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