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Browse files- app.py +34 -0
- requirements.txt +3 -0
app.py
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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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st.title("Simple Data Dashboard")
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uploaded_file = st.file_uploader("Choose a CSV file", type="csv")
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if uploaded_file is not None:
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df = pd.read_csv(uploaded_file)
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st.subheader("Data Preview")
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st.write(df.head())
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st.subheader("Data Summary")
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st.write(df.describe())
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st.subheader("Filter Data")
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columns = df.columns.tolist()
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selected_column = st.selectbox("Select column to filter by", columns)
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unique_values = df[selected_column].unique()
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selected_value = st.selectbox("Select value", unique_values)
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filtered_df = df[df[selected_column] == selected_value]
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st.write(filtered_df)
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st.subheader("Plot Data")
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x_column = st.selectbox("Select x-axis column", columns)
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y_column = st.selectbox("Select y-axis column", columns)
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if st.button("Generate Plot"):
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st.line_chart(filtered_df.set_index(x_column)[y_column])
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else:
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st.write("Waiting on file upload...")
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requirements.txt
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streamlit
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pandas
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matplotlib
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