Causal Inference, Data Analysis, Experiment, Data Science, Data Visualization.
comparison Easily biased due to Seasonality There are almost NO metrics that are constant over time The difference is not always noticeable Subscribers' performance in the ‘After’ period might already increase/decrease compared to the ‘Before’ period event without the subscription program Image 5.