Pybigkinds

Latest version: v1.2.6

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1.2.6

What's Changed
* pin 1.2.6 by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/23 & https://github.com/sorrychoe/pyBigKinds/pull/24


**Full Changelog**: https://github.com/sorrychoe/pyBigKinds/compare/1.2.5...1.2.6

1.2.5

What's Changed
* change image path by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/19
* add flake8 to test dir by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/20
* bump 1.2.5 by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/21 & https://github.com/sorrychoe/pyBigKinds/pull/22


**Full Changelog**: https://github.com/sorrychoe/pyBigKinds/compare/1.2.0...1.2.5

1.2.0

What's Changed
* ⬆️ version 1.2.0 by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/18


**Full Changelog**: https://github.com/sorrychoe/pyBigKinds/compare/1.1.1...1.2.0

1.1.1

What's Changed
* ✨ add LDA by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/14
* ✨ add association analysis by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/15
* ⬆️ version 1.1.0 by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/16
* 🆙 version 1.1.1 by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/17


**Full Changelog**: https://github.com/sorrychoe/pyBigKinds/compare/1.0.5...1.1.1

1.0.5

What's Changed
* 💪 set type checker for all method by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/12
* update version 1.0.5 by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/13


**Full Changelog**: https://github.com/sorrychoe/pyBigKinds/compare/1.0.0...1.0.5

1.0.0

Methods and their respective functions:

there are 22 function for preprocess, represent, visualize BigKinds data

data preprocessing

`header_remover`
`keyword_list`
`keyword_praser`
`duplication_remover`
`word_counter`
`counter_to_dataframe`
`press_counter`
`day_range`
`keyword_dataframe`
`keyword_dataframe_no_duplicated`
`tfidf`
`tfidf_vector`
`normalize_vector`

representation

`pca`
`nmf`
`t_sne`
`lsa`
`kmeans`
`dbscan`

visualization

`keywords_wordcloud`
`top_words`
`scatterplot`

What's Changed
* Refactoring/seperate func by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/1
* Bugfix/do not import by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/2
* setup.cfg at setup file by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/3
* Refactoring/set formater by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/4
* pyBigKinds 1.0.0 by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/5
* ✨ normalizer, kmeans, dbscan, lda is appended! by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/6
* set test code by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/7
* :octocat: github action is running! 🏃 by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/8
* ⬆️ updated version 1.0.0 ! by sorrychoe in https://github.com/sorrychoe/pyBigKinds/pull/10


**Full Changelog**: https://github.com/sorrychoe/pyBigKinds/commits/1.0.0

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