Source code for visions.application.summaries.series.numerical_basic_summary

import pandas as pd


[docs]def numerical_basic_summary(series: pd.Series) -> dict: """Summary with basic aggregates Args: series: series to summarize Returns: A summary of aggregates of `mean`, `std`, `var`, `min`, `max` and `sum`. """ aggregates = ["mean", "std", "var", "min", "max", "sum"] summary = series.agg(aggregates).to_dict() return summary