example.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "72c16919",
   "metadata": {},
   "source": [
    "## Installation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "5c5c195d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting hltv-stats==0.1.4\n",
      "  Using cached hltv_stats-0.1.4-py3-none-any.whl (7.1 kB)\n",
      "Requirement already satisfied: cuid<0.4,>=0.3 in /Users/rmn/.conda/envs/test/lib/python3.8/site-packages (from hltv-stats==0.1.4) (0.3)\n",
      "Requirement already satisfied: requests<3.0.0,>=2.28.2 in /Users/rmn/.conda/envs/test/lib/python3.8/site-packages (from hltv-stats==0.1.4) (2.28.2)\n",
      "Requirement already satisfied: bs4<0.0.2,>=0.0.1 in /Users/rmn/.conda/envs/test/lib/python3.8/site-packages (from hltv-stats==0.1.4) (0.0.1)\n",
      "Requirement already satisfied: beautifulsoup4 in /Users/rmn/.conda/envs/test/lib/python3.8/site-packages (from bs4<0.0.2,>=0.0.1->hltv-stats==0.1.4) (4.11.1)\n",
      "Requirement already satisfied: charset-normalizer<4,>=2 in /Users/rmn/.conda/envs/test/lib/python3.8/site-packages (from requests<3.0.0,>=2.28.2->hltv-stats==0.1.4) (2.1.1)\n",
      "Requirement already satisfied: idna<4,>=2.5 in /Users/rmn/.conda/envs/test/lib/python3.8/site-packages (from requests<3.0.0,>=2.28.2->hltv-stats==0.1.4) (3.4)\n",
      "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /Users/rmn/.conda/envs/test/lib/python3.8/site-packages (from requests<3.0.0,>=2.28.2->hltv-stats==0.1.4) (1.26.7)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in /Users/rmn/.conda/envs/test/lib/python3.8/site-packages (from requests<3.0.0,>=2.28.2->hltv-stats==0.1.4) (2022.9.24)\n",
      "Requirement already satisfied: soupsieve>1.2 in /Users/rmn/.conda/envs/test/lib/python3.8/site-packages (from beautifulsoup4->bs4<0.0.2,>=0.0.1->hltv-stats==0.1.4) (2.3.2.post1)\n",
      "Installing collected packages: hltv-stats\n",
      "Successfully installed hltv-stats-0.1.4\n"
     ]
    }
   ],
   "source": [
    "!pip install hltv-stats"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2bd66ed7",
   "metadata": {},
   "source": [
    "## Usage"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6484c573",
   "metadata": {},
   "source": [
    "### HLTVMatch( )\n",
    "Provide team_url in such format \"/matches/2361342/natus-vincere-vs-outsiders-iem-katowice-2023\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "cc84921f",
   "metadata": {},
   "outputs": [],
   "source": [
    "from hltv_stats import HLTVMatch\n",
    "match_url = \"/matches/2361342/natus-vincere-vs-outsiders-iem-katowice-2023\"\n",
    "match = HLTVMatch(match_url)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "a9266d44",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'team': 'natus-vincere',\n",
       "  'indicator': 'plus',\n",
       "  'insight': 'natus vincere has better form ranking',\n",
       "  'match_id': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'indicator': 'plus',\n",
       "  'insight': 'natus vincere has won 3 out of the last 5 matches',\n",
       "  'match_id': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'indicator': 'plus',\n",
       "  'insight': 'natus vincere is the bookmaker favorite with the best odds',\n",
       "  'match_id': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'indicator': 'minus',\n",
       "  'insight': 'natus vincere is worse ranked (#6)',\n",
       "  'match_id': '2361342'},\n",
       " {'team': 'outsiders',\n",
       "  'indicator': 'plus',\n",
       "  'insight': 'outsiders has won 3 out of the last 5 matches',\n",
       "  'match_id': '2361342'},\n",
       " {'team': 'outsiders',\n",
       "  'indicator': 'plus',\n",
       "  'insight': 'outsiders is better ranked (#5)',\n",
       "  'match_id': '2361342'},\n",
       " {'team': 'outsiders',\n",
       "  'indicator': 'minus',\n",
       "  'insight': 'kair0n- has played less than 5 matches with core',\n",
       "  'match_id': '2361342'}]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "match.parse_analytics_summary(filename=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "8035999c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'player_team': 'natus-vincere',\n",
       "  'player_nickname': 's1mple',\n",
       "  'table_3_months': '1.13',\n",
       "  'table_event': '1.17',\n",
       "  'match_id': '2361342'},\n",
       " {'player_team': 'natus-vincere',\n",
       "  'player_nickname': 'electroNic',\n",
       "  'table_3_months': '1.01',\n",
       "  'table_event': '1.16',\n",
       "  'match_id': '2361342'},\n",
       " {'player_team': 'natus-vincere',\n",
       "  'player_nickname': 'b1t',\n",
       "  'table_3_months': '1.05',\n",
       "  'table_event': '1.10',\n",
       "  'match_id': '2361342'},\n",
       " {'player_team': 'natus-vincere',\n",
       "  'player_nickname': 'npl',\n",
       "  'table_3_months': '0.91',\n",
       "  'table_event': '0.96',\n",
       "  'match_id': '2361342'},\n",
       " {'player_team': 'natus-vincere',\n",
       "  'player_nickname': 'Perfecto',\n",
       "  'table_3_months': '0.97',\n",
       "  'table_event': '0.90',\n",
       "  'match_id': '2361342'},\n",
       " {'player_team': 'outsiders',\n",
       "  'player_nickname': 'Jame',\n",
       "  'table_3_months': '1.21',\n",
       "  'table_event': '1.28',\n",
       "  'match_id': '2361342'},\n",
       " {'player_team': 'outsiders',\n",
       "  'player_nickname': 'FL1T',\n",
       "  'table_3_months': '1.18',\n",
       "  'table_event': '1.15',\n",
       "  'match_id': '2361342'},\n",
       " {'player_team': 'outsiders',\n",
       "  'player_nickname': 'KaiR0N-',\n",
       "  'table_3_months': '1.19',\n",
       "  'table_event': '1.14',\n",
       "  'match_id': '2361342'},\n",
       " {'player_team': 'outsiders',\n",
       "  'player_nickname': 'fame',\n",
       "  'table_3_months': '1.10',\n",
       "  'table_event': '1.06',\n",
       "  'match_id': '2361342'},\n",
       " {'player_team': 'outsiders',\n",
       "  'player_nickname': 'Qikert',\n",
       "  'table_3_months': '0.94',\n",
       "  'table_event': '0.98',\n",
       "  'match_id': '2361342'}]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "match.parse_head_to_head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "42210551",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'analytics_map_name': 'mirage',\n",
       "  'team': 'natus-vincere',\n",
       "  'analytics_map_stats_pick_percentage': '39%',\n",
       "  'analytics_map_stats_ban_percentage': '0%',\n",
       "  'analytics_map_stats_win_percentage': '29%',\n",
       "  'analytics_map_stats_played': '7',\n",
       "  'analytics_map_stats_comment': 'First pick',\n",
       "  'match_id': '2361342'},\n",
       " {'analytics_map_name': 'mirage',\n",
       "  'team': 'outsiders',\n",
       "  'analytics_map_stats_pick_percentage': '23%',\n",
       "  'analytics_map_stats_ban_percentage': '0%',\n",
       "  'analytics_map_stats_win_percentage': '60%',\n",
       "  'analytics_map_stats_played': '5',\n",
       "  'analytics_map_stats_comment': '',\n",
       "  'match_id': '2361342'},\n",
       " {'analytics_map_name': 'inferno',\n",
       "  'team': 'natus-vincere',\n",
       "  'analytics_map_stats_pick_percentage': '21%',\n",
       "  'analytics_map_stats_ban_percentage': '0%',\n",
       "  'analytics_map_stats_win_percentage': '42%',\n",
       "  'analytics_map_stats_played': '12',\n",
       "  'analytics_map_stats_comment': '',\n",
       "  'match_id': '2361342'},\n",
       " {'analytics_map_name': 'inferno',\n",
       "  'team': 'outsiders',\n",
       "  'analytics_map_stats_pick_percentage': '27%',\n",
       "  'analytics_map_stats_ban_percentage': '0%',\n",
       "  'analytics_map_stats_win_percentage': '86%',\n",
       "  'analytics_map_stats_played': '7',\n",
       "  'analytics_map_stats_comment': 'First pick',\n",
       "  'match_id': '2361342'},\n",
       " {'analytics_map_name': 'nuke',\n",
       "  'team': 'natus-vincere',\n",
       "  'analytics_map_stats_pick_percentage': '14%',\n",
       "  'analytics_map_stats_ban_percentage': '0%',\n",
       "  'analytics_map_stats_win_percentage': '33%',\n",
       "  'analytics_map_stats_played': '6',\n",
       "  'analytics_map_stats_comment': '',\n",
       "  'match_id': '2361342'},\n",
       " {'analytics_map_name': 'nuke',\n",
       "  'team': 'outsiders',\n",
       "  'analytics_map_stats_pick_percentage': '0%',\n",
       "  'analytics_map_stats_ban_percentage': '100%',\n",
       "  'analytics_map_stats_win_percentage': '-',\n",
       "  'analytics_map_stats_played': '0',\n",
       "  'analytics_map_stats_comment': 'First ban',\n",
       "  'match_id': '2361342'},\n",
       " {'analytics_map_name': 'overpass',\n",
       "  'team': 'natus-vincere',\n",
       "  'analytics_map_stats_pick_percentage': '4%',\n",
       "  'analytics_map_stats_ban_percentage': '0%',\n",
       "  'analytics_map_stats_win_percentage': '60%',\n",
       "  'analytics_map_stats_played': '5',\n",
       "  'analytics_map_stats_comment': '',\n",
       "  'match_id': '2361342'},\n",
       " {'analytics_map_name': 'overpass',\n",
       "  'team': 'outsiders',\n",
       "  'analytics_map_stats_pick_percentage': '19%',\n",
       "  'analytics_map_stats_ban_percentage': '0%',\n",
       "  'analytics_map_stats_win_percentage': '50%',\n",
       "  'analytics_map_stats_played': '6',\n",
       "  'analytics_map_stats_comment': '',\n",
       "  'match_id': '2361342'},\n",
       " {'analytics_map_name': 'vertigo',\n",
       "  'team': 'natus-vincere',\n",
       "  'analytics_map_stats_pick_percentage': '0%',\n",
       "  'analytics_map_stats_ban_percentage': '100%',\n",
       "  'analytics_map_stats_win_percentage': '-',\n",
       "  'analytics_map_stats_played': '0',\n",
       "  'analytics_map_stats_comment': 'First ban',\n",
       "  'match_id': '2361342'},\n",
       " {'analytics_map_name': 'vertigo',\n",
       "  'team': 'outsiders',\n",
       "  'analytics_map_stats_pick_percentage': '0%',\n",
       "  'analytics_map_stats_ban_percentage': '0%',\n",
       "  'analytics_map_stats_win_percentage': '0%',\n",
       "  'analytics_map_stats_played': '2',\n",
       "  'analytics_map_stats_comment': '',\n",
       "  'match_id': '2361342'},\n",
       " {'analytics_map_name': 'ancient',\n",
       "  'team': 'natus-vincere',\n",
       "  'analytics_map_stats_pick_percentage': '0%',\n",
       "  'analytics_map_stats_ban_percentage': '0%',\n",
       "  'analytics_map_stats_win_percentage': '50%',\n",
       "  'analytics_map_stats_played': '4',\n",
       "  'analytics_map_stats_comment': '',\n",
       "  'match_id': '2361342'},\n",
       " {'analytics_map_name': 'ancient',\n",
       "  'team': 'outsiders',\n",
       "  'analytics_map_stats_pick_percentage': '4%',\n",
       "  'analytics_map_stats_ban_percentage': '0%',\n",
       "  'analytics_map_stats_win_percentage': '100%',\n",
       "  'analytics_map_stats_played': '1',\n",
       "  'analytics_map_stats_comment': '',\n",
       "  'match_id': '2361342'},\n",
       " {'analytics_map_name': 'anubis',\n",
       "  'team': 'natus-vincere',\n",
       "  'analytics_map_stats_pick_percentage': '0%',\n",
       "  'analytics_map_stats_ban_percentage': '0%',\n",
       "  'analytics_map_stats_win_percentage': '100%',\n",
       "  'analytics_map_stats_played': '2',\n",
       "  'analytics_map_stats_comment': '',\n",
       "  'match_id': '2361342'},\n",
       " {'analytics_map_name': 'anubis',\n",
       "  'team': 'outsiders',\n",
       "  'analytics_map_stats_pick_percentage': '4%',\n",
       "  'analytics_map_stats_ban_percentage': '0%',\n",
       "  'analytics_map_stats_win_percentage': '50%',\n",
       "  'analytics_map_stats_played': '2',\n",
       "  'analytics_map_stats_comment': '',\n",
       "  'match_id': '2361342'}]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "match.parse_pick_ban_stats()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "61e6fc08",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "([{'team': 'natus-vincere',\n",
       "   'indicator': 'plus',\n",
       "   'insight': 'natus vincere has better form ranking',\n",
       "   'match_id': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'indicator': 'plus',\n",
       "   'insight': 'natus vincere has won 3 out of the last 5 matches',\n",
       "   'match_id': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'indicator': 'plus',\n",
       "   'insight': 'natus vincere is the bookmaker favorite with the best odds',\n",
       "   'match_id': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'indicator': 'minus',\n",
       "   'insight': 'natus vincere is worse ranked (#6)',\n",
       "   'match_id': '2361342'},\n",
       "  {'team': 'outsiders',\n",
       "   'indicator': 'plus',\n",
       "   'insight': 'outsiders has won 3 out of the last 5 matches',\n",
       "   'match_id': '2361342'},\n",
       "  {'team': 'outsiders',\n",
       "   'indicator': 'plus',\n",
       "   'insight': 'outsiders is better ranked (#5)',\n",
       "   'match_id': '2361342'},\n",
       "  {'team': 'outsiders',\n",
       "   'indicator': 'minus',\n",
       "   'insight': 'kair0n- has played less than 5 matches with core',\n",
       "   'match_id': '2361342'}],\n",
       " [{'analytics_map_name': 'mirage',\n",
       "   'team': 'natus-vincere',\n",
       "   'analytics_map_stats_pick_percentage': '39%',\n",
       "   'analytics_map_stats_ban_percentage': '0%',\n",
       "   'analytics_map_stats_win_percentage': '29%',\n",
       "   'analytics_map_stats_played': '7',\n",
       "   'analytics_map_stats_comment': 'First pick',\n",
       "   'match_id': '2361342'},\n",
       "  {'analytics_map_name': 'mirage',\n",
       "   'team': 'outsiders',\n",
       "   'analytics_map_stats_pick_percentage': '23%',\n",
       "   'analytics_map_stats_ban_percentage': '0%',\n",
       "   'analytics_map_stats_win_percentage': '60%',\n",
       "   'analytics_map_stats_played': '5',\n",
       "   'analytics_map_stats_comment': '',\n",
       "   'match_id': '2361342'},\n",
       "  {'analytics_map_name': 'inferno',\n",
       "   'team': 'natus-vincere',\n",
       "   'analytics_map_stats_pick_percentage': '21%',\n",
       "   'analytics_map_stats_ban_percentage': '0%',\n",
       "   'analytics_map_stats_win_percentage': '42%',\n",
       "   'analytics_map_stats_played': '12',\n",
       "   'analytics_map_stats_comment': '',\n",
       "   'match_id': '2361342'},\n",
       "  {'analytics_map_name': 'inferno',\n",
       "   'team': 'outsiders',\n",
       "   'analytics_map_stats_pick_percentage': '27%',\n",
       "   'analytics_map_stats_ban_percentage': '0%',\n",
       "   'analytics_map_stats_win_percentage': '86%',\n",
       "   'analytics_map_stats_played': '7',\n",
       "   'analytics_map_stats_comment': 'First pick',\n",
       "   'match_id': '2361342'},\n",
       "  {'analytics_map_name': 'nuke',\n",
       "   'team': 'natus-vincere',\n",
       "   'analytics_map_stats_pick_percentage': '14%',\n",
       "   'analytics_map_stats_ban_percentage': '0%',\n",
       "   'analytics_map_stats_win_percentage': '33%',\n",
       "   'analytics_map_stats_played': '6',\n",
       "   'analytics_map_stats_comment': '',\n",
       "   'match_id': '2361342'},\n",
       "  {'analytics_map_name': 'nuke',\n",
       "   'team': 'outsiders',\n",
       "   'analytics_map_stats_pick_percentage': '0%',\n",
       "   'analytics_map_stats_ban_percentage': '100%',\n",
       "   'analytics_map_stats_win_percentage': '-',\n",
       "   'analytics_map_stats_played': '0',\n",
       "   'analytics_map_stats_comment': 'First ban',\n",
       "   'match_id': '2361342'},\n",
       "  {'analytics_map_name': 'overpass',\n",
       "   'team': 'natus-vincere',\n",
       "   'analytics_map_stats_pick_percentage': '4%',\n",
       "   'analytics_map_stats_ban_percentage': '0%',\n",
       "   'analytics_map_stats_win_percentage': '60%',\n",
       "   'analytics_map_stats_played': '5',\n",
       "   'analytics_map_stats_comment': '',\n",
       "   'match_id': '2361342'},\n",
       "  {'analytics_map_name': 'overpass',\n",
       "   'team': 'outsiders',\n",
       "   'analytics_map_stats_pick_percentage': '19%',\n",
       "   'analytics_map_stats_ban_percentage': '0%',\n",
       "   'analytics_map_stats_win_percentage': '50%',\n",
       "   'analytics_map_stats_played': '6',\n",
       "   'analytics_map_stats_comment': '',\n",
       "   'match_id': '2361342'},\n",
       "  {'analytics_map_name': 'vertigo',\n",
       "   'team': 'natus-vincere',\n",
       "   'analytics_map_stats_pick_percentage': '0%',\n",
       "   'analytics_map_stats_ban_percentage': '100%',\n",
       "   'analytics_map_stats_win_percentage': '-',\n",
       "   'analytics_map_stats_played': '0',\n",
       "   'analytics_map_stats_comment': 'First ban',\n",
       "   'match_id': '2361342'},\n",
       "  {'analytics_map_name': 'vertigo',\n",
       "   'team': 'outsiders',\n",
       "   'analytics_map_stats_pick_percentage': '0%',\n",
       "   'analytics_map_stats_ban_percentage': '0%',\n",
       "   'analytics_map_stats_win_percentage': '0%',\n",
       "   'analytics_map_stats_played': '2',\n",
       "   'analytics_map_stats_comment': '',\n",
       "   'match_id': '2361342'},\n",
       "  {'analytics_map_name': 'ancient',\n",
       "   'team': 'natus-vincere',\n",
       "   'analytics_map_stats_pick_percentage': '0%',\n",
       "   'analytics_map_stats_ban_percentage': '0%',\n",
       "   'analytics_map_stats_win_percentage': '50%',\n",
       "   'analytics_map_stats_played': '4',\n",
       "   'analytics_map_stats_comment': '',\n",
       "   'match_id': '2361342'},\n",
       "  {'analytics_map_name': 'ancient',\n",
       "   'team': 'outsiders',\n",
       "   'analytics_map_stats_pick_percentage': '4%',\n",
       "   'analytics_map_stats_ban_percentage': '0%',\n",
       "   'analytics_map_stats_win_percentage': '100%',\n",
       "   'analytics_map_stats_played': '1',\n",
       "   'analytics_map_stats_comment': '',\n",
       "   'match_id': '2361342'},\n",
       "  {'analytics_map_name': 'anubis',\n",
       "   'team': 'natus-vincere',\n",
       "   'analytics_map_stats_pick_percentage': '0%',\n",
       "   'analytics_map_stats_ban_percentage': '0%',\n",
       "   'analytics_map_stats_win_percentage': '100%',\n",
       "   'analytics_map_stats_played': '2',\n",
       "   'analytics_map_stats_comment': '',\n",
       "   'match_id': '2361342'},\n",
       "  {'analytics_map_name': 'anubis',\n",
       "   'team': 'outsiders',\n",
       "   'analytics_map_stats_pick_percentage': '4%',\n",
       "   'analytics_map_stats_ban_percentage': '0%',\n",
       "   'analytics_map_stats_win_percentage': '50%',\n",
       "   'analytics_map_stats_played': '2',\n",
       "   'analytics_map_stats_comment': '',\n",
       "   'match_id': '2361342'}],\n",
       " [{'player_team': 'natus-vincere',\n",
       "   'player_nickname': 's1mple',\n",
       "   'table_3_months': '1.13',\n",
       "   'table_event': '1.17',\n",
       "   'match_id': '2361342'},\n",
       "  {'player_team': 'natus-vincere',\n",
       "   'player_nickname': 'electroNic',\n",
       "   'table_3_months': '1.01',\n",
       "   'table_event': '1.16',\n",
       "   'match_id': '2361342'},\n",
       "  {'player_team': 'natus-vincere',\n",
       "   'player_nickname': 'b1t',\n",
       "   'table_3_months': '1.05',\n",
       "   'table_event': '1.10',\n",
       "   'match_id': '2361342'},\n",
       "  {'player_team': 'natus-vincere',\n",
       "   'player_nickname': 'npl',\n",
       "   'table_3_months': '0.91',\n",
       "   'table_event': '0.96',\n",
       "   'match_id': '2361342'},\n",
       "  {'player_team': 'natus-vincere',\n",
       "   'player_nickname': 'Perfecto',\n",
       "   'table_3_months': '0.97',\n",
       "   'table_event': '0.90',\n",
       "   'match_id': '2361342'},\n",
       "  {'player_team': 'outsiders',\n",
       "   'player_nickname': 'Jame',\n",
       "   'table_3_months': '1.21',\n",
       "   'table_event': '1.28',\n",
       "   'match_id': '2361342'},\n",
       "  {'player_team': 'outsiders',\n",
       "   'player_nickname': 'FL1T',\n",
       "   'table_3_months': '1.18',\n",
       "   'table_event': '1.15',\n",
       "   'match_id': '2361342'},\n",
       "  {'player_team': 'outsiders',\n",
       "   'player_nickname': 'KaiR0N-',\n",
       "   'table_3_months': '1.19',\n",
       "   'table_event': '1.14',\n",
       "   'match_id': '2361342'},\n",
       "  {'player_team': 'outsiders',\n",
       "   'player_nickname': 'fame',\n",
       "   'table_3_months': '1.10',\n",
       "   'table_event': '1.06',\n",
       "   'match_id': '2361342'},\n",
       "  {'player_team': 'outsiders',\n",
       "   'player_nickname': 'Qikert',\n",
       "   'table_3_months': '0.94',\n",
       "   'table_event': '0.98',\n",
       "   'match_id': '2361342'}])"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "match.parse_analytics_center()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aded518c",
   "metadata": {},
   "source": [
    "### HLTVTeam( )\n",
    "Explicitly provide team url, or use HLTVMatch().teams_link, \n",
    "which is a list of team's urls ['/4608/natus-vincere', '/11595/outsiders'] "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "c8f0a0c8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "('/4608/natus-vincere', '/11595/outsiders')"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "match.teams_link"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "bebe9488",
   "metadata": {},
   "outputs": [],
   "source": [
    "from hltv_stats import HLTVTeam\n",
    "team1 = HLTVTeam(\"/4608/natus-vincere\") #or \"match.teams_link[0], match.teams_link[1]\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "632b1602",
   "metadata": {},
   "outputs": [],
   "source": [
    "#You can use match_id to assign team current state(statistic) to specific match\n",
    "team1.match_id = match.match_id"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "67d640ac",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'team': 'natus-vincere',\n",
       "  'date': '05/02/23',\n",
       "  'event': 'iem katowice 2023',\n",
       "  'opponent': 'liquid',\n",
       "  'map': 'anubis',\n",
       "  'result': '19 - 17',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '28/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'complexity',\n",
       "  'map': 'overpass',\n",
       "  'result': '16 - 14',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '25/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'ninjas-in-pyjamas',\n",
       "  'map': 'overpass',\n",
       "  'result': '16 - 5',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '21/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'ninjas-in-pyjamas',\n",
       "  'map': 'overpass',\n",
       "  'result': '16 - 8',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '15/12/22',\n",
       "  'event': 'blast premier world final 2022',\n",
       "  'opponent': 'heroic',\n",
       "  'map': 'nuke',\n",
       "  'result': '16 - 14',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '25/11/22',\n",
       "  'event': 'blast premier fall final 2022',\n",
       "  'opponent': 'ninjas-in-pyjamas',\n",
       "  'map': 'overpass',\n",
       "  'result': '10 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '23/11/22',\n",
       "  'event': 'blast premier fall final 2022',\n",
       "  'opponent': 'fluxo',\n",
       "  'map': 'mirage',\n",
       "  'result': '16 - 7',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '07/02/23',\n",
       "  'event': 'iem katowice 2023',\n",
       "  'opponent': 'g2',\n",
       "  'map': 'nuke',\n",
       "  'result': '7 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '04/02/23',\n",
       "  'event': 'iem katowice 2023',\n",
       "  'opponent': 'cloud9',\n",
       "  'map': 'inferno',\n",
       "  'result': '16 - 6',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '26/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'g2',\n",
       "  'map': 'nuke',\n",
       "  'result': '10 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '23/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'g2',\n",
       "  'map': 'inferno',\n",
       "  'result': '18 - 22',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '16/12/22',\n",
       "  'event': 'blast premier world final 2022',\n",
       "  'opponent': 'liquid',\n",
       "  'map': 'mirage',\n",
       "  'result': '9 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '14/12/22',\n",
       "  'event': 'blast premier world final 2022',\n",
       "  'opponent': 'vitality',\n",
       "  'map': 'nuke',\n",
       "  'result': '11 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '24/11/22',\n",
       "  'event': 'blast premier fall final 2022',\n",
       "  'opponent': 'liquid',\n",
       "  'map': 'mirage',\n",
       "  'result': '7 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '11/11/22',\n",
       "  'event': 'iem rio major 2022',\n",
       "  'opponent': 'furia',\n",
       "  'map': 'mirage',\n",
       "  'result': '10 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '05/02/23',\n",
       "  'event': 'iem katowice 2023',\n",
       "  'opponent': 'liquid',\n",
       "  'map': 'anubis',\n",
       "  'result': '19 - 17',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '05/02/23',\n",
       "  'event': 'iem katowice 2023',\n",
       "  'opponent': 'liquid',\n",
       "  'map': 'inferno',\n",
       "  'result': '16 - 5',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '28/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'complexity',\n",
       "  'map': 'overpass',\n",
       "  'result': '16 - 14',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '28/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'complexity',\n",
       "  'map': 'inferno',\n",
       "  'result': '11 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '28/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'complexity',\n",
       "  'map': 'anubis',\n",
       "  'result': '16 - 14',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '25/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'ninjas-in-pyjamas',\n",
       "  'map': 'overpass',\n",
       "  'result': '16 - 5',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '25/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'ninjas-in-pyjamas',\n",
       "  'map': 'mirage',\n",
       "  'result': '7 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '25/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'ninjas-in-pyjamas',\n",
       "  'map': 'inferno',\n",
       "  'result': '16 - 10',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '21/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'ninjas-in-pyjamas',\n",
       "  'map': 'overpass',\n",
       "  'result': '16 - 8',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '21/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'ninjas-in-pyjamas',\n",
       "  'map': 'mirage',\n",
       "  'result': '17 - 19',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '21/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'ninjas-in-pyjamas',\n",
       "  'map': 'inferno',\n",
       "  'result': '16 - 9',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '15/12/22',\n",
       "  'event': 'blast premier world final 2022',\n",
       "  'opponent': 'heroic',\n",
       "  'map': 'nuke',\n",
       "  'result': '16 - 14',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '15/12/22',\n",
       "  'event': 'blast premier world final 2022',\n",
       "  'opponent': 'heroic',\n",
       "  'map': 'ancient',\n",
       "  'result': '8 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '15/12/22',\n",
       "  'event': 'blast premier world final 2022',\n",
       "  'opponent': 'heroic',\n",
       "  'map': 'inferno',\n",
       "  'result': '16 - 10',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '25/11/22',\n",
       "  'event': 'blast premier fall final 2022',\n",
       "  'opponent': 'ninjas-in-pyjamas',\n",
       "  'map': 'overpass',\n",
       "  'result': '10 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '25/11/22',\n",
       "  'event': 'blast premier fall final 2022',\n",
       "  'opponent': 'ninjas-in-pyjamas',\n",
       "  'map': 'mirage',\n",
       "  'result': '22 - 19',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '25/11/22',\n",
       "  'event': 'blast premier fall final 2022',\n",
       "  'opponent': 'ninjas-in-pyjamas',\n",
       "  'map': 'inferno',\n",
       "  'result': '10 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '23/11/22',\n",
       "  'event': 'blast premier fall final 2022',\n",
       "  'opponent': 'fluxo',\n",
       "  'map': 'mirage',\n",
       "  'result': '16 - 7',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '23/11/22',\n",
       "  'event': 'blast premier fall final 2022',\n",
       "  'opponent': 'fluxo',\n",
       "  'map': 'dust2',\n",
       "  'result': '16 - 14',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '07/02/23',\n",
       "  'event': 'iem katowice 2023',\n",
       "  'opponent': 'g2',\n",
       "  'map': 'nuke',\n",
       "  'result': '7 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '07/02/23',\n",
       "  'event': 'iem katowice 2023',\n",
       "  'opponent': 'g2',\n",
       "  'map': 'inferno',\n",
       "  'result': '8 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '04/02/23',\n",
       "  'event': 'iem katowice 2023',\n",
       "  'opponent': 'cloud9',\n",
       "  'map': 'inferno',\n",
       "  'result': '16 - 6',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '04/02/23',\n",
       "  'event': 'iem katowice 2023',\n",
       "  'opponent': 'cloud9',\n",
       "  'map': 'ancient',\n",
       "  'result': '16 - 13',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '26/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'g2',\n",
       "  'map': 'nuke',\n",
       "  'result': '10 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '26/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'g2',\n",
       "  'map': 'inferno',\n",
       "  'result': '6 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '23/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'g2',\n",
       "  'map': 'inferno',\n",
       "  'result': '18 - 22',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '23/01/23',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'opponent': 'g2',\n",
       "  'map': 'nuke',\n",
       "  'result': '10 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '16/12/22',\n",
       "  'event': 'blast premier world final 2022',\n",
       "  'opponent': 'liquid',\n",
       "  'map': 'mirage',\n",
       "  'result': '9 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '16/12/22',\n",
       "  'event': 'blast premier world final 2022',\n",
       "  'opponent': 'liquid',\n",
       "  'map': 'ancient',\n",
       "  'result': '16 - 14',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '16/12/22',\n",
       "  'event': 'blast premier world final 2022',\n",
       "  'opponent': 'liquid',\n",
       "  'map': 'overpass',\n",
       "  'result': '10 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '14/12/22',\n",
       "  'event': 'blast premier world final 2022',\n",
       "  'opponent': 'vitality',\n",
       "  'map': 'nuke',\n",
       "  'result': '11 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '14/12/22',\n",
       "  'event': 'blast premier world final 2022',\n",
       "  'opponent': 'vitality',\n",
       "  'map': 'inferno',\n",
       "  'result': '16 - 19',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '24/11/22',\n",
       "  'event': 'blast premier fall final 2022',\n",
       "  'opponent': 'liquid',\n",
       "  'map': 'mirage',\n",
       "  'result': '7 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '24/11/22',\n",
       "  'event': 'blast premier fall final 2022',\n",
       "  'opponent': 'liquid',\n",
       "  'map': 'dust2',\n",
       "  'result': '16 - 12',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '24/11/22',\n",
       "  'event': 'blast premier fall final 2022',\n",
       "  'opponent': 'liquid',\n",
       "  'map': 'inferno',\n",
       "  'result': '14 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '11/11/22',\n",
       "  'event': 'iem rio major 2022',\n",
       "  'opponent': 'furia',\n",
       "  'map': 'mirage',\n",
       "  'result': '10 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '11/11/22',\n",
       "  'event': 'iem rio major 2022',\n",
       "  'opponent': 'furia',\n",
       "  'map': 'ancient',\n",
       "  'result': '10 - 16',\n",
       "  'flag': 'L',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'date': '11/11/22',\n",
       "  'event': 'iem rio major 2022',\n",
       "  'opponent': 'furia',\n",
       "  'map': 'nuke',\n",
       "  'result': '16 - 14',\n",
       "  'flag': 'W',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'}]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "team1.parse_matches(time_filter=3, filename=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "1c2c3d5d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'team': 'natus-vincere',\n",
       "  'player': 's1mple',\n",
       "  'maps': '38',\n",
       "  'rounds': '1043',\n",
       "  'kd_diff': '+134',\n",
       "  'kd': '1.21',\n",
       "  'rating': '1.15',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'player': 'b1t',\n",
       "  'maps': '38',\n",
       "  'rounds': '1043',\n",
       "  'kd_diff': '+24',\n",
       "  'kd': '1.04',\n",
       "  'rating': '1.03',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'player': 'electroNic',\n",
       "  'maps': '38',\n",
       "  'rounds': '1043',\n",
       "  'kd_diff': '-72',\n",
       "  'kd': '0.90',\n",
       "  'rating': '1.01',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'player': 'Perfecto',\n",
       "  'maps': '38',\n",
       "  'rounds': '1043',\n",
       "  'kd_diff': '-52',\n",
       "  'kd': '0.92',\n",
       "  'rating': '0.97',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'player': 'npl',\n",
       "  'maps': '22',\n",
       "  'rounds': '597',\n",
       "  'kd_diff': '-69',\n",
       "  'kd': '0.82',\n",
       "  'rating': '0.90',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'player': 'sdy',\n",
       "  'maps': '16',\n",
       "  'rounds': '446',\n",
       "  'kd_diff': '-48',\n",
       "  'kd': '0.84',\n",
       "  'rating': '0.93',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'}]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "team1.parse_players(time_filter=3, filename=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "19892032",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'team': 'natus-vincere',\n",
       "  'map': 'dust2',\n",
       "  'wins_draws_losses': '5 / 0 / 7',\n",
       "  'win_rate': '41.7%',\n",
       "  'total_rounds': '324',\n",
       "  'round_win_perc_after_first_kill': '76.2%',\n",
       "  'round_win_perc_after_first_death': '25.0%',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'map': 'anubis',\n",
       "  'wins_draws_losses': '2 / 0 / 5',\n",
       "  'win_rate': '28.6%',\n",
       "  'total_rounds': '197',\n",
       "  'round_win_perc_after_first_kill': '60.3%',\n",
       "  'round_win_perc_after_first_death': '34.5%',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'map': 'overpass',\n",
       "  'wins_draws_losses': '2 / 0 / 4',\n",
       "  'win_rate': '33.3%',\n",
       "  'total_rounds': '162',\n",
       "  'round_win_perc_after_first_kill': '61.8%',\n",
       "  'round_win_perc_after_first_death': '26.7%',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'map': 'ancient',\n",
       "  'wins_draws_losses': '3 / 0 / 2',\n",
       "  'win_rate': '60.0%',\n",
       "  'total_rounds': '127',\n",
       "  'round_win_perc_after_first_kill': '71.0%',\n",
       "  'round_win_perc_after_first_death': '32.8%',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'map': 'inferno',\n",
       "  'wins_draws_losses': '2 / 0 / 2',\n",
       "  'win_rate': '50.0%',\n",
       "  'total_rounds': '109',\n",
       "  'round_win_perc_after_first_kill': '66.7%',\n",
       "  'round_win_perc_after_first_death': '23.1%',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'map': 'nuke',\n",
       "  'wins_draws_losses': '2 / 0 / 0',\n",
       "  'win_rate': '100.0%',\n",
       "  'total_rounds': '58',\n",
       "  'round_win_perc_after_first_kill': '85.7%',\n",
       "  'round_win_perc_after_first_death': '26.7%',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'team': 'natus-vincere',\n",
       "  'map': 'mirage',\n",
       "  'wins_draws_losses': '2 / 0 / 0',\n",
       "  'win_rate': '100.0%',\n",
       "  'total_rounds': '66',\n",
       "  'round_win_perc_after_first_kill': '69.2%',\n",
       "  'round_win_perc_after_first_death': '29.6%',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'}]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "team1.parse_maps(time_filter=3, filename=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "c4ebf084",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'placement': '-',\n",
       "  'event': 'iem katowice 2023',\n",
       "  'team': 'natus-vincere',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'placement': '4-6th',\n",
       "  'event': 'blast premier spring groups 2023',\n",
       "  'team': 'natus-vincere',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'placement': '5-6th',\n",
       "  'event': 'blast premier world final 2022',\n",
       "  'team': 'natus-vincere',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'placement': '5-6th',\n",
       "  'event': 'blast premier fall final 2022',\n",
       "  'team': 'natus-vincere',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'},\n",
       " {'placement': '5-8th',\n",
       "  'event': 'iem rio major 2022',\n",
       "  'team': 'natus-vincere',\n",
       "  'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "  'time_filter': '3',\n",
       "  'match_cuid': '2361342'}]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "team1.parse_events(time_filter=3, filename=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "59119070",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "([{'team': 'natus-vincere',\n",
       "   'date': '05/02/23',\n",
       "   'event': 'iem katowice 2023',\n",
       "   'opponent': 'liquid',\n",
       "   'map': 'anubis',\n",
       "   'result': '19 - 17',\n",
       "   'flag': 'W',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '28/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'complexity',\n",
       "   'map': 'overpass',\n",
       "   'result': '16 - 14',\n",
       "   'flag': 'W',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '25/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'ninjas-in-pyjamas',\n",
       "   'map': 'overpass',\n",
       "   'result': '16 - 5',\n",
       "   'flag': 'W',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '21/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'ninjas-in-pyjamas',\n",
       "   'map': 'overpass',\n",
       "   'result': '16 - 8',\n",
       "   'flag': 'W',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '07/02/23',\n",
       "   'event': 'iem katowice 2023',\n",
       "   'opponent': 'g2',\n",
       "   'map': 'nuke',\n",
       "   'result': '7 - 16',\n",
       "   'flag': 'L',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '04/02/23',\n",
       "   'event': 'iem katowice 2023',\n",
       "   'opponent': 'cloud9',\n",
       "   'map': 'inferno',\n",
       "   'result': '16 - 6',\n",
       "   'flag': 'W',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '26/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'g2',\n",
       "   'map': 'nuke',\n",
       "   'result': '10 - 16',\n",
       "   'flag': 'L',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '23/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'g2',\n",
       "   'map': 'inferno',\n",
       "   'result': '18 - 22',\n",
       "   'flag': 'L',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '05/02/23',\n",
       "   'event': 'iem katowice 2023',\n",
       "   'opponent': 'liquid',\n",
       "   'map': 'anubis',\n",
       "   'result': '19 - 17',\n",
       "   'flag': 'W',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '05/02/23',\n",
       "   'event': 'iem katowice 2023',\n",
       "   'opponent': 'liquid',\n",
       "   'map': 'inferno',\n",
       "   'result': '16 - 5',\n",
       "   'flag': 'W',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '28/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'complexity',\n",
       "   'map': 'overpass',\n",
       "   'result': '16 - 14',\n",
       "   'flag': 'W',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '28/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'complexity',\n",
       "   'map': 'inferno',\n",
       "   'result': '11 - 16',\n",
       "   'flag': 'L',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '28/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'complexity',\n",
       "   'map': 'anubis',\n",
       "   'result': '16 - 14',\n",
       "   'flag': 'W',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '25/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'ninjas-in-pyjamas',\n",
       "   'map': 'overpass',\n",
       "   'result': '16 - 5',\n",
       "   'flag': 'W',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '25/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'ninjas-in-pyjamas',\n",
       "   'map': 'mirage',\n",
       "   'result': '7 - 16',\n",
       "   'flag': 'L',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '25/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'ninjas-in-pyjamas',\n",
       "   'map': 'inferno',\n",
       "   'result': '16 - 10',\n",
       "   'flag': 'W',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '21/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'ninjas-in-pyjamas',\n",
       "   'map': 'overpass',\n",
       "   'result': '16 - 8',\n",
       "   'flag': 'W',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '21/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'ninjas-in-pyjamas',\n",
       "   'map': 'mirage',\n",
       "   'result': '17 - 19',\n",
       "   'flag': 'L',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '21/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'ninjas-in-pyjamas',\n",
       "   'map': 'inferno',\n",
       "   'result': '16 - 9',\n",
       "   'flag': 'W',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '07/02/23',\n",
       "   'event': 'iem katowice 2023',\n",
       "   'opponent': 'g2',\n",
       "   'map': 'nuke',\n",
       "   'result': '7 - 16',\n",
       "   'flag': 'L',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '07/02/23',\n",
       "   'event': 'iem katowice 2023',\n",
       "   'opponent': 'g2',\n",
       "   'map': 'inferno',\n",
       "   'result': '8 - 16',\n",
       "   'flag': 'L',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '04/02/23',\n",
       "   'event': 'iem katowice 2023',\n",
       "   'opponent': 'cloud9',\n",
       "   'map': 'inferno',\n",
       "   'result': '16 - 6',\n",
       "   'flag': 'W',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '04/02/23',\n",
       "   'event': 'iem katowice 2023',\n",
       "   'opponent': 'cloud9',\n",
       "   'map': 'ancient',\n",
       "   'result': '16 - 13',\n",
       "   'flag': 'W',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '26/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'g2',\n",
       "   'map': 'nuke',\n",
       "   'result': '10 - 16',\n",
       "   'flag': 'L',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '26/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'g2',\n",
       "   'map': 'inferno',\n",
       "   'result': '6 - 16',\n",
       "   'flag': 'L',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '23/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'g2',\n",
       "   'map': 'inferno',\n",
       "   'result': '18 - 22',\n",
       "   'flag': 'L',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'date': '23/01/23',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'opponent': 'g2',\n",
       "   'map': 'nuke',\n",
       "   'result': '10 - 16',\n",
       "   'flag': 'L',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'}],\n",
       " [{'team': 'natus-vincere',\n",
       "   'map': 'overpass',\n",
       "   'wins_draws_losses': '4 / 0 / 4',\n",
       "   'win_rate': '50.0%',\n",
       "   'total_rounds': '207',\n",
       "   'round_win_perc_after_first_kill': '77.5%',\n",
       "   'round_win_perc_after_first_death': '26.7%',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'map': 'ancient',\n",
       "   'wins_draws_losses': '0 / 0 / 3',\n",
       "   'win_rate': '0.0%',\n",
       "   'total_rounds': '75',\n",
       "   'round_win_perc_after_first_kill': '55.2%',\n",
       "   'round_win_perc_after_first_death': '23.9%',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'map': 'anubis',\n",
       "   'wins_draws_losses': '3 / 0 / 0',\n",
       "   'win_rate': '100.0%',\n",
       "   'total_rounds': '75',\n",
       "   'round_win_perc_after_first_kill': '77.8%',\n",
       "   'round_win_perc_after_first_death': '43.3%',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'map': 'inferno',\n",
       "   'wins_draws_losses': '0 / 0 / 2',\n",
       "   'win_rate': '0.0%',\n",
       "   'total_rounds': '59',\n",
       "   'round_win_perc_after_first_kill': '56.2%',\n",
       "   'round_win_perc_after_first_death': '34.9%',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'map': 'mirage',\n",
       "   'wins_draws_losses': '2 / 0 / 0',\n",
       "   'win_rate': '100.0%',\n",
       "   'total_rounds': '66',\n",
       "   'round_win_perc_after_first_kill': '69.2%',\n",
       "   'round_win_perc_after_first_death': '29.6%',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'map': 'nuke',\n",
       "   'wins_draws_losses': '1 / 0 / 0',\n",
       "   'win_rate': '100.0%',\n",
       "   'total_rounds': '29',\n",
       "   'round_win_perc_after_first_kill': '85.7%',\n",
       "   'round_win_perc_after_first_death': '26.7%',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'}],\n",
       " [{'team': 'natus-vincere',\n",
       "   'player': 's1mple',\n",
       "   'maps': '19',\n",
       "   'rounds': '511',\n",
       "   'kd_diff': '+81',\n",
       "   'kd': '1.28',\n",
       "   'rating': '1.19',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'player': 'electroNic',\n",
       "   'maps': '19',\n",
       "   'rounds': '511',\n",
       "   'kd_diff': '+9',\n",
       "   'kd': '1.03',\n",
       "   'rating': '1.10',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'player': 'b1t',\n",
       "   'maps': '19',\n",
       "   'rounds': '511',\n",
       "   'kd_diff': '+35',\n",
       "   'kd': '1.12',\n",
       "   'rating': '1.07',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'player': 'npl',\n",
       "   'maps': '19',\n",
       "   'rounds': '511',\n",
       "   'kd_diff': '-42',\n",
       "   'kd': '0.87',\n",
       "   'rating': '0.94',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'team': 'natus-vincere',\n",
       "   'player': 'Perfecto',\n",
       "   'maps': '19',\n",
       "   'rounds': '511',\n",
       "   'kd_diff': '-47',\n",
       "   'kd': '0.85',\n",
       "   'rating': '0.91',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'}],\n",
       " [{'placement': '-',\n",
       "   'event': 'iem katowice 2023',\n",
       "   'team': 'natus-vincere',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'},\n",
       "  {'placement': '4-6th',\n",
       "   'event': 'blast premier spring groups 2023',\n",
       "   'team': 'natus-vincere',\n",
       "   'team_cuid': 'cldxtxnn600001ene55yvsihn',\n",
       "   'time_filter': '1',\n",
       "   'match_cuid': '2361342'}])"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#returns tuple of all fucntions above\n",
    "team1.parse_all_stats(time_filter=1) "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d99559c8",
   "metadata": {},
   "source": [
    "### Parse all upcoming matches"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "0ea8ea9c",
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/matches/2361720/esl-impact-katowice-2023-group-a-winners-match-esl-impact-katowice-2023\n",
      "Invalid match, waiting for teams\n",
      "/matches/2361721/esl-impact-katowice-2023-group-b-winners-match-esl-impact-katowice-2023\n",
      "Invalid match, waiting for teams\n",
      "/matches/2361722/esl-impact-katowice-2023-group-b-elimination-match-esl-impact-katowice-2023\n",
      "Invalid match, waiting for teams\n",
      "parsing : /matches/2361592/nigma-galaxy-vs-saints-esl-impact-katowice-2023\n",
      "ConnectionError: HTTPSConnectionPool(host='www.hltv.orghttps', port=443): Max retries exceeded with url: //www.hltv.org/matches/2361592/nigma-galaxy-vs-saints-esl-impact-katowice-2023 (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x1065b37c0>: Failed to establish a new connection: [Errno 8] nodename nor servname provided, or not known'))\n",
      "Invalid match, probably empty stats\n",
      "parsing : /matches/2361737/ungentium-vs-ftw-cct-west-europe-series-1\n",
      "ConnectionError: HTTPSConnectionPool(host='www.hltv.orghttps', port=443): Max retries exceeded with url: //www.hltv.org/matches/2361737/ungentium-vs-ftw-cct-west-europe-series-1 (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x1065b38e0>: Failed to establish a new connection: [Errno 8] nodename nor servname provided, or not known'))\n",
      "Invalid match, probably empty stats\n",
      "parsing : /matches/2361593/b4-fe-vs-hsg-fe-esl-impact-katowice-2023\n",
      "ConnectionError: HTTPSConnectionPool(host='www.hltv.orghttps', port=443): Max retries exceeded with url: //www.hltv.org/matches/2361593/b4-fe-vs-hsg-fe-esl-impact-katowice-2023 (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x1065b3670>: Failed to establish a new connection: [Errno 8] nodename nor servname provided, or not known'))\n",
      "Invalid match, probably empty stats\n",
      "parsing : /matches/2361594/navi-javelins-vs-clg-red-esl-impact-katowice-2023\n",
      "ConnectionError: HTTPSConnectionPool(host='www.hltv.orghttps', port=443): Max retries exceeded with url: //www.hltv.org/matches/2361594/navi-javelins-vs-clg-red-esl-impact-katowice-2023 (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x1065b36d0>: Failed to establish a new connection: [Errno 8] nodename nor servname provided, or not known'))\n",
      "Invalid match, probably empty stats\n",
      "parsing : /matches/2361738/endpoint-vs-los-kogutos-cct-west-europe-series-1\n",
      "ConnectionError: HTTPSConnectionPool(host='www.hltv.orghttps', port=443): Max retries exceeded with url: //www.hltv.org/matches/2361738/endpoint-vs-los-kogutos-cct-west-europe-series-1 (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x1065b37f0>: Failed to establish a new connection: [Errno 8] nodename nor servname provided, or not known'))\n",
      "Invalid match, probably empty stats\n",
      "parsing : /matches/2361595/furia-fe-vs-9-pandas-fearless-esl-impact-katowice-2023\n",
      "ConnectionError: HTTPSConnectionPool(host='www.hltv.orghttps', port=443): Max retries exceeded with url: //www.hltv.org/matches/2361595/furia-fe-vs-9-pandas-fearless-esl-impact-katowice-2023 (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x1065b38b0>: Failed to establish a new connection: [Errno 8] nodename nor servname provided, or not known'))\n",
      "Invalid match, probably empty stats\n",
      "parsing : /matches/2361342/natus-vincere-vs-outsiders-iem-katowice-2023\n",
      "ConnectionError: HTTPSConnectionPool(host='www.hltv.orghttps', port=443): Max retries exceeded with url: //www.hltv.org/matches/2361342/natus-vincere-vs-outsiders-iem-katowice-2023 (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x1065b36a0>: Failed to establish a new connection: [Errno 8] nodename nor servname provided, or not known'))\n",
      "Invalid match, probably empty stats\n",
      "parsing : /matches/2361706/big-vs-honoris-iem-brazil-2023-europe-closed-qualifier\n",
      "ConnectionError: HTTPSConnectionPool(host='www.hltv.orghttps', port=443): Max retries exceeded with url: //www.hltv.org/matches/2361706/big-vs-honoris-iem-brazil-2023-europe-closed-qualifier (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x1065b3700>: Failed to establish a new connection: [Errno 8] nodename nor servname provided, or not known'))\n",
      "Invalid match, probably empty stats\n",
      "parsing : /matches/2361739/mixfits-vs-nexus-cct-west-europe-series-1\n",
      "ConnectionError: HTTPSConnectionPool(host='www.hltv.orghttps', port=443): Max retries exceeded with url: //www.hltv.org/matches/2361739/mixfits-vs-nexus-cct-west-europe-series-1 (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x1065b3820>: Failed to establish a new connection: [Errno 8] nodename nor servname provided, or not known'))\n",
      "Invalid match, probably empty stats\n",
      "parsing : /matches/2361729/ec-brugge-vs-rapid-ninjas-a1-gaming-league-2023\n",
      "ConnectionError: HTTPSConnectionPool(host='www.hltv.orghttps', port=443): Max retries exceeded with url: //www.hltv.org/matches/2361729/ec-brugge-vs-rapid-ninjas-a1-gaming-league-2023 (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x1065b3040>: Failed to establish a new connection: [Errno 8] nodename nor servname provided, or not known'))\n",
      "Invalid match, probably empty stats\n",
      "parsing : /matches/2361341/liquid-vs-vitality-iem-katowice-2023\n",
      "ConnectionError: HTTPSConnectionPool(host='www.hltv.orghttps', port=443): Max retries exceeded with url: //www.hltv.org/matches/2361341/liquid-vs-vitality-iem-katowice-2023 (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x1065b34f0>: Failed to establish a new connection: [Errno 8] nodename nor servname provided, or not known'))\n",
      "Invalid match, probably empty stats\n",
      "parsing : /matches/2361730/voyvoda-vs-ultimate-power-a1-gaming-league-2023\n",
      "ConnectionError: HTTPSConnectionPool(host='www.hltv.orghttps', port=443): Max retries exceeded with url: //www.hltv.org/matches/2361730/voyvoda-vs-ultimate-power-a1-gaming-league-2023 (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x1065b35b0>: Failed to establish a new connection: [Errno 8] nodename nor servname provided, or not known'))\n",
      "Invalid match, probably empty stats\n",
      "parsing : /matches/2361740/spirit-academy-vs-into-the-breach-cct-west-europe-series-1\n",
      "ConnectionError: HTTPSConnectionPool(host='www.hltv.orghttps', port=443): Max retries exceeded with url: //www.hltv.org/matches/2361740/spirit-academy-vs-into-the-breach-cct-west-europe-series-1 (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x1065b3640>: Failed to establish a new connection: [Errno 8] nodename nor servname provided, or not known'))\n",
      "Invalid match, probably empty stats\n"
     ]
    }
   ],
   "source": [
    "from hltv_stats import parse_upcoming_matches\n",
    "\"\"\"Parse upcoming matches and save to json files\n",
    "    :param months: list of months to parse, i.e. [1,3] <=> [last month, last 3 months]\n",
    "    :param with_teams: bool, if True, parse teams' statistic as well\n",
    "    :param write_to_file: bool, if True, creates tree of folders and saves json files like output/matches/\n",
    "    \"\"\"\n",
    "parse_upcoming_matches(months=[1], with_teams=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7756616c",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.8.15"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}