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@dovahcrow dovahcrow released this 20 May 05:48
· 277 commits to develop since this release
v0.3.0
e42c8fa

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