Samagra07 commited on
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8f7b4f7
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1 Parent(s): 1b92b7d

Upload 2 files

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Files changed (2) hide show
  1. app.py +34 -0
  2. requirements.txt +3 -0
app.py ADDED
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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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+
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+ st.title("Simple Data Dashboard")
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+
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+ uploaded_file = st.file_uploader("Choose a CSV file", type="csv")
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+
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+ if uploaded_file is not None:
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+ df = pd.read_csv(uploaded_file)
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+
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+ st.subheader("Data Preview")
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+ st.write(df.head())
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+
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+ st.subheader("Data Summary")
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+ st.write(df.describe())
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+
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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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+
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+ filtered_df = df[df[selected_column] == selected_value]
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+ st.write(filtered_df)
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+
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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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+
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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...")
requirements.txt ADDED
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+ streamlit
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+ pandas
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+ matplotlib