| 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 | |
| def run(): | |
| #Membuat title | |
| st.title('Credit Cards Simulation') | |
| #Tambahkan gambar | |
| image = Image.open('CC.jpeg') | |
| st.image(image, caption = 'Credit Cards') | |
| #Menambahkan deskripsi | |
| st.write('Page ini dibuat oleh Mardhya Malik Nurbani') | |
| #Membuat garis | |
| st.markdown('----') | |
| #Masukkan pandas dataframe | |
| #Show dataframe | |
| df = pd.read_csv('P1G5_Set_1_mardhya.csv') | |
| st.dataframe(df) | |
| #Membuat bar plot | |
| # st.write('#### Plot AttackingWorkRate') | |
| # fig = plt.figure(figsize=(15,5)) | |
| # sns.countplot(x='AttackingWorkRate', data = df) | |
| # st.pyplot(fig) | |
| # #Membuat histogram | |
| # st.write('#### Histogram of Age') | |
| # fig = plt.figure(figsize=(15,5)) | |
| # sns.histplot(df['Overall'], bins = 30, kde = True) | |
| # st.pyplot(fig) | |
| # #membuat histogram berdasarkan inputan user | |
| # st.write('#### Histogram berdasarkan input user') | |
| # #kalo mau pake radio button, ganti selectbox jadi radio | |
| # option = st.selectbox('Pilih Column : ', ('Age', 'Weight', 'Height', 'ShootingTotal')) | |
| # fig = plt.figure(figsize= (15,5)) | |
| # sns.histplot(df[option], bins = 30, kde = True) | |
| # st.pyplot(fig) | |
| # #Membuat Plotly plot | |
| # st.write('#### Plotly Plot - ValueEUR vs Overall') | |
| # fig = px.scatter(df, x = 'ValueEUR', y = 'Overall', hover_data = ['Name', 'Age']) | |
| # st.plotly_chart(fig) | |
| if __name__ == '__main__': | |
| run() | |