To analyze your data, you need to become familiar with one (or multiple) statistical methods.
Below, I am collecting a few links for commonly used methods in thesis projects (without claiming this list is complete - consider it work in progress).
Overview books/websites
Specific methods
Regression Analysis
Difference-in-difference regressions
Propensity Score Matching