ostatslib.actions.exploratory_actions.response_exploratory_actions

Response exploratory actions module

Classes

InferResponseDTypeExploration()	Infer response data type using Pandas function
IsResponseBalancedExploration()	Check if a there's a balance of response min and max values count (mostly for classification data)
IsResponseDichotomousExploration()	Checks if response is dichotomous
IsResponseDiscreteExploration()	Checks if response is discrete
IsResponsePositiveValuesOnlyExploration()	Check if response contains only positive values
IsResponseQuantitativeExploration()	Checks if response is quantitative
ResponseUniqueValuesRatioExploration()	Gets response variable unique values ratio

class InferResponseDTypeExploration

Infer response data type using Pandas function

class IsResponseBalancedExploration

Check if a there’s a balance of response min and max values count (mostly for classification data)

class IsResponseDichotomousExploration

Checks if response is dichotomous

class IsResponseDiscreteExploration

Checks if response is discrete

class IsResponsePositiveValuesOnlyExploration

Check if response contains only positive values

class IsResponseQuantitativeExploration

Checks if response is quantitative

class ResponseUniqueValuesRatioExploration

Gets response variable unique values ratio