Feature/eda refactoring and dashboard #4
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- Enhanced dashboard layout with proper alignment (title left, filter right) - Improved Y-axis formatting to display values as $300K, $2M instead of full numbers - Updated KPI cards with uniform heights and two decimal place trend indicators - Refined review score display with large numbers and proper star ratings - Added comprehensive dashboard documentation in README - Removed month filter to simplify interface as specified - Added grid lines to charts for better readability 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
## Major Improvements: ### EDA_Refactored.ipynb - Complete restructure with professional table of contents and navigation - Configurable analysis framework (any year/month combination) - Integration with existing data_loader.py and business_metrics.py modules - 9 comprehensive sections from introduction to executive summary - Clean code eliminating pandas warnings and following best practices - Business-oriented visualizations with proper formatting and insights - Strategic recommendations and actionable insights ### dashboard_new.py - Professional Dashboard - Header with title and year filter (defaults to 2023) - KPI row with 4 cards showing trend indicators (green/red arrows, 2 decimal places) - Charts grid (2x2 layout): * Revenue trend: solid/dashed lines with grid lines and $300K formatting * Product categories: colorful pie chart (changed from blue bar chart) * Revenue by state: US choropleth map with blue gradient * Satisfaction vs delivery time: bar chart with delivery buckets - Bottom row: delivery time and review score with stars - Professional styling, uniform card heights, Plotly charts throughout - Data caching and real-time filtering ### Supporting Files - Updated requirements.txt with additional dependencies - Enhanced README.md with comprehensive documentation for both notebook and dashboard 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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