v0.7.6

Bug fixes

• Fixes missing requests package #438

Other Changes

• Documentation / Github Pages updated #439

v0.7.5

Profiler

• Allow user to specify structured labeler to return indexes instead of labels #435

Bug fixes

• Bug fix for if nones are in header the header is no longer detected #432
• Bug fix for removal of PAD conf in structured labeler #437

Other Changes

• Documentation / Github Pages updated #431, #433, #435, #436

v0.7.4

Bug fixes

• Bug fix to handle final word in word level argmax #426
• Bug fix for numpy removing trailing nulls from strings #427, #428 , #429

Other Changes

• Documentation / Github Pages updated #428

v0.7.3

Profiler

• Add ability to full install the dataprofiler with one command #424

Other Changes

• Documentation / Github Pages updated #422
• Updated examples #425

v0.7.2

Profiler

• Add median to numeric stats #389
• Chi square tests, added to profiler #392
• Chi square/homogeneity, median, mode, MAD differences #398, #400

Readers

Graphs

• add missing values matrix #403
• update histogram to use column indexes #404
• Add warning to user when reqs not installed #407

Bug fixes

• Fix bug in mode when disabled #388
• Update exception text for ssl_verify error #395
• ssl verify misnaming fix and consecutive spaces in csv fix #405
• fix cnn confidences not slicing data correctly #419

Other Changes

• Documentation / Github Pages updated #390, #391, #393, #394, #396, #397, #399, #401, #402, #412, #416, #418
• Add examples #413, #417, #420

v0.7.1

Profiler

• Validate min_true_samples in update_profile #377
• Add mode to numeric stats #382

Readers

• Readers now accepts a url to a file for reading #375
• Allow text to determine encoding automatically #378

Graphs

• Graphs: Create function which accepts a profiler and creates histogram bar charts #367

Bug fixes

• Fixes bug in _get_quantiles when median case occurs #383
• Catch Divide by 0 bug for unique row ratio #384
• Make clean data function static again due to multiprocessing and model issue #385

Other Changes

• Version updated #386
• Documentation / Github Pages updated #379, #380, #381, #387

v0.7.0

Profiler

• Can now take the difference between two profiles #277, #279, #282, #295, #297, #300, #301, #302, #318, #319, #324, #336, #339, #349, #355, #358, #359, #366
• Correlations can now update with new data / merge and NaNs #342
• Add text memory size to unstructured profiler #340
• Add timeit functionality to top level profilers #344, #346
• Users can now specify what is considered a null value #347

Readers

• Can now ingest StringIO and BytesIO #348, #350, #351, #352, #353, #354, #364,
• Allow internal data function calls directly from our data class #360

Runtime Changes

• Abstract NumericalStatsMixin profile for columns #337
• Added profiler min true samples error checking #365

Bug fixes

• Allow users to send in non-string value for structured labeling #343
• Profiler samples now doesn't change visual representation when passed as a list #363

Other Changes

• requirements.txt changes added scipy #369
• Update throughput testing changes #356
• Version updated #370
• Github Pages updated #345, #362, #372, #373

v0.6.1

Profiler

• Options added to allow setting 'k' concerning the top k highest counts of categorical #325
• Improved CSV data streaming to accept StringIO/BytesIO #327

Runtime

• Text in Unstructured profiler now keep a count of word #321

Bug Fixes

• Fixed unalikeability bug that caused errors on datasets with only one sample #341

Other Changes

• Standardized through-put for structured testing #298

v0.6.0

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

v0.5.3

Bug fixes

• remove unused import causing profiler error #290