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)

- Python
Published by azory-ydata about 1 year ago

4.16.0 (2025-03-24)

Features

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

- Python
Published by azory-ydata about 1 year ago

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

- Python
Published by portellaa about 1 year ago

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

- Python
Published by fabclmnt about 1 year ago

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)

- Python
Published by azory-ydata about 1 year ago

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)

- Python
Published by azory-ydata about 1 year ago

4.12.2 (2025-01-20)

Bug Fixes

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

- Python
Published by azory-ydata over 1 year ago

4.12.1 (2024-12-08)

Bug Fixes

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

- Python
Published by azory-ydata over 1 year ago

4.12.0 (2024-10-29)

Bug Fixes

actions: add permissions object (#1668) (d6df865)
iscategoricaldtype 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)

- Python
Published by azory-ydata over 1 year ago

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)

- Python
Published by azory-ydata over 1 year ago

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)

- Python
Published by azory-ydata over 1 year ago

4.9.0 (2024-07-15)

Bug Fixes

1540 addexpectationsuite 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)

- Python
Published by azory-ydata almost 2 years ago

ydata-profiling - 4.8.3

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 createexpectationsuite 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

- Python
Published by fabclmnt about 2 years ago

4.8.2 (2024-05-07)

Bug Fixes

class exception (028451e)
linter recommendations update (43db959)
linting: code formatting (8f3b9d7)

- Python
Published by azory-ydata about 2 years ago

4.8.1 (2024-05-07)

Bug Fixes

class exception (9b68e0c)
linting: code formatting (e1ff595)

- Python
Published by azory-ydata about 2 years ago

What's Changed

fix: comparison to_json pd.Series encoding error by @alexbarros in https://github.com/ydataai/ydata-profiling/pull/1538
fix: switch createexpectationsuite 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
feat: support for python 3.12 by @aquemy in https://github.com/ydataai/ydata-profiling/pull/1521
chore(actions): remove sonarqube by @andre-lx in https://github.com/ydataai/ydata-profiling/pull/1561
chore(actions): remove sonarqube by @andre-lx in https://github.com/ydataai/ydata-profiling/pull/1563
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

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...v4.8.0

- Python
Published by azory-ydata about 2 years ago

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)

- Python
Published by azory-ydata about 2 years ago

4.6.5 (2024-02-26)

Bug Fixes

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

- Python
Published by azory-ydata over 2 years ago

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)

- Python
Published by azory-ydata over 2 years ago

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.

- Python
Published by azory-ydata over 2 years ago

4.6.2 (2023-11-22)

Bug Fixes

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

- Python
Published by azory-ydata over 2 years ago

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.

- Python
Published by azory-ydata over 2 years ago

ydata-profiling - v4.6.0

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)

- Python
Published by azory-ydata over 2 years ago

ydata-profiling - v4.5.1

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)

- Python
Published by azory-ydata almost 3 years ago

ydata-profiling - v4.5.0

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)

- Python
Published by azory-ydata almost 3 years ago

ydata-profiling - v4.4.0

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)

- Python
Published by azory-ydata almost 3 years ago

ydata-profiling - v4.3.2

4.3.2 (2023-07-19)

Bug Fixes

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

- Python
Published by azory-ydata almost 3 years ago

ydata-profiling - v4.3.1

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)

- Python
Published by azory-ydata almost 3 years ago

ydata-profiling - v4.3.0

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)

- Python
Published by azory-ydata almost 3 years ago

ydata-profiling - v4.2.0

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)

- Python
Published by azory-ydata about 3 years ago

ydata-profiling - 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)

- Python
Published by azory-ydata about 3 years ago

ydata-profiling - v4.1.1

4.1.1 (2023-03-17)

Bug Fixes

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

- Python
Published by azory-ydata about 3 years ago

ydata-profiling - 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)

- Python
Published by azory-ydata about 3 years ago

ydata-profiling - 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 getdefaultsettings (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)

- Python
Published by azory-ydata over 3 years ago

ydata-profiling - 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)

- Python
Published by azory-ydata over 3 years ago

ydata-profiling - 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)

- Python
Published by vascoalramos over 3 years ago

ydata-profiling - v3.6.1

3.6.1 (2022-12-23)

Bug Fixes

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

- Python
Published by azory-ydata over 3 years ago

ydata-profiling - 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)

- Python
Published by azory-ydata over 3 years ago

ydata-profiling - 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

- Python
Published by azory-ydata over 3 years ago

ydata-profiling - 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)

- Python
Published by azory-ydata over 3 years ago

ydata-profiling - pandas-profiling v3.3.0

The full changelog is available here: https://pandas-profiling.ydata.ai/docs/master/pages/reference/changelog.html?highlight=change+log

- Python
Published by fabclmnt over 3 years ago

ydata-profiling - pandas-profiling v3.2.0

The full changelog is available here: https://pandas-profiling.ydata.ai/docs/master/pages/reference/changelog.html?highlight=change+log

- Python
Published by sbrugman about 4 years ago

ydata-profiling - pandas-profiling v3.1.0

The full changelog is available here: https://pandas-profiling.github.io/pandas-profiling/docs/master/rtd/pages/changelog.html.

- Python
Published by sbrugman over 4 years ago

ydata-profiling - pandas-profiling v3.0.0

The full changelog is available here: https://pandas-profiling.github.io/pandas-profiling/docs/master/rtd/pages/changelog.html.

- Python
Published by sbrugman about 5 years ago

ydata-profiling - pandas-profiling v2.13.0

The full changelog is available here: https://pandas-profiling.github.io/pandas-profiling/docs/master/rtd/pages/changelog.html.

- Python
Published by sbrugman about 5 years ago

ydata-profiling - pandas-profiling v2.12.0

The full changelog is available here: https://pandas-profiling.github.io/pandas-profiling/docs/master/rtd/pages/changelog.html.

- Python
Published by sbrugman about 5 years ago

ydata-profiling - pandas-profiling v2.11.0

The full changelog is available here: https://pandas-profiling.github.io/pandas-profiling/docs/master/rtd/pages/changelog.html.

- Python
Published by sbrugman over 5 years ago

ydata-profiling - pandas-profiling v2.10.1

The full changelog is available here: https://pandas-profiling.github.io/pandas-profiling/docs/master/rtd/pages/changelog.html.

- Python
Published by sbrugman over 5 years ago

ydata-profiling - pandas-profiling v2.10.0rc1

The full changelog is available here: https://pandas-profiling.github.io/pandas-profiling/docs/master/rtd/pages/changelog.html.

- Python
Published by sbrugman over 5 years ago

ydata-profiling - pandas-profiling v2.9.0

The full changelog is available here: https://pandas-profiling.github.io/pandas-profiling/docs/master/rtd/pages/changelog.html.

- Python
Published by sbrugman over 5 years ago

ydata-profiling - pandas-profiling v2.9.0rc1

This release candidate improves handling of sensitive data and futhermore reduces technical debt with various fixes. The full changelog is available here: https://pandas-profiling.github.io/pandas-profiling/docs/master/rtd/pages/changelog.html.

A warm thank you to everyone who has contributed to this release: @gauravkumar37 @Jooong @smaranjitghose @XavierBanos Tam Nguyen @andycraig @mgorsk1 @mbh86 @MHUNCHO @GaelVaroquaux @AmauryLepicard @baluyotraf @pvojnisek @abegong

- Python
Published by sbrugman almost 6 years ago

ydata-profiling - pandas-profiling v2.8.0

pandas-profiling now has build-in supports for Files and Images, such as extracting file sizes, creation dates and dimensions and scanning for truncated images or those containing EXIF information. Moreover, the text analysis features have also been reworked, providing more informative statistics.

Read the changelog v2.8.0 for more details.

Contributors: @loopyme @Bradley-Butcher @willemhendriks, @IscaAy, @frellnick, @dataverz @ieaves

- Python
Published by sbrugman about 6 years ago

ydata-profiling - pandas-profiling v2.7.1

Fix #468 by pinning visions to 0.4.1

- Python
Published by sbrugman about 6 years ago

ydata-profiling - pandas-profiling v2.7.0

Announcement and changelog are available in the documentation.

We are grateful for @loopyme and @kyleYang for creating parts of the features on this release.

Thanks for all contributors that made this release possible @1313e @dataprofessor @neomatrix369 @jiangfangfangxm @WesleyTheGeolien @NickYi1990 @ricgu8086.

- Python
Published by sbrugman about 6 years ago

ydata-profiling - pandas-profiling v2.6.0

Dependency policy

The current dependency policy is suboptimal. Pinning the dependencies is great for reproducibility (high guarantee to work), but on the downside requires frequent maintenance and introduces compatibility issues with other packages. Therefore, we are moving away from pinning dependencies and instead specify a minimum version.

Pandas v1

Early releases of pandas v1 demonstrated many regressions that broke functionality (as acknowledged by the authors here). At this point, pandas is more stable and we notice high demand for compatibility. We move on to support pandas' latest versions. To ensure compatibility with both versions, we have extended the test matrix to test against both pandas 0.x.y and 1.x.y.

Python 3.6+ features

Python 3.6 introduces ordered dicts and f-strings, which we now rely on. This means that from pandas-profiling 2.6, you should minimally run Python 3.6. For users that for some reason cannot update, you can use pandas-profiling 2.5.0, but you unfortunately won't benefit from updates or maintenance.

Extended continuous integration

Starting from this release, we use Github Actions and Travis CI combined to increase maintainability. Travis CI handles the testing, Github Actions automates part of the development process by running black and building the docs.

- Python
Published by sbrugman about 6 years ago

ydata-profiling - pandas-profiling v2.5.0

Progress bar added (#224)
Character analysis for Text/NLP (#278)
Themes: configuration and demo's (Orange, Dark)
Tutorial on modifying the report's structure (#362; #281, #259, #253, #234). This jupyter notebook also demonstrates how to use the Kaggle api together with pandas-profiling.
Toggle descriptions at correlations.

Deprecation:

This is the last version to support Python 3.5.

Stability:

The order of columns changed when sort="None" (#377, fixed).
Pandas v1.0.X is not yet supported (#367, #366, #363, #353, pinned pandas to < 1)
Improved mixed type detection (#351)
Refactor of report structures.
Correlations are more stable (e.g. Phi_k color scale now from 0-1, rows and columns with NaN values are dropped, #329).
Distinct counts exclude NaNs.
Fixed alerts in notebooks.

Other improvements:

Warnings are now sorted.
Links to Binder and Google Colab are added for notebooks (#349)
The overview section is tabbed.
Commit for pandas-profiling v2.5.0
Progress bar added (#224)
Character analysis for Text/NLP (#278)
Themes: configuration and demo's (Orange, Dark)
Tutorial on modifying the report's structure (#362; #281, #259, #253, #234). This jupyter notebook also demonstrates how to use the Kaggle api together with pandas-profiling.
Toggle descriptions at correlations.

Deprecation:

This is the last version to support Python 3.5.

Stability:

The order of columns changed when sort="None" (#377, fixed).
Pandas v1.0.X is not yet supported (#367, #366, #363, #353, pinned pandas to < 1)
Improved mixed type detection (#351)
Refactor of report structures.
Correlations are more stable (e.g. Phi_k color scale now from 0-1, rows and columns with NaN values are dropped, #329).
Distinct counts exclude NaNs.
Fixed alerts in notebooks.

Other improvements:

Warnings are now sorted.
Links to Binder and Google Colab are added for notebooks (#349)
The overview section is tabbed.

- Python
Published by sbrugman over 6 years ago

ydata-profiling - pandas-profiling v2.4.0

The v2.4.0 release decouples the data structure of reports from the actual rendering. It's now much simpler to change the user interface, whether the user is in a jupyter notebook, webpage, native application or just wants a json view of the data.

We are also proud to announce that we are accepted for the GitHub Sponsor programme. You are cordially invited to support me through this programme, because you want to see me continue working on this project and to boost community funding, GitHub will match your contribution!

Other improvements: - extended configuration with better defaults, including minimal mode for big data (#258, #310) - more example datasets - rejection of highly correlated variables is generalized (#284, #299) - many structural and stability improvements (#254, #274, #239)

Special thanks to @marco-cardoso @ajupton @lvwerra @gliptak @neomatrix369 for their contributions.

- Python
Published by sbrugman over 6 years ago