General Functions
Top level functions that can be called from the Danfo namespace

Data manipulations

merge
Merge DataFrame or named Series objects with a database-style join.
concat
Concatenate danfo objects along a particular axis with optional set logic along the other axes.
Convert categorical variable into dummy/indicator variables. Similar to OneHotEncoding

Data Processing/Normalization

Encode target labels with value between 0 and n_classes-1.
Encode categorical features as a one-hot numeric array.
Standardize features by removing the mean and scaling to unit variance
Transform features by scaling each feature to a given range

Top-level dealing with datetime

Convert argument to datetime.
Return a fixed frequency DatetimeIndex.
Last modified 1mo ago