{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "name": "Table_viz.ipynb", "provenance": [], "collapsed_sections": [] }, "kernelspec": { "name": "python3", "display_name": "Python 3" } }, "cells": [ { "cell_type": "code", "metadata": { "colab": { "resources": { "http://localhost:8080/nbextensions/google.colab/files.js": { "data": 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"ok": true, "headers": [ [ "content-type", "application/javascript" ] ], "status": 200, "status_text": "" } }, "base_uri": "https://localhost:8080/", "height": 75 }, "id": "LrZaj7P-l6yE", "outputId": "bb0b0644-ec23-4bd6-a40a-897f7482685d" }, "source": [ "from google.colab import files\n", "uploaded = files.upload()" ], "execution_count": 1, "outputs": [ { "output_type": "display_data", "data": { "text/html": [ "\n", " \n", " \n", " Upload widget is only available when the cell has been executed in the\n", " current browser session. Please rerun this cell to enable.\n", " \n", " " ], "text/plain": [ "" ] }, "metadata": { "tags": [] } }, { "output_type": "stream", "text": [ "Saving serie_a_fixtures.csv to serie_a_fixtures (3).csv\n" ], "name": "stdout" } ] }, { "cell_type": "code", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "YlV5QZGFxgw6", "outputId": "ebe159d6-d5a4-4782-bcfc-9dbc09e7ec68" }, "source": [ "from google.colab import drive\n", "drive.mount('/content/drive')" ], "execution_count": 2, "outputs": [ { "output_type": "stream", "text": [ "Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n" ], "name": "stdout" } ] }, { "cell_type": "code", "metadata": { "id": "gBNijUfBmJdJ" }, "source": [ "import pandas as pd\n", "import numpy as np\n", "import io\n", "df2 = pd.read_csv(io.BytesIO(uploaded['serie_a_fixtures.csv']))\n", "import warnings\n", "warnings.filterwarnings(\"ignore\")" ], "execution_count": 3, "outputs": [] }, { "cell_type": "code", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 296 }, "id": "ffb92B0fmV1C", "outputId": "56ce9058-f0df-42e1-811b-811b4c37b007" }, "source": [ "df2.head()" ], "execution_count": 4, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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WkDayDateTimeHomexGScorexG.1AwayAttendanceVenueRefereeMatch ReportNotes
01.0Sat2020-09-1918:00 (21:30)Fiorentina1.91–00.6TorinoNaNStadio Artemio FranchiRosario AbissoMatch ReportNaN
11.0Sat2020-09-1920:45 (00:15)Hellas Verona1.33–01.7RomaNaNStadio Marc'Antonio BentegodiDaniele ChiffiMatch ReportMatch awarded to Hellas Verona
21.0Sun2020-09-2012:30 (16:00)Parma0.20–21.6Napoli1000.0Stadio Ennio TardiniMaurizio MarianiMatch ReportNaN
31.0Sun2020-09-2015:00 (18:30)Genoa2.04–11.2CrotoneNaNStadio Comunale Luigi FerrarisGiovanni AyroldiMatch ReportNaN
41.0Sun2020-09-2018:00 (21:30)Sassuolo2.31–11.0Cagliari850.0Stadio Città del TricoloreLivio MarinelliMatch ReportNaN
\n", "
" ], "text/plain": [ " Wk Day ... Match Report Notes\n", "0 1.0 Sat ... Match Report NaN\n", "1 1.0 Sat ... Match Report Match awarded to Hellas Verona\n", "2 1.0 Sun ... Match Report NaN\n", "3 1.0 Sun ... Match Report NaN\n", "4 1.0 Sun ... Match Report NaN\n", "\n", "[5 rows x 14 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 4 } ] }, { "cell_type": "code", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 343 }, "id": "Ss7OxPdLmaw4", "outputId": "cb0adc3f-f348-46cc-d3f8-d1a54076f00f" }, "source": [ "df = df2[['Wk', 'Home', 'Away', 'Score']]\n", "df['Score'] = df['Score'].astype('str')\n", "df.dropna(inplace=True)\n", "df.head(10)" ], "execution_count": 5, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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WkHomeAwayScore
01.0FiorentinaTorino1–0
11.0Hellas VeronaRoma3–0
21.0ParmaNapoli0–2
31.0GenoaCrotone4–1
41.0SassuoloCagliari1–1
51.0JuventusSampdoria3–0
61.0MilanBologna2–0
82.0TorinoAtalanta2–4
92.0CagliariLazio0–2
102.0SampdoriaBenevento2–3
\n", "
" ], "text/plain": [ " Wk Home Away Score\n", "0 1.0 Fiorentina Torino 1–0\n", "1 1.0 Hellas Verona Roma 3–0\n", "2 1.0 Parma Napoli 0–2\n", "3 1.0 Genoa Crotone 4–1\n", "4 1.0 Sassuolo Cagliari 1–1\n", "5 1.0 Juventus Sampdoria 3–0\n", "6 1.0 Milan Bologna 2–0\n", "8 2.0 Torino Atalanta 2–4\n", "9 2.0 Cagliari Lazio 0–2\n", "10 2.0 Sampdoria Benevento 2–3" ] }, "metadata": { "tags": [] }, "execution_count": 5 } ] }, { "cell_type": "code", "metadata": { "id": "UbBK2S9xnGhU" }, "source": [ "teams = df.Home.unique()\n", "teams = teams.tolist()" ], "execution_count": 6, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "9C6i_MIXnuD7" }, "source": [ "week1 = df[df['Wk'] == 1.0]" ], "execution_count": 7, "outputs": [] }, { "cell_type": "code", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 343 }, "id": "PdCRxuQRokHM", "outputId": "592490e4-268c-4b9c-c638-08871c7283e8" }, "source": [ "week1" ], "execution_count": 8, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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WkHomeAwayScore
01.0FiorentinaTorino1–0
11.0Hellas VeronaRoma3–0
21.0ParmaNapoli0–2
31.0GenoaCrotone4–1
41.0SassuoloCagliari1–1
51.0JuventusSampdoria3–0
61.0MilanBologna2–0
191.0UdineseSpezia0–2
201.0BeneventoInter2–5
211.0LazioAtalanta1–4
\n", "
" ], "text/plain": [ " Wk Home Away Score\n", "0 1.0 Fiorentina Torino 1–0\n", "1 1.0 Hellas Verona Roma 3–0\n", "2 1.0 Parma Napoli 0–2\n", "3 1.0 Genoa Crotone 4–1\n", "4 1.0 Sassuolo Cagliari 1–1\n", "5 1.0 Juventus Sampdoria 3–0\n", "6 1.0 Milan Bologna 2–0\n", "19 1.0 Udinese Spezia 0–2\n", "20 1.0 Benevento Inter 2–5\n", "21 1.0 Lazio Atalanta 1–4" ] }, "metadata": { "tags": [] }, "execution_count": 8 } ] }, { "cell_type": "code", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 639 }, "id": "k4pppcocvRm9", "outputId": "38b74139-fa69-46d0-f07a-9012a87c142a" }, "source": [ "table = pd.DataFrame(teams, columns = ['Teams'])\n", "# table = table.drop(labels=['NaN'], axis=0)\n", "# table['Team'] = pd.Series(teams)\n", "table['Points'] = np.zeros(20)\n", "table" ], "execution_count": 9, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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TeamsPoints
0Fiorentina0.0
1Hellas Verona0.0
2Parma0.0
3Genoa0.0
4Sassuolo0.0
5Juventus0.0
6Milan0.0
7Torino0.0
8Cagliari0.0
9Sampdoria0.0
10Inter0.0
11Spezia0.0
12Napoli0.0
13Crotone0.0
14Roma0.0
15Bologna0.0
16Udinese0.0
17Benevento0.0
18Lazio0.0
19Atalanta0.0
\n", "
" ], "text/plain": [ " Teams Points\n", "0 Fiorentina 0.0\n", "1 Hellas Verona 0.0\n", "2 Parma 0.0\n", "3 Genoa 0.0\n", "4 Sassuolo 0.0\n", "5 Juventus 0.0\n", "6 Milan 0.0\n", "7 Torino 0.0\n", "8 Cagliari 0.0\n", "9 Sampdoria 0.0\n", "10 Inter 0.0\n", "11 Spezia 0.0\n", "12 Napoli 0.0\n", "13 Crotone 0.0\n", "14 Roma 0.0\n", "15 Bologna 0.0\n", "16 Udinese 0.0\n", "17 Benevento 0.0\n", "18 Lazio 0.0\n", "19 Atalanta 0.0" ] }, "metadata": { "tags": [] }, "execution_count": 9 } ] }, { "cell_type": "code", "metadata": { "id": "3Z_a9w69ok7o" }, "source": [ "import numpy as np\n", "def create_results(fixtures):\n", " helper = fixtures\n", " helper['Home goals'] = np.nan\n", " helper['Away goals'] = np.nan\n", " helper['Result'] = ''\n", " for index, row in helper.iterrows():\n", " score = helper.loc[index, 'Score']\n", " helper.loc[index, 'Home goals'] = score[0]\n", " helper.loc[index, 'Away goals'] = score[2]\n", " if helper.loc[index, 'Home goals'] > helper.loc[index, 'Away goals']:\n", " helper.loc[index, 'Result'] = 'Home'\n", " elif helper.loc[index, 'Home goals'] < helper.loc[index, 'Away goals']: \n", " helper.loc[index, 'Result'] = 'Away'\n", " else:\n", " helper.loc[index, 'Result'] = 'Draw'\n", " # print(helper)\n", " return helper\n", "\n", "def create_table(fixtures, table):\n", " results = create_results(fixtures)\n", " for index, row in results.iterrows():\n", " if row['Result'] == 'Draw':\n", " table.loc[table['Teams']==row['Home'], 'Points'] += 1\n", " table.loc[table['Teams']==row['Away'], 'Points'] += 1\n", " continue\n", " if row['Result'] == 'Home':\n", " winner = row['Home']\n", " elif row['Result'] == 'Away':\n", " winner = row['Away']\n", " table.loc[table['Teams']==winner, 'Points'] += 3\n", " table = table.sort_values(by=['Points'], ascending=False)\n", " # print(table)\n", " return table" ], "execution_count": 10, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "Hkaa5A-fpZz8" }, "source": [ "# gw_table = table\n", "\n", "# for i in range(1, 18):\n", "# gameweek = df[df['Wk'] == i]\n", "# gw_table = create_table(gameweek, gw_table)\n", "# print(gw_table)\n", "\n", "# week17 = df[df['Wk'] == 18]\n", "# week17" ], "execution_count": 11, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "zh2IxegVpbqf" }, "source": [ "" ], "execution_count": 11, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "N4AqcohXqCCy" }, "source": [ "# week2 = df[df['Wk'] == 2]" ], "execution_count": 12, "outputs": [] }, { "cell_type": "code", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 760 }, "id": "8IhJJpxe6Ia6", "outputId": "52726c2a-24f5-4cbe-a448-d14ba345501d" }, "source": [ "gw_table = table\n", "data = pd.DataFrame()\n", "data['0'] = sorted(teams)\n", "for i in range(1, 18):\n", " gameweek = df[df['Wk'] == i]\n", " gw_table = create_table(gameweek, gw_table)\n", " data[f'{int(i)}'] = gw_table['Teams'].tolist()\n", "data" ], "execution_count": 13, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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01234567891011121314151617
0AtalantaFiorentinaMilanMilanMilanMilanMilanMilanMilanMilanMilanMilanMilanMilanMilanMilanMilanMilan
1BeneventoMilanNapoliAtalantaSassuoloNapoliSassuoloNapoliSassuoloNapoliNapoliNapoliInterInterInterInterInterInter
2BolognaNapoliHellas VeronaInterNapoliSassuoloNapoliSassuoloRomaSassuoloInterInterNapoliNapoliRomaRomaRomaRoma
3CagliariSpeziaInterSassuoloAtalantaInterAtalantaRomaNapoliInterSassuoloSassuoloRomaJuventusNapoliNapoliJuventusJuventus
4CrotoneHellas VeronaAtalantaNapoliInterAtalantaInterAtalantaInterRomaRomaRomaSassuoloRomaSassuoloJuventusNapoliNapoli
5FiorentinaInterSassuoloHellas VeronaHellas VeronaSampdoriaHellas VeronaInterAtalantaJuventusJuventusJuventusJuventusSassuoloJuventusSassuoloSassuoloAtalanta
6GenoaJuventusJuventusBeneventoRomaHellas VeronaRomaHellas VeronaJuventusHellas VeronaLazioHellas VeronaHellas VeronaAtalantaAtalantaAtalantaAtalantaSassuolo
7Hellas VeronaGenoaBeneventoJuventusBeneventoRomaJuventusJuventusLazioAtalantaHellas VeronaAtalantaAtalantaLazioLazioHellas VeronaLazioLazio
8InterAtalantaBolognaRomaJuventusFiorentinaLazioLazioHellas VeronaLazioAtalantaLazioLazioHellas VeronaHellas VeronaLazioHellas VeronaHellas Verona
9JuventusCagliariFiorentinaLazioSampdoriaCagliariSampdoriaCagliariSampdoriaBolognaCagliariUdineseUdineseSampdoriaBeneventoBeneventoBeneventoBenevento
10LazioSassuoloGenoaParmaLazioLazioCagliariSampdoriaCagliariCagliariBolognaBolognaSampdoriaUdineseSampdoriaSampdoriaSampdoriaSampdoria
11MilanTorinoSpeziaSampdoriaCagliariJuventusFiorentinaFiorentinaSpeziaSampdoriaSampdoriaCagliariBolognaBeneventoUdineseUdineseUdineseFiorentina
12NapoliSampdoriaLazioTorinoGenoaBeneventoBeneventoSpeziaBeneventoSpeziaBeneventoSampdoriaCagliariBolognaBolognaBolognaBolognaUdinese
13ParmaParmaCagliariGenoaSpeziaSpeziaBolognaBeneventoBolognaBeneventoUdineseBeneventoBeneventoCagliariCagliariFiorentinaFiorentinaBologna
14RomaCrotoneRomaSpeziaFiorentinaGenoaSpeziaBolognaFiorentinaUdineseSpeziaParmaParmaParmaFiorentinaCagliariCagliariSpezia
15SampdoriaRomaTorinoFiorentinaBolognaParmaGenoaParmaUdineseParmaParmaSpeziaSpeziaSpeziaParmaParmaSpeziaCagliari
16SassuoloBolognaSampdoriaBolognaParmaTorinoParmaGenoaParmaFiorentinaFiorentinaFiorentinaFiorentinaFiorentinaSpeziaSpeziaParmaGenoa
17SpeziaUdineseParmaCagliariTorinoBolognaTorinoTorinoGenoaTorinoTorinoTorinoGenoaGenoaGenoaGenoaTorinoParma
18TorinoBeneventoCrotoneCrotoneUdineseUdineseUdineseUdineseTorinoGenoaGenoaGenoaTorinoTorinoCrotoneTorinoGenoaTorino
19UdineseLazioUdineseUdineseCrotoneCrotoneCrotoneCrotoneCrotoneCrotoneCrotoneCrotoneCrotoneCrotoneTorinoCrotoneCrotoneCrotone
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" ], "text/plain": [ " 0 1 ... 16 17\n", "0 Atalanta Fiorentina ... Milan Milan\n", "1 Benevento Milan ... Inter Inter\n", "2 Bologna Napoli ... Roma Roma\n", "3 Cagliari Spezia ... Juventus Juventus\n", "4 Crotone Hellas Verona ... Napoli Napoli\n", "5 Fiorentina Inter ... Sassuolo Atalanta\n", "6 Genoa Juventus ... Atalanta Sassuolo\n", "7 Hellas Verona Genoa ... Lazio Lazio\n", "8 Inter Atalanta ... Hellas Verona Hellas Verona\n", "9 Juventus Cagliari ... Benevento Benevento\n", "10 Lazio Sassuolo ... Sampdoria Sampdoria\n", "11 Milan Torino ... Udinese Fiorentina\n", "12 Napoli Sampdoria ... Bologna Udinese\n", "13 Parma Parma ... Fiorentina Bologna\n", "14 Roma Crotone ... Cagliari Spezia\n", "15 Sampdoria Roma ... Spezia Cagliari\n", "16 Sassuolo Bologna ... Parma Genoa\n", "17 Spezia Udinese ... Torino Parma\n", "18 Torino Benevento ... Genoa Torino\n", "19 Udinese Lazio ... Crotone Crotone\n", "\n", "[20 rows x 18 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 13 } ] }, { "cell_type": "code", "metadata": { "id": "lUBWyKy66J1O" }, "source": [ "from glob import glob\n", "import numpy as np\n", "\n", "import matplotlib.pyplot as plt\n", "import matplotlib.path as mpath\n", "import matplotlib.patches as mpatches\n", "import matplotlib.pyplot as plt\n", "from matplotlib.offsetbox import OffsetImage, AnnotationBbox\n", "from matplotlib import rc\n", "\n", "from typing import Tuple, Union" ], "execution_count": 14, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "nBrt3Ut27FCu" }, "source": [ "Path = mpath.Path\n", "\n", "def get_patch(p1: Tuple, p2: Tuple, color: Union[str, Tuple]):\n", " \"\"\" Returns a patch of bezier curve from one point to another\n", " We have 3 cases to consider depending on the x coordinate of the 2 points - p1, p2:\n", " 1. When next point (p2) > previous point (p1)\n", " 2. When p2 < p1\n", " 3. When p2 == p1\n", " \n", " Depending on the case, we draw a bezier curve from the coressponding control points and then return that patch\n", " \n", " Args: \n", " - p1, p2 (tuples): 2 tuples of x,y points \n", " - color (str/rgba tuple): color of line \n", " Returns:\n", " - patch (instance of mpl patch)\n", " \"\"\"\n", "\n", " x1, y1 = p1; x2, y2 = p2\n", " \n", " if y2 > y1:\n", " patch = mpatches.PathPatch(\n", " Path(\n", " [p1, (x1+(x2-x1)/2, y1), (x1+(x2-x1)/2, y1+(y2-y1)/2), (x1+(x2-x1)/2, y2), p2],\n", " [Path.MOVETO, Path.CURVE3, Path.CURVE3, Path.CURVE3, Path.CURVE3]),\n", " ec=color, fc='none', zorder=5)\n", " \n", " elif y2 < y1:\n", " patch = mpatches.PathPatch(\n", " Path([p1, (x1 + (x2-x1)/2, y1), (x1+(x2-x1)/2, y1+(y2-y1)/2), (x1 + (x2-x1)/2, y2), p2],\n", " [Path.MOVETO, Path.CURVE3, Path.CURVE3, Path.CURVE3, Path.CURVE3]),\n", " ec=color, fc='none', zorder=5)\n", " \n", " else:\n", " patch = mpatches.PathPatch(\n", " Path([p1, p2],\n", " [Path.MOVETO, Path.LINETO]), ec=color, fc='none', zorder=5)\n", "\n", " return patch\n", "\n", "def imscatter(x, y, image, ax=None, zoom=1):\n", " \"\"\" Function to plot the team crests (stackoverflow.com/questions/35651932/plotting-img-with-matplotlib/35651933)\"\"\"\n", " \n", " if ax is None:\n", " ax = plt.gca()\n", " try:\n", " image = plt.imread(image)\n", " except TypeError:\n", " pass\n", " im = OffsetImage(image, zoom=zoom)\n", " x, y = np.atleast_1d(x, y)\n", " artists = []\n", " for x0, y0 in zip(x, y):\n", " ab = AnnotationBbox(im, (x0, y0), xycoords='data', frameon=False)\n", " artists.append(ax.add_artist(ab))\n", " ax.update_datalim(np.column_stack([x, y]))\n", " ax.autoscale()\n", " return artists" ], "execution_count": 15, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "USeVt4V57YPd", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "291f2ef4-a937-47bf-9a46-eff43afb4c12" }, "source": [ "teams = data['0'].values\n", "print(teams)\n", "colors = ['#FF0000',\n", "'#85001B',\n", "'#0055A9',\n", "'#81001A',\n", "'#0000BE',\n", "'#1B458F',\n", "'#0078EF',\n", "'k',\n", "'#FFCD00',\n", "'#0023CB',\n", "'#DE0000',\n", "'#98C5E9',\n", "'#DA020E',\n", "'#241F20',\n", "'#EE2737',\n", "'#ED1A3B',\n", "'#001C58',\n", "'#122F67',\n", "'#60223B',\n", "'#FDB913']\n", "\n", "images = [\n", " '/content/drive/MyDrive/seria a images/Atalanta.png',\n", " '/content/drive/MyDrive/seria a images/Benevento.png',\n", " '/content/drive/MyDrive/seria a images/Bologna.png',\n", " '/content/drive/MyDrive/seria a images/Cagliary.png',\n", " '/content/drive/MyDrive/seria a images/Crotone.png',\n", " '/content/drive/MyDrive/seria a images/Fiorentina.png',\n", " '/content/drive/MyDrive/seria a images/Genoa.png',\n", " '/content/drive/MyDrive/seria a images/Verona.png',\n", " '/content/drive/MyDrive/seria a images/Inter.png',\n", " '/content/drive/MyDrive/seria a images/Juventus.png',\n", " '/content/drive/MyDrive/seria a images/Lazio.png',\n", " '/content/drive/MyDrive/seria a images/Milan.png',\n", " '/content/drive/MyDrive/seria a images/Napoli.png',\n", " '/content/drive/MyDrive/seria a images/Parma.png',\n", " '/content/drive/MyDrive/seria a images/Roma.png',\n", " '/content/drive/MyDrive/seria a images/Sampdoria.png',\n", " '/content/drive/MyDrive/seria a images/Sassuolo.png',\n", " '/content/drive/MyDrive/seria a images/Spezia.png',\n", " '/content/drive/MyDrive/seria a images/Torino.png',\n", " '/content/drive/MyDrive/seria a images/Udinese.png'\n", "]" ], "execution_count": 16, "outputs": [ { "output_type": "stream", "text": [ "['Atalanta' 'Benevento' 'Bologna' 'Cagliari' 'Crotone' 'Fiorentina'\n", " 'Genoa' 'Hellas Verona' 'Inter' 'Juventus' 'Lazio' 'Milan' 'Napoli'\n", " 'Parma' 'Roma' 'Sampdoria' 'Sassuolo' 'Spezia' 'Torino' 'Udinese']\n" ], "name": "stdout" } ] }, { "cell_type": "code", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 532 }, "id": "ktr92Dxuuy7e", "outputId": "5f639425-1721-4491-c364-119b4a58708e" }, "source": [ "rc('font',**{'family':'sans-serif','sans-serif':['Goldman Sans']}) \n", "\n", "fig, ax = plt.subplots(figsize=(12,8))\n", "\n", "for team_name, color, img_path in zip(teams, colors, images):\n", " indices = data[data == team_name].stack().index.tolist()\n", " coords = [(idx[1], idx[0]) for idx in indices]\n", " coords = [(int(coord[0]), coord[1]) for coord in coords]\n", " coords = sorted(coords, key=lambda x: x[0])\n", "\n", " ###\n", " for p1, p2 in zip(coords[:-1], coords[1:]):\n", " patch = get_patch(p1, p2, color)\n", " ax.add_patch(patch)\n", " \n", " imscatter(x=17.5, y=coords[-1][-1], image = img_path, ax=ax, zoom=0.5)\n", " \n", "ax.set_axis_off()\n", "ax.set(xlim=(-2,20), ylim=(-2,22))\n", "ax.title.set(text='Serie A 20/21: League Table', x=.5, y=0, ha='center', va='center', fontweight='light', fontsize=28)\n", "ax.text(8.5, 20.5, 'Gameweek', fontsize=12, va='center', ha='center')\n", "ax.text(-1, 10, 'Rank', rotation=90, fontsize=12, va='bottom', ha='center')\n", "[ax.text(i, 19.5, i, ha='center', va='center', size=7) for i in range(1, 18)]\n", "[ax.text(-0.5, i, i+1, ha='center', va='center', size=7) for i in range(20)] \n", "for i in range(18):\n", " for j in range(20):\n", " ax.scatter(i, j, fc='0.5', alpha=.3, zorder=1)\n", "ax.vlines(x=list(range(18)), ymin=0, ymax=19, fc='0.5', alpha=.3, zorder=1) \n", "ax.invert_yaxis()" ], "execution_count": 17, "outputs": [ { "output_type": "stream", "text": [ "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n" ], "name": "stderr" }, { "output_type": "display_data", "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "code", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 474 }, "id": "w5Usghequ3R9", "outputId": "302affaa-cf96-4ad2-e253-df71490b96ad" }, "source": [ "fig" ], "execution_count": 18, "outputs": [ { "output_type": "execute_result", "data": { "image/png": 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\n", 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