{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "e621e3ae", "metadata": { "nbsphinx": "hidden", "tags": [] }, "outputs": [], "source": [ "import pandas as pd\n", "\n", "pd.set_option(\"display.max_columns\", None)" ] }, { "cell_type": "code", "execution_count": 2, "id": "0f792a6b", "metadata": { "nbsphinx": "hidden", "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "env: SOCCERDATA_LOGLEVEL=ERROR\n", "env: SOCCERDATA_NOCACHE=True\n", "env: SOCCERDATA_NOSTORE=True\n" ] } ], "source": [ "%env SOCCERDATA_LOGLEVEL=ERROR\n", "%env SOCCERDATA_NOCACHE=True\n", "%env SOCCERDATA_NOSTORE=True" ] }, { "cell_type": "code", "execution_count": 3, "id": "2454afe6", "metadata": { "tags": [] }, "outputs": [], "source": [ "import soccerdata as sd" ] }, { "cell_type": "markdown", "id": "b5784f2d", "metadata": {}, "source": [ "# SoFIFA" ] }, { "cell_type": "code", "execution_count": 4, "id": "8dab5be9", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Provides pd.DataFrames from data at http://sofifa.com.\n", "\n", " Data will be downloaded as necessary and cached locally in\n", " ``~/soccerdata/data/SoFIFA``.\n", "\n", " Parameters\n", " ----------\n", " leagues : string or iterable, optional\n", " IDs of leagues to include.\n", " versions : string, int or list of int, optional\n", " FIFA releases to include. Should be specified by their ID used in the URL\n", " (e.g., 230034). Alternatively, the string \"all\" can be used to include all\n", " versions and \"latest\" to include the latest version only. Defaults to\n", " \"latest\".\n", " proxy : 'tor' or dict or list(dict) or callable, optional\n", " Use a proxy to hide your IP address. Valid options are:\n", " - \"tor\": Uses the Tor network. Tor should be running in\n", " the background on port 9050.\n", " - dict: A dictionary with the proxy to use. The dict should be\n", " a mapping of supported protocols to proxy addresses. For example::\n", "\n", " {\n", " 'http': 'http://10.10.1.10:3128',\n", " 'https': 'http://10.10.1.10:1080',\n", " }\n", "\n", " - list(dict): A list of proxies to choose from. A different proxy will\n", " be selected from this list after failed requests, allowing rotating\n", " proxies.\n", " - callable: A function that returns a valid proxy. This function will\n", " be called after failed requests, allowing rotating proxies.\n", " no_cache : bool\n", " If True, will not use cached data.\n", " no_store : bool\n", " If True, will not store downloaded data.\n", " data_dir : Path\n", " Path to directory where data will be cached.\n", " \n" ] } ], "source": [ "sofifa = sd.SoFIFA(leagues=\"ENG-Premier League\", versions=\"latest\")\n", "print(sofifa.__doc__)" ] }, { "cell_type": "markdown", "id": "b13372de-8faf-46ab-9e56-daf2c6601bb0", "metadata": {}, "source": [ "## EA Sports FIFA team ratings" ] }, { "cell_type": "code", "execution_count": 5, "id": "e6d41674-f512-4fdd-a03d-e88644ddb289", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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overallattackmidfielddefencetransfer_budgetplayersfifa_editionupdate
leagueteam
ENG-Premier LeagueAFC Bournemouth74757373€029FIFA 23May 26, 2023
Arsenal82828481€032FIFA 23May 26, 2023
Aston Villa79797779€032FIFA 23May 26, 2023
Brentford75747576€031FIFA 23May 26, 2023
Brighton & Hove Albion77757778€028FIFA 23May 26, 2023
\n", "
" ], "text/plain": [ " overall attack midfield defence \\\n", "league team \n", "ENG-Premier League AFC Bournemouth 74 75 73 73 \n", " Arsenal 82 82 84 81 \n", " Aston Villa 79 79 77 79 \n", " Brentford 75 74 75 76 \n", " Brighton & Hove Albion 77 75 77 78 \n", "\n", " transfer_budget players \\\n", "league team \n", "ENG-Premier League AFC Bournemouth €0 29 \n", " Arsenal €0 32 \n", " Aston Villa €0 32 \n", " Brentford €0 31 \n", " Brighton & Hove Albion €0 28 \n", "\n", " fifa_edition update \n", "league team \n", "ENG-Premier League AFC Bournemouth FIFA 23 May 26, 2023 \n", " Arsenal FIFA 23 May 26, 2023 \n", " Aston Villa FIFA 23 May 26, 2023 \n", " Brentford FIFA 23 May 26, 2023 \n", " Brighton & Hove Albion FIFA 23 May 26, 2023 " ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "team_ratings = sofifa.read_team_ratings()\n", "team_ratings.head()" ] }, { "cell_type": "markdown", "id": "3a4c2916", "metadata": {}, "source": [ "## EA Sports FIFA player ratings" ] }, { "cell_type": "code", "execution_count": 6, "id": "745be31a", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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fifa_editionupdateoverallratingpotentialcrossingfinishingheadingaccuracyshortpassingvolleysdribblingcurvefk_accuracylongpassingballcontrolaccelerationsprintspeedagilityreactionsbalanceshotpowerjumpingstaminastrengthlongshotsaggressioninterceptionspositioningvisionpenaltiescomposuredefensiveawarenessstandingtackleslidingtacklegk_divinggk_handlinggk_kickinggk_positioninggk_reflexes
player
Aaron RamsdaleFIFA 23May 26, 2023838615141556161817165736475053824965663559153524186525652016158479877986
Ainsley Maitland-NilesFIFA 23May 26, 20237375675854744471645066737977797069676669676265706967697066747215971013
Albert-Mboyo Sambi LokongaFIFA 23May 26, 2023758268536179587871687781636978726868717763637277657541806473681476139
Amario Cozier-DuberryFIFA 23May 26, 20235977585738556060534144587269735068564455454555275956555528282411129137
Arthur OkonkwoFIFA 23May 26, 20236675106123379122020174444406331475029507201163519301313126465636766
\n", "
" ], "text/plain": [ " fifa_edition update overallrating potential \\\n", "player \n", "Aaron Ramsdale FIFA 23 May 26, 2023 83 86 \n", "Ainsley Maitland-Niles FIFA 23 May 26, 2023 73 75 \n", "Albert-Mboyo Sambi Lokonga FIFA 23 May 26, 2023 75 82 \n", "Amario Cozier-Duberry FIFA 23 May 26, 2023 59 77 \n", "Arthur Okonkwo FIFA 23 May 26, 2023 66 75 \n", "\n", " crossing finishing headingaccuracy shortpassing \\\n", "player \n", "Aaron Ramsdale 15 14 15 56 \n", "Ainsley Maitland-Niles 67 58 54 74 \n", "Albert-Mboyo Sambi Lokonga 68 53 61 79 \n", "Amario Cozier-Duberry 58 57 38 55 \n", "Arthur Okonkwo 10 6 12 33 \n", "\n", " volleys dribbling curve fk_accuracy longpassing \\\n", "player \n", "Aaron Ramsdale 16 18 17 16 57 \n", "Ainsley Maitland-Niles 44 71 64 50 66 \n", "Albert-Mboyo Sambi Lokonga 58 78 71 68 77 \n", "Amario Cozier-Duberry 60 60 53 41 44 \n", "Arthur Okonkwo 7 9 12 20 20 \n", "\n", " ballcontrol acceleration sprintspeed agility \\\n", "player \n", "Aaron Ramsdale 36 47 50 53 \n", "Ainsley Maitland-Niles 73 79 77 79 \n", "Albert-Mboyo Sambi Lokonga 81 63 69 78 \n", "Amario Cozier-Duberry 58 72 69 73 \n", "Arthur Okonkwo 17 44 44 40 \n", "\n", " reactions balance shotpower jumping stamina \\\n", "player \n", "Aaron Ramsdale 82 49 65 66 35 \n", "Ainsley Maitland-Niles 70 69 67 66 69 \n", "Albert-Mboyo Sambi Lokonga 72 68 68 71 77 \n", "Amario Cozier-Duberry 50 68 56 44 55 \n", "Arthur Okonkwo 63 31 47 50 29 \n", "\n", " strength longshots aggression interceptions \\\n", "player \n", "Aaron Ramsdale 59 15 35 24 \n", "Ainsley Maitland-Niles 67 62 65 70 \n", "Albert-Mboyo Sambi Lokonga 63 63 72 77 \n", "Amario Cozier-Duberry 45 45 55 27 \n", "Arthur Okonkwo 50 7 20 11 \n", "\n", " positioning vision penalties composure \\\n", "player \n", "Aaron Ramsdale 18 65 25 65 \n", "Ainsley Maitland-Niles 69 67 69 70 \n", "Albert-Mboyo Sambi Lokonga 65 75 41 80 \n", "Amario Cozier-Duberry 59 56 55 55 \n", "Arthur Okonkwo 6 35 19 30 \n", "\n", " defensiveawareness standingtackle slidingtackle \\\n", "player \n", "Aaron Ramsdale 20 16 15 \n", "Ainsley Maitland-Niles 66 74 72 \n", "Albert-Mboyo Sambi Lokonga 64 73 68 \n", "Amario Cozier-Duberry 28 28 24 \n", "Arthur Okonkwo 13 13 12 \n", "\n", " gk_diving gk_handling gk_kicking gk_positioning \\\n", "player \n", "Aaron Ramsdale 84 79 87 79 \n", "Ainsley Maitland-Niles 15 9 7 10 \n", "Albert-Mboyo Sambi Lokonga 14 7 6 13 \n", "Amario Cozier-Duberry 11 12 9 13 \n", "Arthur Okonkwo 64 65 63 67 \n", "\n", " gk_reflexes \n", "player \n", "Aaron Ramsdale 86 \n", "Ainsley Maitland-Niles 13 \n", "Albert-Mboyo Sambi Lokonga 9 \n", "Amario Cozier-Duberry 7 \n", "Arthur Okonkwo 66 " ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "player_ratings = sofifa.read_player_ratings(team=\"Arsenal\")\n", "player_ratings.head()" ] }, { "cell_type": "code", "execution_count": 7, "id": "b3a62608-13ba-4cd7-bb45-b0afd19d8916", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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teamleaguefifa_editionupdate
team_id
10Manchester CityENG-Premier LeagueFIFA 23May 26, 2023
9LiverpoolENG-Premier LeagueFIFA 23May 26, 2023
1ArsenalENG-Premier LeagueFIFA 23May 26, 2023
5ChelseaENG-Premier LeagueFIFA 23May 26, 2023
11Manchester UnitedENG-Premier LeagueFIFA 23May 26, 2023
18Tottenham HotspurENG-Premier LeagueFIFA 23May 26, 2023
13Newcastle UnitedENG-Premier LeagueFIFA 23May 26, 2023
2Aston VillaENG-Premier LeagueFIFA 23May 26, 2023
19West Ham UnitedENG-Premier LeagueFIFA 23May 26, 2023
95Leicester CityENG-Premier LeagueFIFA 23May 26, 2023
110Wolverhampton WanderersENG-Premier LeagueFIFA 23May 26, 2023
14Nottingham ForestENG-Premier LeagueFIFA 23May 26, 2023
1808Brighton & Hove AlbionENG-Premier LeagueFIFA 23May 26, 2023
7EvertonENG-Premier LeagueFIFA 23May 26, 2023
1799Crystal PalaceENG-Premier LeagueFIFA 23May 26, 2023
144FulhamENG-Premier LeagueFIFA 23May 26, 2023
8Leeds UnitedENG-Premier LeagueFIFA 23May 26, 2023
17SouthamptonENG-Premier LeagueFIFA 23May 26, 2023
1925BrentfordENG-Premier LeagueFIFA 23May 26, 2023
1943AFC BournemouthENG-Premier LeagueFIFA 23May 26, 2023
\n", "
" ], "text/plain": [ " team league fifa_edition \\\n", "team_id \n", "10 Manchester City ENG-Premier League FIFA 23 \n", "9 Liverpool ENG-Premier League FIFA 23 \n", "1 Arsenal ENG-Premier League FIFA 23 \n", "5 Chelsea ENG-Premier League FIFA 23 \n", "11 Manchester United ENG-Premier League FIFA 23 \n", "18 Tottenham Hotspur ENG-Premier League FIFA 23 \n", "13 Newcastle United ENG-Premier League FIFA 23 \n", "2 Aston Villa ENG-Premier League FIFA 23 \n", "19 West Ham United ENG-Premier League FIFA 23 \n", "95 Leicester City ENG-Premier League FIFA 23 \n", "110 Wolverhampton Wanderers ENG-Premier League FIFA 23 \n", "14 Nottingham Forest ENG-Premier League FIFA 23 \n", "1808 Brighton & Hove Albion ENG-Premier League FIFA 23 \n", "7 Everton ENG-Premier League FIFA 23 \n", "1799 Crystal Palace ENG-Premier League FIFA 23 \n", "144 Fulham ENG-Premier League FIFA 23 \n", "8 Leeds United ENG-Premier League FIFA 23 \n", "17 Southampton ENG-Premier League FIFA 23 \n", "1925 Brentford ENG-Premier League FIFA 23 \n", "1943 AFC Bournemouth ENG-Premier League FIFA 23 \n", "\n", " update \n", "team_id \n", "10 May 26, 2023 \n", "9 May 26, 2023 \n", "1 May 26, 2023 \n", "5 May 26, 2023 \n", "11 May 26, 2023 \n", "18 May 26, 2023 \n", "13 May 26, 2023 \n", "2 May 26, 2023 \n", "19 May 26, 2023 \n", "95 May 26, 2023 \n", "110 May 26, 2023 \n", "14 May 26, 2023 \n", "1808 May 26, 2023 \n", "7 May 26, 2023 \n", "1799 May 26, 2023 \n", "144 May 26, 2023 \n", "8 May 26, 2023 \n", "17 May 26, 2023 \n", "1925 May 26, 2023 \n", "1943 May 26, 2023 " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sofifa.read_teams()" ] }, { "cell_type": "code", "execution_count": 8, "id": "7ff58ffe-3e99-485e-af9e-1a84f839ada0", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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playerteamleaguefifa_editionupdate
player_id
233934Aaron RamsdaleArsenalENG-Premier LeagueFIFA 23May 26, 2023
231936Benjamin WhiteArsenalENG-Premier LeagueFIFA 23May 26, 2023
243715William SalibaArsenalENG-Premier LeagueFIFA 23May 26, 2023
232580Gabriel dos S. MagalhãesArsenalENG-Premier LeagueFIFA 23May 26, 2023
227813Oleksandr ZinchenkoArsenalENG-Premier LeagueFIFA 23May 26, 2023
205498Luiz Frello Filho JorgeArsenalENG-Premier LeagueFIFA 23May 26, 2023
222665Martin ØdegaardArsenalENG-Premier LeagueFIFA 23May 26, 2023
199503Granit XhakaArsenalENG-Premier LeagueFIFA 23May 26, 2023
246669Bukayo SakaArsenalENG-Premier LeagueFIFA 23May 26, 2023
230666Gabriel Fernando de JesusArsenalENG-Premier LeagueFIFA 23May 26, 2023
251566Gabriel Teodoro Martinelli SilvaArsenalENG-Premier LeagueFIFA 23May 26, 2023
207421Leandro TrossardArsenalENG-Premier LeagueFIFA 23May 26, 2023
236988Eddie NketiahArsenalENG-Premier LeagueFIFA 23May 26, 2023
209989Thomas ParteyArsenalENG-Premier LeagueFIFA 23May 26, 2023
256958Fábio Daniel Ferreira VieiraArsenalENG-Premier LeagueFIFA 23May 26, 2023
226491Kieran TierneyArsenalENG-Premier LeagueFIFA 23May 26, 2023
265693Jakub KiwiorArsenalENG-Premier LeagueFIFA 23May 26, 2023
233267Matt TurnerArsenalENG-Premier LeagueFIFA 23May 26, 2023
228295Rob HoldingArsenalENG-Premier LeagueFIFA 23May 26, 2023
240273Emile Smith RoweArsenalENG-Premier LeagueFIFA 23May 26, 2023
231448Reiss NelsonArsenalENG-Premier LeagueFIFA 23May 26, 2023
211454Mohamed ElnenyArsenalENG-Premier LeagueFIFA 23May 26, 2023
232938Takehiro TomiyasuArsenalENG-Premier LeagueFIFA 23May 26, 2023
247731Matthew SmithArsenalENG-Premier LeagueFIFA 23May 26, 2023
248732Karl HeinArsenalENG-Premier LeagueFIFA 23May 26, 2023
259403Joel IdehoArsenalENG-Premier LeagueFIFA 23May 26, 2023
260141Cătălin CîrjanArsenalENG-Premier LeagueFIFA 23May 26, 2023
259095George LewisArsenalENG-Premier LeagueFIFA 23May 26, 2023
271743Amario Cozier-DuberryArsenalENG-Premier LeagueFIFA 23May 26, 2023
271808Lino SousaArsenalENG-Premier LeagueFIFA 23May 26, 2023
259097Salah-Eddine Oulad M'HandArsenalENG-Premier LeagueFIFA 23May 26, 2023
274387Reuell WaltersArsenalENG-Premier LeagueFIFA 23May 26, 2023
270390Marcus Vincius Oliveira AlencarArsenalENG-Premier LeagueFIFA 23May 26, 2023
260653Brooke Norton-CuffyArsenalENG-Premier LeagueFIFA 23May 26, 2023
260144Charlie PatinoArsenalENG-Premier LeagueFIFA 23May 26, 2023
251530Nuno Albertino Varela TavaresArsenalENG-Premier LeagueFIFA 23May 26, 2023
247463Folarin BalogunArsenalENG-Premier LeagueFIFA 23May 26, 2023
246671Arthur OkonkwoArsenalENG-Premier LeagueFIFA 23May 26, 2023
241928Albert Sambi LokongaArsenalENG-Premier LeagueFIFA 23May 26, 2023
235755Auston TrustyArsenalENG-Premier LeagueFIFA 23May 26, 2023
226110Nicolas PépéArsenalENG-Premier LeagueFIFA 23May 26, 2023
225782Ainsley Maitland-NilesArsenalENG-Premier LeagueFIFA 23May 26, 2023
222562Rúnar Alex RúnarssonArsenalENG-Premier LeagueFIFA 23May 26, 2023
206654Pablo Marí VillarArsenalENG-Premier LeagueFIFA 23May 26, 2023
201118Cédric Ricardo Alves SoaresArsenalENG-Premier LeagueFIFA 23May 26, 2023
\n", "
" ], "text/plain": [ " player team league \\\n", "player_id \n", "233934 Aaron Ramsdale Arsenal ENG-Premier League \n", "231936 Benjamin White Arsenal ENG-Premier League \n", "243715 William Saliba Arsenal ENG-Premier League \n", "232580 Gabriel dos S. Magalhães Arsenal ENG-Premier League \n", "227813 Oleksandr Zinchenko Arsenal ENG-Premier League \n", "205498 Luiz Frello Filho Jorge Arsenal ENG-Premier League \n", "222665 Martin Ødegaard Arsenal ENG-Premier League \n", "199503 Granit Xhaka Arsenal ENG-Premier League \n", "246669 Bukayo Saka Arsenal ENG-Premier League \n", "230666 Gabriel Fernando de Jesus Arsenal ENG-Premier League \n", "251566 Gabriel Teodoro Martinelli Silva Arsenal ENG-Premier League \n", "207421 Leandro Trossard Arsenal ENG-Premier League \n", "236988 Eddie Nketiah Arsenal ENG-Premier League \n", "209989 Thomas Partey Arsenal ENG-Premier League \n", "256958 Fábio Daniel Ferreira Vieira Arsenal ENG-Premier League \n", "226491 Kieran Tierney Arsenal ENG-Premier League \n", "265693 Jakub Kiwior Arsenal ENG-Premier League \n", "233267 Matt Turner Arsenal ENG-Premier League \n", "228295 Rob Holding Arsenal ENG-Premier League \n", "240273 Emile Smith Rowe Arsenal ENG-Premier League \n", "231448 Reiss Nelson Arsenal ENG-Premier League \n", "211454 Mohamed Elneny Arsenal ENG-Premier League \n", "232938 Takehiro Tomiyasu Arsenal ENG-Premier League \n", "247731 Matthew Smith Arsenal ENG-Premier League \n", "248732 Karl Hein Arsenal ENG-Premier League \n", "259403 Joel Ideho Arsenal ENG-Premier League \n", "260141 Cătălin Cîrjan Arsenal ENG-Premier League \n", "259095 George Lewis Arsenal ENG-Premier League \n", "271743 Amario Cozier-Duberry Arsenal ENG-Premier League \n", "271808 Lino Sousa Arsenal ENG-Premier League \n", "259097 Salah-Eddine Oulad M'Hand Arsenal ENG-Premier League \n", "274387 Reuell Walters Arsenal ENG-Premier League \n", "270390 Marcus Vincius Oliveira Alencar Arsenal ENG-Premier League \n", "260653 Brooke Norton-Cuffy Arsenal ENG-Premier League \n", "260144 Charlie Patino Arsenal ENG-Premier League \n", "251530 Nuno Albertino Varela Tavares Arsenal ENG-Premier League \n", "247463 Folarin Balogun Arsenal ENG-Premier League \n", "246671 Arthur Okonkwo Arsenal ENG-Premier League \n", "241928 Albert Sambi Lokonga Arsenal ENG-Premier League \n", "235755 Auston Trusty Arsenal ENG-Premier League \n", "226110 Nicolas Pépé Arsenal ENG-Premier League \n", "225782 Ainsley Maitland-Niles Arsenal ENG-Premier League \n", "222562 Rúnar Alex Rúnarsson Arsenal ENG-Premier League \n", "206654 Pablo Marí Villar Arsenal ENG-Premier League \n", "201118 Cédric Ricardo Alves Soares Arsenal ENG-Premier League \n", "\n", " fifa_edition update \n", "player_id \n", "233934 FIFA 23 May 26, 2023 \n", "231936 FIFA 23 May 26, 2023 \n", "243715 FIFA 23 May 26, 2023 \n", "232580 FIFA 23 May 26, 2023 \n", "227813 FIFA 23 May 26, 2023 \n", "205498 FIFA 23 May 26, 2023 \n", "222665 FIFA 23 May 26, 2023 \n", "199503 FIFA 23 May 26, 2023 \n", "246669 FIFA 23 May 26, 2023 \n", "230666 FIFA 23 May 26, 2023 \n", "251566 FIFA 23 May 26, 2023 \n", "207421 FIFA 23 May 26, 2023 \n", "236988 FIFA 23 May 26, 2023 \n", "209989 FIFA 23 May 26, 2023 \n", "256958 FIFA 23 May 26, 2023 \n", "226491 FIFA 23 May 26, 2023 \n", "265693 FIFA 23 May 26, 2023 \n", "233267 FIFA 23 May 26, 2023 \n", "228295 FIFA 23 May 26, 2023 \n", "240273 FIFA 23 May 26, 2023 \n", "231448 FIFA 23 May 26, 2023 \n", "211454 FIFA 23 May 26, 2023 \n", "232938 FIFA 23 May 26, 2023 \n", "247731 FIFA 23 May 26, 2023 \n", "248732 FIFA 23 May 26, 2023 \n", "259403 FIFA 23 May 26, 2023 \n", "260141 FIFA 23 May 26, 2023 \n", "259095 FIFA 23 May 26, 2023 \n", "271743 FIFA 23 May 26, 2023 \n", "271808 FIFA 23 May 26, 2023 \n", "259097 FIFA 23 May 26, 2023 \n", "274387 FIFA 23 May 26, 2023 \n", "270390 FIFA 23 May 26, 2023 \n", "260653 FIFA 23 May 26, 2023 \n", "260144 FIFA 23 May 26, 2023 \n", "251530 FIFA 23 May 26, 2023 \n", "247463 FIFA 23 May 26, 2023 \n", "246671 FIFA 23 May 26, 2023 \n", "241928 FIFA 23 May 26, 2023 \n", "235755 FIFA 23 May 26, 2023 \n", "226110 FIFA 23 May 26, 2023 \n", "225782 FIFA 23 May 26, 2023 \n", "222562 FIFA 23 May 26, 2023 \n", "206654 FIFA 23 May 26, 2023 \n", "201118 FIFA 23 May 26, 2023 " ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sofifa.read_players(team=\"Arsenal\")" ] } ], "metadata": { "kernelspec": { "display_name": "/home/pieterr/Jupiter/Projects/soccerdata", "language": "python", "name": "soccerdata" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.1" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 5 }