4.18.0 (2025-11-21)

Features

• update core packages (#1790) (0450215)

4.17.0 (2025-09-23)

Features

• modernize dependencies and expand Python support (#1778) (de97bd4)

4.16.1 (2025-03-26)

Bug Fixes

• Add html metrics support for compare (#1744) (15494dd)
• Support Pandas future.infer_string=True in report generation (#1674) (45c47c7)

4.16.0 (2025-03-24)

Features

• refactor code to render HTML and widget flavours (#1740) (81d7deb)

What's Changed

• fix: add a new env variable for banner by @fabclmnt in https://github.com/ydataai/ydata-profiling/pull/1735
• chore(actions): revert to python 3.11 by @portellaa in https://github.com/ydataai/ydata-profiling/pull/1736

Full Changelog: https://github.com/ydataai/ydata-profiling/compare/v4.15.0...v4.15.1

What's Changed

• fix: improve profiling code logic by @fabclmnt in https://github.com/ydataai/ydata-profiling/pull/1728
• chore(setup): comply build process with latest changes to pypi by @portellaa in https://github.com/ydataai/ydata-profiling/pull/1731
• feat: update spark version for ydata-profiling by @fabclmnt in https://github.com/ydataai/ydata-profiling/pull/1730
• chore: fix linting errors by @portellaa in https://github.com/ydataai/ydata-profiling/pull/1732
• chore: fix release action by @portellaa in https://github.com/ydataai/ydata-profiling/pull/1733
• chore: add permissions to the release file by @fabclmnt in https://github.com/ydataai/ydata-profiling/pull/1734

Full Changelog: https://github.com/ydataai/ydata-profiling/compare/v4.14.0...v4.15.0

4.14.0 (2025-03-11)

Bug Fixes

• Convert MultiIndex columns to string representation (#1672) (d2141a1)
• fix import for environments with no IPython installed (#1725) (79c1c9d)
• updt scipy version (#1721) (9083053)

Features

• add new alerts (#1724) (fc8dfe9)

4.13.0 (2025-03-05)

Bug Fixes

• add information to ydataprofiling (#1716) (b74a5de)
• avoid failure when index level shares name with a column (#1673) (cf853bd)
• display: Update display import (#1709) (f593bb7)
• fix CI pipeline (df66320)
• pandas version (53c8d36)
• pandas version (7ebb7c6)

Features

• move setup.py to pyproject.toml and update makefile (6a57afc)
• update contribution guide dev install (0100cab)
• update github actions to support new requirements (88c6778)

4.12.2 (2025-01-20)

Bug Fixes

• add numba as an installation flavour (c097d2f)
• ease matplotlib version (b4bbc88)
• linting: code formatting (2e872a6)

4.12.1 (2024-12-08)

Bug Fixes

• type schema not checking for empty columns (#1679) (f3bc959)
• typeset invalid dates errors (#1678) (1e8cb89)

4.12.0 (2024-10-29)

Bug Fixes

• actions: add permissions object (#1668) (d6df865)
• is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, pd.CategoricalDtype) (5bbd589)
• linting: code formatting (d3b58e7)
• linting: code formatting (886be38)
• Literal not supported in python 3.7 (7ae5e16)
• liting issue (7758dba)
• mypy does not support dinamic types (227b917)

Features

• add adfuller stationary test parameters to config (3642b01)

4.11.0 (2024-10-16)

Bug Fixes

• alert style name in widget (e4814fd)
• Correction for numpy.NaN deprecating to numpy.nan (#1649) (06524cc)
• linting: code formatting (938a601)
• variables: select column dropdown placement changes (#1629) (acd2189)

Features

• remove dark and orange model from inputs (712ee67)

4.10.0 (2024-09-07)

Bug Fixes

• linting: code formatting (e94e500)
• remove compare report type enforcement (c2b81e5)
• suppress pandas tick resolution adjustment (#1635) (ca43fc8)

Features

• bump numpy version to support numpy v.2.2 (5679b16)

4.9.0 (2024-07-15)

Bug Fixes

• 1540 add_expectation_suite doesn't have key overwrite_existing (#1541) (159fe0d)
• bug fixed (#1601) (9946037)
• fix correlations issues whenever strings are present in the dataset. (1c94d33)
• jquery & bootstrap versions upgrade to fix vulnerables (jquery vulns related to xss and bootstrap vulns related to CVE & Sonatype) (7032adb)
• jquery: jquery update import changes (93fc6a0)
• linting: code formatting (9c85bc7)
• linting: code formatting (3eeab5e)
• linting: code formatting (0ec2085)
• logger flagged errors (488341c)
• rmv analytcis from the tests (a4afa34)
• update html (733d334)
• update matplotlib and tests.yaml (7176590)
• update matplotlib and tests.yaml for python3.7 (1c42264)
• update setup file for notebook installation (2d2ccbc)

Features

• add font_path arg for wordcloud (#1598) (0e8fedd)
• Create install.bat (958d575)

Reverts

• Revert "fix: jquery & bootstrap versions upgrade to fix vulnerables (jquery v…" (5164e0b)

Full Changelog: https://github.com/ydataai/ydata-profiling/compare/v4.8.2...4.8.3

What's Changed

• fix: comparison to_json pd.Series encoding error by @alexbarros in https://github.com/ydataai/ydata-profiling/pull/1538
• fix: switch create_expectation_suite with add by @nadavshatz in https://github.com/ydataai/ydata-profiling/pull/1540
• fix: timeseries gap comparison failing with no gaps for date index by @alexbarros in https://github.com/ydataai/ydata-profiling/pull/1551
• fix: great expectations unit tests referring to deprecated method by @alexbarros in https://github.com/ydataai/ydata-profiling/pull/1558
• fix: zero division for categorical colums with 100% missing data by @alexbarros in https://github.com/ydataai/ydata-profiling/pull/1569
• chore: update html and readme by @fabclmnt in https://github.com/ydataai/ydata-profiling/pull/1571
• fix: downgrade commitlint action version by @alexbarros in https://github.com/ydataai/ydata-profiling/pull/1572
• chore(deps): remove seaborn upper limit by @ggydush in https://github.com/ydataai/ydata-profiling/pull/1570
• chore(deps): update dependency mike to >=2.1.1,<2.2.0 by @renovate in https://github.com/ydataai/ydata-profiling/pull/1580
• chore: update python3statement url by @tqa236 in https://github.com/ydataai/ydata-profiling/pull/1573
• fix: Use correct value in ConstantAlert template by @AlpAribal in https://github.com/ydataai/ydata-profiling/pull/1574
• fix: Resolve the issue of conflicts between columns added during the analysis process and the original data columns in the Spark version. by @frelion in https://github.com/ydataai/ydata-profiling/pull/1518
• chore(deps): update typeguard version by @fabclmnt in https://github.com/ydataai/ydata-profiling/pull/1581
• chore(deps): update dependency mkdocs-table-reader-plugin to <=2.2.0 by @renovate in https://github.com/ydataai/ydata-profiling/pull/1478
• chore(deps): update dependency coverage to v7 by @renovate in https://github.com/ydataai/ydata-profiling/pull/1403
• chore(deps): update dependency mkdocs to >=1.6.0,<1.7.0 by @renovate in https://github.com/ydataai/ydata-profiling/pull/1438
• feat: add analytics by @fabclmnt in https://github.com/ydataai/ydata-profiling/pull/1582
• fix: class exception by @fabclmnt in https://github.com/ydataai/ydata-profiling/pull/1584
• fix: code exception by @fabclmnt in https://github.com/ydataai/ydata-profiling/pull/1585
• chore: remove version by @fabclmnt in https://github.com/ydataai/ydata-profiling/pull/1586
• docs: update links in the documentation by @fabclmnt in https://github.com/ydataai/ydata-profiling/pull/1587

New Contributors

• @nadavshatz made their first contribution in https://github.com/ydataai/ydata-profiling/pull/1540
• @ggydush made their first contribution in https://github.com/ydataai/ydata-profiling/pull/1570
• @tqa236 made their first contribution in https://github.com/ydataai/ydata-profiling/pull/1573
• @AlpAribal made their first contribution in https://github.com/ydataai/ydata-profiling/pull/1574
• @frelion made their first contribution in https://github.com/ydataai/ydata-profiling/pull/1518

Full Changelog: https://github.com/ydataai/ydata-profiling/compare/v4.7.0...4.8.3

4.7.0 (2024-03-18)

Bug Fixes

• great expectations unit tests referring to deprecated method (#1558) (8d428f2)

Features

• support for python 3.12 (#1521) (22ffd69)

4.6.5 (2024-02-26)

Bug Fixes

• comparison to_json pd.Series encoding error (#1538) (84af0d0)
• switch create_expectation_suite with add_expectation_suite (#1540) (e0c770e)
• timeseries gap comparison failing with no gaps for date index (#1551) (bd5782b)
• update describe_supported_spark.py included fix for DivideByZero (#1545) (129bb98)

4.6.4 (2024-01-08)

Bug Fixes

• allow timedelta type for period (#1525) (4b36db1)
• deploy doc when merged on master (694aa3f)
• formatters for timedelta missing listargs decoration (#1526) (3d4e482)

4.6.3 (2023-12-05)

Bug Fixes

• consider all nan series as numerical (#1513) (eb8660b)
• allow for matplotlib 3.8.x (#1506) (f978af0)

This release also change the higher bound for pandas version.

4.6.2 (2023-11-22)

Bug Fixes

• template syntax error (#1491) (db3e026)
• use deterministic column order for correlations heatmap (#1507) (93e7430)

What's Changed

• chore(deps): bump to pydantic v2 by @portellaa in https://github.com/ydataai/ydata-profiling/pull/1483

The reason for this release is just to bump the requirement of pydantic into v2. As for code changes, we continue using v1 which is packed inside v2. We will proceed with the migration as soon as possible.

4.6.0 (2023-10-10)

Bug Fixes

• bug when creating a new report (#1440) (9a5b4fe)
• fixate matplotlib upper version (3ded762)
• gen wordcloud only for non-empty cols (#1459) (f04fb61)
• remove the duplicated cardinality threshold under categorical and text settings (80a1024)
• table template ignoring text format (#1462) (472c216)
• template {{ file_name }} error in HTML wrapper (#1380) (a5a227f)
• to_category misshandling pd.NA (#1464) (d5bbe7d)
• update duplicates_pandas.py (#1427) (56a6641), closes #1384

Features

• add density histogram (#1458) (a26d747)

4.5.1 (2023-08-11)

Bug Fixes

• gap identification and improve gap statistics and visualization (#1423) (7fb4fc5)
• time index and gap analysis bugs (#1421) (0a569e6)
• us air quality doc example link (#1422) (b1a4927)

4.5.0 (2023-08-09)

Bug Fixes

• enable text-categorical vars comparsion (#1417) (b860476)
• handle text as categoricals if sensitive=True (#1415) (1cf71c6)

Features

• fist version of the gap analysis tab for ts (#1410) (1c0e8c3)

4.4.0 (2023-08-01)

Bug Fixes

• add missing file for test (#1406) (b8cfa3b)
• linting: code formatting (bc1673a)

Features

• add ts plot to variables' section details (#1397) (7158309)

4.3.2 (2023-07-19)

Bug Fixes

• ignore NA when casting to datetime (#1391) (299b63f)

4.3.1 (2023-06-21)

Bug Fixes

• actions: pin python 3.7 to 3.7.16 (#1368) (9553a5b)
• actions: uses ydata/create-tag (#1371) (cfb020d)
• comparison report failing for text type (#1369) (6461e16)

4.3.0 (2023-06-20)

Bug Fixes

• actions: update create-tag action (#1360) (deee44e)
• alert not shown for vars with a single alert (#1362) (98e3124)
• incorrect alert comparison message (#1364) (54445be)

Features

• support for pandas v2.0 (#1353) (a62e520)

4.2.0 (2023-05-24)

Bug Fixes

• add punctuation marks in all alerts (#1315) (acb9f21)
• complete alerts information in json (#1339) (4108709)
• error for large integers in Series (#1308) (50e44dd)
• infer all Numeric vars as TimeSeries when tsmode=True (#1343) (d750e00)
• json ignoring redact (#1341) (9f5d4ba)
• lint complaints on list comprehension (#1327) (621450d)
• old references links (#1328) (7db5694)
• requirements upper bounds (#1326) (e6b3a49)
• revert infer all Numeric vars as TimeSeries when tsmode=True (#1343)" (#1346) (40fb0c2)

Features

• add string type for text variables (#1282) (943a480)
• description_wrapper (#1302) (1ca3a93)

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)

4.1.1 (2023-03-17)

Bug Fixes

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

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)

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)