Summaries

Series Summaries

base_summary(series)

Summary for every series

category_summary(series)

Summary for pandas.Categorical

range_summary(series)

Summarize min, max and calculate the range

file_summary(series)

type series

Series

image_summary(series[, exif, hash])

type series

Series

missing_summary(series)

Counts the number of missing values

numerical_summary(series[, quantiles, …])

type series

Series

numerical_basic_summary(series)

Summary with basic aggregates

path_summary(series)

type series

Series

text_summary(series)

type series

Series

unique_summary(series)

type series

Series

url_summary(series)

type series

Series

email_address_summary(series)

rtype

dict

zero_summary(series)

type series

Series

Frame Summaries

dataframe_summary(df)

Summarization for a DataFrame

Functional API

summarize(df, series_types, summarizer)

summarize_frame(df, series_types, summarizer)

summarize_series(series, series_type, summarizer)