Orange3 TextMining add-on.

Project description

Orange3 Text

Orange add-on for text mining. It provides access to publicly available data, like NY Times, Twitter and PubMed. Further, it provides tools for preprocessing, constructing vector spaces (like bag-of-words, topic modeling and word2vec) and visualizations like word cloud end geo map. All features can be combined with powerful data mining techniques from the Orange data mining framework.

See documentation.

Features

Access to data

Load a corpus of text documents
Access publicly available data (The Guardian, NY Times, Twitter, Wikipedia, PubMed)

Text analysis

Preprocess corpus
Generate bag of words
Embed documents into vector space
Perform sentiment analysis
Detect emotions in tweets
Discover topics in the text
Compute document statistics
Visualize frequent words in the word cloud
Find words that enrich selected documents

Project details

Release history Release notifications | RSS feed

1.16.1

Aug 30, 2024

1.16.0

Aug 26, 2024

1.15.0

Nov 17, 2023

1.14.0

Aug 23, 2023

1.13.1

May 11, 2023

1.13.0

Apr 26, 2023

1.12.2

Apr 6, 2023

1.12.1

Mar 7, 2023

1.12.0

Oct 6, 2022

1.11.0

Aug 24, 2022

1.10.0

Jul 8, 2022

1.9.0

Jun 21, 2022

1.8.3

Jun 21, 2022

1.8.2

Jun 21, 2022

1.8.1

Jun 20, 2022

1.8.0

Jun 9, 2022

1.7.0

Apr 8, 2022

1.6.2

Jan 10, 2022

This version

1.6.1

Nov 28, 2021

1.6.0

Nov 23, 2021

1.5.3

Oct 8, 2021

1.5.2 yanked

Oct 8, 2021

Reason this release was yanked:

does not fix Tweepy

1.5.1

Sep 16, 2021

1.5.0

Sep 13, 2021

1.4.0

May 27, 2021

1.3.1

Jan 22, 2021

1.3.0 yanked

Jan 21, 2021

Reason this release was yanked:

fasttext cannot be installed on Win

1.2.0

Oct 12, 2020

1.1.0

Aug 7, 2020

1.0.0

Jun 12, 2020

0.9.1

May 5, 2020

0.9.0

Apr 29, 2020

0.8.0

Feb 1, 2020

0.7.5

Nov 26, 2019

0.7.4

Nov 11, 2019

0.7.3

Jul 9, 2019

0.7.2

Jul 2, 2019

0.7.1

Jun 18, 2019

0.7.0

Jun 14, 2019

0.6.0

Dec 6, 2018

0.5.2

Sep 29, 2018

0.5.1

Sep 27, 2018

0.5.0

Sep 14, 2018

0.4.0

Jul 23, 2018

0.3.0

Dec 5, 2017

0.2.5

Jul 27, 2017

0.2.4

Jun 4, 2017

0.2.3

Feb 8, 2017

0.2.2

Dec 6, 2016

0.2.1

Oct 12, 2016

0.2.0

Sep 15, 2016

0.1.11

Jun 26, 2016

0.1.10

Mar 31, 2016

0.1.9

Dec 14, 2015

0.1.8

Dec 11, 2015

0.1.7

Dec 2, 2015

0.1.6

Dec 1, 2015

0.1.5

Oct 26, 2015

0.1.4

Sep 10, 2015

0.1.3

Sep 9, 2015

0.1.2

Jun 26, 2015

0.1.1

Jun 13, 2015

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