sentiment
=========

ChatGPT3.5 Sentiment
--------------------

Classify Twitter sentiment using ChatGPT3.5.

download
~~~~~~~~

1. https://huggingface.co/datasets/mesolitica/chatgpt-explain-sentiment/resolve/main/sentiment.jsonl

News Sentiment
--------------

Semi-Supervised Sentiment 3 classes for Bahasa Twitter
------------------------------------------------------

Stack XLNET BASE and BERT BASE on `supervised-twitter <../supervised-twitter>`__ and `supervised-twitter-politics <../supervised-twitter-politics>`__.

download
~~~~~~~~

1. https://f000.backblazeb2.com/file/malay-dataset/sentiment/semisupervised/semisupervised-bert-xlnet.csv

2. https://f000.backblazeb2.com/file/malay-dataset/sentiment/semisupervised/semisupervised-politics-bert-xlnet.csv

3. Train set, 80%, https://f000.backblazeb2.com/file/malay-dataset/sentiment/semisupervised/train-set.json

4. Test set, 20%, https://f000.backblazeb2.com/file/malay-dataset/sentiment/semisupervised/test-set.json

Semi-Supervised Sentiment for Bahasa Twitter
--------------------------------------------

download
~~~~~~~~

negative
""""""""

1. Download strong confidence from here, https://f000.backblazeb2.com/file/malay-dataset/sentiment/negative/strong-negatives.json

2. Download second strong confidence from here, https://f000.backblazeb2.com/file/malay-dataset/sentiment/negative/strong-negatives-2.json

3. Download weak confidence from here, https://f000.backblazeb2.com/file/malay-dataset/sentiment/negative/weak-negatives.json

positive
""""""""

1. Download strong confidence from here, https://f000.backblazeb2.com/file/malay-dataset/sentiment/positive/strong-positives.json

Supervised Sentiment for Bahasa Twitter Politics
------------------------------------------------

Help to label
~~~~~~~~~~~~~

https://label.malaysiaai.ml/projects/16/data?tab=18

To get access for https://label.malaysiaai.ml, go to https://github.com/malaysia-ai/label-studio

Supervised Sentiment for Bahasa Twitter
---------------------------------------

Help to label
~~~~~~~~~~~~~

https://label.malaysiaai.ml/projects/12/data?tab=16

To get access for https://label.malaysiaai.ml, go to https://github.com/malaysia-ai/label-studio