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@ -5,14 +5,13 @@ import seaborn as sns
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st.title("Project Miner")
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# File uploader
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### Exploration
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uploaded_file = st.file_uploader("Upload your CSV file", type=["csv"])
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if uploaded_file:
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data = pd.read_csv(uploaded_file)
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st.success("File loaded successfully!")
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# Data Preview
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st.header("Data Preview")
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st.subheader("First 5 Rows")
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@ -21,7 +20,6 @@ if uploaded_file:
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st.subheader("Last 5 Rows")
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st.write(data.tail())
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# Data Summary
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st.header("Data Summary")
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st.subheader("Basic Information")
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@ -36,10 +34,10 @@ if uploaded_file:
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st.subheader("Statistical Summary")
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st.write(data.describe())
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# Data Visualization
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### Visualization
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st.header("Data Visualization")
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# Histogram
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st.subheader("Histogram")
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column_to_plot = st.selectbox("Select Column for Histogram", data.columns)
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if column_to_plot:
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@ -50,7 +48,6 @@ if uploaded_file:
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ax.set_ylabel('Frequency')
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st.pyplot(fig)
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# Boxplot
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st.subheader("Boxplot")
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column_to_plot_box = st.selectbox("Select Column for Boxplot", data.columns, key="boxplot")
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if column_to_plot_box:
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