Changelogs » Dataprep

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Dataprep

0.4.1

Bugfixes 🐛
  * eda: stat layout in plot (946319f7)
  * eda: fix display in plot(df) (c11bb94c)
  * eda: report for pandas extension type (2cbb3873)
  * eda: fix saving imdt as json file (5ee6529f)
  
  Features ✨
  * clean: Add wiki and simple GUI(7f4ab12a)
  * eda: added overview and variables section for create_diff_report (dc4cf7da)
  * eda: add categorical interaction in create_report (7f13cd57)
  
  Code Quality + Testing 💯
  * eda: added basic automated tests (3a0653e0)
  
  Documentation 📃
  * eda: link creete_diff_report to intro (05d9850b)
  * eda: added docs for create_diff_report (d8fc9d4b)
  * eda: enrich parameters in report (3d0a148a)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * Devin Lu \<ludevinlsfu.ca\>
  * Jinglin Peng \<jlpengcsgmail.com\>
  * qidanrui \<qidanruigmail.com\>
  * waterpine \<songbianzju.edu.cn\>
  * Weiyuan Wu \<youngwsfu.ca\>
  * Xiaoying Wang \<xiaoying_wangsfu.ca\> (First time contributor) ⭐️
  * Xiaoying Wang \<wangxiaoying0369gmail.com\>
  
  🎉🎉 Thank you! 🎉🎉

0.4.0

Bugfixes 🐛
  * eda: fix string type (b7e3321f)
  * eda: fix value table display (57281bc2)
  * eda: remove imdt output from plot (5c227e15)
  * eda: adjusted save report method to accept one parameter (4ceefcc1)
  * eda: clean config code and fix scatter sample param (8ab27f92)
  * plot_diff: fix ci issue (44ce81cf)
  * clean: clean_duplication issue 646 (ca9f7085)
  * eda: fix category type error (9750694a)
  
  Features ✨
  * eda: refactored code and added density parameter to plot_diff(df) (323ae6b0)
  * eda: save imdt as json file (78673867)
  * connector: integrate connectorx into connector (106457e3, a64e3563, 9f89d3bf)
  * clean: add clean_ml function (909cd196)
  * clean: add multiple clean functions for number types (3c05be58)
  * eda.diff: add plot_diff([df1..dfn], continuous) (3bfb4f57)
  * clean: support conversion into packed binary format in clean_ip (7e30f93f, 37a83b03)
  
  Code Quality + Testing 💯
  * eda: add densify test and doc for diff (f8d2054d)
  * eda: add test for config (ab3172f5)
  
  Performance 🚀
  * clean: update documentation of clean_duplication (50f90fa9)
  
  Documentation 📃
  * clean: change the introduction (862b4478)
  * eda: change eda colab position (ce25b17d, d00b0bd5)
  * clean: add documentation for multiple clean functions for number types (732480f1)
  * clean: add documentation for clean_ml function (0c139db6)
  * eda: scattter.sample_rate added to documentation (549b3193)
  * eda: fix plot show (0b40a40f)
  * readme: add benchmark link (e807f798)
  * readme: small text change on clean and connector (e193a6a7)
  * readme: fix titanc link (29cc06cc)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * Devin Lu \<devinlluhotmail.com\> (First time contributor) ⭐️
  * dylanzxc \<zca92sfu.ca\>
  * Jinglin Peng \<jlpengcsgmail.com\>
  * Noir Tree \<2515744793qq.com\> (First time contributor) ⭐️
  * pwwang \<1188067+pwwangusers.noreply.github.com\> (First time contributor) ⭐️
  * qidanrui \<qidanruigmail.com\>
  * sahmad11 \<53022377+sahmad11users.noreply.github.com\> (First time contributor) ⭐️
  * waterpine \<songbianzju.edu.cn\>
  * Weiyuan Wu \<youngwsfu.ca\>
  * Xiaoying Wang \<wangxiaoying0369gmail.com\> (First time contributor) ⭐️
  
  🎉🎉 Thank you! 🎉🎉

0.3.0

Bugfixes 🐛
  * eda: fix long name in missing heatmap (f6cc399e)
  * connector: fix bug in url_path_params (c95a7ff1)
  * eda: fix NA and int viz issue in plot_diff (ef36d5ac)
  * eda: fix missing for SmallCard and DateTime type (201e487b)
  * eda: fix create_report for dask csv (93e85673)
  * clean: fix mixesd up formats of date in one column (e2956956)
  * eda: fixed uncaught dtype and long var names (24f0295e)
  * eda: fix correlation of num columns with small distinct values (9959b78a)
  * eda: fix issue with dataframe of one column (910bb71a)
  * eda: add geopoint in type count (94cbca23)
  * eda: fixed uncaught dtype exceptions (d301eb75)
  * eda: fix str transform with small distinct as categorical (65e7f907)
  * eda: fix na values display issue (1ce5775e)
  * eda: keep na when preprocess df (17d82191)
  * clean: fix returned df_clean in clean_dupl (180e6ad2)
  * clean: escape apostrophes in code exported by clean_dupl (e6ea7e97)
  * eda: fixed endless loop and UI issues (69779cd6)
  * eda: fix insight error (9ad4e26b)
  * eda: suppress warnings for missing and report (df2a1e70)
  * eda: fix insights of plot_correlation (f0ca5f41)
  * eda: suppress warnings of progress bar and dask (ca8da4e1)
  * eda.create_report: fix constant column error (160844ad)
  * docs: fix docs of clean_df (38dd4b2a)
  * clean: remove unneeded replace in clean_dupl (51c02cdd)
  * eda: fixed bugs come with random generated datasets (53ecf76c)
  * eda: fix bugs in log transformation (209d7d0c)
  * eda: fixed and optimized css layouts (58e1b18f)
  * clean: fix bug in validate_country (28068d46)
  * eda: fix column name and index related issues (40a89b91)
  * eda: variables can be none (325b0904)
  * connector: path to new config repo (59603e5b)
  * clean: lat_long regex not match a date format (49d3d227)
  * eda.distribution: highlight variable names (998b1762)
  * eda: fix the error of numerical cell in object column (91c4f9df)
  * eda.distribution: box plot with object dtype (a37e9f21)
  * clean: add comma after street suffix or name (e7655db9)
  * clean: cast values as str in validate funcs (8e1b459a)
  
  Features ✨
  * clean: tuple of input formats for clean_country() (6bc65513)
  * clean: add clean_text function (55d3ae95)
  * eda: change color of geo map (1dbcddbf)
  * clean: add clean_currency function (deb55938)
  * clean: add clean_df() function (b750284f)
  * type: detect column as categorical for small unique values (4696e598)
  * eda: add geo_plot function (bbe64ec2)
  * eda: create_report UI improvement (c849b013)
  * eda: added new function plot_diff (79523c30)
  * connector: allow parameters appear in url path (5adaf301)
  * eda: value frequency table (bc37b794)
  * eda: create_report UI improvement (72a0ca95)
  * clean: add clean_duplication() function (98ff38d0)
  * clean: support letters in clean_phone (25d163b3)
  * eda: specify colors in plot(df), plot(df, x) (33fa36ea)
  * connector: add functionality that lists supported websites (88187e18)
  * clean: add clean_address function (e839ecd3)
  * clean: add clean_headers function (40742a19)
  * eda: parameter management and how-to guide (d2e8b10a)
  * clean: add clean_date function (6aa6410e)
  * create_report: add tabs for correlation and missing (6dc568b5)
  
  Code Quality + Testing 💯
  * eda: add test for geo point (943033a6)
  * eda: add dataset test for report (0de5208b)
  * eda: add test of random df (68239f03)
  * clean: add tests for clean_duplication() (a4b9d32b)
  * eda: add random data generator (e83f95b3)
  * clean: add tests for clean_headers (0aca076e)
  * eda: add test case of object column with numerical cell (57839841)
  * clean) : add tests for clean_date and validate_date (812dbb8d)
  
  Performance 🚀
  * eda: optimize df preprocess and performance of create_report (e7eb182f)
  * clean: update documentation of clean_date (c540fcc7)
  * clean: improve performance of clean_duplication (8fda37e8)
  * eda: use approximate nunique (60300644)
  * clean: improve the peformace of clean_email() (176382bc)
  * clean: improve performance of clean_date (854329ba)
  
  Documentation 📃
  * readme: update video, paper and titanic report for eda (1126dea8)
  * eda: replace x, y, z with col1, col2, col3 (57f65b30)
  * clean: add documentation for clean_text (65436b06)
  * eda: add documentation for insights (1e4659be)
  * clean: add documentation for clean_df() (4ecf0d71)
  * eda: update user guide's datasets (2428f98e)
  * eda: add documentation for geo plot (3558257c)
  * clean: add user guide for clean_duplication (d834e857)
  * clean: fix clean documentation (e3bed2ba)
  * connector: revision (23085dd3)
  * clean: add documentation for clean_date function (d445f36a)
  * connector: add info docs (cb8cb5c5)
  * connector: add config file section (f55226ea)
  * connector: adding a process overview via DBLP section (5794d6c8)
  * connector: remove stale rst files (433fdfe4)
  * connector: convert pagination section from rst to ipynb (e4b9ba0c)
  * connector: convert authorization section from rst to ipynb (d25af473)
  * connector: change the pointer in index file from connector.rst to introduction.ipynb (218e41c6)
  * connector: rewrite introduction and form doc structure (6a876937)
  * connector: update API reference doc (9bed1694)
  * clean: improve DataPrep.Clean ReadMe (a0bc96b0)
  * eda: update legacy documentations for eda (8f948e05)
  * clean: add documentation for clean_address (4061fca3)
  * clean: add documentation for clean_headers (7a9d519c)
  * clean: add links from user guide to api ref (182b5254)
  * clean: Docstrings for phone and email (47f1e33d)
  * datasets: add introduction for datasets (83d42cee)
  * clean: add API reference (68182f6a)
  * clean: add documentation for clean_ip function (9da3ed1e)
  * connector: add query() section (c904d1fc)
  * connector: add connect() section (bff842ed)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * andy \<insunshinelove.com\> (First time contributor) ⭐️
  * AndyWangSFU \<zwa117sfu.ca\> (First time contributor) ⭐️
  * atol \<alicelinlcgmail.com\>
  * Brandon Lockhart \<brandon_lockhartsfu.ca\>
  * dylanzxc \<zca92sfu.ca\>
  * eutialia \<devebon.network\>
  * Jinglin Peng \<jlpengcsgmail.com\>
  * jinglinpeng \<jlpengcsgmail.com\>
  * Lakshay-sethi \<58126894+Lakshay-sethiusers.noreply.github.com\> (First time contributor) ⭐️
  * nzrymiak \<nzrymiaksfu.ca\>
  * peiwangdb \<pennyiscomputinggmail.com\>
  * peterirani \<peshotan_iranisfu.ca\> (First time contributor) ⭐️
  * qidanrui \<qidanruigmail.com\> (First time contributor) ⭐️
  * ryanwdale \<ryanwdalegmail.com\>
  * waterpine \<songbianzju.edu.cn\>
  * Weiyuan Wu \<youngwsfu.ca\>
  * Yi Xie \<zjuxyeegmail.com\>
  * yuzhenmao \<harrymao666gmail.com\>
  * yuzhenmao \<57878927+yuzhenmaousers.noreply.github.com\>
  * yxie66 \<zjuxyeegmail.com\>
  * zhixuan_chi \<zca92sfu.ca\>
  
  🎉🎉 Thank you! 🎉🎉

0.2.15

Bugfixes 🐛
  * eda: add test to plot_missing (303a13e6)
  * eda: when data size is small using plot_missing (9e59aa00)
  * eda: set encoding to udf when file is opened (f43c1aa2)
  * clean: split parameter for clean_phone (f9bb1003)
  * connector: config manager checks  _meta.json (5c2278de)
  * eda.create_report: univar datetime analysis (4632852a)
  * eda.report: encoding and show issue (721ae7be)
  
  Features ✨
  * datasets: add load_dataset and get_dataset_names (2b9e1f95)
  * connector: allow using config from other branches (276afff3)
  * connector: from_key parameter validation (bd89ef29)
  * clean: add clean_ip function (3b232708)
  * connector: improve info (2a175a82)
  * eda: enrich plot_correlation (29c444e2)
  * clean: implement clean_phone for Canadian/US formats (45d43682)
  * eda: modify doc of plot_missing (489c9220)
  * clean: add errors parameter, enhance report for clean_url (aa7ec9cb)
  * clean: add clean_url function (2894d0a0)
  * eda: add stat. in plot_missing (0f44f153)
  * connector: adding validation for auth params (0a7c712d)
  * eda: convert all plot functions to new UI (36f8fa3e)
  * connector: update info function documentation (7b6ae530)
  * connector: create display dataframe function (9767cf47)
  
  Code Quality + Testing 💯
  * clean: add tests for clean_ip and validate_ip (fc156829)
  * clean: add tests for clean_url (452dbe8f)
  * clean: add tests for clean_phone (fcf73106)
  * clean: add tests for clean_email() (fdd02c62)
  * clean: add tests for clean_country() (8a593fa6)
  * clean: add tests for clean_lat_long (aea26025)
  
  Performance 🚀
  * clean: improve the peformace of the clean subpackage (c7c787bd)
  
  Documentation 📃
  * README: add link to each section (b687076a)
  * README: polish EDA section (fd5ef8c4)
  * clean: add documentation for clean_url (bf937f9d)
  * clean: add documentation for clean_phone (8165a428)
  * readme: fix the broken image (12e1fa16)
  * readme: add introduction for dataprep.clean (3710037d)
  * clean: add docs for clean_country (21639814)
  * eda: modify doc for plot_correlation (b6b377c9)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * atol \<alicelinlcgmail.com\>
  * Brandon Lockhart \<brandon_lockhartsfu.ca\>
  * eutialia \<devebon.network\>
  * Jinglin Peng \<jlpengcsgmail.com\>
  * jinglinpeng \<jlpengcsgmail.com\> (First time contributor) ⭐️
  * Juan Ospina \<jospinasfu.ca\> (First time contributor) ⭐️
  * nzrymiak \<nzrymiaksfu.ca\> (First time contributor) ⭐️
  * pallavib \<pallavibsfu.ca\>
  * peiwangdb \<pennyiscomputinggmail.com\>
  * Peshotan Irani \<peshotan_iranisfu.ca\>
  * peterirani \<peshotaniranigmail.com\>
  * ryanwdale \<ryanwdalegmail.com\>
  * waterpine \<songbianzju.edu.cn\>
  * Weiyuan Wu \<youngwsfu.ca\>
  * Yi Xie \<zjuxyeegmail.com\>
  * yuzhenmao \<harrymao666gmail.com\> (First time contributor) ⭐️
  * yxie66 \<zjuxyeegmail.com\>
  
  🎉🎉 Thank you! 🎉🎉

0.2.14

Bugfixes 🐛
  * eda.plot_missing: new label texts and color mapping (71a95f91)
  * connector: add missing authdef (8b274b92)
  * eda.create_report: handle unhashable dtypes (77437491)
  
  Features ✨
  * connector: remove jsonschema dependency (6f07faf9)
  * connector: don't support xml website anymore (fa173a06)
  * connector: simplify generator, add connect (a96d9b3c)
  * clean: implement clean_country function (5dea1bde)
  * connector: do not update local config if it already exists (cd675f30)
  * eda: Redesigned layout for plot_missing (c85eaa5d)
  * connector: add generator UI (4d1e9004)
  
  Performance 🚀
  * eda: optimize plot_missing and plot_corr (b46036dc)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * Brandon Lockhart \<brandon_lockhartsfu.ca\>
  * eutialia \<devebon.network\>
  * Jinglin Peng \<jlpengcsgmail.com\>
  * Pallavi Bharadwaj \<pallavibsfu.ca\>
  * pallavib \<pallavibsfu.ca\>
  * ryanwdale \<ryanwdalegmail.com\> (First time contributor) ⭐️
  * Weiyuan Wu \<youngwsfu.ca\>
  
  🎉🎉 Thank you! 🎉🎉

0.2.13

Bugfixes 🐛
  * eda: change dtype 'string' to 'object' (8ddddbcf)
  * eda: remove unecessary compute (98c4ab0c)
  * connector: wrong calculation for pagination (516038b9)
  * eda.data_array: handle empty df correctly (97db86d7)
  * eda.distribution: fix pie chart insight (d3564a6f)
  * eda.distribution: delay scipy computations (89fafaec)
  * eda.correlation: wrong mask calculation (8ebe9cc0)
  * eda.plot: fixed wordcloud, all nan column (ce762d55)
  
  Features ✨
  * connector: implement authorization code (e6838ca1)
  * connector: full text search _q to be a universal parameter (947584ab)
  * cleaning: add clean_email() function (4658a208)
  * connector: implement generator (7a93ea0e)
  * connector: add token based pagination (5ec6e00c)
  * connector: implement page pagination (02c93b4e)
  * connector: implement header authentication (d879c207)
  * connector: use pydantic for schema (dff08442)
  * connector: rename pagination types (500ce130)
  * cleaning: add report parameter for clean_lat_long (f0af6212)
  * connector: Parameter check when calling query() (0db7a16b)
  * eda: support series as the input (bad6a873)
  * eda.plot: Redesigned layout for plot(df, x) (04c7fd55)
  * cleaning: clean latitude, longitude coordinates (93927a98)
  * eda.report: allow disabling the progress bar (2a90f7f3)
  * eda.correlation: move nan corr values to the bottom (4bba52e0)
  * eda: add progress bar for dask local scheduler (e13257c8)
  * eda.plot: increase  of bins and ngroups (f78cfaef)
  
  Performance 🚀
  * eda.plot: changed drop_null to dropna (0a7fe56d)
  * eda.missing: use DataArray (fb69ea1b)
  * eda.plot: optimize bivariate computations (031748e9)
  * eda: improve progress bar performance (64be8895)
  * eda.correlation: increase the performance (3575aac4)
  * eda.correlation: performance tuning (68471e50)
  
  Documentation 📃
  * cleaning: add documentation for clean_email() (5bc37706)
  * cleaning: update clean_lat_long docs (d698a10e)
  * cleaning: add documentation for clean_lat_long (eaba8c71)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * atol \<alicelinlcgmail.com\> (First time contributor) ⭐️
  * Brandon Lockhart \<brandon_lockhartsfu.ca\>
  * eutialia \<devebon.network\>
  * Jinglin Peng \<jlpengcsgmail.com\>
  * jospina \<jospinasfu.ca\> (First time contributor) ⭐️
  * Pallavi Bharadwaj \<pallavibsfu.ca\>
  * pallavib \<pallavibsfu.ca\> (First time contributor) ⭐️
  * peiwangdb \<pennyiscomputinggmail.com\>
  * rwdale \<ryan_dalesfu.ca\> (First time contributor) ⭐️
  * Weiyuan Wu \<youngwsfu.ca\>
  * Yi Xie \<zjuxyeegmail.com\> (First time contributor) ⭐️
  * yuzhenmao \<57878927+yuzhenmaousers.noreply.github.com\> (First time contributor) ⭐️
  * yxie66 \<zjuxyeegmail.com\>
  
  🎉🎉 Thank you! 🎉🎉

0.2.12

Bugfixes 🐛
  * eda.create_report: optional dependency on ipython (75542cda)
  
  Features ✨
  * eda.plot: add plot(df, x) insights (090d2f33)
  * connector: early return when df is empty for multi page (99fd5164)
  * eda.plot: Redesigned layout for plot(df) (5baebcb2)
  * eda.plot: Add auto insights (f176e9f8)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * Brandon Lockhart \<brandon_lockhartsfu.ca\>
  * eutialia \<devebon.network\> (First time contributor) ⭐️
  * pei wang \<pennyiscomputinggmail.com\>
  * peterirani \<peshotaniranigmail.com\>
  * Weiyuan Wu \<youngwsfu.ca\>
  * zhixuan_chi \<zca92sfu.ca\>
  
  🎉🎉 Thank you! 🎉🎉

0.2.11

Bugfixes 🐛
  * eda: fix holoview palette deprecation warning (b5b27d36)
  * eda.correlation: truncate axis tick values (ed6ef8c6)
  
  Features ✨
  * eda.create_report: new report object for saving and showing report (66fefd59)
  * eda.plot_missing: add dendrogram for plot_missing (1e11d5c5)
  * eda.config: add config class (f2bc8c50)
  
  Performance 🚀
  * eda.plot: optimize plot() by tweaking dask (54b6f667)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * Brandon Lockhart \<brandon_lockhartsfu.ca\>
  * eutialia \<lhinaoxgmail.com\>
  * Jinglin Peng \<jlpengcsgmail.com\>
  * kla55 \<65270679+kla55users.noreply.github.com\>
  * Pallavi Bharadwaj \<pallavibsfu.ca\>
  * peiwangdb \<pennyiscomputinggmail.com\>
  * Peshotan Irani \<peshotan_iranisfu.ca\>
  * Weiyuan Wu \<youngwsfu.ca\>
  
  🎉🎉 Thank you! 🎉🎉

0.2.10

Bugfixes 🐛
  * eda.create_report: updated key name (80405159)
  
  Features ✨
  * eda: add show_browser function (04cf7306)
  * eda: add a drop_null function (11acb3e0)
  
  Code Quality + Testing 💯
  * eda.create_report: added test script for create_report function (c88a6eb2)
  
  Performance 🚀
  * eda: optimize plot_missing performance by tweaking dask (d7669779)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * Brandon Lockhart \<brandon_lockhartsfu.ca\>
  * eutialia \<lhinaoxgmail.com\>
  * Jinglin Peng \<jlpengcsgmail.com\>
  * peterirani \<peshotaniranigmail.com\> (First time contributor) ⭐️
  * Weiyuan Wu \<youngwsfu.ca\>
  * Weiyuan Wu \<doomsplayergmail.com\>
  * zhixuan_chi \<zca92sfu.ca\>
  
  🎉🎉 Thank you! 🎉🎉

0.2.9

Bugfixes 🐛
  * eda: deal with no missing df for plot_missing (9d4d39b6)
  * eda.plot: kde yaxis tick locations (7c48fe14)
  * eda: display inside Google Colab (e61d16cf)
  
  Features ✨
  * data_connector: adding support for authorization type TokenParam (c59480c8)
  
  Code Quality + Testing 💯
  * data_connector: add test for QueryParam auth (818891e1)
  
  Documentation 📃
  * eda: update plot_missing doc (4ee03afa)
  * data_connector: Example notebook for YouTube usage (5ae4283b)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * Brandon Lockhart \<brandon_lockhartsfu.ca\>
  * eutialia \<lhinaoxgmail.com\>
  * Jinglin Peng \<jlpengcsgmail.com\>
  * Korakot Chaovavanich \<korakotgmail.com\> (First time contributor) ⭐️
  * Pallavi Bharadwaj \<pallavibsfu.ca\>
  * Weiyuan Wu \<doomsplayergmail.com\>
  * Weiyuan Wu \<youngwsfu.ca\>
  
  🎉🎉 Thank you! 🎉🎉

0.2.8

Bugfixes 🐛
  * eda.plot: fix wordcloud and change the stats layout (7fe25c74)
  
  Documentation 📃
  * data_connector_example: Example to fetch and anaylze tweets (e1d97d7a)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * Peshotan Irani \<peshotan_iranisfu.ca\> (First time contributor) ⭐️
  * Weiyuan Wu \<youngwsfu.ca\>
  * zhixuan_chi \<zca92sfu.ca\>
  
  🎉🎉 Thank you! 🎉🎉

0.2.7

Bugfixes 🐛
  * eda: fix the plot doesn't show up (b72770a6)
  
  Features ✨
  * eda.plot: support text analysis (21ef6293)
  
  Documentation 📃
  * data_connector: Twitter usage example notebook (a698811f)
  * data_connector: documentation update (8977f757)
  * data_connector: documentation update (8fc30940)
  * data_connector: documentation update (0bd70b7a)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * Jinglin Peng \<jlpengcsgmail.com\>
  * kla55 \<65270679+kla55users.noreply.github.com\>
  * Pallavi Bharadwaj \<pallavibsfu.ca\> (First time contributor) ⭐️
  * peiwangdb \<pennyiscomputinggmail.com\>
  * root \<rootDESKTOP-KKUD8T7.localdomain\>
  * Sanjana12111994 \<rootDESKTOP-KKUD8T7.localdomain\> (First time contributor) ⭐️
  * Weiyuan Wu \<doomsplayergmail.com\>
  * Weiyuan Wu \<youngwsfu.ca\>
  * zhixuan_chi \<zca92sfu.ca\> (First time contributor) ⭐️
  
  🎉🎉 Thank you! 🎉🎉

0.2.6

Bugfixes 🐛
  * eda.basic: fixed kde calculation (a6e58e94)
  
  Features ✨
  * eda: notebook with code from dvsp blog post (bfd06b89)
  * eda.basic: added time series plots, support (0d10ebbb)
  
  Code Quality + Testing 💯
  * data_connector: add integration test (95e52996)
  
  Documentation 📃
  * data_connector: use remote yelp config in the docstring (d67bb70b)
  * data_connector: improved docstring (c363ac26)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * Brandon Lockhart \<brandon_lockhartsfu.ca\>
  * pei wang \<pennyiscomputinggmail.com\>
  * Weiyuan Wu \<doomsplayergmail.com\>
  * Weiyuan Wu \<youngwsfu.ca\>
  
  🎉🎉 Thank you! 🎉🎉

0.2.5

Bugfixes 🐛
  * eda.basic: fixed kde calculation (a6e58e94)
  
  Features ✨
  * eda: notebook with code from dvsp blog post (bfd06b89)
  * eda.basic: added time series plots, support (0d10ebbb)
  
  Code Quality + Testing 💯
  * data_connector: add integration test (95e52996)
  
  Documentation 📃
  * data_connector: use remote yelp config in the docstring (d67bb70b)
  * data_connector: improved docstring (c363ac26)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * Brandon Lockhart \<brandon_lockhartsfu.ca\>
  * pei wang \<pennyiscomputinggmail.com\>
  * Weiyuan Wu \<doomsplayergmail.com\>
  * Weiyuan Wu \<youngwsfu.ca\>
  
  🎉🎉 Thank you! 🎉🎉

0.2.4

Bugfixes 🐛
  * eda: report permission error on windows (f6e2f24f)
  * dataprep.eda: fix bug for stacked_viz (52cc35b8)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * Weiyuan Wu \<youngwsfu.ca\>
  * Weiyuan Wu \<doomsplayergmail.com\>
  
  🎉🎉 Thank you! 🎉🎉

0.2.3

Documentation 📃
  * readme: fix the fig (4d04ea78)
  * readme: make examples link to documentation (cfb1e39d)
  * readme: add links and tooltips for the plots (13c7ab10)
  
  Contributors this release 🏆
  
  The following users contributed code to DataPrep since the last release.
  
  * Jinglin Peng \<jlpengcsgmail.com\>
  * Weiyuan Wu \<youngwsfu.ca\>
  * Weiyuan Wu \<doomsplayergmail.com\>
  
  🎉🎉 Thank you! 🎉🎉

0.2.2

Fix
  * constrain the x-ticks of boxplots (issue 104 ), and polish the x/yaxis (9f9235e4ff432b627cf1319be1cbb97c688c3f1f)
  
  Documentation
  * Polish readme (0585f906c04fb7f9a67efb7c4415eb8943299c01)
  * Add two examples (issue 75 and 78) and embed interactive fig. to doc (5bac8d5a2bbc96ee8d5a1ce3b520a929b3b6e3fe)
  * Add sphinx documentation (97f34ffacec2752ac23f0ed2a9aa1f5b76dbca15)

0.2.1

This is a hotfix release
  
  Fix
  * No pyproject in the installed library (20cc7b866f479eabc22a7f192ef75bf3ea0ac11d)

0.2.0

This release includes some new features and lots of bug fixes.
  
  Feature
  * Implement report (ac13bf898a2927e0fa838037de1772e3f5f60b74)
  * Implement dc.show_schema() (487a14fb4b14ed6aead0f724a03dfc2666d3ce4f)
  * Implement dc.info (50e3e18d4423833bf70e5fae72ba6037c5b0958e)
  * Support template (8a3a4a370aa796775fdb007b9df17b84fd53d282)
  
  Fix
  * Remove_if_empty on template (443097273fe72aa1f7a5280c527e92b89c69eeb9)
  * Fix parameter names (ef0119f498af10f3d5662edafcbafc92ea5c2567)
  * Improved plot(df) efficiency (1ecd54376bcef015d5091a9a6a2bef1f7ed172b0)
  * Fixed xtic rounding (697496e8d9687c8f675eca88c0af83aa6d995beb)
  * Fix scatter and top-k nan (6a1bdb7780afe62b152997a75715b21dc1cb018a)
  * Fixed xtics for histograms (1f13d1b51ae8e1ad50e72829575a4bc27c4cc591)
  * Plot_correlation only supports for numerical data (c06726063a1dc7910c11111a421c521fc481d0bf)
  * It works for the columns with missing values (5329c54cc9112a1d011955518e61a729f8e28007)
  * Make the tooltip style align with plot(df) (33e5403fb828b924a9cbacc0d2395e3f1a5eaa87)
  
  Documentation
  * Add documentation (4f342ce2890529e617284abc54c3d84cd6d4f6c2)