Spaces:
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Update app.py
Browse files
app.py
CHANGED
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@@ -244,6 +244,18 @@ with st.sidebar:
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use_container_width=True,
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key="predict_btn"
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# ============================================================================
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# MAIN CONTENT AREA
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@@ -696,31 +708,4 @@ else:
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with col3:
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st.markdown("### 🔮 Step 3")
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st.write("Click 'Predict Salary' to see your estimate!")
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st.markdown("---")
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# Show some model info
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st.subheader("📊 About This Tool")
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col1, col2 = st.columns(2)
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with col1:
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st.markdown("""
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### Model Details
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- **Data Source**: Stack Overflow 2024 Survey
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- **Sample**: 7,000+ European professional developers
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- **Algorithm**: Optimized Random Forest
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- **Accuracy**: RMSE ~€18,600
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- **Last Updated**: 2025
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""")
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with col2:
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st.markdown("""
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### Key Features
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- ✅ 9 factors analyzed
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- ✅ SHAP explanations
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- ✅ What-if scenarios
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- ✅ Real-time predictions
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- ✅ European market focus
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""")
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use_container_width=True,
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key="predict_btn"
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)
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st.markdown("---")
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# MODEL DETAILS - Moved to bottom of sidebar
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st.subheader("📊 Model Details")
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st.markdown("""
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- **Data Source**: Stack Overflow 2024 Survey
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- **Sample**: 7,000+ European developers
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- **Algorithm**: Optimized Random Forest
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- **Accuracy**: RMSE ~€18,600
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- **Last Updated**: 2025
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""")
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# ============================================================================
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# MAIN CONTENT AREA
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with col3:
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st.markdown("### 🔮 Step 3")
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st.write("Click 'Predict Salary' to see your estimate!")
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