Visualization

Visualization Functions

visualization.Heatmap(data_obj)

Parameters

data_obj (__main__.DataObject) – DataObject instance

visualization.DoubleBoxPlot(initdf, dataframe, column)

Boxplot that compares the selected column against the same one

in original dataset.

Parameters

• initdf (pandas.core.frame.DataFrame) – initial dataframe

• dataframe (pandas.core.frame.DataFrame) – current dataframe with changes

• column (str) – a column to be plotted against the original data

visualization.Histogram(dataframe, column)

Parameters

• dataframe (pandas.core.frame.DataFrame) – current dataframe with changes

• column (str) – a column to be plotted against the original data

visualization.ScatterPlot(initdf, dataframe, column1, column2)

Scatter plot

Parameters

• initdf (pandas.core.frame.DataFrame) – initial dataframe

• dataframe (pandas.core.frame.DataFrame) – current dataframe with changes

• column1 (str) – a column 1 to be plotted

• column2 (str) – a column 2 to be plotted

visualization.doubleLinePlot(initdf, dataframe, column)

Lineplot comparing changed data to an unchanged one

Parameters

• initdf (pandas.core.frame.DataFrame) – initial dataframe

• dataframe (pandas.core.frame.DataFrame) – current dataframe with changes

• column (str) – a column to be plotted against the original data

visualization.interpolation_subplot(initdf, dataframe, column, method)

_summary_

Parameters

• initdf (pandas.core.frame.DataFrame) – initial dataframe

• dataframe (pandas.core.frame.DataFrame) – current dataframe with changes

• column (str) – a column to be plotted against the original data

• method (str) – interpolation method used

visualization.linePlot_Out_recogn(dataframe, column)

Lineplot outlier recognition

Parameters

• dataframe (pandas.core.frame.DataFrame) – current dataframe with changes

• column (str) – a column to be plotted against the original data

visualization.BoxPlot(dataframe, column)

Boxplot

Parameters

• dataframe (pandas.core.frame.DataFrame) – current dataframe with changes

• column (str) – a column to be plotted against the original data