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# import library
import streamlit as st
import pandas as pd
import numpy as np
from PIL import Image
def run():
# Set Title
st.title('Pneumonia X-Rays Visualization')
# memasukkan gambar
st.image ('https://static.vecteezy.com/system/resources/previews/005/259/113/non_2x/diagnosing-pneumonia-word-concepts-banner-blood-tests-infographics-with-linear-icons-on-turquoise-background-isolated-creative-typography-outline-color-illustration-with-text-vector.jpg')
# menampilkan EDA
st.markdown('## Exploratory Data Analysis (EDA)')
st.markdown ('---')
# EDA 1
st.markdown("<h3 style='text-align: center;'>Pneunomia X-Rays</h3>", unsafe_allow_html=True)
image = Image.open('EDA3.png')
st.image(image)
st.write('---')
# EDA 2
st.markdown("<h3 style='text-align: center;'>Distribusi Data Train</h3>", unsafe_allow_html=True)
image = Image.open('EDA1.png')
st.image(image)
st.write('---')
# EDA 3
st.markdown("<h3 style='text-align: center;'>Distribusi Data Val</h3>", unsafe_allow_html=True)
image = Image.open('EDA2.png')
st.image(image)
st.write('---')
if __name__ == "__main__":
run()
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