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import streamlit as st |
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import pandas as pd |
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import matplotlib.pyplot as plt |
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import seaborn as sns |
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st.title('File uploader') |
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st.subheader('Input csv') |
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uploader_file = st.file_uploader('upload a csv') |
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if uploader_file is not None: |
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df = pd.read_csv(uploader_file) |
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st.subheader('Dataframe') |
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st.write(df) |
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col1, col2 = st.columns(2) |
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with col1: |
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fig1 = plt.figure() |
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sns.scatterplot(x='EstimatedSalary',y='Age',hue='Purchased',data=df) |
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st.pyplot(fig1) |
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with col2: |
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fig2 = plt.figure() |
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sns.histplot(df.Age) |
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st.pyplot(fig2) |