1. Visualization of Washing Powder Formulation ———seeking the best ingredients of washing powder

2. Steps 1. Dataset Analysis dataset introduction dataset filtering: based on scatterplot & parallel coordinates relationship exploration: correlation matrix, Andrew’s curve 2. Visualization Processing stars glyphs & interaction parallel coordinate 3. Conclusion

3. 1.Dataset Analysis Dataset Introduction Dataset Filtering Relationship Exploration

4. 1.1Dataset Analysis Dataset Introduction Dataset Filtering Relationship Exploration

5. 1.Dataset Filtering 250 samples 41 samples

6. 1.1Dataset Filtering Parallel Coordinate to select data and delete the invalid data

7. 1.1Dataset Filtering Parallel Coordinate to select data and delete the invalid data

8. 1.1Dataset Filtering Parallel Coordinate to select data and delete the invalid data

9. 1.2 Dataset Analysis Dataset Introduction Dataset Filtering Relationship Exploration

10. 1.2 Relationship Exploration Relationship between each ingredient

11. 1.2 Relationship Exploration Relationship between each ingredient The same cluster, The same trend.

12. 2 Visualization Processing Stars Glyphs & Interaction

13. 2.1 Visualization Processing Stars Glyphs & Interaction Parallel Coordinate

14. 2.1 Stars Glyphs & Interaction

19. 4;6;8;22;19;26 17;16;15;25;30 … 26;14;25;17;4; 30;28;9… 5;2;1;9;19;32;31; 27;29;24…. 14;15;17;24; 25;29;30;32.. 1;2;9;5;29;32… 18;33;20 2.1 Stars Glyphs & Interaction

20. 2.1 Parallel Coordinate Exploration the deep relationship and get more accurate result

21. 3.Conclusion Multidimensional data visualization Application of kinds of infovis techniques

22. THANK YOU! Question?