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Pj-Bundesliga.py
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Pj-Bundesliga.py
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import streamlit as st
import pandas as pd
import plotly.express as px
import plotly.graph_objects as go
import numpy as np
import folium
from streamlit_folium import folium_static
import matplotlib.pyplot as plt
import ipywidgets as widgets
from IPython.display import display
st.set_page_config(page_title="Bundesliga Analysis", page_icon=":soccer:", layout="wide")
df = pd.read_csv('data/Bundesliga.csv')
st.title("Bundesliga Data Analysis")
st.sidebar.header("Theme Selection")
theme = st.sidebar.selectbox("Choose a theme", ["plotly_white", "plotly_dark",
"ggplot2", "seaborn"])
st.sidebar.header("Filters")
season = st.sidebar.selectbox("Choose a season", df["Season"].unique())
club = st.sidebar.multiselect("Choose two club", df.query("Season == @season")["Club"].unique()[:2])
if len(clubs) == 2:
club1, club2 = clubs
st.header("Season Comparison")
season_df = df[df["Season"] == season]
club1_stats = df[(df["Club"] == club1) & (df["Season"] == season)][["Win", "Draw", "Loss"]].values.flatten()
club2_stats = df[(df["Club"] == club2) & (df["Season"] == season)][["Win", "Draw", "Loss"]].values.flatten()
fig1 = go.Figure()
fig1.add_trace(go.Scatterpolar(r=club1_stats, theta=["Wins", "Draws", "Losses"], fill="toself", name=club1))
fig1.add_trace(go.Scatterpolar(r=club2_stats, theta=["Wins", "Draws", "Losses"], fill="toself", name=club2))
fig1.update_layout(polar=dict(radialaxis=dict(visible=True)), showlegend=True, template=theme)
st.plotly_chart(fig1)
st.header("Points, Goals For and Against Comparison")
club1_stats = df[(df["Club"] == club1) & (df["Season"] == season)][["Points", "GF", "GC"]].values.flatten()
club2_stats = df[(df["Club"] == club2) & (df["Season"] == season)][["Points", "GF", "GC"]].values.flatten()
fig2 = go.Figure()
fig2.add_trace(go.Scatterpolar(r=club1_stats, theta=["Points", "Goals For", "Goals Against"], fill="toself", name=club1))
fig2.add_trace(go.Scatterpolar(r=club2_stats, theta=["Points", "Goals For", "Goals Against"], fill="toself", name=club2))
fig2.update_layout(polar=dict(radialaxis=dict(visible=True)), showlegend=True, template=theme)
st.plotly_chart(fig2)
else:
st.warning("Please select exactly two clubs to compare.")