General Functions

Top level functions that can be called from the Danfo namespace

Data manipulations
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​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.
​get_dummies​
Convert categorical variable into dummy/indicator variables. Similar to OneHotEncoding
Data Processing/Normalization
​LabelEncoder​
Encode target labels with value between 0 and n_classes-1.
​OneHotEncoder​
Encode categorical features as a one-hot numeric array.
​StandardScaler​
Standardize features by removing the mean and scaling to unit variance
​MinMaxScaler​
Transform features by scaling each feature to a given range
Top-level dealing with datetime
​to_datetime​
Convert argument to datetime.
​date_range​
Return a fixed frequency DatetimeIndex.

API reference

danfo.date_range

Last updated 1 year ago


`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.
`get_dummies`	Convert categorical variable into dummy/indicator variables. Similar to OneHotEncoding

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

`to_datetime`	Convert argument to datetime.
`date_range`	Return a fixed frequency DatetimeIndex.