AFINN-111

A list of English words rated for valence.

Installation

npm install @stdlib/datasets-afinn-111

Usage

var afinn111 = require( '@stdlib/datasets-afinn-111' );

afinn111()

Returns a list of 2477 English words (and phrases) rated for valence. Negative words have a negative valence ([-5,0)). Positive words have a positive valence ((0,5]). Neutral words have a valence of 0.

var words = afinn111();
/* returns
    [
        ['abandon',-2],
        ['abandoned',-2],
        ['abandons',-2],
        ['abducted',-2],
        ['abduction',-2],
        ['abductions',-2],
        ['abhor',-3],
        ['abhorred',-3],
        ['abhorrent',-3],
        ...
    ]
*/

Notes

• The list includes misspelled words. Their presence is intentional, as such misspellings frequently occur in social media content.
• All words are lowercase.
• Words may contain numbers; e.g., n00b.
• Some "words" are phrases; e.g., cool stuff, not good.
• Words may contain apostrophes; e.g., can't stand.
• Words may contain diaeresis; e.g., naïve.
• Words may contain dashes; e.g., self-deluded, self-confident.

Examples

var afinn111 = require( '@stdlib/datasets-afinn-111' );

var words;
var dict;
var len;
var i;

words = afinn111();

// Convert to a dictionary...
len = words.length;
dict = {};
for ( i = 0; i < len; i++ ) {
    dict[ words[i][0] ] = words[i][1];
}
console.dir( dict );

References

• Nielsen, Finn Årup. 2011. "A new ANEW: Evaluation of a word list for sentiment analysis in microblogs." In Proceedings of the ESWC2011 Workshop on 'Making Sense of Microposts': Big Things Come in Small Packages., 718:93–98. CEUR Workshop Proceedings. http://ceur-ws.org/Vol-718/paper_16.pdf.
• Hansen, Lars Kai, Adam Arvidsson, Finn Årup Nielsen, Elanor Colleoni, and Michael Etter. 2011. "Good Friends, Bad News - Affect and Virality in Twitter." In Future Information Technology: 6th International Conference, FutureTech 2011, Loutraki, Greece, June 28-30, 2011, Proceedings, Part II, edited by James J. Park, Laurence T. Yang, and Changhoon Lee, 34–43. Berlin, Heidelberg: Springer Berlin Heidelberg. doi:10.1007/978-3-642-22309-9_5.

License

The data files (databases) are licensed under an Open Data Commons Attribution 1.0 License and their contents are licensed under a Creative Commons Attribution 4.0 International Public License. The original dataset is attributed to Finn Årup Nielsen and can be found here. The software is licensed under Apache License, Version 2.0.

See Also

• @stdlib/datasets-afinn-111-cli: CLI package for use as a command-line utility.
• @stdlib/datasets-afinn-96: A list of English words rated for valence.

Notice

This package is part of stdlib, a standard library for JavaScript and Node.js, with an emphasis on numerical and scientific computing. The library provides a collection of robust, high performance libraries for mathematics, statistics, streams, utilities, and more.

For more information on the project, filing bug reports and feature requests, and guidance on how to develop stdlib, see the main project repository.

Community

Copyright

Copyright © 2016-2024. The Stdlib Authors.