Karina Data Scientist

Cumulative Sums Within Groups

Calculate running totals that reset per group in pandas

Perfect for YTD sales, running balances, or any sequential metric.

The cumulative sum resets automatically for each group.

Use cases:

Year-to-date revenue by region
Running balance by customer account
Sequential position tracking by category

2 weeks ago | [YT] | 26