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Releases: sfu-db/dataprep

v0.4.4-alpha.1

08 Jul 00:57
@github-actions github-actions
v0.4.4-alpha.1
ad1afc7
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v0.4.4-alpha.1 Latest
Latest

Bugfixes 🐛

  • eda.create-db-report: add missing style files from previously ignored by gitignore (7536191)
  • eda: jinja2.markup import broken with 3.1 (b9b60a0)
  • eda: fixed create_report browser sort rendering issue, returned context values directly instead of selecting by css class (331a964)
  • eda: report for empty df (485e58d)
  • eda: plot_diff when columns are not aligned (7e53dbf)
  • eda: scipy version issue (8798a14)
  • eda: na column name when upgrade dask (43fdd1a)
  • eda: pd grouper issue when upgrade dask (761c445)
  • clean: delete abundant print (0e072a8)
  • eda.plot: fix display issue in notebook (6ed13b0)
  • eda.plot: fix pagination styling issues (8396f2d)
  • eda: restyled plots into same row, set height + width of plots to be same (c6ffcd4)
  • eda: interaction error in report for cat-only df (e60239a)
  • eda: fix cat-cat error (94f70ef)
  • eda: fix stat layout issue (5bb535d)
  • eda.create_report: fix display issue in notebook (487659f)
  • clean: remove usaddress library (c192ab4)
  • clean: fix the bug of am, pm (4c3b231)
  • clean: fix the bug of am, pm (caf2b37)
  • eda: fixed issue where plots weren't rendering twice (fd3fd57)
  • eda: wordcloud setting in terminal (0090169)

Features ✨

  • eda: added sorting feature for create_diff_report (8b187a6)
  • eda: add running total for time series test (d094072)
  • eda: add create_db_report submodule (9784cce)
  • eda.plot: add pagination threshold and add auto jump in pagination navigation (cfdd0de)
  • eda.create_report: add sort by approximate unique (5738db2)
  • eda: add sort variables by alphabetical and missing (fb93493)
  • clean: New version of GUI (6828807)
  • eda: enriched show details tab by adding plots and overview statistics (eeb210d)

Code Quality + Testing 💯

  • eda: add tests for intermediate compute functions (700add7)

Documentation 📃

  • clean: revise _init.py (02ede81)
  • clean: add doc of clean GUI (5e2f38a)
  • eda.plot: add pagination for plot (c4cd4b9)
  • eda.create_report: remove old doc file (e1153cb)
  • eda.create_report: convert rst docs file to ipynb and add additional docs for variables sort (bf39a56)
  • eda: add doc for getting imdt result (6fbcfe4)
  • eda: add the doc of run dataprep.eda on Hadoop yarn (628686d)

Contributors this release 🏆

The following users contributed code to DataPrep since the last release.

🎉🎉 Thank you! 🎉🎉

Assets 4
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v0.4.4

15 Jul 00:01
@github-actions github-actions
v0.4.4
ad1afc7
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v0.4.4

Bugfixes 🐛

  • eda: type error for npartitions (57db1ed)
  • eda.create-db-report: remove pystache dependency and replace it with jinja2 (676fff1)
  • eda.create-db-report: add missing style files from previously ignored by gitignore (7536191)
  • eda: jinja2.markup import broken with 3.1 (b9b60a0)
  • eda: fixed create_report browser sort rendering issue, returned context values directly instead of selecting by css class (331a964)
  • eda: report for empty df (485e58d)
  • eda: plot_diff when columns are not aligned (7e53dbf)
  • eda: scipy version issue (8798a14)
  • eda: na column name when upgrade dask (43fdd1a)
  • eda: pd grouper issue when upgrade dask (761c445)
  • clean: delete abundant print (0e072a8)
  • eda.plot: fix display issue in notebook (6ed13b0)
  • eda.plot: fix pagination styling issues (8396f2d)
  • eda: restyled plots into same row, set height + width of plots to be same (c6ffcd4)
  • eda: interaction error in report for cat-only df (e60239a)
  • eda: fix cat-cat error (94f70ef)
  • eda: fix stat layout issue (5bb535d)
  • eda.create_report: fix display issue in notebook (487659f)
  • clean: remove usaddress library (c192ab4)
  • clean: fix the bug of am, pm (4c3b231)
  • clean: fix the bug of am, pm (caf2b37)
  • eda: fixed issue where plots weren't rendering twice (fd3fd57)
  • eda: wordcloud setting in terminal (0090169)

Features ✨

  • clean: add updated version of rapidfuzz and python-crfsuite (59f3506)
  • eda.create-db-report: add save report functionality (2fb16ad)
  • eda: add get_db_names (a7bf820)
  • eda: added sorting feature for create_diff_report (8b187a6)
  • eda: add running total for time series test (d094072)
  • eda: add create_db_report submodule (9784cce)
  • eda.plot: add pagination threshold and add auto jump in pagination navigation (cfdd0de)
  • eda.create_report: add sort by approximate unique (5738db2)
  • eda: add sort variables by alphabetical and missing (fb93493)
  • clean: New version of GUI (6828807)
  • eda: enriched show details tab by adding plots and overview statistics (eeb210d)

Code Quality + Testing 💯

  • eda: add test for npartition type error (5affd75)
  • eda: add tests for intermediate compute functions (700add7)

Documentation 📃

  • eda: add the use-case of dataprep.eda for spark dataframe with ray (4bf14e7)
  • clean: revise _init.py (02ede81)
  • clean: add doc of clean GUI (5e2f38a)
  • eda.plot: add pagination for plot (c4cd4b9)
  • eda.create_report: remove old doc file (e1153cb)
  • eda.create_report: convert rst docs file to ipynb and add additional docs for variables sort (bf39a56)
  • eda: add doc for getting imdt result (6fbcfe4)
  • eda: add the doc of run dataprep.eda on Hadoop yarn (628686d)

Contributors this release 🏆

The following users contributed code to DataPrep since the last release.

🎉🎉 Thank you! 🎉🎉

Assets 4
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v0.4.3

31 Mar 22:33
@github-actions github-actions
v0.4.3
a1a1c29
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v0.4.3

Bugfixes 🐛

  • eda: fixed create_report browser sort rendering issue, returned context values directly instead of selecting by css class (331a964)
  • eda: report for empty df (485e58d)
  • eda: plot_diff when columns are not aligned (7e53dbf)
  • eda: scipy version issue (8798a14)
  • eda: na column name when upgrade dask (43fdd1a)
  • eda: pd grouper issue when upgrade dask (761c445)
  • clean: delete abundant print (0e072a8)
  • eda.plot: fix display issue in notebook (6ed13b0)
  • eda.plot: fix pagination styling issues (8396f2d)
  • eda: restyled plots into same row, set height + width of plots to be same (c6ffcd4)
  • eda: interaction error in report for cat-only df (e60239a)
  • eda: fix cat-cat error (94f70ef)
  • eda: fix stat layout issue (5bb535d)
  • eda.create_report: fix display issue in notebook (487659f)
  • clean: remove usaddress library (c192ab4)
  • clean: fix the bug of am, pm (4c3b231)
  • clean: fix the bug of am, pm (caf2b37)
  • eda: fixed issue where plots weren't rendering twice (fd3fd57)
  • eda: wordcloud setting in terminal (0090169)

Features ✨

  • eda: added sorting feature for create_diff_report (8b187a6)
  • eda: add running total for time series test (d094072)
  • eda: add create_db_report submodule (9784cce)
  • eda.plot: add pagination threshold and add auto jump in pagination navigation (cfdd0de)
  • eda.create_report: add sort by approximate unique (5738db2)
  • eda: add sort variables by alphabetical and missing (fb93493)
  • clean: New version of GUI (6828807)
  • eda: enriched show details tab by adding plots and overview statistics (eeb210d)

Code Quality + Testing 💯

  • eda: add tests for intermediate compute functions (700add7)

Documentation 📃

  • clean: revise _init.py (02ede81)
  • clean: add doc of clean GUI (5e2f38a)
  • eda.plot: add pagination for plot (c4cd4b9)
  • eda.create_report: remove old doc file (e1153cb)
  • eda.create_report: convert rst docs file to ipynb and add additional docs for variables sort (bf39a56)
  • eda: add doc for getting imdt result (6fbcfe4)
  • eda: add the doc of run dataprep.eda on Hadoop yarn (628686d)

Contributors this release 🏆

The following users contributed code to DataPrep since the last release.

🎉🎉 Thank you! 🎉🎉

Assets 4
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v0.4.2

21 Feb 23:18
@github-actions github-actions
v0.4.2
c6bc677
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v0.4.2

Bugfixes 🐛

  • eda: na column name when upgrade dask (43fdd1a)
  • eda: pd grouper issue when upgrade dask (761c445)
  • clean: delete abundant print (0e072a8)
  • eda.plot: fix display issue in notebook (6ed13b0)
  • eda.plot: fix pagination styling issues (8396f2d)
  • eda: restyled plots into same row, set height + width of plots to be same (c6ffcd4)
  • eda: interaction error in report for cat-only df (e60239a)
  • eda: fix cat-cat error (94f70ef)
  • eda: fix stat layout issue (5bb535d)
  • eda.create_report: fix display issue in notebook (487659f)
  • clean: remove usaddress library (c192ab4)
  • clean: fix the bug of am, pm (4c3b231)
  • clean: fix the bug of am, pm (caf2b37)
  • eda: fixed issue where plots weren't rendering twice (fd3fd57)
  • eda: wordcloud setting in terminal (0090169)

Features ✨

  • eda.plot: add pagination threshold and add auto jump in pagination navigation (cfdd0de)
  • eda.create_report: add sort by approximate unique (5738db2)
  • eda: add sort variables by alphabetical and missing (fb93493)
  • clean: New version of GUI (6828807)
  • eda: enriched show details tab by adding plots and overview statistics (eeb210d)

Code Quality + Testing 💯

  • eda: add tests for intermediate compute functions (700add7)

Documentation 📃

  • clean: add doc of clean GUI (5e2f38a)
  • eda.plot: add pagination for plot (c4cd4b9)
  • eda.create_report: remove old doc file (e1153cb)
  • eda.create_report: convert rst docs file to ipynb and add additional docs for variables sort (bf39a56)
  • eda: add doc for getting imdt result (6fbcfe4)
  • eda: add the doc of run dataprep.eda on Hadoop yarn (628686d)

Contributors this release 🏆

The following users contributed code to DataPrep since the last release.

🎉🎉 Thank you! 🎉🎉

Assets 4
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0.4.1

25 Nov 18:09
@wangxiaoying wangxiaoying
v0.4.1
4032acb
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0.4.1

v0.4.1

Bugfixes 🐛

  • eda: stat layout in plot (946319f)
  • eda: fix display in plot(df) (c11bb94)
  • eda: report for pandas extension type (2cbb387)
  • eda: fix saving imdt as json file (5ee6529)

Features ✨

  • clean: Add wiki and simple GUI(7f4ab12)
  • eda: added overview and variables section for create_diff_report (dc4cf7d)
  • eda: add categorical interaction in create_report (7f13cd5)

Code Quality + Testing 💯

  • eda: added basic automated tests (3a0653e)

Documentation 📃

  • eda: link creete_diff_report to intro (05d9850)
  • eda: added docs for create_diff_report (d8fc9d4)
  • eda: enrich parameters in report (3d0a148)

Contributors this release 🏆

The following users contributed code to DataPrep since the last release.

🎉🎉 Thank you! 🎉🎉

Assets 4
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0.4.0

26 Oct 17:27
@jinglinpeng jinglinpeng
v0.4.0
d76f1f5
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0.4.0

v0.4.0

Bugfixes 🐛

  • eda: fix string type (b7e3321)
  • eda: fix value table display (57281bc)
  • eda: remove imdt output from plot (5c227e1)
  • eda: adjusted save report method to accept one parameter (4ceefcc)
  • eda: clean config code and fix scatter sample param (8ab27f9)
  • plot_diff: fix ci issue (44ce81c)
  • clean: clean_duplication issue 646 (ca9f708)
  • eda: fix category type error (9750694)

Features ✨

  • eda: refactored code and added density parameter to plot_diff(df) (323ae6b)
  • eda: save imdt as json file (7867386)
  • connector: integrate connectorx into connector (106457e, a64e356, 9f89d3b)
  • clean: add clean_ml function (909cd19)
  • clean: add multiple clean functions for number types (3c05be5)
  • eda.diff: add plot_diff([df1..dfn], continuous) (3bfb4f5)
  • clean: support conversion into packed binary format in clean_ip (7e30f93, 37a83b0)

Code Quality + Testing 💯

  • eda: add densify test and doc for diff (f8d2054)
  • eda: add test for config (ab3172f)

Performance 🚀

  • clean: update documentation of clean_duplication (50f90fa)

Documentation 📃

  • clean: change the introduction (862b447)
  • eda: change eda colab position (ce25b17, d00b0bd)
  • clean: add documentation for multiple clean functions for number types (732480f)
  • clean: add documentation for clean_ml function (0c139db)
  • eda: scattter.sample_rate added to documentation (549b319)
  • eda: fix plot show (0b40a40)
  • readme: add benchmark link (e807f79)
  • readme: small text change on clean and connector (e193a6a)
  • readme: fix titanc link (29cc06c)

Contributors this release 🏆

The following users contributed code to DataPrep since the last release.

🎉🎉 Thank you! 🎉🎉

Assets 4
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v0.3.0

20 May 05:48
@dovahcrow dovahcrow
v0.3.0
e42c8fa
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v0.3.0

v0.3.0

Bugfixes 🐛

  • eda: fix long name in missing heatmap (f6cc399)
  • connector: fix bug in url_path_params (c95a7ff)
  • eda: fix NA and int viz issue in plot_diff (ef36d5a)
  • eda: fix missing for SmallCard and DateTime type (201e487)
  • eda: fix create_report for dask csv (93e8567)
  • clean: fix mixesd up formats of date in one column (e295695)
  • eda: fixed uncaught dtype and long var names (24f0295)
  • eda: fix correlation of num columns with small distinct values (9959b78)
  • eda: fix issue with dataframe of one column (910bb71)
  • eda: add geopoint in type count (94cbca2)
  • eda: fixed uncaught dtype exceptions (d301eb7)
  • eda: fix str transform with small distinct as categorical (65e7f90)
  • eda: fix na values display issue (1ce5775)
  • eda: keep na when preprocess df (17d8219)
  • clean: fix returned df_clean in clean_dupl (180e6ad)
  • clean: escape apostrophes in code exported by clean_dupl (e6ea7e9)
  • eda: fixed endless loop and UI issues (69779cd)
  • eda: fix insight error (9ad4e26)
  • eda: suppress warnings for missing and report (df2a1e7)
  • eda: fix insights of plot_correlation (f0ca5f4)
  • eda: suppress warnings of progress bar and dask (ca8da4e)
  • eda.create_report: fix constant column error (160844a)
  • docs: fix docs of clean_df (38dd4b2)
  • clean: remove unneeded replace in clean_dupl (51c02cd)
  • eda: fixed bugs come with random generated datasets (53ecf76)
  • eda: fix bugs in log transformation (209d7d0)
  • eda: fixed and optimized css layouts (58e1b18)
  • clean: fix bug in validate_country (28068d4)
  • eda: fix column name and index related issues (40a89b9)
  • eda: variables can be none (325b090)
  • connector: path to new config repo (59603e5)
  • clean: lat_long regex not match a date format (49d3d22)
  • eda.distribution: highlight variable names (998b176)
  • eda: fix the error of numerical cell in object column (91c4f9d)
  • eda.distribution: box plot with object dtype (a37e9f2)
  • clean: add comma after street suffix or name (e7655db)
  • clean: cast values as str in validate funcs (8e1b459)

Features ✨

  • clean: tuple of input formats for clean_country() (6bc6551)
  • clean: add clean_text function (55d3ae9)
  • eda: change color of geo map (1dbcddb)
  • clean: add clean_currency function (deb5593)
  • clean: add clean_df() function (b750284)
  • type: detect column as categorical for small unique values (4696e59)
  • eda: add geo_plot function (bbe64ec)
  • eda: create_report UI improvement (c849b01)
  • eda: added new function plot_diff (79523c3)
  • connector: allow parameters appear in url path (5adaf30)
  • eda: value frequency table (bc37b79)
  • eda: create_report UI improvement (72a0ca9)
  • clean: add clean_duplication() function (98ff38d)
  • clean: support letters in clean_phone (25d163b)
  • eda: specify colors in plot(df), plot(df, x) (33fa36e)
  • connector: add functionality that lists supported websites (88187e1)
  • clean: add clean_address function (e839ecd)
  • clean: add clean_headers function (40742a1)
  • eda: parameter management and how-to guide (d2e8b10)
  • clean: add clean_date function (6aa6410)
  • create_report: add tabs for correlation and missing (6dc568b)

Code Quality + Testing 💯

  • eda: add test for geo point (943033a)
  • eda: add dataset test for report (0de5208)
  • eda: add test of random df (68239f0)
  • clean: add tests for clean_duplication() (a4b9d32)
  • eda: add random data generator (e83f95b)
  • clean: add tests for clean_headers (0aca076)
  • eda: add test case of object column with numerical cell (5783984)
  • clean) : add tests for clean_date and validate_date (812dbb8)

Performance 🚀

  • eda: optimize df preprocess and performance of create_report (e7eb182)
  • clean: update documentation of clean_date (c540fcc)
  • clean: improve performance of clean_duplication (8fda37e)
  • eda: use approximate nunique (6030064)
  • clean: improve the peformace of clean_email() (176382b)
  • clean: improve performance of clean_date (854329b)

Documentation 📃

  • readme: update video, paper and titanic report for eda (1126dea)
  • eda: replace x, y, z with col1, col2, col3 (57f65b3)
  • clean: add documentation for clean_text (65436b0)
  • eda: add documentation for insights (1e4659b)
  • clean: add documentation for clean_df() (4ecf0d7)
  • eda: update user guide's datasets (2428f98)
  • eda: add documentation for geo plot (3558257)
  • clean: add user guide for clean_duplication (d834e85)
  • clean: fix clean documentation (e3bed2b)
  • connector: revision (23085dd)
  • clean: add documentation for clean_date function (d445f36)
  • connector: add info docs (cb8cb5c)
  • connector: add config file section (f55226e)
  • connector: adding a process overview via DBLP section (5794d6c)
  • connector: remove stale rst files (433fdfe)
  • connector: convert pagination section from rst to ipynb (e4b9ba0)
  • connector: convert authorization section from rst to ipynb (d25af47)
  • connector: change the pointer in index file from connector.rst to introduction.ipynb (218e41c)
  • connector: rewrite introduction and form doc structure (6a87693)
  • connector: update API reference doc (9bed169)
  • clean: improve DataPrep.Clean ReadMe (a0bc96b)
  • eda: update legacy documentations for eda (8f948e0)
  • clean: add documentation for clean_address (4061fca)
  • clean: add documentation for clean_headers (7a9d519)
  • clean: add links from user guide to api ref (182b525)
  • clean: Docstrings for phone and email (47f1e33)
  • datasets: add introduction for datasets (83d42ce)
  • clean: add API reference (68182f6)
  • clean: add documentation for clean_ip function (9da3ed1)
  • connector: add query() section (c904d1f)
  • connector: add connect() section (bff842e)

Contributors this release 🏆

The following users contributed code to DataPrep since the last release.

🎉🎉 Thank you! 🎉🎉

Assets 4
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v0.2.15

06 Jan 02:49
@dovahcrow dovahcrow
v0.2.15
3e2ea20
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v0.2.15

Bugfixes 🐛

  • eda: add test to plot_missing (303a13e)
  • eda: when data size is small using plot_missing (9e59aa0)
  • eda: set encoding to udf when file is opened (f43c1aa)
  • clean: split parameter for clean_phone (f9bb100)
  • connector: config manager checks _meta.json (5c2278d)
  • eda.create_report: univar datetime analysis (4632852)
  • eda.report: encoding and show issue (721ae7b)

Features ✨

  • datasets: add load_dataset and get_dataset_names (2b9e1f9)
  • connector: allow using config from other branches (276afff)
  • connector: from_key parameter validation (bd89ef2)
  • clean: add clean_ip function (3b23270)
  • connector: improve info (2a175a8)
  • eda: enrich plot_correlation (29c444e)
  • clean: implement clean_phone for Canadian/US formats (45d4368)
  • eda: modify doc of plot_missing (489c922)
  • clean: add errors parameter, enhance report for clean_url (aa7ec9c)
  • clean: add clean_url function (2894d0a)
  • eda: add stat. in plot_missing (0f44f15)
  • connector: adding validation for auth params (0a7c712)
  • eda: convert all plot functions to new UI (36f8fa3)
  • connector: update info function documentation (7b6ae53)
  • connector: create display dataframe function (9767cf4)

Code Quality + Testing 💯

  • clean: add tests for clean_ip and validate_ip (fc15682)
  • clean: add tests for clean_url (452dbe8)
  • clean: add tests for clean_phone (fcf7310)
  • clean: add tests for clean_email() (fdd02c6)
  • clean: add tests for clean_country() (8a593fa)
  • clean: add tests for clean_lat_long (aea2602)

Performance 🚀

  • clean: improve the peformace of the clean subpackage (c7c787b)

Documentation 📃

  • README: add link to each section (b687076)
  • README: polish EDA section (fd5ef8c)
  • clean: add documentation for clean_url (bf937f9)
  • clean: add documentation for clean_phone (8165a42)
  • readme: fix the broken image (12e1fa1)
  • readme: add introduction for dataprep.clean (3710037)
  • clean: add docs for clean_country (2163981)
  • eda: modify doc for plot_correlation (b6b377c)

Contributors this release 🏆

The following users contributed code to DataPrep since the last release.

🎉🎉 Thank you! 🎉🎉

Assets 4
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v0.2.14

22 Oct 02:34
@dovahcrow dovahcrow
v0.2.14
4eed89a
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v0.2.14

Bugfixes 🐛

  • eda.plot_missing: new label texts and color mapping (71a95f9)
  • connector: add missing authdef (8b274b9)
  • eda.create_report: handle unhashable dtypes (7743749)

Features ✨

  • connector: remove jsonschema dependency (6f07faf)
  • connector: don't support xml website anymore (fa173a0)
  • connector: simplify generator, add connect (a96d9b3)
  • clean: implement clean_country function (5dea1bd)
  • connector: do not update local config if it already exists (cd675f3)
  • eda: Redesigned layout for plot_missing (c85eaa5)
  • connector: add generator UI (4d1e900)

Performance 🚀

  • eda: optimize plot_missing and plot_corr (b46036d)

Contributors this release 🏆

The following users contributed code to DataPrep since the last release.

🎉🎉 Thank you! 🎉🎉

Assets 4
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v0.2.13

01 Oct 21:43
@dovahcrow dovahcrow
v0.2.13
b91f552
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v0.2.13

Bugfixes 🐛

  • eda: change dtype 'string' to 'object' (8ddddbc)
  • eda: remove unecessary compute (98c4ab0)
  • connector: wrong calculation for pagination (516038b)
  • eda.data_array: handle empty df correctly (97db86d)
  • eda.distribution: fix pie chart insight (d3564a6)
  • eda.distribution: delay scipy computations (89fafae)
  • eda.correlation: wrong mask calculation (8ebe9cc)
  • eda.plot: fixed wordcloud, all nan column (ce762d5)

Features ✨

  • connector: implement authorization code (e6838ca)
  • connector: full text search _q to be a universal parameter (947584a)
  • cleaning: add clean_email() function (4658a20)
  • connector: implement generator (7a93ea0)
  • connector: add token based pagination (5ec6e00)
  • connector: implement page pagination (02c93b4)
  • connector: implement header authentication (d879c20)
  • connector: use pydantic for schema (dff0844)
  • connector: rename pagination types (500ce13)
  • cleaning: add report parameter for clean_lat_long (f0af621)
  • connector: Parameter check when calling query() (0db7a16)
  • eda: support series as the input (bad6a87)
  • eda.plot: Redesigned layout for plot(df, x) (04c7fd5)
  • cleaning: clean latitude, longitude coordinates (93927a9)
  • eda.report: allow disabling the progress bar (2a90f7f)
  • eda.correlation: move nan corr values to the bottom (4bba52e)
  • eda: add progress bar for dask local scheduler (e13257c)
  • eda.plot: increase # of bins and ngroups (f78cfae)

Performance 🚀

  • eda.plot: changed drop_null to dropna (0a7fe56)
  • eda.missing: use DataArray (fb69ea1)
  • eda.plot: optimize bivariate computations (031748e)
  • eda: improve progress bar performance (64be889)
  • eda.correlation: increase the performance (3575aac)
  • eda.correlation: performance tuning (68471e5)

Documentation 📃

  • cleaning: add documentation for clean_email() (5bc3770)
  • cleaning: update clean_lat_long docs (d698a10)
  • cleaning: add documentation for clean_lat_long (eaba8c7)

Contributors this release 🏆

The following users contributed code to DataPrep since the last release.

🎉🎉 Thank you! 🎉🎉

Assets 4
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