Profiler

• Structured Profiler can now take in duplicate columns #315
  • this is an api Change to access to the data in the report, data_stats is now a list
• Categorical Profile now includes top 5 counts #299
• Add new categorical statistics: gini impurity and unalikeability #308, #320
• Unstructured Data Labeler profile now includes entity percentages #305
• Add Pearson's correlation to the Structured Profiler #281, #307, #317
• Unstructured Profiler Text vocab now outputs a top k highest vocab counts #304, #314

Runtime Changes

• Categorical Profiler keeps an internal count of categories #296
• Text in Unstructured profiler now keep a count of vocab #304
• Data Reader's `is_match function can now take in StringIO/ByteIO #292 ,#306, #326

Bug fixes

• Bug fix to make sure samples being stored by UnstructuredProfiler save #313

Other Changes

• Documentation on contributions added #310, #311, #312, #333,
• Github Pages updated #309, #316, #322, #323, #329, #330, #331, #334