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Project description
# pandas-diligent
`diligent` is a data proofing tool for pandas dataframes, best used in Jupyter notebooks.
Run `diligent` on your dataframes.
from diligent import diligent
diligent(df)
Run only certain kinds of checks.
diligent(df, include='basic')
Run in verbose mode:
diligent(df, verbose=True)
Register your own checks.
from diligent import registry
@registry.register(name='My custom check', tags='custom')
def custom_check(series):
yield 'Warning 1'
yield 'Warning 2'
`diligent` is a data proofing tool for pandas dataframes, best used in Jupyter notebooks.
Run `diligent` on your dataframes.
from diligent import diligent
diligent(df)
Run only certain kinds of checks.
diligent(df, include='basic')
Run in verbose mode:
diligent(df, verbose=True)
Register your own checks.
from diligent import registry
@registry.register(name='My custom check', tags='custom')
def custom_check(series):
yield 'Warning 1'
yield 'Warning 2'
