Based on the instructions given, please submit all the work required for "Analyze" phase in one single code file regarding the following activities:

1. Non-Graphic EDA
2. Bar Plot
3. Box Plot
4. Scatter Plot
5. One-Sample t-Test
6. Two-Sample t-Test
7. Mood's Median Test
8. One-Sample Proportion Test
9. One-Way ANOVA
10. Chi-Square Independence Test
11. Principal Component Analysis
12. Pearson Correlation Analysis