node-red-node-multilang-sentiment
v0.2.0
Published
A Node-RED node that uses the AFINN-165 wordlists for sentiment analysis of words translated into multiple languages including emoji.
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node-red-node-multilang-sentiment
A Node-RED node that scores incoming words using the AFINN-165 wordlist and attaches a sentiment.score property to the msg.
This is similar to the default sentiment node but supports many more languages at the cost of using more disk space. (approx 11MB)
Install
Either use the Menu - Manage palette - Install option in the editor or run the following command in your Node-RED user directory - typically ~/.node-red
npm install node-red-node-multilang-sentiment
Usage
Uses the AFINN-165 wordlist to attempt to assign scores to words in text.
Attaches msg.sentiment
to the msg and within that msg.sentiment.score
holds the score.
Supports multiple languages. These can be preselected in the node configuration. You can also set it so that msg.lang
can be used to set the language dynamically if required. The cldr language codes supported are:
af, am, ar, az, be, bg, bn, bs, ca, ceb, co, cs, cy, da, de, el, en, eo, es, et, eu, fa, fi,
fr, fy, ga, gd, gl, gu, ha, haw, hi, hmn, hr, ht, hu, hy, id, ig, is, it, iw, ja, jw, ka, kk, km, kn, ko, ku, ky, la, lb, lo, lt,
lv, mg, mi, mk, ml, mn, mr, ms, mt, my, ne, nl, no, ny, pa, pl, ps, pt, ro, ru, sd, si, sk, sl, sm, sn, so, sq, sr, st, su, sv,
sw, ta, te, tg, th, tl, tr, uk, ur, uz, vi, xh, yi, yo, zh, zh-tw, zu
A score greater than zero is positive and less than zero is negative. The score typically ranges from -5 to +5, but can go higher and lower.
See the Multilang Sentiment docs here.