Understanding Subscription Behaviors

Great project! “Understanding Subscription Behaviors” really helped me strengthen my data analysis skills using real-world business data. I especially liked how it combined multiple datasets (clients, subscriptions, and economic indicators) to uncover meaningful insights.The tasks were practical—counting specific customer segments, analyzing renewal rates by industry, and linking renewals to external factors like inflation. It gave me a deeper understanding of how data can drive business decisions.Overall, a well-structured and insightful project—highly recommended for anyone looking to improve their pandas, data merging, and analytical thinking skills.