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Create app.py
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app.py
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import streamlit as st
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from dataset_import import load_data
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st.title("AnalyzeYT Dataset Analysis")
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# Text input for Kaggle dataset URL
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dataset_url = st.text_input("Enter Kaggle Dataset URL:", "")
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# Load dataset if URL is provided
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if dataset_url:
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data = load_data(dataset_url)
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st.write("Loaded Data Preview:")
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st.write(data.head())
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# Add some basic analysis and visualization options
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st.write("Data Description:")
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st.write(data.describe())
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st.write("Data Visualization:")
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chart_type = st.selectbox("Select Chart Type", ['Line Chart', 'Bar Chart', 'Histogram'])
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if chart_type == 'Line Chart':
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st.line_chart(data)
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elif chart_type == 'Bar Chart':
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st.bar_chart(data)
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elif chart_type == 'Histogram':
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selected_column = st.selectbox("Select Column for Histogram", data.columns)
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st.write(data[selected_column].plot(kind='hist'))
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