Spaces:
Runtime error
Runtime error
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 | |
# untuk lebarkan layout setelah import | |
st.set_page_config( | |
page_title = 'Hearth Failure', | |
layout = 'wide', | |
initial_sidebar_state='expanded' | |
) | |
def run(): | |
# Membuat file | |
st.title( 'Death Prediction : Hearth Failure') | |
# Membuat sub header | |
st.subheader('EDA Hearth Failure') | |
# Menambahkan gambar | |
image = Image.open('hearth attack.jpg') | |
st.image(image, caption='Hearth Failure') | |
# Menambahkan deskripsi | |
st.write('Page ini merupakan hasil EDA dari dataset Hearth Failure') | |
# show data frame | |
df = pd.read_csv('https://raw.githubusercontent.com/mukhlishr/rasyidi/main/h8dsft_P1G3_mukhlish_rasyidi.csv') | |
st.dataframe(df) | |
# Membuat Barplot | |
st.write('###### Plot Death Event') | |
fig=plt.figure(figsize=(15,5)) | |
sns.countplot(x='DEATH_EVENT', data = df) | |
st.pyplot(fig) | |
# Membuat histogram | |
st.write('##### Histogram of Age') | |
fig = plt.figure(figsize=(15,5)) | |
sns.histplot(df['age'], bins=30, kde=True) | |
st.pyplot(fig) | |
if __name__ == '__main__': | |
run() |