Gets the dataframe made by the generalization function by using the given 'genColInfo' information.
Gets the dataframe made by the generalization function by using the given 'genColInfo' information. The 'genColInfo' info includes the information about the column to generalize, maximum generalization step, and desired generalization step.
Dataframe
The information about the column to generalize
DataFrame The generalized dataframe
Gets the dataframe which is made by the generalization function.
Gets the dataframe which is made by the generalization function. The default function generalizes the first column of given dataframe by the first generalized step among the maximum five generalized steps.
Dataframe
DataFrame The generalized dataframe
Gets the dataframe made by the generalization function.
Gets the dataframe made by the generalization function. This function is applied on the numerical type of columns.
Dataframe
The column name (
The maximum generalization step
DataFrame The generalized dataframe
Gets the dataframe made by the generalization function.
Gets the dataframe made by the generalization function. This function is applied on the string type of columns.
Dataframe
The column name (
The maximum generalization step
DataFrame The generalized dataframe
Returns the hierarchy information of the 'columnName' column of 'src' dataframe.
Returns the hierarchy information of the 'columnName' column of 'src' dataframe. The returned dataframe is composed of the following form: [column, 1-st generalized column, 2-nd generalized column, ..., n-th generalized column].
Dataframe
The column name (
The maximum generalization step
DataFrame Hierarhcy information of 'columnName' column of 'src' dataframe
Returns the hierarchy information of the 'columnName' column, which is the numerical type of column, of 'src' dataframe.
Returns the hierarchy information of the 'columnName' column, which is the numerical type of column, of 'src' dataframe.
Dataframe
The column name (
The maximum generalization step
DataFrame Hierarhcy information of 'columnName' column of 'src' dataframe
Returns the hierarchy information of the 'columnName' column, which is the string type of column, of 'src' dataframe.
Returns the hierarchy information of the 'columnName' column, which is the string type of column, of 'src' dataframe.
Dataframe
The column name (
The maximum generalization step
DataFrame Hierarhcy information of 'columnName' column of 'src' dataframe
This object provides some functions to generalize the dataframe. In order to get generalized dataframe, should specify the column of dataframe to apply the generalization function, and its possible maximum generalization step and desired generalization step.