tadm_analysis_script-2.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from IPython.display import HTML"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\RipleyA\\AppData\\Local\\Temp\\ipykernel_17028\\3577233942.py:1: DtypeWarning: Columns (45,61,69) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  tadm_data = pd.read_csv('P:/USERS/PSG/Cartridge DOE 09Nov2022 (Ultra Sonic Weld + Regular Ridge)/TADM CSV Files/TADM_output_N000001-2.csv')\n"
     ]
    }
   ],
   "source": [
    "tadm_data = pd.read_csv('P:/USERS/PSG/Cartridge DOE 09Nov2022 (Ultra Sonic Weld + Regular Ridge)/TADM CSV Files/TADM_output_N000001-2.csv')\n",
    "tadm_data['Time'] = tadm_data['Time'].astype('datetime64[ms]')\n",
    "tadm_data.set_index('Test Guid', inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {},
   "outputs": [],
   "source": [
    "correct_order = tadm_data.loc['a2683727-e961-ed11-8689-1866da4c1cff'].sort_values('Time')['LiquidClassName'].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></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>48410</th>\n",
       "      <th>48420</th>\n",
       "      <th>48430</th>\n",
       "      <th>48440</th>\n",
       "      <th>48450</th>\n",
       "      <th>48460</th>\n",
       "      <th>48470</th>\n",
       "      <th>48480</th>\n",
       "      <th>48490</th>\n",
       "      <th>48500</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Test Guid</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",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>a2683727-e961-ed11-8689-1866da4c1cff</th>\n",
       "      <td>1.0</td>\n",
       "      <td>PressureValues0</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>550.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2022-11-11 12:49:42</td>\n",
       "      <td>688.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</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>a2683727-e961-ed11-8689-1866da4c1cff</th>\n",
       "      <td>9.0</td>\n",
       "      <td>PressureValues3</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>550.0</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2022-11-11 12:49:56</td>\n",
       "      <td>698.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</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>a2683727-e961-ed11-8689-1866da4c1cff</th>\n",
       "      <td>17.0</td>\n",
       "      <td>PressureValues1</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2022-11-11 12:50:28</td>\n",
       "      <td>884.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</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>a2683727-e961-ed11-8689-1866da4c1cff</th>\n",
       "      <td>241.0</td>\n",
       "      <td>PressureValues4</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>946.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2022-11-11 13:09:03</td>\n",
       "      <td>3812.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</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>a2683727-e961-ed11-8689-1866da4c1cff</th>\n",
       "      <td>249.0</td>\n",
       "      <td>PressureValues9</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>10.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2022-11-11 13:09:17</td>\n",
       "      <td>4008.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</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>a2683727-e961-ed11-8689-1866da4c1cff</th>\n",
       "      <td>257.0</td>\n",
       "      <td>PressureValues5</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>946.0</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2022-11-11 13:10:59</td>\n",
       "      <td>4100.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1528.0</td>\n",
       "      <td>1523.0</td>\n",
       "      <td>1523.0</td>\n",
       "      <td>1523.0</td>\n",
       "      <td>1523.0</td>\n",
       "      <td>1528.0</td>\n",
       "      <td>1528.0</td>\n",
       "      <td>1523.0</td>\n",
       "      <td>1528.0</td>\n",
       "      <td>1528.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>a2683727-e961-ed11-8689-1866da4c1cff</th>\n",
       "      <td>361.0</td>\n",
       "      <td>PressureValues10</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispens...</td>\n",
       "      <td>10.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2022-11-11 13:25:25</td>\n",
       "      <td>9730.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</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>a2683727-e961-ed11-8689-1866da4c1cff</th>\n",
       "      <td>376.0</td>\n",
       "      <td>PressureValues6</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>75.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2022-11-11 13:27:24</td>\n",
       "      <td>126.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</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>a2683727-e961-ed11-8689-1866da4c1cff</th>\n",
       "      <td>377.0</td>\n",
       "      <td>PressureValues8</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>80.0</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2022-11-11 13:27:51</td>\n",
       "      <td>163.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</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>a2683727-e961-ed11-8689-1866da4c1cff</th>\n",
       "      <td>385.0</td>\n",
       "      <td>PressureValues7</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>17.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2022-11-11 13:28:33</td>\n",
       "      <td>258.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</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>a2683727-e961-ed11-8689-1866da4c1cff</th>\n",
       "      <td>393.0</td>\n",
       "      <td>PressureValues11</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispens...</td>\n",
       "      <td>10.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2022-11-11 13:28:46</td>\n",
       "      <td>331.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</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 × 4936 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                      CurveID             Sheet  \\\n",
       "Test Guid                                                         \n",
       "a2683727-e961-ed11-8689-1866da4c1cff      1.0   PressureValues0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff      9.0   PressureValues3   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     17.0   PressureValues1   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff    241.0   PressureValues4   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff    249.0   PressureValues9   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff    257.0   PressureValues5   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff    361.0  PressureValues10   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff    376.0   PressureValues6   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff    377.0   PressureValues8   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff    385.0   PressureValues7   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff    393.0  PressureValues11   \n",
       "\n",
       "                                                                        LiquidClassName  \\\n",
       "Test Guid                                                                                 \n",
       "a2683727-e961-ed11-8689-1866da4c1cff                            NMDX_IVD_LHPA_LB03_TADM   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff                     NMDX_LHPA_CapPlate_Plasma_TADM   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff                          NMDX_IVD_LHPA_Plasma_TADM   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff                     NMDX_LHPB_CapPlate_Plasma_TADM   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff       NeuMoDx_HighVolumeFilter_Air_DispenseSurface   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff                           NMDX_LHPB_Plasma_15_TADM   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff  NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispens...   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff                             NMDX_LHPC1_Plasma_TADM   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff                             NMDX_LHPC2_Plasma_TADM   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff                             NMDX_LHPC2_Plasma_TADM   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff  NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispens...   \n",
       "\n",
       "                                      Volume    StepType  Channel  \\\n",
       "Test Guid                                                           \n",
       "a2683727-e961-ed11-8689-1866da4c1cff   550.0  Aspirating      1.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff   550.0  Dispensing      1.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     0.0  Aspirating      1.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff   946.0  Aspirating      1.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff    10.0  Aspirating      1.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff   946.0  Dispensing      1.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff    10.0  Aspirating      1.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff    75.0  Aspirating      1.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff    80.0  Dispensing      1.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff    17.0  Aspirating      1.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff    10.0  Aspirating      1.0   \n",
       "\n",
       "                                                    Time  StepNumber  \\\n",
       "Test Guid                                                              \n",
       "a2683727-e961-ed11-8689-1866da4c1cff 2022-11-11 12:49:42       688.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff 2022-11-11 12:49:56       698.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff 2022-11-11 12:50:28       884.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff 2022-11-11 13:09:03      3812.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff 2022-11-11 13:09:17      4008.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff 2022-11-11 13:10:59      4100.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff 2022-11-11 13:25:25      9730.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff 2022-11-11 13:27:24       126.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff 2022-11-11 13:27:51       163.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff 2022-11-11 13:28:33       258.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff 2022-11-11 13:28:46       331.0   \n",
       "\n",
       "                                      TadmMode  TadmError  ...   48410  \\\n",
       "Test Guid                                                  ...           \n",
       "a2683727-e961-ed11-8689-1866da4c1cff       0.0        0.0  ...     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff       0.0        0.0  ...     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff       0.0        0.0  ...     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff       0.0        0.0  ...     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff       0.0        0.0  ...     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff       0.0        0.0  ...  1528.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff       0.0        0.0  ...     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff       0.0        0.0  ...     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff       0.0        0.0  ...     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff       0.0        0.0  ...     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff       0.0        0.0  ...     NaN   \n",
       "\n",
       "                                       48420   48430   48440   48450   48460  \\\n",
       "Test Guid                                                                      \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff  1523.0  1523.0  1523.0  1523.0  1528.0   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN     NaN   \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN     NaN   \n",
       "\n",
       "                                       48470   48480   48490   48500  \n",
       "Test Guid                                                             \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN  \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN  \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN  \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN  \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN  \n",
       "a2683727-e961-ed11-8689-1866da4c1cff  1528.0  1523.0  1528.0  1528.0  \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN  \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN  \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN  \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN  \n",
       "a2683727-e961-ed11-8689-1866da4c1cff     NaN     NaN     NaN     NaN  \n",
       "\n",
       "[11 rows x 4936 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tadm_data.loc[tadm_data.index.unique(0)[0]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['NMDX_IVD_LHPA_LB03_TADM', 'NMDX_LHPA_CapPlate_Plasma_TADM',\n",
       "       'NMDX_IVD_LHPA_Plasma_TADM', 'NMDX_LHPB_CapPlate_Plasma_TADM',\n",
       "       'NeuMoDx_HighVolumeFilter_Air_DispenseSurface',\n",
       "       'NMDX_LHPB_Plasma_15_TADM',\n",
       "       'NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface',\n",
       "       'NMDX_LHPC1_Plasma_TADM', 'NMDX_LHPC2_Plasma_TADM',\n",
       "       'NMDX_LHPC2_Plasma_TADM',\n",
       "       'NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface'],\n",
       "      dtype=object)"
      ]
     },
     "execution_count": 114,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "correct_order"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "metadata": {},
   "outputs": [],
   "source": [
    "for item in tadm_data.index.unique():\n",
    "    if [x for x in tadm_data.loc[[item], :].sort_values('Time')['LiquidClassName'].values] == [x for x in correct_order]:\n",
    "        tadm_data.loc[item, 'Correct Order'] = 1\n",
    "    else:\n",
    "        tadm_data.loc[item, 'Correct Order'] = 0\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Test Guid</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>...</th>\n",
       "      <th>48420</th>\n",
       "      <th>48430</th>\n",
       "      <th>48440</th>\n",
       "      <th>48450</th>\n",
       "      <th>48460</th>\n",
       "      <th>48470</th>\n",
       "      <th>48480</th>\n",
       "      <th>48490</th>\n",
       "      <th>48500</th>\n",
       "      <th>Correct Order</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>00f0f558-2664-ed11-868b-1866da4c1cff</td>\n",
       "      <td>87.0</td>\n",
       "      <td>PressureValues0</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>550.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2022-11-14 09:12:45</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>0.0</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>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>00f0f558-2664-ed11-868b-1866da4c1cff</td>\n",
       "      <td>95.0</td>\n",
       "      <td>PressureValues3</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>550.0</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2022-11-14 09:13:00</td>\n",
       "      <td>1974.0</td>\n",
       "      <td>0.0</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>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>00f0f558-2664-ed11-868b-1866da4c1cff</td>\n",
       "      <td>103.0</td>\n",
       "      <td>PressureValues1</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2022-11-14 09:13:29</td>\n",
       "      <td>2160.0</td>\n",
       "      <td>0.0</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>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>00f0f558-2664-ed11-868b-1866da4c1cff</td>\n",
       "      <td>287.0</td>\n",
       "      <td>PressureValues5</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>946.0</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2022-11-14 09:31:32</td>\n",
       "      <td>5511.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1176.0</td>\n",
       "      <td>1176.0</td>\n",
       "      <td>1176.0</td>\n",
       "      <td>1171.0</td>\n",
       "      <td>1176.0</td>\n",
       "      <td>1176.0</td>\n",
       "      <td>1171.0</td>\n",
       "      <td>1171.0</td>\n",
       "      <td>1166.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>305</th>\n",
       "      <td>00f0f558-2664-ed11-868b-1866da4c1cff</td>\n",
       "      <td>295.0</td>\n",
       "      <td>PressureValues4</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>946.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2022-11-14 09:32:17</td>\n",
       "      <td>6154.0</td>\n",
       "      <td>0.0</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>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>00f0f558-2664-ed11-868b-1866da4c1cff</td>\n",
       "      <td>303.0</td>\n",
       "      <td>PressureValues10</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>10.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2022-11-14 09:32:21</td>\n",
       "      <td>6594.0</td>\n",
       "      <td>0.0</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>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>370</th>\n",
       "      <td>00f0f558-2664-ed11-868b-1866da4c1cff</td>\n",
       "      <td>471.0</td>\n",
       "      <td>PressureValues11</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispens...</td>\n",
       "      <td>10.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2022-11-14 09:56:15</td>\n",
       "      <td>2637.0</td>\n",
       "      <td>0.0</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>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>373</th>\n",
       "      <td>00f0f558-2664-ed11-868b-1866da4c1cff</td>\n",
       "      <td>474.0</td>\n",
       "      <td>PressureValues7</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>75.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2022-11-14 09:56:43</td>\n",
       "      <td>2726.0</td>\n",
       "      <td>0.0</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>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>380</th>\n",
       "      <td>00f0f558-2664-ed11-868b-1866da4c1cff</td>\n",
       "      <td>487.0</td>\n",
       "      <td>PressureValues9</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>80.0</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2022-11-14 09:58:42</td>\n",
       "      <td>2937.0</td>\n",
       "      <td>0.0</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>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>385</th>\n",
       "      <td>00f0f558-2664-ed11-868b-1866da4c1cff</td>\n",
       "      <td>495.0</td>\n",
       "      <td>PressureValues8</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>17.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2022-11-14 09:59:22</td>\n",
       "      <td>3032.0</td>\n",
       "      <td>0.0</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>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>390</th>\n",
       "      <td>00f0f558-2664-ed11-868b-1866da4c1cff</td>\n",
       "      <td>503.0</td>\n",
       "      <td>PressureValues12</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispens...</td>\n",
       "      <td>10.0</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>7.0</td>\n",
       "      <td>2022-11-14 09:59:34</td>\n",
       "      <td>3105.0</td>\n",
       "      <td>0.0</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>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>11 rows × 4938 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                Test Guid  CurveID             Sheet  \\\n",
       "240  00f0f558-2664-ed11-868b-1866da4c1cff     87.0   PressureValues0   \n",
       "245  00f0f558-2664-ed11-868b-1866da4c1cff     95.0   PressureValues3   \n",
       "250  00f0f558-2664-ed11-868b-1866da4c1cff    103.0   PressureValues1   \n",
       "300  00f0f558-2664-ed11-868b-1866da4c1cff    287.0   PressureValues5   \n",
       "305  00f0f558-2664-ed11-868b-1866da4c1cff    295.0   PressureValues4   \n",
       "310  00f0f558-2664-ed11-868b-1866da4c1cff    303.0  PressureValues10   \n",
       "370  00f0f558-2664-ed11-868b-1866da4c1cff    471.0  PressureValues11   \n",
       "373  00f0f558-2664-ed11-868b-1866da4c1cff    474.0   PressureValues7   \n",
       "380  00f0f558-2664-ed11-868b-1866da4c1cff    487.0   PressureValues9   \n",
       "385  00f0f558-2664-ed11-868b-1866da4c1cff    495.0   PressureValues8   \n",
       "390  00f0f558-2664-ed11-868b-1866da4c1cff    503.0  PressureValues12   \n",
       "\n",
       "                                       LiquidClassName  Volume    StepType  \\\n",
       "240                            NMDX_IVD_LHPA_LB03_TADM   550.0  Aspirating   \n",
       "245                     NMDX_LHPA_CapPlate_Plasma_TADM   550.0  Dispensing   \n",
       "250                          NMDX_IVD_LHPA_Plasma_TADM     0.0  Aspirating   \n",
       "300                           NMDX_LHPB_Plasma_15_TADM   946.0  Dispensing   \n",
       "305                     NMDX_LHPB_CapPlate_Plasma_TADM   946.0  Aspirating   \n",
       "310       NeuMoDx_HighVolumeFilter_Air_DispenseSurface    10.0  Aspirating   \n",
       "370  NeuMoDx_LHPC1_StandardVolumeFilter_Air_Dispens...    10.0  Aspirating   \n",
       "373                             NMDX_LHPC1_Plasma_TADM    75.0  Aspirating   \n",
       "380                             NMDX_LHPC2_Plasma_TADM    80.0  Dispensing   \n",
       "385                             NMDX_LHPC2_Plasma_TADM    17.0  Aspirating   \n",
       "390  NeuMoDx_LHPC2_StandardVolumeFilter_Air_Dispens...    10.0  Aspirating   \n",
       "\n",
       "     Channel                Time  StepNumber  TadmMode  ...   48420   48430  \\\n",
       "240      7.0 2022-11-14 09:12:45      1964.0       0.0  ...     NaN     NaN   \n",
       "245      7.0 2022-11-14 09:13:00      1974.0       0.0  ...     NaN     NaN   \n",
       "250      7.0 2022-11-14 09:13:29      2160.0       0.0  ...     NaN     NaN   \n",
       "300      7.0 2022-11-14 09:31:32      5511.0       0.0  ...  1176.0  1176.0   \n",
       "305      7.0 2022-11-14 09:32:17      6154.0       0.0  ...     NaN     NaN   \n",
       "310      7.0 2022-11-14 09:32:21      6594.0       0.0  ...     NaN     NaN   \n",
       "370      7.0 2022-11-14 09:56:15      2637.0       0.0  ...     NaN     NaN   \n",
       "373      7.0 2022-11-14 09:56:43      2726.0       0.0  ...     NaN     NaN   \n",
       "380      7.0 2022-11-14 09:58:42      2937.0       0.0  ...     NaN     NaN   \n",
       "385      7.0 2022-11-14 09:59:22      3032.0       0.0  ...     NaN     NaN   \n",
       "390      7.0 2022-11-14 09:59:34      3105.0       0.0  ...     NaN     NaN   \n",
       "\n",
       "      48440   48450   48460   48470   48480   48490   48500  Correct Order  \n",
       "240     NaN     NaN     NaN     NaN     NaN     NaN     NaN            0.0  \n",
       "245     NaN     NaN     NaN     NaN     NaN     NaN     NaN            0.0  \n",
       "250     NaN     NaN     NaN     NaN     NaN     NaN     NaN            0.0  \n",
       "300  1176.0  1171.0  1176.0  1176.0  1171.0  1171.0  1166.0            0.0  \n",
       "305     NaN     NaN     NaN     NaN     NaN     NaN     NaN            0.0  \n",
       "310     NaN     NaN     NaN     NaN     NaN     NaN     NaN            0.0  \n",
       "370     NaN     NaN     NaN     NaN     NaN     NaN     NaN            0.0  \n",
       "373     NaN     NaN     NaN     NaN     NaN     NaN     NaN            0.0  \n",
       "380     NaN     NaN     NaN     NaN     NaN     NaN     NaN            0.0  \n",
       "385     NaN     NaN     NaN     NaN     NaN     NaN     NaN            0.0  \n",
       "390     NaN     NaN     NaN     NaN     NaN     NaN     NaN            0.0  \n",
       "\n",
       "[11 rows x 4938 columns]"
      ]
     },
     "execution_count": 113,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tadm_data[tadm_data['Correct Order'] == 0].reset_index().sort_values(['Test Guid', 'Time']).head(11)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\RipleyA\\AppData\\Local\\Temp\\ipykernel_5540\\3796389050.py:1: DtypeWarning: Columns (17,55,66,104,118,120,134) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  line_data = pd.read_csv('P:/USERS/PSG/Cartridge DOE 09Nov2022 (Ultra Sonic Weld + Regular Ridge)/All Data Flat Data.csv')\n"
     ]
    }
   ],
   "source": [
    "line_data = pd.read_csv('P:/USERS/PSG/Cartridge DOE 09Nov2022 (Ultra Sonic Weld + Regular Ridge)/All Data Flat Data.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [],
   "source": [
    "itemized_df = tadm_data[['Test Guid', 'Replicate Number', 'Sample ID', 'LiquidClassName', 'Volume', 'StepType', 'XPCR Module Serial', 'CurveID', 'Time']].groupby(['Test Guid', 'Replicate Number', 'Sample ID', 'Time','XPCR Module Serial', 'LiquidClassName', 'StepType', 'Volume']).agg('count')\n",
    "unitemized_df = tadm_data[['Test Guid', 'Replicate Number', 'Sample ID', 'XPCR Module Serial','CurveID']].groupby(['Test Guid',  'Replicate Number', 'Sample ID', 'XPCR Module Serial']).agg('count')\n",
    "joint_df = itemized_df.join(unitemized_df,lsuffix='x')\n",
    "joint_df.columns = ['Process Count', 'Total Count']\n",
    "#joint_df#.to_csv('P:/Users/Siva/TADM_output_count_summary.csv')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "#line_data.set_index('Test Guid').loc['09382b84-0461-ed11-8686-1866da4c1cff', 'LHPC ADP Position']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [],
   "source": [
    "joint_df.reset_index(inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6445"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(joint_df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [],
   "source": [
    "joint_df = joint_df[joint_df['Test Guid'].isin(line_data['Test Guid'].unique())]\n",
    "joint_df['Time'] = joint_df['Time'].astype('datetime64[ms]')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "20"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(joint_df.loc[joint_df['Total Count']<11].sort_values([\"Test Guid\", 'Time']))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['NMDX_IVD_LHPA_LB03_TADM', 'NMDX_LHPA_CapPlate_Plasma_TADM',\n",
       "       'NMDX_IVD_LHPA_Plasma_TADM', 'NMDX_LHPB_CapPlate_Plasma_TADM',\n",
       "       'NeuMoDx_HighVolumeFilter_Air_DispenseSurface',\n",
       "       'NMDX_LHPB_Plasma_15_TADM',\n",
       "       'NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface',\n",
       "       'NMDX_LHPC1_Plasma_TADM', 'NMDX_LHPC2_Plasma_TADM',\n",
       "       'NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface',\n",
       "       'NMDX_LHPB_Reschedule_Plasma_15_TADM', 'NMDX_LHPC2_TM_TADM'],\n",
       "      dtype=object)"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "joint_df['LiquidClassName'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Test Guid</th>\n",
       "      <th>Replicate Number</th>\n",
       "      <th>Sample ID</th>\n",
       "      <th>XPCR Module Serial</th>\n",
       "      <th>Time</th>\n",
       "      <th>LiquidClassName</th>\n",
       "      <th>StepType</th>\n",
       "      <th>Volume</th>\n",
       "      <th>Process Count</th>\n",
       "      <th>Total Count</th>\n",
       "      <th>LHPA ADP Position</th>\n",
       "      <th>LHPB ADP Position</th>\n",
       "      <th>LHPC ADP Position</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>88fe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4594</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:29:16</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>88fe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4594</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:29:31</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>88fe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4594</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:30:01</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>88fe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4594</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:48:03</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>88fe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4594</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:48:15</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>88fe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4594</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:50:05</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>88fe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4594</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 14:05:11</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>88fe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4594</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 14:07:29</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>88fe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4594</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 14:08:11</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>88fe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4594</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 14:08:24</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>8ffe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4593</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:29:17</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8ffe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4593</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:29:32</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>8ffe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4593</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:30:02</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>8ffe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4593</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:48:05</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>8ffe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4593</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:48:15</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>8ffe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4593</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:50:15</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>8ffe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4593</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 14:05:11</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>8ffe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4593</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 14:07:29</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>8ffe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4593</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 14:08:11</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>8ffe9383-2561-ed11-8687-1866da4c1cff</td>\n",
       "      <td>1</td>\n",
       "      <td>X4593</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 14:08:24</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 3</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "missings = joint_df.loc[joint_df['Total Count']<11].sort_values([\"Test Guid\", 'Time']).set_index(['Test Guid', 'Replicate Number'])#.head(24)\n",
    "HTML(missings.join(line_data.drop_duplicates(['Test Guid', 'Replicate Number']).set_index(['Test Guid', 'Replicate Number']).loc[:, ['LHPA ADP Position', 'LHPB ADP Position', 'LHPC ADP Position']]).reset_index().sort_values(['Test Guid', 'Time']).to_html())\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>Sample ID</th>\n",
       "      <th>XPCR Module Serial</th>\n",
       "      <th>Time</th>\n",
       "      <th>LiquidClassName</th>\n",
       "      <th>StepType</th>\n",
       "      <th>Volume</th>\n",
       "      <th>Process Count</th>\n",
       "      <th>Total Count</th>\n",
       "      <th>LHPA ADP Position</th>\n",
       "      <th>LHPB ADP Position</th>\n",
       "      <th>LHPC ADP Position</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Test Guid</th>\n",
       "      <th>Replicate Number</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",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"12\" valign=\"top\">04d34f7f-3964-ed11-868b-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Z18539</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 11:29:47</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18539</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 11:30:03</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
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       "      <td>Z18539</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 11:30:32</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18539</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 11:49:05</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18539</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 11:54:14</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
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       "      <td>Z18539</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 11:54:27</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
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       "      <td>3, 8</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18539</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 11:57:02</td>\n",
       "      <td>NMDX_LHPB_Reschedule_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18539</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 12:08:31</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18539</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 12:10:00</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18539</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 12:10:58</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18539</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 12:11:39</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18539</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 12:11:52</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"13\" valign=\"top\">09382b84-0461-ed11-8686-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 09:33:09</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 09:33:25</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 09:33:53</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 09:52:04</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 09:52:09</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 09:54:42</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 10:06:51</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 10:09:31</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 10:11:58</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 10:13:56</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 10:15:27</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 10:15:39</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 10:18:17</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"13\" valign=\"top\">0ab1e784-5d60-ed11-8685-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>U11763</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-09 13:37:34</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>U11763</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-09 13:37:49</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
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       "      <td>2</td>\n",
       "      <td>2, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>U11763</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-09 13:38:20</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>U11763</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-09 13:57:33</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>U11763</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-09 13:57:45</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>U11763</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-09 13:59:36</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>U11763</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-09 14:23:39</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>U11763</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-09 14:25:24</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>U11763</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-09 14:26:04</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>U11763</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-09 14:26:46</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>U11763</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-09 14:26:58</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>U11763</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-09 14:32:35</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>U11763</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-09 14:32:46</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"14\" valign=\"top\">28110b99-5164-ed11-868c-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-14 14:22:20</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-14 14:22:36</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-14 14:23:06</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-14 14:47:38</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-14 14:47:43</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-14 14:50:08</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-14 15:10:13</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-14 15:10:56</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-14 15:12:39</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-14 15:13:19</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-14 15:13:31</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-14 15:15:55</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-14 15:16:04</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:14:53</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"14\" valign=\"top\">35ee2e05-fc64-ed11-868d-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-15 10:42:14</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-15 10:42:30</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-15 10:43:00</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-15 11:05:38</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-15 11:05:48</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-15 11:07:47</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-15 11:08:50</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-15 11:08:59</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-15 11:10:40</td>\n",
       "      <td>NMDX_LHPB_Reschedule_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-15 11:23:10</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-15 11:24:39</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-15 11:25:37</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-15 11:26:18</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-15 11:26:31</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"14\" valign=\"top\">399d63c5-2664-ed11-868b-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 09:15:46</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 09:16:02</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 09:16:32</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 09:34:45</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 09:35:33</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 09:35:39</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 10:01:07</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 10:01:50</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 10:03:35</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 10:04:15</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 10:04:28</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 10:10:08</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 10:10:20</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 10:11:57</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"14\" valign=\"top\">5b2ed6ea-3964-ed11-868b-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 11:32:49</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>7, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 11:33:05</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>7, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 11:33:34</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>7, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 11:53:33</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>7, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 11:54:27</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>7, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 11:56:48</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>7, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 12:13:24</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>7, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 12:13:51</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>7, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 12:15:51</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>7, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 12:16:30</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>7, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 12:16:46</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>7, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 12:19:28</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>7, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 12:19:39</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>7, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-14 12:26:37</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>7</td>\n",
       "      <td>6</td>\n",
       "      <td>7, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"12\" valign=\"top\">5f5214f5-0461-ed11-8686-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>W31910</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:36:06</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 6</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31910</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:36:20</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 6</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31910</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:36:53</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 6</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31910</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:55:14</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 6</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31910</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:00:41</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 6</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31910</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:00:56</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 6</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31910</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:03:19</td>\n",
       "      <td>NMDX_LHPB_Reschedule_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 6</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31910</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:17:19</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 6</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31910</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:18:17</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 6</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31910</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:20:02</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 6</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31910</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:21:33</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 6</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31910</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:21:49</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 6</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"12\" valign=\"top\">655214f5-0461-ed11-8686-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>W31909</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:36:08</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31909</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:36:23</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31909</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:36:54</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31909</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:55:16</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31909</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:00:43</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31909</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:00:57</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31909</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:03:26</td>\n",
       "      <td>NMDX_LHPB_Reschedule_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31909</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:17:19</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31909</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:18:02</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31909</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:20:03</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31909</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:21:33</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31909</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:21:49</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"12\" valign=\"top\">6afd364b-e065-ed11-8690-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Q08680</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:15</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08680</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:29</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08680</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:57:04</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08680</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:28</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08680</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:41</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08680</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:23:23</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08680</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:44:08</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08680</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:46:08</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08680</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:46:32</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08680</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:15</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08680</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:26</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08680</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-17 09:54:54</td>\n",
       "      <td>NMDX_LHPC2_TM_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"12\" valign=\"top\">6b5214f5-0461-ed11-8686-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>W31908</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:36:08</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31908</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:36:24</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31908</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:36:54</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31908</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:55:18</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31908</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:00:44</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31908</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:00:57</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31908</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:03:33</td>\n",
       "      <td>NMDX_LHPB_Reschedule_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31908</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:17:19</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31908</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:17:47</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31908</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:20:04</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31908</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:21:33</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31908</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:21:49</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"12\" valign=\"top\">70fd364b-e065-ed11-8690-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Q08679</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:16</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08679</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:31</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08679</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:57:04</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08679</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:31</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08679</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:41</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08679</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:23:32</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08679</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:44:09</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08679</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:45:53</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08679</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:46:33</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08679</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:15</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08679</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:26</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08679</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-17 09:54:54</td>\n",
       "      <td>NMDX_LHPC2_TM_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"12\" valign=\"top\">76fd364b-e065-ed11-8690-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Q08678</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:17</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08678</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:32</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08678</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:57:04</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08678</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:32</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08678</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:41</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08678</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:23:41</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08678</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:44:09</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08678</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:45:38</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08678</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:46:34</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08678</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:15</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08678</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:26</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08678</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-17 09:54:54</td>\n",
       "      <td>NMDX_LHPC2_TM_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"13\" valign=\"top\">7b10a9e5-ea61-ed11-8689-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Z18553</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 13:02:08</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18553</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 13:02:23</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18553</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 13:03:04</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18553</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 13:21:48</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18553</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 13:22:37</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18553</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 13:22:45</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18553</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 13:48:51</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18553</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 13:51:17</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18553</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 13:53:46</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18553</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 13:54:27</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18553</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 13:56:28</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18553</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 13:57:59</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18553</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 13:58:11</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"15\" valign=\"top\">7cdaa756-3a64-ed11-868b-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 11:35:50</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 11:36:05</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 11:36:35</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 12:05:42</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 12:05:50</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 12:08:16</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 12:26:38</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 12:27:21</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 12:29:05</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 12:29:45</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 12:29:59</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 12:32:24</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 12:32:35</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 12:44:27</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18536</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 12:45:35</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"12\" valign=\"top\">7cfd364b-e065-ed11-8690-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Q08677</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:18</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08677</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:33</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08677</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:57:04</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08677</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:33</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08677</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:42</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08677</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:23:49</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08677</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:44:09</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08677</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:45:23</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08677</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:46:34</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08677</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:15</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08677</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:26</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08677</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-17 09:54:54</td>\n",
       "      <td>NMDX_LHPC2_TM_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"15\" valign=\"top\">81fe9383-2561-ed11-8687-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>X4595</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 11:00:27</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4595</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 11:00:40</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4595</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 11:01:07</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4595</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 11:01:48</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4595</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 11:01:57</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4595</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:29:15</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4595</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:29:29</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4595</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:30:01</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4595</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:48:01</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4595</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:48:15</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4595</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 13:49:57</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4595</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 14:05:11</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4595</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 14:07:28</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4595</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 14:08:11</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4595</td>\n",
       "      <td>V1296</td>\n",
       "      <td>2022-11-10 14:08:24</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"13\" valign=\"top\">82ae22ac-ca61-ed11-8688-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Y1574</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 09:11:28</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1574</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 09:11:44</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1574</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 09:12:13</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1574</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 09:30:43</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1574</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 09:31:32</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1574</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 09:31:37</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1574</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 10:12:37</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1574</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 10:13:20</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1574</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 10:15:04</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1574</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 10:15:44</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1574</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 10:15:56</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1574</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 10:21:34</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1574</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-11 10:21:45</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"12\" valign=\"top\">82fd364b-e065-ed11-8690-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Q08676</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:18</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08676</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:33</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08676</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:57:04</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08676</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:35</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08676</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:42</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08676</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:23:58</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08676</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:44:09</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08676</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:45:08</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08676</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:46:35</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08676</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:15</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08676</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:27</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08676</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-17 09:54:54</td>\n",
       "      <td>NMDX_LHPC2_TM_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"12\" valign=\"top\">88fd364b-e065-ed11-8690-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Q08675</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:19</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08675</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:34</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08675</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:57:04</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08675</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:37</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08675</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:42</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08675</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:24:07</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08675</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:44:10</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08675</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:44:53</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08675</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:46:36</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08675</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:15</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08675</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:27</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08675</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-17 09:54:54</td>\n",
       "      <td>NMDX_LHPC2_TM_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"12\" valign=\"top\">8efd364b-e065-ed11-8690-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Q08674</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:19</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08674</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:35</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08674</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:57:04</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08674</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:38</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08674</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:42</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08674</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:24:14</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08674</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:44:10</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08674</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:44:37</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08674</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:46:36</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08674</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:16</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08674</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:27</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08674</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-17 09:54:54</td>\n",
       "      <td>NMDX_LHPC2_TM_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"12\" valign=\"top\">94fd364b-e065-ed11-8690-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Q08673</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:19</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08673</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:56:35</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08673</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 13:57:05</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08673</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:40</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08673</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:21:42</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08673</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:24:22</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08673</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:44:10</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08673</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:44:22</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08673</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:46:37</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08673</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:16</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08673</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-16 14:47:27</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Q08673</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-17 09:54:55</td>\n",
       "      <td>NMDX_LHPC2_TM_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"13\" valign=\"top\">9e658f31-2764-ed11-868b-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 09:18:49</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 09:19:04</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 09:19:33</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 09:38:12</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 09:38:54</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 09:39:01</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 10:06:29</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 10:08:41</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 10:11:57</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 10:12:39</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 10:14:40</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 10:16:10</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Z18535</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-14 10:16:22</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"15\" valign=\"top\">b7355460-0561-ed11-8686-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:39:10</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>3, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:39:26</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>3, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:39:55</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>3, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 09:59:56</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>3, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:00:56</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>3, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:03:04</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>3, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:17:18</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>3, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:18:48</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>3, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:19:45</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>3, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:20:46</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>3, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:21:49</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>3, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:26:13</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>3, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:26:25</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>3, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:43:27</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>3, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31904</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-10 10:44:33</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>7</td>\n",
       "      <td>4</td>\n",
       "      <td>3, 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"14\" valign=\"top\">cacb7235-2761-ed11-8687-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>X4590</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 13:41:21</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4590</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 13:41:37</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4590</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 13:42:07</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4590</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 14:00:35</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4590</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 14:01:24</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4590</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 14:01:30</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4590</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 14:25:29</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4590</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 14:26:13</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4590</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 14:27:56</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4590</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 14:28:36</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4590</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 14:28:48</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4590</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 14:31:12</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4590</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 14:31:22</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>X4590</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 14:44:16</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"13\" valign=\"top\">d601480c-1465-ed11-868e-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>V13540</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-15 13:34:15</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13540</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-15 13:34:31</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13540</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-15 13:35:07</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13540</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-15 13:53:35</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13540</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-15 13:54:24</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13540</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-15 13:54:30</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13540</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-15 14:21:59</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13540</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-15 14:22:42</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13540</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-15 14:24:27</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13540</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-15 14:25:07</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13540</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-15 14:25:19</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13540</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-15 14:30:58</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13540</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-15 14:31:10</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>6, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"15\" valign=\"top\">d838e1cc-0561-ed11-8686-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>W31903</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 09:42:13</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31903</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 09:42:29</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31903</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 09:42:57</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31903</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 10:28:35</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31903</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 10:28:39</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31903</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 10:31:19</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31903</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 10:43:27</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31903</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 10:43:48</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31903</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 10:46:04</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31903</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 10:46:43</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31903</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 10:46:56</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31903</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 10:52:37</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31903</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 10:52:50</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31903</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 10:54:36</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>W31903</td>\n",
       "      <td>V1293</td>\n",
       "      <td>2022-11-10 10:54:49</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"13\" valign=\"top\">da14ad69-c961-ed11-8688-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>Y1572</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-11 09:02:25</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1572</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-11 09:02:41</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1572</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-11 09:03:10</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1572</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-11 09:20:30</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1572</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-11 09:21:32</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1572</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-11 09:21:41</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1572</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-11 09:43:59</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1572</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-11 09:45:11</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1572</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-11 09:46:25</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1572</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-11 09:47:06</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1572</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-11 09:47:23</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1572</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-11 09:59:18</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Y1572</td>\n",
       "      <td>V1292</td>\n",
       "      <td>2022-11-11 09:59:31</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>4, 8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"14\" valign=\"top\">db5ef447-fd64-ed11-868d-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>V13544</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 10:51:16</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13544</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 10:51:30</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13544</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 10:52:02</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13544</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:20:18</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13544</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:20:29</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13544</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:22:20</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13544</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:38:04</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13544</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:39:58</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13544</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:41:07</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13544</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:41:49</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13544</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:42:02</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13544</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:44:30</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13544</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:44:40</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13544</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:58:06</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>2, 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"14\" valign=\"top\">e15ef447-fd64-ed11-868d-1866da4c1cff</th>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 10:51:16</td>\n",
       "      <td>NMDX_IVD_LHPA_LB03_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 10:51:32</td>\n",
       "      <td>NMDX_LHPA_CapPlate_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 10:52:02</td>\n",
       "      <td>NMDX_IVD_LHPA_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:20:19</td>\n",
       "      <td>NMDX_LHPB_CapPlate_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:20:29</td>\n",
       "      <td>NeuMoDx_HighVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:22:29</td>\n",
       "      <td>NMDX_LHPB_Plasma_15_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>946.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:38:04</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:39:43</td>\n",
       "      <td>NMDX_LHPC1_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:41:08</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Dispensing</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:41:49</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:42:02</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:44:30</td>\n",
       "      <td>NMDX_LHPC2_Plasma_TADM</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>17.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:44:40</td>\n",
       "      <td>NeuMoDx_LHPC2_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V13545</td>\n",
       "      <td>V1086</td>\n",
       "      <td>2022-11-15 11:58:06</td>\n",
       "      <td>NeuMoDx_LHPC1_StandardVolumeFilter_Air_DispenseSurface</td>\n",
       "      <td>Aspirating</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1</td>\n",
       "      <td>14</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>3, 2</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "extras = joint_df.loc[joint_df['Total Count']>11].sort_values([\"Test Guid\", 'Time']).set_index(['Test Guid', 'Replicate Number'])#.head(24)\n",
    "HTML(extras.join(line_data.drop_duplicates(['Test Guid', 'Replicate Number']).set_index(['Test Guid', 'Replicate Number']).loc[:, ['LHPA ADP Position', 'LHPB ADP Position', 'LHPC ADP Position']]).sort_values(['Test Guid', 'Time']).to_html())\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "##HTML(joint_df.loc[joint_df['Total Count']<11].sort_values([\"Test Guid\", 'Time']).to_html())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "##HTML(joint_df.loc[joint_df['Total Count']==11].sort_values([\"Test Guid\", 'Time']).head(11).to_html())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "tadm_data.set_index(['LiquidClassName', 'Volume', 'StepType'],inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "tadm_data.index.unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "lhpB_data = tadm_data.loc['NMDX_LHPB_Plasma_15_TADM']\n",
    "lhpB_data['XPCR Module Serial'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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aObL4ftOnF99mWWbtouxs6cMPT1ziX6uWWdiiQHS0KdCVY3oyoKIdPWrqpuPHS59+6u1oKrdt28zPU4sw1UGPHubWvLk0erSpcQOo/BwOhx6e/7A+XPOhDqQdUL5VSSq/HmSTTec0Oke7kncVFkacSctJK7y/7tA6l/ffOa6zViWs0luXvKWkrCT9X4//K3EkhmVZOpx5WF9s/ELPL3lef+z/w+XXciYqKEo96vVQjiNHi3YXXatn7o655dr3yS5peYnG9hirQc0GnTalV74jX19t+korE1bqrh/v0oJdC8r9enHhcZo1fJZ61u/pkbVagGrP4ZAcx83P366WEudJoQ3NtGLHEyU5vB1h5VTnXOnwYnM/vJlkOaSMnZ59zai2UsoGqcFlUss7pIAoU/zwL+WzM+68E/dzUqTNU6W1E6VmN0vb3znRFlLP7LP+UCkwWlr9oJk6rHZvs25L7bM88rZQPJenJrv00kt188036+KLL5afm65CXrRokZ577jktX75cBw8e1Jdffqlhw4YVtluWpYkTJ+qtt95ScnKy+vTpo2nTpqlFixaFfY4dO6Y77rhD3377rex2u4YPH66pU6cq/KRvpWvWrNHYsWP1559/qk6dOrrjjjt0//33uxwnw0ariePHzdwuYWFm0vg//zRnOWw2M93VM8+Ys2h16pjRHH/9ZZ4XGytlZpqza9VBSIjUrZsptIwff2IER3GX3FqWKUC89popzBQctxYtpK1bKyZmXxYQ4LuXvdvtZmq4xESzWMCLL5r/G8ePS40aub4fyzL/Rz780BRP6tUzhbkZM6RF5VggNjPT/D6eAaYWgCdYlkkZu3ZJ//yntHSptyNCZRARIT31lPlT4+efpT59pH//28zMGBlp0gQqDvkB7nQs85iSspJks9m0N2WvHpj3gLYe26qkrCT52/2V48jxdoheMarzKO1L26dbu92qrNwsvbDkBa1KXFWufQ5tMVSzt85Wp9hOurTVpXpy0ZMa3ma4svOzlZadpo+u+EjRIdHFFgbyHHlKz0nXrHWzdOcPd6pdnXZyWA63LCbvTjWCa2hIiyGyLEvzds7Tp1d+qo6xHRUVHKXc/NzCBetPlu/IV0J6gt5Y/oaSspL08bqPdTTrqKKCopSS7fpo+dqhtXUk84gk6bF+j2nd4XWacM4EtavTrlqMbiE/oEI4HJIjxxRadn8s/fl/Zrt/WOUb0VLR/COlvFSpRmcp86CUk2hGd+RnSYG1zHolGTul9B2SLMkbFzyExUvnfWfi8g81o05Q6XlkarJvvvmm3IGdKiMjQ506ddKoUaN0xRVXnNb+7LPP6qWXXtL777+v+Ph4PfLIIxo8eLA2bNig4OBgSdK1116rgwcPau7cucrNzdVNN92kW2+9VTNnzpRkDsagQYM0YMAAvf7661q7dq1GjRqlGjVq6NZbb3X7e6p2Ck7Cr1xpTtIuXGiuVD9wwFzBblmmaHGyzp2lN94wJ3l37jRX0BeMFJFM4vHzk5YvN3OLtG1r9rl3rxkR0batGW2SkmJWI65Z07S//bYUFGSmLFq92szxkpxs9unvb+Z68YTERM/s1xdceaX00kvmLJErl9weOyb94x/STz+V3pcijOHtIky/fuZ3eNAgs8ZOWRT8n83JkWbONJf4//abNGpU2fflCrvdfF7s329GUJ1hEQaQzK9vWpr5mZsrrV9v6oybNpntd9whtWpl2nbsMM8JCTGzKO79+6Lc+vXNryOqDj8/M6VXwfUViYnmz4yjR822M2WzSe+/bwYxtm9vatuMZAEqJ4fDodScVO1J2qPXV7yu91e/f0ZrjVSlIkywf7B61OuhQc0G6aq2V8lus2tH0g4lH0/WoYxDemflO0UKGu+ueleS9NN2F74znKJRVCO1rNVS9599v5rWbKomNZoUWbekwBPnP1F437IsWbJ0NPOoFu9erC82faE3lr9R4uusTFhZ5tjcoX98f9UNr6uc/BxN7DdRTWs2LXVUicNyKDM3U8sPLNfcHXO14uAKzdk2p9TXKqkIc22Ha3V3r7vlZ/dTuzrtil37BkApDi+VDnwnBdSQDv8q7T/Dc6vVvQjjHykF15EaXSPVOccUUXa+JyXMk3KTTZ+8VPMzedWJ52X+vYZw9mEpreiUleXWdJQUVFva+Kx53PYBKX6kFNFCsjM3MJxzeUSMp9lstiIjYizLUr169XTvvffq3//+tyQpJSVFsbGxeu+99zRixAht3LhRbdu21Z9//qnu3btLkn744QcNGTJE+/btU7169TRt2jQ99NBDSkhIUGBgoCTpgQce0FdffaVNm1z7T1hlr1ZwOE6ceVq+3EyjdfSob1+hD/fz8zOFqrvvNr8D9es772dZpvhVo4b53Zk1y1zCu2OHmUbKW665RvrkE3OWq1mzE2fOcLoLLzRFy5EjpU6dTHGydm3z71qrljm7vG+fKbwVTA3WsaO0apX5XAgIkJ5/3nPx/fOfZqRMTIx0/fVmnZuOHT3yUlzRVvkcPWpuGRnm4+iLL0zR5PhxU+/ftk16+WUzomDNGvNRcMRctKl+/cx1AqgeGjc2H3Xdu0t//HFinZi4OHNLSDDXbRSsI+MO0dHSddeZpbvS0swaP82bu2//qDjkh4rx257f9Me+P/Tqn6/qcOZhZeRkKMg/SIObD5YkjewwUu1j2ysjJ0ONohopOjS6yPMdDocOpB9QZGCkjmYdVVhAmFKyUxTkH6Rgv2CFB4YrMy9T+1L2KSbMzG0eFx6nzLxMZeZk6t1V72rlwZXadmybViSsqPD374vCAsKUkXv6ib4Q/xBNGzpNv+75VTd1uUkNIxtqe9J2RQZFauGuhXpy0ZNKOu7e6YOvbne1Fu1epHt63aNBTQdpV8ourT+8XssPLNfGIxu18chGSVKtkFqKCIrQruRdbn19b7mo+UXqH99fb614S+c3OV//7PBPJaYnasK8CfrXWf/S4j2L9fmGz93yWv52fz3d/2n9dfAv3dHzDp3T6By37LcqIz9UU0dXSKkbpPxsM7Ji80tS+t8Xlda/TDr4o1msPHMPxZLyir9RqneRtOZhKbSxWdekoJDicTZJBbO9hEtNbzTTvbW6U/Kr+iP+UD5l+Uz32ULMjh071KxZM61cuVKdO3cu7NevXz917txZU6dO1bvvvqt7771XSSetG5GXl6fg4GB99tlnuvzyyzVy5Eilpqbqq5MmEZ8/f7769++vY8eOqWbNmqXGVmWS5Pr1ZnqtGTO8HQm86YUXzKiiwYNNQcVmM7cvv5Q+/1y6+mpz2e+111ZsXOHh0gUXSF9/XXyfyEgzGqqyCguT7rxTevpp8/jKK81xL1g7pk4d6fBhcz8iwqwj9M475mzhqFFShw7mLN/q1ebf7JZbzCiRnByz7tDWreYy64QE77y/AgXTl51sxgwzzVnnzqb4l59vYj9lnuqKwheporKzzTRaycmm0PHFF+ZX8957S6+9FYwKqVPHjCT47jvp7LOLX/YpIqL6zOQIz7LZTgzM693bFD489SdO585Su3ZSVJQZ+NmrV/EzcqJyIz+ULCcvRw45lJieqLnb52rqsqnyk5+2Htsqh+XQ8fwT+T8iMEJRQVE6lHlIOflVZ/RHZWWTTZYsPXn+k+pWt5v+OvCX/tHhH/K3+Wv21tmyZCk6JFpTlk7R8oPL1aZ2G6Vmp2p/mnuHfg5tMVSHMg7pijZXKCE9QRP7TdTxvOP6YPUHOpRxSFN+n+LW16soDSIayM/up90pRav8d/S8Q0NaDFFufq6C/YO19dhWjf1+bIXGNqL9CF3W6jINbzOckS3lQH7woMx9UupmaePz0tE/pZyjkuw6ba2T6O6SI1uqd7FZUyOghmTlSfmZZjqv7KPSjunS8cNm2qf8HCl9mxkxERYvHT9o+khSjU5mjYzEn6XguqYNlZ/NX4q7QAppIDW/VYpsKVNksUuBEZIjX3IyihIoD49MTVbREv4+kRgbG1tke2xsbGFbQkKCYmJiirT7+/srOjq6SJ/4+PjT9lHQ5qwQk52dreyTrvBPrawnfo8fl558UvrmG2md64sWoooICjIn/ceONWeLCka63Htvyc/7+GPPx+ZMenrJRRjJ94swF11kpuSqV08KDS2+yPCf/7i+T2eL3vfqVfTx36P91KKFmfdGMmscvfCCGS3kSU88IQ0ZYop7AQGun5l001pj3lAVcsTWrebE9dGjJfdzZQBUwdRchw+bIoxUfBFGoggD9zn5UqKlS11bkyc62syiebKbb5Z69DCjpizLjKC64AKpYUNTVwZcVRXyw6kcDofeWP6G7v3pXmXlZZXpuWk5aUUWUUfFiAqK0v1n36/EzESd1/g8Zedn6x//+4esv6/0fWT+I4V9H13waLH7KRh1Ula3dLlFg5oN0sCmAxUeGK4Nhzfo9tm3a+k+8yE9e+tsSdKfB/6UJE39wwPT2brBgKYDlJOfo6Y1m+pwxmElZiTqqrZX6dxG56pdTDuFBYTJz+6nfEe+06nRijOw2UD9Xw+z5sO6Q+v01KKnlJCeoIW7yzZ0N8AeoFyHmcXixcEv6vqO1yssMEzB/iQuX1QV84Mkc2HnjunSsT+lsCZmwfDj7roo0MmC88f+Xm82ea20YVLZdpdyyjmx5JPWf6IIUznVOVdqO16qe6HrxRWKMPAyny3EeNOkSZP0+OOPezuMM7dihTmrsGqVtyOBN2VnS88+a26+rnZtE68vn6Ht1El64AGpZUupSxevjeRwWY8eZvq4WbNObLMsU5xLSjLFojlzpKZNzbaC6dxq1ZLWrjVrxrRta1aPrlvXFPYgqfLmiO++k6666vTBSkBl0769KagsWnRiW1iYNHSoWarqZP/7n/lY6937RM26OLfd5v5YUb1U1vxwqgk/T9Dk3yZ7OwycoZTsFD00/yFJ0kt/vFSm59YJraPDmYcLH9cNr6sbOt1Q+PtwYfMLdXGLi1U7tLbSc9J1MP2gNh3ZpI/WflT4nLdXvq23V77thndSdn42P+WXYfHlRlGNNP2y6QoNCFWn2E6lrsXi9DXLcVKvfUx7zbpyltM2h+XQhsMbFBkUqUZRjc74NeAbqkp+UPpuaXY7KZ8puOBBwbFSyzuk2P5Snd7ejgZwK6Ymc3FETMOGDX172GhGhjlRvH27tyMBfFfTpmYdkt69zYiMuDjz/wbVTnmmA6hsOWLVKlM7BHxZ69amHn/11WZqu6FDK/XAOVRi1Sk/nGznsZ1q+nJTb4eBCjK662g1iWqiN1e8qe71uqt2aO0ii9ffd/Z9sixLzy/14NqAbjCm+xgNbTFUseGx6hjbUYF+gcrIydCHaz5UTFiM+jbuqwC/AEUG+fb/P1QO1TU/aM3j0vqnzBRgQHnFXiAlzjP3W4wxi9vX6GimkgMqqSoxNVl8fLzi4uI0b968wkJMamqq/vjjD40ZM0aS1Lt3byUnJ2v58uXq1q2bJOmXX36Rw+HQWWedVdjnoYceUm5urgICzHyoc+fOVatWrYpdHyYoKEhBlenq72XLzMT8KLuTJ5iHb2ra1Fz6HBBwYt6ZK66QsrLMnDHdupm1R1q2NKM2UlPNQgFBQebm6yNXUOlUlhyRny+NGGGWfqpuQkKkvDwpN9fbkaB3b1MI7NzZfDy3a2d+N887z4xiAaqSypIfTvbXvr/U450e3g4D5VAzuKaSjp+4MNEmmwY2G6iftv8kSWpes7nqR9YvMvXVWyveKrx/6pomkvTckuc8GHHJ4mvEa2fyTl3Z9krtTt6th/s+rEtbXery88MCw3Rbd4Y4wrdUxvygv+6UtpRtVB2qqdj+Uni8FFhT6vCYZA/+ey1iu7cjA3yOVwsx6enp2rZtW+HjnTt3atWqVYqOjlajRo1011136amnnlKLFi0UHx+vRx55RPXq1SscNdOmTRtdeOGFGj16tF5//XXl5uZq3LhxGjFihOrVqydJ+uc//6nHH39cN998s8aPH69169Zp6tSpevHFF73xlt3vwgulH3/0dhS+qUYNs/J0SSjC+IbwcOnFF81i9I0bm8KLVPo8MgCcyskp32xyffpI99wjffihVKeOWWrKbjf/TWNipIcekrZskW6/3SxH1LOndOut0mefSTt3mu0rVpgRDgEBZoa7yEjzX91mM9Oj7d9viiXp6dK2baY9MtLMVFjemTWzyraMAcqob1/z8bx+vXTZZdJ990kNGvCRDVQmO5N2qulLjIDxtnoR9XQg7cBp209e/6M0JxdhJMmSVViEkaRtSdu0LWnbqU+rEFe1vUoH0w8qPSddHWM76uFzH1ZMWIyigqO8Eg8AF8wKkRzMZYy/2fykcz6TotpKoQ0ZuQKUk1enJluwYIHOP//807bfcMMNeu+992RZliZOnKg333xTycnJOuecc/Taa6+pZcuWhX2PHTumcePG6dtvv5Xdbtfw4cP10ksvKTw8vLDPmjVrNHbsWP3555+qXbu27rjjDo0fP97lOMszBNWjzjlH+u03b0cBuG7cOHNGt3lz1xd1BzzAnZ/rvpgjevY0BRL4FncPwuzSRVq5svjXGjfODBZ88klp/HgpNtYsQB8dbdZNqVOHj2LgVFU9P0jSQ/Me0tO/Pu3tMCqtsIAw1Y2oq+3HtsvSiQ/1uPA4JaS7a5HqyuH8JucrPDBcZ9U/S70b9lb/+P7eDgnwmCqfHxwOaVaAJIe3I4E72Pwle6DU6l9Sw+HSwR+lrANSREspOEbKOSYF1ZFqdpEimjOTCFAOZflM95k1YnyZTybJzz83qy4DvmzjRjPxP+BjqvIXqccflx57zNtRVH2enNmyZ08z62iBceOktDQzC2OvXmbEEgUUwDOqcn6QpJu+uknvrX7PLfsqbtRGeGC4agTX0L7UfU6f16Z2GwX5ByknP0e1Qmppw+EN8rP5qU5YHfnb/ZV8PFm7U3bryrZXSpa04cgGbTi8QU1qNNGwVsO0ZN8S1QyuqaY1m+qjtR8pNTu1cN/xNeLVrGYzrUhYoWNZxyRJ5zQ8R0eyjmjr0a3FLuTeP76/ftn5ixuOine1rt1anWI7KTEjUQt2LSjyvuw2uxxW2U+wPtr3UT3c92EF+AW4O1ygUqnS+SEvR/q0kk2dVl3ZQ6TaPaRDi6SY86RGV0ot/o9CCuBFFGLczOeSpMPBCrYVJTDQzPFTlbRoIbVvL7VtawolX3xx5vt64AFzjFq1MnPVNGjgvjgBD6qqX6T27+e/oS8JCjKFk6ZNpZQU6dprzcdurVpmYGB8vFnPJi7OTP0GwPuqan6QpC2HtqjVtFZn/Pxbu96qhPQE7UzeqbWH1koyRZf0nPQSn2e32WWTrdgiSHUTFhCmjNwMSVL3ut3118G/Ctsm9puo2LBYtazVUk1rNpXNZlO9iHrKyc+R3WaXn81P9r/n3C8ojDgshw6mHdSOpB1KSE/QF5u+0Kx1s8ocV5vabfT0BU+rf3x/FrcHnKiy+cHhkGZxfsmr6g2VDi2U6vQxi9nX6ChFtpQCa5h1VwD4tLJ8pnM9ZWXUsaO3I/B9wcFmcYLy1hl9rQgTGmoWV2jd2izG0LatWQcnMvL0s3iWZc7KpqZKzz4rffqpWThh61Zz+/JL11/Xz0+aM8esrhzA1XCAr2rTxtsRVD7BwaaOvGSJNGKEmfVz3Trp2DFp7Vozuigy0qyNk5kpHTli0kvz5mbR+f37pe7dpZp8RwLg486kCFM/or6OZh7V8fzjenPFm6e1l1aEkXRGozAqi+Fthmtoi6Ea9c0ondPoHOU58vTgOQ+qZS0zlfbxvONKPp6suPA4tazVUrYzuGI5Nz9XP+/4WZN/nazrOl6nD9d8qD8P/Fmu4zpl0BT1a9JP0SHRalKjyRnvB0AVMPdsz+4/IErKTZFkl5rdLO359O/Hp7AHm/a4AdKKeyT/MMnKleJHShuek2p2lmr3kiJaSMcTpYw90oHZUm6a5MiR8jOlsMZSZDspY4eUusmz7+tMtbpTan6rFBYv+Yd4OxoAFYxCTGWTn29Wx/WUmBjz89Ahz71GRTheyRaXCw+XunWTbrlF+uUXKSlJeucdc/bv1PlnHA5p717po4+kf/3LrHT9xx/lj+Hqq81ZyIAA6aKLGHUFVDJvvGGmr6oo9etLGRmmFnyqNm2kiRPNmiRt25oihd1uRsznn3RB9M6d0tGjUl6eFBUlrVljRow0aGCKHU89Zdo7dZL27TMD8J5/XqpRw+wrJMT8bNnSpC/LOvHRVXCuy+Ewr+nv75kR+23bun+fAOBuDac0dKnfqYvH70/bX2L/rnFdtSJhhSSpb6O+2pm8U3tT96pFdAttPba1sJ9ddjlOWXegV4NeSspKUqBfYOEIG8mMzPhH+3/o+23f69aut2rFwRXqGNtRX2/+WrO3zpYkndf4PK07vE5HMo9Ikka0H6EDaQe0aPciSWaqsStaXyFLlt5f/b4OZRzSnpQ9eqTvI/py05e6/+z7VT+yvubvnK+WtVqqfUx7bTi8QaEBoYWFiT0pe3RWg7MUExZTOAqlODd1uanE9tIcTDuo7PxsZedl69nfntXqxNVafnD5af3+2F/y3/ytarVSTn6OsvOzdSDtgHrW76lPrvxEDSMbys/O3/YATpG+WzpayrkEe5DkyD7z1ygsujik7W8V389xXNr6qrmdbPVD5uehBeZWkozd5uZJAVHSBfMkR76JuXZvs93mJ5WSKwCAqclc4FPDRgMDpdzT52KGj6pbVzp40Nx/+GHp7rvNmdKGDU8fwZKfb85qbt5sim1vviktXeqZuAYNknr3Nqs3h3AVBqqfqji1gDvSQ/Pm0iefSB06MPgNQPVUFfNDbl6uAv8TeMbPDwsIU5e4Lmoe3VxP9X9K9SLqndHIjuoi35Gv7PxsZeVmyWaz6UDaAa08uFIrE1YqPDBcufm5en7p88pz5Lnl9cb1GKd/n/1vNYpqxL8L4EFVMT/oy/pmAXdnbP6S5eLnVEi94vfjTmHxUmQryZErJc5z3ieyjZS6seg2v1AzYqZAj2lSrZ5SYLQUHGu2WblmcXt7oJSfZV7DP0KiiA2gFExNVlVt2UIRxpc0by5dd530+efS8OFmdMqvv5pCy1VXmbOizkRHm7ltnnvuRP+1a533LY+bbjIjW6KjzcrPERHufw0APmHevDNLD598Yj6uOG8DAFVX3Sl1i23zs/k5Xbsl2D9Yky+YrHE9x1X7kRTHso7puy3fqWFkQyUdT9KEeRPUJa6LdqfsVoh/iFYmrFTy8WS3vmaIf4ha126tcxqdo7jwOF3b4VrVjairQL8zL6gBQBGpW0sunhRXhBm01BReAmtIAWdYRMpJkXKOmlEkskvbXpeSVkmt75Zi+kn2AMlySFa+ue8OuelmGra6F0ktbnfS4aQLVP3D3POaAHAKCjGVSdeurvdt0MDM4wIzJ05a2on5cCxLatzYLDC/aJGZxqxRI2ncODOCJTpaatfO9ClJfr6UkGAKHmFh0s8/m9EsS5aYfcXFSZv+npfUz6/ofDxnKiTETF/Wpo10442MZgEgSbrkEtf7hoaa6b8aNfJcPAAA33Ak44iOZh0ttv3UIszITiP15sVvKsg/yOXXyHfkKy0nTTWCa7j8nKzcLKXnpOtY1jEt2r1Iy/Yv0+HMwwoLDNPSvUu1M3mnJOmBPg8oJCBEv+z8RZ3jOmtA0wFKykpSdEi0QgJCFB0SrbTsNE36dZJWHFyh/174X01ZOkW1Q2srMSNRSVlJ6lG/h2oE1ZDNZtNfB/7S8oPL1bp2a43rMU6bj27W7pTd2puyV+1j2svf7q/5u+ZrV/KuEuPfcnSLy++1NGN7jFXLWi3Vu0Fvda/XnVEtACrGLwNd69d+otTxMfe+dmCUuRXo9J/T+9js7p3qKyBcGrLGffsDgDPA1GQu8Ilho7m5xY+wOFlYmJneqqI0biwlJprCxfnnmxiDg6WzzpI6d5YOHJCeecaM5rnuOunbb83Kxlv+/vISF2eKFAcPmn0kJ5v1T5o2lV5+WZo1y4wW6dxZuv12M/rkhReks8+WHnnETPcVGCgNHCjdf785w3imDh40BZu6dc1rP/SQeS/nnSf98IPpExtr3q+nDB9ujleTJicWVADgdlVpaoF9+8xsh6UZMkSaOdOsxQIAcK4q5QdJinw6Umm5pS8gdm2Ha/XhFR+etj3fka8VB1fo5WUva8aaGWof0147k3YqI/fMv2/UDq1duLZLVdCkRpPCwk3/+P7q17hf4f248DjFhccpPDBcDsuskWOTjWILUAlVqfyQvF76vn3Jfbq9JLW6o2LiAYBKjKnJqqIGDVzr52oRpk4dswjAgQNmdMWYMWbF4X79zMrIzlZfdmb33wuhLV9ubiVZseL0bQkJJ+6fPD3Xjh3S0KHmfkCAKdj06mW23XuviT0nx6wG3by5VK+eWbR+1ixT0Dl2TNq6VVq50qwo7ecndewo/fSTec3Fi6WkpNLf3/HjJ4owUvmLMC1bmsLRQw9JF1xg/h0AoBzOP7/0Pj/8IA0e7PlYAAC+Iz8/v9QiTPd63fXHLX8ULkafk5+jgTMGFi56f6p1h9aVOy5vFGFC/EOUlZdVZNvgZoP14/YfCx9f3e5qtavTTgH2AO1M3qn5u+brgvgLdEfPO1Q7tLZqhdaSv/3Mvz7bWcQZgK/4a1zJ7QN/ler0qZhYAKAaoRBTGTgc0qFD5d/PW2+Zaa0K5OdLL70k3XOP9OOPUmZm8c/1ptzcE8WQ2bPNzVtuv13y9zfHKztbmjZNql1bCgoyxZ527RjFAqDC5OVJ27aV3OfrrynCAEB1NGjGoBLbBzcbrB+uM39j70nZoycXPqm3V75d4nMK1izZcnSLGkQ2UHRItPo17qeYsBg5LIcW716sval7lZGboe+3fq/QgFD1rN9Tw1oN03dbv9PyA8t1WevLdDzvuMb2GKsawTXUPLq5gv2DS30/lmUpNTtVUcFR2p28W3tS9igqOEqtarUq01RqAFCt5aRKhxYU3979NYowAOAhFGIqg7POOvPnfv21dPHFZpqrAjk5UkyMlJJyYpuzIsxZZ0kPPijt2iWFh5u5b9auleLjzdRZqanm/pYtUvfuUmSkKUJYlrmtWSPt3HlidEp8vJlibPlyM7Kka1fpxRfNOi3x8WZ0Tnb2mb/X8vr3v82om7Q0M42anx9FFQA+bWApUzv/97/SpZdWSCgAAB/zy+5fim1rHNVYP1z3gzYf2ay+7/XVoYzTL/qKCorSg+c+qBs736iYsBiXXnNY62HFtt3Z606X9lEcm82mqGAzv2bjGo3VuEYp6zkCAE4377zi26J7SC3HVFgoAFDdUIjxdfn50l9/lf15L70k3eFkPs/bbpPefPP07fXrS++8Y6bL8i/h18LZWb9TV3wuKF506WJup+rV68T9YcOKf61TORymoJSdbYpJklkcYeVKMxIlPt60OxwmBj8/M61Zfr65bd0qdepEcQVAleBwSAsWFN/eubN0Z/nOeQEAKqkbvrihxPZt/9qmMd+N0evLXy+y/aLmF2nygMnqGNvRk+EBALwhc5+UtLL49p6vF98GACg3CjG+7pxzytY/O9usQXKqpCQpOvr07Zs2Sa1anVlsFa1gVE9QkLlJZn2bNm1Kfl5AgPnZubPHQgOAilawjFZxXnqpYuIAAPieD9Z+UGzbbd1uU/Qz0UrLObF+zJRBU3R377srIjQAgLcsvKz4tqh2UnTXiosFAKohCjG+7OBB6fffXe+fleW8CHP0qFnH5GRffCFdfnn54gMAeE3B0lnOtG0rnXtuxcUCAPAdA98ved7KjYc3FinCHPr3IdUJq+PpsAAA3pSTLCWtKL691/QKCwUAqit76V3gNYNKXmCzkL+/WZMl2Mkilzk5RYswjz5q+lKEAYBK64ILSm53NgMlAKB6+HnXz8W2ta3dVov2LJIkxYbFyvGogyIMAFQHC0tYOLJGR6lWj4qLBQCqKUbE+KqdO6V160rvZ7NJubnFt588d81//8uCAQBQyeXlSb8Uv/6yBg2S+vSpuHgAAL7jgvdLrtRvOLJBktSuTjutHbNWNtZOBICqLytBOry4+PaeXMUFABWBETHe9uGH0nXXmcXkC1iW1LKla8+fN6/4ttmzpZ//viLuxhspwgBAFVDa0mGPPloxcQAAfM8vu4qv1LeMPvH9YuVtKynCAEB1sXRk8W3+EVKtnhUXCwBUY4yI8ab0dOn66839zp2lf//bFGEaNzaXPJcmKEg6//zi2595xvyMi5OmM98nAFR2ubnSH38U396wIaNhAKC66vRapxLbtxzbIkl65aJXFOAXUBEhAQC8bc3jUsLc4tvPetvMtAIA8DhGxHjT11+fuL97t5mOzG6X9u517flPP11825Il0uK/h55+++2ZxwgA8AmffSYFBpbc54MPKiYWAIBviXg6QmsOrym2PSooqvD+6G6jKyIkAIC3/Xi2tO6x4tv9QqRGV1VYOABQ3VGI8aaZM0/cT0qSmjZ1/bl+ftI99xTffvfd5ufAgVL37mcWHwDAJzz8sHT11SX3addOOu+8CgkHAOBDbI/blJ6bXmKflOwUSdILg15QoF8pVX0AQOX383nS0aUl9znnU0bDAEAFohDjLUePSj/9dOLxV1+V7flvv1182++/S8uWmftjxpQ5NACA75gxQ/rPf0rv9/zzno8FAOA7cvNzZXu89BNoBaNhAuwBurvX3Z4OCwDgbYuGS4cWltwntJFU/+KKiQcAIIlCjPfMnVt0HZiMjLI9/7rrim+76SbzMy5OuvzysscGAPAJGRnSyBLW1izQsaN04YWejwcA4DsiJkW41K9gNMyCGxfIxpXPAFC1pW2X9n1Rer9BSzwfCwCgCAox3rL07yGiDRqU/bnXXCP5+ztvW7JE2rTJ3J8//8xiAwD4hHPPda3fhx96Ng4AgG/ZlbxL2fnZpfZrXau1JKllrZbq3aC3p8MCAHjb3HNK79NohBRa3/OxAACKoBDjLX/9ZX6mpZXteTabNGtW8e0vv2x+du0qtW59ZrEBALxuzhxp5crTtwcHF33ct6/UoUPFxAQA8A3xU+OLbbPpxKiXTUfNBVpXtb2K0TAAUNXl5UjHE0rv1+cjz8cCADgNhRhvyM2VVq0y91NSyvbcp58uvu3o0RNFmhdfPKPQAADed+iQNGSI87bjx4s+/uQTz8cDAPAdNSbXKLYtPDBclixJ0hWtryjcft/Z93k6LACAt30aXHqftuMlG6cCAcAb+PT1hqVLpczMsj/PZpMeeKD49ieeMD+Dg6VzXBiOCgDwOZYlxca61nfSJLMcGACgehj15ajCNV+cSc9JlyRFBUXpi01mjYDH+j2mqOCoCokPAOAlXzaU/i7EF6vxCKnz5AoJBwBwOgox3uDq2i2nTh8wenTxfTMzpZdeMvf/8x/Jzj8tAFRG3buX3iciQlq3ruTaPACgasnOydb0NdNd6nt9x+sL74/rOc5TIQEAfEH6ASlrX8l9Llgk9fm4YuIBADhVzIrv8Kiffiq9j81mLos+2dSpxfc/eaXmsWPPLC4AgFdlZ0srVhTdZrdLDseJx6NHS2++WbFxAQC8L3hS6VPOxIbFasedOxT2dJgk6cbON6pWaC1PhwYA8KZv6hffZg+Srs6Q7H4VFw8AwCmGTXjDkiWl9zm1CDNixOkrNBfIz5fuvNPcf+EFKSiofPEBALzC2cf8yUWYu++mCAMA1dGSPaV/f1h440Il/DtB/1n0n8Jtrw551ZNhAQC8bffXJbdflUIRBgB8BIWYinbgwJk97/33i2+bMePE6s2jRp3Z/gEAPi0kRHrsMW9HAQDwhj7T+5TY/vP1P6tv475KzU7V078+LUl6oM8DCg0IrYjwAADe8tuw4ts6PCb5caEuAPgKpiaraE2blv05Z58tBQYW3/7uu+bnNddINWqcUVgAAO9q0aLk9o8/liIjKyYWAIDvyM7JLrE9LCBMFzS9QHmOPEVNjircPvG8iZ4ODQDgTXl5xbcNXCLV6V1xsQAASkUhpiLl55sFAMrq6xKGmq5ZIy1ebO4/9NCZxQUA8Lpt24pvS0+XwsIqLhYAgO+IeT6mxPYt47Zo8e7F6vte38Jt9519n4L9S19TBgBQiX3Xyfn2Kw5JwXUqNhYAQKmYmqwiLV9e9uccPSrVrl18+/33m5/9+0sdOpxZXAAAnzRrllkyjCIMAFRfqbmpTre3rt1a1kRLF350YZEiTNOaTfXMgGcqKjwAgLdkbjh92xWHKcIAgI9iRExFGjq0bP3HjpWio4tvT06WFiww92+88QyDAgB42/jxp2/bu1dq0KDiYwEA+L5RnUfpncve0aTFk7T20NrC7XOunaMLm1/oxcgAAF4z8DcpuIQLeQEAXlWtRsS8+uqratKkiYKDg3XWWWdp2bJlFRvAkSOu9fvHP8zPlJSS+02fbqY6a9pUuu668sUGAPCaZ58t+njBAoowAADprtl3nbbt9aGv653L3pHDcui1v14r3J79cDZFGACoLo5nFn3c4TGpztleCQUA4JpqU4j55JNPdM8992jixIlasWKFOnXqpMGDB+vQoUPeDq2o1q2l884z95OSiu+3ebN0zz3m/i23SDabx0MDAHje4MFSv37ejgIA4Aum/jW1yOP/Dv6vbut+myTp4pkXa1/qPklS5oOZCvQLrPD4AABe8m2Loo/bP+qdOAAALqs2hZgpU6Zo9OjRuummm9S2bVu9/vrrCg0N1bvvvlsxAeTlFX3co4cU7GQBzR9/lGrUMPdnz5YyMpzvb/ToE/eZlgwAqow5c7wdAQDAF43uMlp39rpTRzKPyPa4TXO2mYRxU+ebFBIQ4uXoAAAVKvfAifvtnuDiXACoBKrFGjE5OTlavny5JkyYULjNbrdrwIABWrp06Wn9s7OzlZ2dXfg4NdX5ApkuczikgICi2/788/R+W7ZIjRpJgSddzTZzZtGiiyT99Ze0eLG5//33Ut265YsPAOAyd+eIU78z8R0KACont+eHx4smhJTslNO2tYhuoVeGvFKu1wE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      "text/plain": [
       "<Figure size 2000x1000 with 16 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lhpB_data = tadm_data.loc['NMDX_LHPB_Plasma_15_TADM']\n",
    "lhpB_data['XPCR Module Serial'].unique()\n",
    "\n",
    "import seaborn as sns\n",
    "fig, axs = plt.subplots(4,4, figsize=(20,10),sharex=True, sharey=True)\n",
    "plt.subplots_adjust(wspace=0.05)\n",
    "\n",
    "cartridges = ['12370W', '12370X',  '12370Y', '12370Z']\n",
    "xpcrs = ['V1086', 'V1292', 'V1293', 'V1296']\n",
    "colors = {'12370W':'red', '12370X':'blue', '12370Y':'green', '12370Z':'orange'}\n",
    "lhpB_data_plotable = lhpB_data.reset_index()\n",
    "for item in lhpB_data_plotable.index:\n",
    "    cartridge = lhpB_data_plotable.loc[item, 'Pcr Cartridge Lot']\n",
    "    xpcr = lhpB_data_plotable.loc[item, 'XPCR Module Serial']\n",
    "\n",
    "    pressure_values = lhpB_data_plotable.loc[item, [str(i) for i in range(0, 48510, 10)]].values\n",
    "\n",
    "    sns.lineplot(x=[str(i) for i in range(0, 48510, 10)], y=pressure_values, color=colors[cartridge], ax=axs[xpcrs.index(xpcr), cartridges.index(cartridge)])\n",
    "\n",
    "\n",
    "for cartridge in cartridges:\n",
    "    axs[0, cartridges.index(cartridge)].set_title(cartridge)\n",
    "\n",
    "for xpcr in xpcrs:\n",
    "    axs[xpcrs.index(xpcr), 0].set_ylabel(xpcr)\n",
    "\n",
    "for cartridge in cartridges:\n",
    "    for xpcr in xpcrs:\n",
    "        start, end = axs[xpcrs.index(xpcr),cartridges.index(cartridge)].get_xlim()\n",
    "        axs[xpcrs.index(xpcr),cartridges.index(cartridge)].xaxis.set_ticks(np.arange(start, end, 1000))\n",
    "    axs[xpcrs.index(xpcr),cartridges.index(cartridge)].set_ylabel('Time (ms)')\n",
    "\n",
    "plt.show()\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"
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  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}