polarity

polarity

Detect the polarity of text, based on afinn-111 and emoji-emotion.

Installation

npm:

npm install polarity

Usage

var polarity = require('polarity');

polarity(['some', 'positive', 'happy', 'cats']);

Yields:

{
  polarity: 5,
  positivity: 5,
  negativity: 0,
  positive: ['happy', 'positive'],
  negative: []
}

polarity(['darn', 'self-deluded', 'abandoned', 'dogs']);

Yields:

{
  polarity: -4,
  positivity: 0,
  negativity: -4,
  positive: [],
  negative: ['abandoned', 'self-deluded']
}

API

polarity(words[, inject])

Get a polarity result from given values, optionally with one time injections.

polarity does not tokenise values. There are better tokenisers around (parse-latin). However, the following will work pretty good:

function tokenize(value) {
  return value.toLowerCase().match(/\S+/g);
}

Parameters

• words (Array.<string>) — Words to parse;
• inject (Object.<number>, optional) — Custom valences for words.

Returns

Object:

• polarity (number) — Calculated polarity of input;
• positivity (number) — Total positivity;
• negativity (number) — Total negativity;
• positive (Array.<string>) — All positive words;
• negative (Array.<string>) — All negative words.

polarity.inject(words)

Insert custom values.

polarity.polarities

Direct access to the internal values.

License

MIT © Titus Wormer