pyjanitor-devs/pyjanitor
Auf GitHub ansehenAdd the ability to test whether data is in range in a pandas data frame
Open
#708 geöffnet am 29. Juli 2020
available for hackingenhancementgood first issue
Repository-Metriken
- Stars
- (1.217 Stars)
- PR-Merge-Metriken
- (Durchschn. Merge 2T 12h) (4 gemergte PRs in 30 T)
Beschreibung
Brief Description
Following up on #703, this issue seeks to introduce the ability to test whether each column in a data frame is within a user-defined range of values.
I would like to propose..
Example API
def flag_values_not_in_range(
df: pd.DataFrame,
bound: list,
inclusive: bool = True
) -> pd.DataFrame:
"""
:param df: data frame to test if values in columns are within a range
:param bound: user-defined lower and upper bound of values to test in data frame columns
:param inclusive: include boundaries in filtering.
Defaults to True
:return: True if value in column does not fall within range.
False if value in column falls within range.
"""