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| """Data analysis page""" | |
| import streamlit as st | |
| from components import render_sidebar, display_analysis_results | |
| from utils import client, get_analysis_types | |
| st.set_page_config(page_title="Analysis", page_icon="📊") | |
| render_sidebar() | |
| st.title("📊 Data Analysis") | |
| if "uploaded_data" not in st.session_state or not st.session_state.uploaded_data: | |
| st.warning("⚠️ Please upload data first on the 'Upload Data' page") | |
| st.stop() | |
| data = st.session_state.uploaded_data | |
| columns = st.session_state.get("all_columns", []) | |
| st.subheader("Analysis Settings") | |
| col1, col2 = st.columns(2) | |
| with col1: | |
| analysis_type = st.selectbox( | |
| "Analysis Type", | |
| get_analysis_types(), | |
| help="Choose the type of analysis to perform" | |
| ) | |
| with col2: | |
| selected_columns = st.multiselect( | |
| "Columns to Analyze", | |
| columns, | |
| default=columns[:3] if len(columns) > 3 else columns, | |
| help="Select which columns to analyze" | |
| ) | |
| st.divider() | |
| if st.button("🔍 Run Analysis", use_container_width=True): | |
| with st.spinner("📊 Analyzing data..."): | |
| result = client.analyze(data, analysis_type, selected_columns) | |
| if "error" in result: | |
| st.error(f"Analysis failed: {result['error']}") | |
| else: | |
| display_analysis_results(result) | |
| # Show suggestions | |
| if st.checkbox("💡 Get AI Suggestions"): | |
| with st.spinner("🤖 Generating suggestions..."): | |
| suggestions = client.get_suggestions(data, f"Analysis type: {analysis_type}") | |
| if "suggestions" in suggestions: | |
| st.subheader("💡 Suggestions") | |
| for i, suggestion in enumerate(suggestions["suggestions"], 1): | |
| st.write(f"{i}. {suggestion}") | |