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Add get_column_pairs_plot utility method #223

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katxiao opened this issue Sep 13, 2022 · 0 comments · Fixed by #224
Closed

Add get_column_pairs_plot utility method #223

katxiao opened this issue Sep 13, 2022 · 0 comments · Fixed by #224
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feature request Request for a new feature
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@katxiao
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katxiao commented Sep 13, 2022

Problem Description

Add a visualization utility method to visualize a pair of columns.

Use the get_column_pairs_plot utility method to visualize the trends between a pair of columns for real and synthetic data

  • (required) real_data: A pandas.DataFrame containing 2 columns of real data
  • (required) synthetic_data: A pandas.DataFrame containing the same 2 columns of synthetic data
  • (required) sdtypes: A list of 2 strings, describing the data type of each column. The strings must be one of: 'numerical', 'datetime', 'categorical' or 'boolean'

Returns: A plotly.Figure object

Expected behavior

import sdmetric.report.utils

utils.get_column_pairs_plot(real_data, synthetic_data, sdtypes)
@katxiao katxiao added feature request Request for a new feature new Label applied to new issues and removed new Label applied to new issues labels Sep 13, 2022
@katxiao katxiao self-assigned this Sep 14, 2022
@katxiao katxiao added this to the 0.7.0 milestone Sep 27, 2022
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