v4.1.2

4.1.2 (2023-03-28)

Bug Fixes

• comparing issues when pyspark is installed and when the report summaries are used (#1289) (91455c3)
• remove computation from missing data plots (#1294) (c481fc6)

v4.1.1

4.1.1 (2023-03-17)

Bug Fixes

• variables dropdown wrong color on mouse hover (#1286) (05aaf87)

v4.1.0

4.1.0 (2023-03-08)

Bug Fixes

• add imagehash requirements (0a8c5de)
• correlation between columns w/o nonnull row (cfda278)
• removed irregular spacing (#1252) (8aff455)
• update links and alignment in README (efd633a)
• update pypi links (1c84e89)
• update Stack Overlow to link to use both tags (79202f7)

Features

• add type schema (#1274) (b722b70)
• support for Python 3.11 (#1273) (cf9dac7)

v4.0.0

4.0.0 (2023-01-30)

Bug Fixes

• version bug and incorporate feedback (3fe3aee)
• add css to cope with large tables (7e51e77)
• add ProfileReport validations and configuration file (175798e)
• add Report configurations for correlations (9339a2d)
• add union to typecheck (351b17f)
• change dataframe empy check method (0f474ae)
• df validation (b834214)
• fix date and datetime histogram. Fix Spearman and Pearson's correlations (0c77695)
• fix merge issues (3cf3cc4)
• improve description and correct plot for ‘auto’ correlation (#1119) (a105d32)
• isinstance (ce81102)
• isinstance (c6a6daa)
• move file example. remove unused prints (4f794cd)
• re-introduce to prevent cases where the profilereport is init with no DF (b12f45f)
• remove get_default_settings (9f4f8f9)
• solve mypy error (35d9827)
• uses colors from the specified config (74041c7)

Features

• add heatmap values as a table under correlations (5268544)
• design improvements on the correlations section (5facb7b)
• minimal spark deployment (#1132) (4113389)
• setup: change package naming (#1254) (99e2e9f)
• update variables layout (#1207) (34e19a7)

v3.6.3

3.6.3 (2023-01-25)

Bug Fixes

• issue#1104 empty dataframe (#1238) (db60d48)
• time series vars excluded from some plots (#1243) (906591e)

v3.6.2

3.6.2 (2023-01-02)

Bug Fixes

• comparison alerts (#1229) (bbca61b)
• comparison histogram (#1228) (0081581)
• comparison report style issues (a465cdd)
• update the link for the people-example.csv (2bb5043)

v3.6.1

3.6.1 (2022-12-23)

Bug Fixes

• categorical var frequency plot (6cb391f)
• remove ipywidgets import (1b8b117)

v3.6.0

3.6.0 (2022-12-21)

Bug Fixes

• add css to cope with large tables (7f42f87)
• adjust categoricals layout (f0bb45a)
• categorical data not being obscured in the common values plot (40236bc)
• compare report ignoring config parameter (3d60556)
• compare report warnings always showing the last alert type (6b3c13d)
• comparison fails when duplicates are disable (#1208) (6d19620)
• do no raise exception for percentage formatter (3ea626d)
• enforce recomputation of description sets (a9fd1c8)
• error comparing only one precomputed profile (00646cd)
• html: sensible cloud-platform notebook html rendering (b22ece2)
• ignoring config of precomputed reports (6478c40)
• only compute auto correlation when no config is specified (d5d4f58)
• remove malfunctioning hook (e2593f5)
• remove unused test (2170338)
• return the proper type for widgets (4c0b358)
• set compute default to false (c70e491)
• solve mypy error (9c4266e)
• solve mypy issue (e3e7788)
• uses colors from the specified config (c0c556d)
• utils: use 'urllib.request' instead of 'requests' (#1177) (e4d020b), closes #1168

Features

• add heatmap values as a table under correlations (fc5da9e)
• allow to specify the configuration for the comparison report (ad725b0)
• design improvements on the correlations section (e5cd8cf)
• implement imbalanced warning (ce84c81)
• update variables layout (#1207) (cf0e0a7)

v3.5.0

3.5.0 (2022-11-22)

Bug Fixes

• change context managed backend (#1149) (11e1a8a)
• dataset names on comparison report (#1159) (3c14d43)
• duplicate key in test dict (#1126) (d19affe)
• improve description and correct plot for ‘auto’ correlation (#1119) (2617b92)
• remove correlation calculation for constants (#1152) (1ed2bc0)
• time series render format (#1157) (39ca8ce)
• update config files to only calculate 'auto' correlation (#1158) (34cf73d)
• update repository links (#1141) (c742c5d)

Features

• add typechecking to profile report (#1139) (ec8ece0)
• report comparison example (#1160) (5e75fd2)
• report comparisons (#1069) (70ee5c7), closes #1137 #1136 #1143 #1148 #1150

v3.4.0

3.4.0 (2022-10-20)

Bug Fixes

• correlation auto passing extra parameters (#1114) (21f4fe6)
• cramer's correlation fails with missings vals (#1109) (8e7f8b2)
• drop joblib dependency (#1090) (586cef3), closes #1056
• fix linter errors (#1117) (5f17cfd)
• make tangled-up-in-unicode an optional dependency (#1070) (e6b2a00)
• remove unused imports (56beed4)
• remove unused imports (66864c1)
• Remove unused imports. (985fbd1)

Features

• add support for Pandas 1.5 (#1076) (5c5a710)
• added filter to locate columns (#1115) (c2f817d)
• introduce auto parameter for correlations (#1095) (4d2e415)