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import streamlit as st | |
import pandas as pd | |
import seaborn as sns | |
import matplotlib.pyplot as plt | |
import plotly.express as px | |
from PIL import Image | |
st.set_page_config( | |
page_title='FIFA 2022', | |
layout = 'wide', | |
initial_sidebar_state='expanded' | |
) | |
def run(): | |
# membuat title | |
st.title('FIFA 2022 Player Rating Prediction') | |
# membuat sub header | |
st.subheader ('EDA untuk Analisa Dataset FIFA 2022') | |
# Menambahkan Gambar | |
image = Image.open('soccer.jpg') | |
st.image(image,caption = 'FIFA 2022') | |
# Menambahkan Deskripsi | |
st.write('Page ini dibuat oleh') | |
st.write('# Halo') | |
# show dataframe | |
data = pd.read_csv('https://raw.githubusercontent.com/ardhiraka/FSDS_Guidelines/master/p1/v3/w1/P1W1D1PM%20-%20Machine%20Learning%20Problem%20Framing.csv') | |
st.dataframe(data) | |
# membuat barplot | |
st.write('#### Plot AttackingWorkRate') | |
fig =plt.figure(figsize=(15,5)) | |
sns.countplot(x='AttackingWorkRate',data=data) | |
st.pyplot(fig) | |
# Membuat histogram | |
st.write('### Histogram of Rating') | |
fig = plt.figure(figsize=(15,5)) | |
sns.histplot(data['Overall'],bins=30,kde=True) | |
st.pyplot(fig) | |
# Membuat Plotly Plot | |
st.write('#### PlotlyPlots - ValueEUR dengan Overall') | |
fig = px.scatter(data, x='ValueEUR', y='Overall',hover_data=['Name','Age']) | |
st.plotly_chart(fig) | |
# Membuat histogram berdasarkan input user | |
st.write('### Histogram berdasarkan input user') | |
pilihan = st.selectbox('Pilih column :',('Age','Weight','Height','ShootingTotal')) | |
fig = plt.figure(figsize=(15,5)) | |
sns.histplot(data[pilihan],bins=30,kde=True) | |
st.pyplot(fig) | |
if __name__ == '__main__': | |
run() |