Profiler
Dataset-level analysis interface with access to numerical and categorical analysis components.
Class
from lochan_eda import Profiler
profile = Profiler(df, target=None)Methods and attributes
overview()
overview()Provides dataset-level inspection.
Example
profile.overview()numerical
Access the numerical analysis component.
profile.numericalprofile.numerical.summary()profile.numerical.plot()categorical
Access the categorical analysis component.
profile.categoricalprofile.categorical.summary()profile.categorical.plot()Report
A Data Exploratory Report PDF.
profile.reportprofile.report.save("report.pdf")