LuisMayo / LuisMayo/objection_engine

Use emojis in the polarity analysis

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enhancement
Dominant language
Python
Stars
122
Forks
24
PR merge metrics
No merged PRs in 30d

Description

"Happy" emojis should be used to determine a positive emotion, same for angry/sad ones.

We should check first that TextBlob/polyglot don't do it already.

Suggested by chogi on Twitter

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by locating the polarity-analysis entry point and checking whether TextBlob or polyglot already classify emojis. Done means positive, angry, and sad emojis contribute to the corresponding emotion polarity, with behavior verified by appropriate tests.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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