Perform rolling window calculations

Generate descriptive statistics of numeric columns

Read a CSV file into a DataFrame

pandas/expanding

Calculate expanding statistics

pandas

expanding

window

df.expanding

df.expanding() provides cumulative calculations from the start of the Series.

Cumulative expanding mean

df["col"].expanding().mean()

Cumulative sum over time

df["col"].expanding().sum()

View the first few rows of a DataFrame

Get concise summary of DataFrame

Select rows and columns by labels