shukdevdattaEX commited on
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5577486
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Update app.py

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  1. app.py +39 -42
app.py CHANGED
@@ -1901,48 +1901,45 @@ with gr.Blocks(
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  </div>
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  """)
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- # Enhanced tips and documentation
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- gr.Markdown("""
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- ---
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- ### πŸ’‘ Pro Tips:
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-
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- **🎯 Data Preparation:**
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- - βœ… Use descriptive column names (e.g., "Monthly_Revenue" instead of "Col1")
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- - βœ… Ensure consistent date formats (YYYY-MM-DD recommended)
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- - βœ… Remove completely empty rows/columns before upload
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- - βœ… For large files (>10MB), consider using sample size option
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-
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- **πŸ” Analysis Optimization:**
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- - **Comprehensive**: Full statistical analysis with AI insights (recommended for business reports)
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- - **Quick**: Fast overview for initial data exploration
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- - **Statistical**: Focus on mathematical relationships and patterns
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-
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- **πŸ“Š Question Examples for Better AI Responses:**
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- - "What factors most strongly correlate with customer churn?"
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- - "Which time periods show the highest sales performance?"
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- - "Are there any data quality issues I should address?"
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- - "What are the key business opportunities in this dataset?"
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-
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- **πŸ“₯ Export Recommendations:**
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- - **HTML**: Best for sharing interactive reports with stakeholders
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- - **Markdown**: Great for technical documentation and version control
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-
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- **⚑ Performance Notes:**
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- - Files under 5MB: Instant processing
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- - Files 5-20MB: ~5-10 seconds
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- - Files 20MB+: Consider sampling for faster results
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-
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- **πŸ”§ Supported Formats & Limits:**
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- - **CSV/TSV**: Up to 100MB
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- - **Excel (XLSX/XLS)**: Up to 100MB
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- - **JSON**: Flat or nested structures
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- - **Parquet**: High-performance columnar format
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-
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- **πŸ“ž Support & Contact:**
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- - πŸ“± WhatsApp: +8801719296601
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- - πŸ“§ Email: https://tinyurl.com/email-for-contact
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- - πŸ•’ Response Time: Within 24 hours
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- """)
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  if __name__ == "__main__":
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  # Enhanced launch configuration
 
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  </div>
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  """)
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+ with gr.Accordion("πŸ’‘ Pro Tips", open=False):
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+ gr.Markdown("""
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+ ### 🎯 Data Preparation:
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+ - βœ… Use descriptive column names (e.g., "Monthly_Revenue" instead of "Col1")
1908
+ - βœ… Ensure consistent date formats (YYYY-MM-DD recommended)
1909
+ - βœ… Remove completely empty rows/columns before upload
1910
+ - βœ… For large files (>10MB), consider using sample size option
1911
+
1912
+ ### πŸ” Analysis Optimization:
1913
+ - **Comprehensive**: Full statistical analysis with AI insights (recommended for business reports)
1914
+ - **Quick**: Fast overview for initial data exploration
1915
+ - **Statistical**: Focus on mathematical relationships and patterns
1916
+
1917
+ ### πŸ“Š Question Examples for Better AI Responses:
1918
+ - "What factors most strongly correlate with customer churn?"
1919
+ - "Which time periods show the highest sales performance?"
1920
+ - "Are there any data quality issues I should address?"
1921
+ - "What are the key business opportunities in this dataset?"
1922
+
1923
+ ### πŸ“₯ Export Recommendations:
1924
+ - **HTML**: Best for sharing interactive reports with stakeholders
1925
+ - **Markdown**: Great for technical documentation and version control
1926
+
1927
+ ### ⚑ Performance Notes:
1928
+ - Files under 5MB: Instant processing
1929
+ - Files 5-20MB: ~5-10 seconds
1930
+ - Files 20MB+: Consider sampling for faster results
1931
+
1932
+ ### πŸ”§ Supported Formats & Limits:
1933
+ - **CSV/TSV**: Up to 100MB
1934
+ - **Excel (XLSX/XLS)**: Up to 100MB
1935
+ - **JSON**: Flat or nested structures
1936
+ - **Parquet**: High-performance columnar format
1937
+
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+ ### πŸ“ž Support & Contact:
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+ - πŸ“± WhatsApp: +8801719296601
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+ - πŸ“§ Email: https://tinyurl.com/email-for-contact
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+ - πŸ•’ Response Time: Within 24 hours
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+ """)
 
 
 
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  if __name__ == "__main__":
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  # Enhanced launch configuration