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Added Dashboard and Fixed some eroor in Tier 1&2csv file #22

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Added Dashboard and Fixed some eroor in Tier 1&2csv file #22

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223 changes: 223 additions & 0 deletions Betterplayer.ipynb
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Original file line number Diff line number Diff line change
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{
"cells": [
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"ename": "NameError",
"evalue": "name 'total_kills' is not defined",
"output_type": "error",
"traceback": [
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[1;32mIn [4], line 106\u001b[0m\n\u001b[0;32m 87\u001b[0m kills_figure \u001b[39m=\u001b[39m {\n\u001b[0;32m 88\u001b[0m \u001b[39m'\u001b[39m\u001b[39mdata\u001b[39m\u001b[39m'\u001b[39m: [{\n\u001b[0;32m 89\u001b[0m \u001b[39m'\u001b[39m\u001b[39mtype\u001b[39m\u001b[39m'\u001b[39m: \u001b[39m'\u001b[39m\u001b[39mpie\u001b[39m\u001b[39m'\u001b[39m,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 96\u001b[0m \n\u001b[0;32m 97\u001b[0m }\n\u001b[0;32m 99\u001b[0m \u001b[39m# Define Pie chart\u001b[39;00m\n\u001b[0;32m 100\u001b[0m pie_chart \u001b[39m=\u001b[39m dcc\u001b[39m.\u001b[39mGraph(\n\u001b[0;32m 101\u001b[0m \u001b[39mid\u001b[39m\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mpie-chart\u001b[39m\u001b[39m'\u001b[39m,\n\u001b[0;32m 102\u001b[0m figure\u001b[39m=\u001b[39m{\n\u001b[0;32m 103\u001b[0m \u001b[39m'\u001b[39m\u001b[39mdata\u001b[39m\u001b[39m'\u001b[39m: [\n\u001b[0;32m 104\u001b[0m go\u001b[39m.\u001b[39mPie(\n\u001b[0;32m 105\u001b[0m labels\u001b[39m=\u001b[39m[\u001b[39m'\u001b[39m\u001b[39mKills\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mDeaths\u001b[39m\u001b[39m'\u001b[39m],\n\u001b[1;32m--> 106\u001b[0m values\u001b[39m=\u001b[39m[total_kills, total_deaths],\n\u001b[0;32m 107\u001b[0m hoverinfo\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mlabel+value+percent\u001b[39m\u001b[39m'\u001b[39m,\n\u001b[0;32m 108\u001b[0m textinfo\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mlabel+value\u001b[39m\u001b[39m'\u001b[39m,\n\u001b[0;32m 109\u001b[0m textfont\u001b[39m=\u001b[39m\u001b[39mdict\u001b[39m(size\u001b[39m=\u001b[39m\u001b[39m20\u001b[39m),\n\u001b[0;32m 110\u001b[0m marker\u001b[39m=\u001b[39m\u001b[39mdict\u001b[39m(colors\u001b[39m=\u001b[39m[\u001b[39m'\u001b[39m\u001b[39mrgb(0, 153, 51)\u001b[39m\u001b[39m'\u001b[39m, \u001b[39m'\u001b[39m\u001b[39mrgb(255, 0, 0)\u001b[39m\u001b[39m'\u001b[39m])\n\u001b[0;32m 111\u001b[0m )\n\u001b[0;32m 112\u001b[0m ],\n\u001b[0;32m 113\u001b[0m \u001b[39m'\u001b[39m\u001b[39mlayout\u001b[39m\u001b[39m'\u001b[39m: {\n\u001b[0;32m 114\u001b[0m \u001b[39m'\u001b[39m\u001b[39mtitle\u001b[39m\u001b[39m'\u001b[39m: {\u001b[39m'\u001b[39m\u001b[39mtext\u001b[39m\u001b[39m'\u001b[39m: \u001b[39m'\u001b[39m\u001b[39mKills vs Deaths\u001b[39m\u001b[39m'\u001b[39m},\n\u001b[0;32m 115\u001b[0m \u001b[39m'\u001b[39m\u001b[39mshowlegend\u001b[39m\u001b[39m'\u001b[39m: \u001b[39mFalse\u001b[39;00m\n\u001b[0;32m 116\u001b[0m }\n\u001b[0;32m 117\u001b[0m }\n\u001b[0;32m 118\u001b[0m )\n\u001b[0;32m 119\u001b[0m \u001b[39m# Define Bar chart\u001b[39;00m\n\u001b[0;32m 120\u001b[0m bar_chart \u001b[39m=\u001b[39m dcc\u001b[39m.\u001b[39mGraph(\n\u001b[0;32m 121\u001b[0m \u001b[39mid\u001b[39m\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mbar-chart\u001b[39m\u001b[39m'\u001b[39m,\n\u001b[0;32m 122\u001b[0m figure\u001b[39m=\u001b[39m{\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 135\u001b[0m }\n\u001b[0;32m 136\u001b[0m )\n",
"\u001b[1;31mNameError\u001b[0m: name 'total_kills' is not defined"
]
}
],
"source": [
"import plotly.express as px\n",
"import dash\n",
"import dash_core_components as dcc\n",
"import dash_html_components as html\n",
"import pandas as pd\n",
"import plotly.graph_objects as go\n",
"\n",
"# Load the data into a Pandas dataframe\n",
"df = pd.read_csv('Datasets\\Tier1&2.csv')\n",
"\n",
"# Define the Dash app\n",
"app = dash.Dash(__name__)\n",
"\n",
"# Define layout\n",
"app.layout = html.Div([\n",
" html.H1(\"Player Stats Dashboard\"),\n",
" dcc.Dropdown(\n",
" id='player-dropdown',\n",
" options=[\n",
" {'label': 'Player 1', 'value': 'player1'},\n",
" {'label': 'Player 2', 'value': 'player2'}\n",
" ],\n",
" value='player1'\n",
" ),\n",
" html.Div([\n",
" dcc.Graph(\n",
" id='kills-indicator',\n",
" figure={\n",
" 'data': [{\n",
" 'type': 'pie',\n",
" 'hole': 0.4,\n",
" 'values': [100],\n",
" 'textinfo': 'none',\n",
" 'marker': {'colors': ['#636efa']}\n",
" }],\n",
" 'layout': {\n",
" 'title': {'text': 'Total Kills'},\n",
" 'annotations': [{\n",
" 'font': {'size': 30},\n",
" 'showarrow': False,\n",
" 'text': '250',\n",
" 'x': 0.5,\n",
" 'y': 0.5\n",
" }]\n",
" }\n",
" }\n",
" ),\n",
" dcc.Graph(\n",
" id='kd-ratio-indicator',\n",
" figure={\n",
" 'data': [{\n",
" 'type': 'pie',\n",
" 'hole': 0.4,\n",
" 'values': [100],\n",
" 'textinfo': 'none',\n",
" 'marker': {'colors': ['#ef553b']}\n",
" }],\n",
" 'layout': {\n",
" 'title': {'text': 'K/D Ratio'},\n",
" 'annotations': [{\n",
" 'font': {'size': 30},\n",
" 'showarrow': False,\n",
" 'text': '1.2',\n",
" 'x': 0.5,\n",
" 'y': 0.5\n",
" }]\n",
" }\n",
" }\n",
" )\n",
" ], style={'display': 'flex', 'justify-content': 'space-evenly'})\n",
"])\n",
"\n",
"\n",
"@app.callback(\n",
" [dash.dependencies.Output('kills-indicator', 'figure'),\n",
" dash.dependencies.Output('kd-ratio-indicator', 'figure')],\n",
" [dash.dependencies.Input('player-dropdown', 'value')]\n",
")\n",
"def update_indicators(player):\n",
" if player == 'player1':\n",
" kills = 250\n",
" kd_ratio = 1.2\n",
" else:\n",
" kills = 300\n",
" kd_ratio = 1.3\n",
" \n",
" kills_figure = {\n",
" 'data': [{\n",
" 'type': 'pie',\n",
" 'hole': 0.4,\n",
" 'values': [kills],\n",
" 'textinfo': 'none',\n",
" 'marker': {'colors': ['#636efa']}\n",
" }],\n",
" \n",
" \n",
" }\n",
"\n",
" # Define Pie chart\n",
"pie_chart = dcc.Graph(\n",
" id='pie-chart',\n",
" figure={\n",
" 'data': [\n",
" go.Pie(\n",
" labels=['Kills', 'Deaths'],\n",
" values=[total_kills, total_deaths],\n",
" hoverinfo='label+value+percent',\n",
" textinfo='label+value',\n",
" textfont=dict(size=20),\n",
" marker=dict(colors=['rgb(0, 153, 51)', 'rgb(255, 0, 0)'])\n",
" )\n",
" ],\n",
" 'layout': {\n",
" 'title': {'text': 'Kills vs Deaths'},\n",
" 'showlegend': False\n",
" }\n",
" }\n",
")\n",
"# Define Bar chart\n",
"bar_chart = dcc.Graph(\n",
" id='bar-chart',\n",
" figure={\n",
" 'data': [\n",
" go.Bar(\n",
" x=['Player 1', 'Player 2'],\n",
" y=[player1_kd_ratio, player2_kd_ratio],\n",
" marker=dict(color=['rgb(0, 153, 51)', 'rgb(255, 0, 0)'])\n",
" )\n",
" ],\n",
" 'layout': {\n",
" 'title': {'text': 'K/D Ratio'},\n",
" 'yaxis': {'title': 'K/D Ratio'},\n",
" 'showlegend': False\n",
" }\n",
" }\n",
")\n",
"\n",
"# Define Line chart\n",
"line_chart = dcc.Graph(\n",
" id='line-chart',\n",
" figure={\n",
" 'data': [\n",
" go.Scatter(\n",
" x=player1_age_rating['Age'],\n",
" y=player1_age_rating['Rating'],\n",
" mode='lines',\n",
" name='Player 1',\n",
" line=dict(color='rgb(0, 153, 51)')\n",
" ),\n",
" go.Scatter(\n",
" x=player2_age_rating['Age'],\n",
" y=player2_age_rating['Rating'],\n",
" mode='lines',\n",
" name='Player 2',\n",
" line=dict(color='rgb(255, 0, 0)')\n",
" )\n",
" ],\n",
" 'layout': {\n",
" 'title': {'text': 'Rating over Time'},\n",
" 'xaxis': {'title': 'Age'},\n",
" 'yaxis': {'title': 'Rating'},\n",
" 'showlegend': True\n",
" }\n",
" }\n",
")\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.0"
},
"orig_nbformat": 4,
"vscode": {
"interpreter": {
"hash": "369f2c481f4da34e4445cda3fffd2e751bd1c4d706f27375911949ba6bb62e1c"
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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