
       "      <th>610</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>620</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>630</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>640</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>650</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>268954 rows × 47 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "Sample ID                                                                                                                          BKV 10m4 U R1  \\\n",
       "Test Guid                                                                                                   0d5c9e96-1209-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                          V790   \n",
       "XPCR Module Index                                                                                                                            3.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                        34.0   \n",
       "                                                                                                   10                                       34.0   \n",
       "                                                                                                   20                                       34.0   \n",
       "                                                                                                   30                                       34.0   \n",
       "                                                                                                   40                                       39.0   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                                         \\\n",
       "Test Guid                                                                                                   5a7b815a-1309-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                          V834   \n",
       "XPCR Module Index                                                                                                                            2.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                                         \\\n",
       "Test Guid                                                                                                   6042e1f8-1209-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                          V834   \n",
       "XPCR Module Index                                                                                                                            2.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                                         \\\n",
       "Test Guid                                                                                                   b3de19db-1309-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                          V834   \n",
       "XPCR Module Index                                                                                                                            2.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                         BKV 10m4 U R10  \\\n",
       "Test Guid                                                                                                   0080c1ae-1609-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                          V639   \n",
       "XPCR Module Index                                                                                                                            1.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                                         \\\n",
       "Test Guid                                                                                                   cb9dad68-1f09-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                         V1169   \n",
       "XPCR Module Index                                                                                                                            4.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                                         \\\n",
       "Test Guid                                                                                                   f47fc1ae-1609-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                          V639   \n",
       "XPCR Module Index                                                                                                                            1.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                                         \\\n",
       "Test Guid                                                                                                   fa7fc1ae-1609-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                          V639   \n",
       "XPCR Module Index                                                                                                                            1.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                         BKV 10m4 U R11  \\\n",
       "Test Guid                                                                                                   1f42d920-2009-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                         V1169   \n",
       "XPCR Module Index                                                                                                                            4.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                                         \\\n",
       "Test Guid                                                                                                   2c42d920-2009-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                         V1169   \n",
       "XPCR Module Index                                                                                                                            4.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                    ...  \\\n",
       "Test Guid                                                                                                    ...   \n",
       "XPCR Module Serial                                                                                           ...   \n",
       "XPCR Module Index                                                                                            ...   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable  ...   \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0         ...   \n",
       "                                                                                                   10        ...   \n",
       "                                                                                                   20        ...   \n",
       "                                                                                                   30        ...   \n",
       "                                                                                                   40        ...   \n",
       "...                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610       ...   \n",
       "                                                                                                   620       ...   \n",
       "                                                                                                   630       ...   \n",
       "                                                                                                   640       ...   \n",
       "                                                                                                   650       ...   \n",
       "\n",
       "Sample ID                                                                                                                          BKV 10m4 U R7  \\\n",
       "Test Guid                                                                                                   8442e1f8-1209-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                          V790   \n",
       "XPCR Module Index                                                                                                                            3.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                                         \\\n",
       "Test Guid                                                                                                   d7de19db-1309-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                          V639   \n",
       "XPCR Module Index                                                                                                                            1.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                          BKV 10m4 U R8  \\\n",
       "Test Guid                                                                                                   3e5c9e96-1209-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                         V1169   \n",
       "XPCR Module Index                                                                                                                            4.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                                         \\\n",
       "Test Guid                                                                                                   847b815a-1309-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                          V834   \n",
       "XPCR Module Index                                                                                                                            2.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                                         \\\n",
       "Test Guid                                                                                                   8a42e1f8-1209-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                          V790   \n",
       "XPCR Module Index                                                                                                                            3.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                                         \\\n",
       "Test Guid                                                                                                   ddde19db-1309-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                          V639   \n",
       "XPCR Module Index                                                                                                                            1.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                          BKV 10m4 U R9  \\\n",
       "Test Guid                                                                                                   65fdae7a-1409-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                          V639   \n",
       "XPCR Module Index                                                                                                                            1.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                                         \\\n",
       "Test Guid                                                                                                   6bfdae7a-1409-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                          V639   \n",
       "XPCR Module Index                                                                                                                            1.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                                         \\\n",
       "Test Guid                                                                                                   71fdae7a-1409-ed11-85f4-5cf370a20867   \n",
       "XPCR Module Serial                                                                                                                          V639   \n",
       "XPCR Module Index                                                                                                                            1.0   \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                        \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN   \n",
       "                                                                                                   10                                        NaN   \n",
       "                                                                                                   20                                        NaN   \n",
       "                                                                                                   30                                        NaN   \n",
       "                                                                                                   40                                        NaN   \n",
       "...                                                                                                                                          ...   \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN   \n",
       "                                                                                                   620                                       NaN   \n",
       "                                                                                                   630                                       NaN   \n",
       "                                                                                                   640                                       NaN   \n",
       "                                                                                                   650                                       NaN   \n",
       "\n",
       "Sample ID                                                                                                                                         \n",
       "Test Guid                                                                                                   77fdae7a-1409-ed11-85f4-5cf370a20867  \n",
       "XPCR Module Serial                                                                                                                          V639  \n",
       "XPCR Module Index                                                                                                                            1.0  \n",
       "LiquidClassName                                    StepType   Volume Time                  CurveID variable                                       \n",
       "NMDX_LHPA_Buffer_TADM                              Aspirating 700    7/21/2022 11:32:01 AM 1581    0                                         NaN  \n",
       "                                                                                                   10                                        NaN  \n",
       "                                                                                                   20                                        NaN  \n",
       "                                                                                                   30                                        NaN  \n",
       "                                                                                                   40                                        NaN  \n",
       "...                                                                                                                                          ...  \n",
       "NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispense... Aspirating 10     7/21/2022 1:51:23 PM  2311    610                                       NaN  \n",
       "                                                                                                   620                                       NaN  \n",
       "                                                                                                   630                                       NaN  \n",
       "                                                                                                   640                                       NaN  \n",
       "                                                                                                   650                                       NaN  \n",
       "\n",
       "[268954 rows x 47 columns]"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "TADM_frame_option_2.pivot_table(index=['LiquidClassName', 'StepType', 'Volume', 'Time', 'CurveID', 'variable'], columns=['Sample ID', 'Test Guid', 'XPCR Module Serial', 'XPCR Module Index'], values='value')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 154,
   "metadata": {},
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "Could not interpret value `V639` for parameter `hue`",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "Cell \u001b[1;32mIn [154], line 17\u001b[0m\n\u001b[0;32m     14\u001b[0m pressure_cols \u001b[39m=\u001b[39m [x \u001b[39mfor\u001b[39;00m x \u001b[39min\u001b[39;00m plotData\u001b[39m.\u001b[39mcolumns \u001b[39mif\u001b[39;00m \u001b[39misinstance\u001b[39m(x, \u001b[39mint\u001b[39m)]\n\u001b[0;32m     16\u001b[0m \u001b[39mfor\u001b[39;00m item \u001b[39min\u001b[39;00m plotData\u001b[39m.\u001b[39mindex:\n\u001b[1;32m---> 17\u001b[0m     sns\u001b[39m.\u001b[39;49mlineplot(x\u001b[39m=\u001b[39;49mpressure_cols, y\u001b[39m=\u001b[39;49mplotData\u001b[39m.\u001b[39;49mloc[item, pressure_cols]\u001b[39m.\u001b[39;49mvalues, hue\u001b[39m=\u001b[39;49mplotData\u001b[39m.\u001b[39;49mloc[item, \u001b[39m'\u001b[39;49m\u001b[39mXPCR Module Serial\u001b[39;49m\u001b[39m'\u001b[39;49m])\n",
      "File \u001b[1;32mc:\\Users\\RipleyA\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\seaborn\\relational.py:618\u001b[0m, in \u001b[0;36mlineplot\u001b[1;34m(data, x, y, hue, size, style, units, palette, hue_order, hue_norm, sizes, size_order, size_norm, dashes, markers, style_order, estimator, errorbar, n_boot, seed, orient, sort, err_style, err_kws, legend, ci, ax, **kwargs)\u001b[0m\n\u001b[0;32m    615\u001b[0m errorbar \u001b[39m=\u001b[39m _deprecate_ci(errorbar, ci)\n\u001b[0;32m    617\u001b[0m variables \u001b[39m=\u001b[39m _LinePlotter\u001b[39m.\u001b[39mget_semantics(\u001b[39mlocals\u001b[39m())\n\u001b[1;32m--> 618\u001b[0m p \u001b[39m=\u001b[39m _LinePlotter(\n\u001b[0;32m    619\u001b[0m     data\u001b[39m=\u001b[39;49mdata, variables\u001b[39m=\u001b[39;49mvariables,\n\u001b[0;32m    620\u001b[0m     estimator\u001b[39m=\u001b[39;49mestimator, n_boot\u001b[39m=\u001b[39;49mn_boot, seed\u001b[39m=\u001b[39;49mseed, errorbar\u001b[39m=\u001b[39;49merrorbar,\n\u001b[0;32m    621\u001b[0m     sort\u001b[39m=\u001b[39;49msort, orient\u001b[39m=\u001b[39;49morient, err_style\u001b[39m=\u001b[39;49merr_style, err_kws\u001b[39m=\u001b[39;49merr_kws,\n\u001b[0;32m    622\u001b[0m     legend\u001b[39m=\u001b[39;49mlegend,\n\u001b[0;32m    623\u001b[0m )\n\u001b[0;32m    625\u001b[0m p\u001b[39m.\u001b[39mmap_hue(palette\u001b[39m=\u001b[39mpalette, order\u001b[39m=\u001b[39mhue_order, norm\u001b[39m=\u001b[39mhue_norm)\n\u001b[0;32m    626\u001b[0m p\u001b[39m.\u001b[39mmap_size(sizes\u001b[39m=\u001b[39msizes, order\u001b[39m=\u001b[39msize_order, norm\u001b[39m=\u001b[39msize_norm)\n",
      "File \u001b[1;32mc:\\Users\\RipleyA\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\seaborn\\relational.py:365\u001b[0m, in \u001b[0;36m_LinePlotter.__init__\u001b[1;34m(self, data, variables, estimator, n_boot, seed, errorbar, sort, orient, err_style, err_kws, legend)\u001b[0m\n\u001b[0;32m    351\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39m__init__\u001b[39m(\n\u001b[0;32m    352\u001b[0m     \u001b[39mself\u001b[39m, \u001b[39m*\u001b[39m,\n\u001b[0;32m    353\u001b[0m     data\u001b[39m=\u001b[39m\u001b[39mNone\u001b[39;00m, variables\u001b[39m=\u001b[39m{},\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m    359\u001b[0m     \u001b[39m# the kind of plot to draw, but for the time being we need to set\u001b[39;00m\n\u001b[0;32m    360\u001b[0m     \u001b[39m# this information so the SizeMapping can use it\u001b[39;00m\n\u001b[0;32m    361\u001b[0m     \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_default_size_range \u001b[39m=\u001b[39m (\n\u001b[0;32m    362\u001b[0m         np\u001b[39m.\u001b[39mr_[\u001b[39m.5\u001b[39m, \u001b[39m2\u001b[39m] \u001b[39m*\u001b[39m mpl\u001b[39m.\u001b[39mrcParams[\u001b[39m\"\u001b[39m\u001b[39mlines.linewidth\u001b[39m\u001b[39m\"\u001b[39m]\n\u001b[0;32m    363\u001b[0m     )\n\u001b[1;32m--> 365\u001b[0m     \u001b[39msuper\u001b[39;49m()\u001b[39m.\u001b[39;49m\u001b[39m__init__\u001b[39;49m(data\u001b[39m=\u001b[39;49mdata, variables\u001b[39m=\u001b[39;49mvariables)\n\u001b[0;32m    367\u001b[0m     \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mestimator \u001b[39m=\u001b[39m estimator\n\u001b[0;32m    368\u001b[0m     \u001b[39mself\u001b[39m\u001b[39m.\u001b[39merrorbar \u001b[39m=\u001b[39m errorbar\n",
      "File \u001b[1;32mc:\\Users\\RipleyA\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\seaborn\\_oldcore.py:640\u001b[0m, in \u001b[0;36mVectorPlotter.__init__\u001b[1;34m(self, data, variables)\u001b[0m\n\u001b[0;32m    635\u001b[0m \u001b[39m# var_ordered is relevant only for categorical axis variables, and may\u001b[39;00m\n\u001b[0;32m    636\u001b[0m \u001b[39m# be better handled by an internal axis information object that tracks\u001b[39;00m\n\u001b[0;32m    637\u001b[0m \u001b[39m# such information and is set up by the scale_* methods. The analogous\u001b[39;00m\n\u001b[0;32m    638\u001b[0m \u001b[39m# information for numeric axes would be information about log scales.\u001b[39;00m\n\u001b[0;32m    639\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_var_ordered \u001b[39m=\u001b[39m {\u001b[39m\"\u001b[39m\u001b[39mx\u001b[39m\u001b[39m\"\u001b[39m: \u001b[39mFalse\u001b[39;00m, \u001b[39m\"\u001b[39m\u001b[39my\u001b[39m\u001b[39m\"\u001b[39m: \u001b[39mFalse\u001b[39;00m}  \u001b[39m# alt., used DefaultDict\u001b[39;00m\n\u001b[1;32m--> 640\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49massign_variables(data, variables)\n\u001b[0;32m    642\u001b[0m \u001b[39mfor\u001b[39;00m var, \u001b[39mcls\u001b[39m \u001b[39min\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_semantic_mappings\u001b[39m.\u001b[39mitems():\n\u001b[0;32m    643\u001b[0m \n\u001b[0;32m    644\u001b[0m     \u001b[39m# Create the mapping function\u001b[39;00m\n\u001b[0;32m    645\u001b[0m     map_func \u001b[39m=\u001b[39m partial(\u001b[39mcls\u001b[39m\u001b[39m.\u001b[39mmap, plotter\u001b[39m=\u001b[39m\u001b[39mself\u001b[39m)\n",
      "File \u001b[1;32mc:\\Users\\RipleyA\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\seaborn\\_oldcore.py:701\u001b[0m, in \u001b[0;36mVectorPlotter.assign_variables\u001b[1;34m(self, data, variables)\u001b[0m\n\u001b[0;32m    699\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m    700\u001b[0m     \u001b[39mself\u001b[39m\u001b[39m.\u001b[39minput_format \u001b[39m=\u001b[39m \u001b[39m\"\u001b[39m\u001b[39mlong\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[1;32m--> 701\u001b[0m     plot_data, variables \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_assign_variables_longform(\n\u001b[0;32m    702\u001b[0m         data, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mvariables,\n\u001b[0;32m    703\u001b[0m     )\n\u001b[0;32m    705\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mplot_data \u001b[39m=\u001b[39m plot_data\n\u001b[0;32m    706\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mvariables \u001b[39m=\u001b[39m variables\n",
      "File \u001b[1;32mc:\\Users\\RipleyA\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\seaborn\\_oldcore.py:938\u001b[0m, in \u001b[0;36mVectorPlotter._assign_variables_longform\u001b[1;34m(self, data, **kwargs)\u001b[0m\n\u001b[0;32m    933\u001b[0m \u001b[39melif\u001b[39;00m \u001b[39misinstance\u001b[39m(val, (\u001b[39mstr\u001b[39m, \u001b[39mbytes\u001b[39m)):\n\u001b[0;32m    934\u001b[0m \n\u001b[0;32m    935\u001b[0m     \u001b[39m# This looks like a column name but we don't know what it means!\u001b[39;00m\n\u001b[0;32m    937\u001b[0m     err \u001b[39m=\u001b[39m \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mCould not interpret value `\u001b[39m\u001b[39m{\u001b[39;00mval\u001b[39m}\u001b[39;00m\u001b[39m` for parameter `\u001b[39m\u001b[39m{\u001b[39;00mkey\u001b[39m}\u001b[39;00m\u001b[39m`\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[1;32m--> 938\u001b[0m     \u001b[39mraise\u001b[39;00m \u001b[39mValueError\u001b[39;00m(err)\n\u001b[0;32m    940\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m    941\u001b[0m \n\u001b[0;32m    942\u001b[0m     \u001b[39m# Otherwise, assume the value is itself data\u001b[39;00m\n\u001b[0;32m    943\u001b[0m \n\u001b[0;32m    944\u001b[0m     \u001b[39m# Raise when data object is present and a vector can't matched\u001b[39;00m\n\u001b[0;32m    945\u001b[0m     \u001b[39mif\u001b[39;00m \u001b[39misinstance\u001b[39m(data, pd\u001b[39m.\u001b[39mDataFrame) \u001b[39mand\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39misinstance\u001b[39m(val, pd\u001b[39m.\u001b[39mSeries):\n",
      "\u001b[1;31mValueError\u001b[0m: Could not interpret value `V639` for parameter `hue`"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt \n",
    "import seaborn as sns\n",
    "\n",
    "group_col = ''\n",
    "fig, ax = plt.subplots(1,1, figsize=(20,10))\n",
    "\n",
    "plotData = TADM_frame_groups.loc[TADM_types[0]].reset_index()\n",
    "\n",
    "for x in plotData.columns:\n",
    "    if isinstance(x, int):\n",
    "        if plotData[x].isnull().values.any():\n",
    "            plotData.drop(x, axis=1, inplace=True)\n",
    "\n",
    "pressure_cols = [x for x in plotData.columns if isinstance(x, int)]\n",
    "\n",
    "palet\n",
    "\n",
    "for item in plotData.index:\n",
    "    sns.lineplot(x=pressure_cols, y=plotData.loc[item, pressure_cols].values, hue=plotData.loc[item, 'XPCR Module Serial'])\n",
    "    \n",
    "\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.10.8 64-bit",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.8"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "8ca8ae99df12afeecc637c741eef9d8fc79f3c8a2a662f29db32bfeb3c8d3abb"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}