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Sentiment Analysis Scorer

v0.1-6 · Dec 10, 2023 · BSD 2-clause License + file LICENSE

Description

Sentiment analysis is a popular technique in text mining that attempts to determine the emotional state of some text. We provide a new implementation of a common method for computing sentiment, whereby words are scored as positive or negative according to a dictionary lookup. Then the sum of those scores is returned for the document. We use the 'Hu' and 'Liu' sentiment dictionary ('Hu' and 'Liu', 2004) <doi:10.1145/1014052.1014073> for determining sentiment. The scoring function is 'vectorized' by document, and scores for multiple documents are computed in parallel via 'OpenMP'.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Version History

8 tracked
new 0.1-6 Mar 10, 2026
updated 0.1-6 ← 0.1-5 diff Dec 9, 2023
updated 0.1-5 ← 0.1-4 diff Oct 24, 2022
updated 0.1-4 ← 0.1-3 diff Mar 5, 2022
updated 0.1-3 ← 0.1-2 diff Sep 15, 2021
updated 0.1-2 ← 0.1-1 diff Jul 18, 2019
updated 0.1-1 ← 0.1-0 diff Oct 25, 2017
new 0.1-0 Jun 6, 2017