This week, I have been learning about randomness and exploring how I can perform predictive analysis for the next year using the provided data. I am also considering the following problem statements:

1. Identify the most frequently involved groups or organizations in protests.

2. Create a heatmap to visualize the intensity of protests across different counties and states.

3. Determine which counties and states have the highest number of protests.

4. Analyze the trend of protests over the years to see whether they are increasing or decreasing.