Data Visualization

1. Margin Mart Visualization
David S.

2. Outline
• Initial Inspection
• Part 1 Inspection of store_sales vs store_cost
• Part 2 inspection of unit_cost
• Part 3 Country Inspection
• Part 4 Product Inspection
• Part 5 Machine Learning

3. Initial Inspection – Quick View

4. Initial Inspection – Heatmap of Missing Data

5. Initial Inspection – Heatmap of Correlations

7. Part 2 – Store Cost Distribution

8. Part 2 – store_costs vs store_sales

9. Part 2 – store_sales vs unit_sales

10. Part 2 – store_cost vs unit_sales

11. Part 2 – unit_sales breakout

12. Part 2 – Correlations

13. Part 3 – store_cost vs store_sales by Country

14. Part 3 – store_cost vs store_sales by Country

15. Part 3 – store_cost vs store_sales by Country

16. Part 3 - Correlations

17. Part 4 – Top Vendors

18. Part 4 – product_category & product_department

19. Part 4 – product_category &
product_department separated by country

20. Part 4 – product_category &
product_department separated by country

21. Part 4 – product_category &
product_department separated by country

22. Part 5 – Machine Learning

23. Part 5 – Machine Learning