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Exercise

Cumulative statistics

Cumulative statistics can also be helpful in tracking summary statistics over time. In this exercise, you'll calculate the cumulative sum and cumulative max of a department's weekly sales, which will allow you to identify what the total sales were so far as well as what the highest weekly sales were so far.

A DataFrame called sales_1_1 has been created for you, which contains the sales data for department 1 of store 1. pandas is loaded as pd.

Instructions

100 XP
  • Sort the rows of sales_1_1 by the date column in ascending order.
  • Get the cumulative sum of weekly_sales and add it as a new column of sales_1_1 called cum_weekly_sales.
  • Get the cumulative maximum of weekly_sales, and add it as a column called cum_max_sales.
  • Print the date, weekly_sales, cum_weekly_sales, and cum_max_sales columns.