antoineaugusti/laravel-sentiment-analysis

A Laravel wrapper that performs sentiment analysis over an English sentence

v4.1 2022-02-17 14:44 UTC

Requires

• php: >=7.2
• illuminate/support: >=6
• jwhennessey/phpinsight: ~2.0

Requires (Dev)

• phpunit/phpunit: ^8.5

Apache-2.0

• Antoine Augusti

• framework
• laravel
• analysis
• sentiment
• sentiment analysis
• Augusti
• Antoine Augusti
• AntoineAugusti

README

Introduction

A Laravel wrapper for phpInsight.

Installation

PHP 7.2+, and Composer are required.

To get the latest version of Laravel Sentiment Analysis, run the command composer require antoineaugusti/laravel-sentiment-analysis.

You can register the SentimentAnalysis facade in the aliases key of your config/app.php file if you like.

'SentimentAnalysis' => Antoineaugusti\LaravelSentimentAnalysis\SentimentAnalysis::class,

Looking for a Laravel 5 compatible version?

Checkout the 1.2 version, installable by requiring "antoineaugusti/laravel-sentiment-analysis": "2.2".

Looking for a Laravel 4 compatible version?

Checkout the 1.2 version, installable by requiring "antoineaugusti/laravel-sentiment-analysis": "1.2".

Usage

Sentences can be classified as negative, neutral or positive. The only supported language for the moment is English.

Custom Dictionary

You can provide a custom dictionary by providing the path the folder when you create a new SentimentAnalysis object.

$analysis = new SentimentAnalysis(storage_path('custom_dictionary/'));

Please look at the PHPInsight data files to see how you should name and structure your files.

SentimentAnalysis::isNegative($sentence)

Returns a boolean telling if the given $sentence is classified as negative.

SentimentAnalysis::isNeutral($sentence)

Returns a boolean telling if the given $sentence is classified as neutral.

SentimentAnalysis::isPositive($sentence)

Returns a boolean telling if the given $sentence is classified as positive.

SentimentAnalysis::decision($sentence)

Get the sentiment of a sentence. Will return negative, neutral or positive

SentimentAnalysis::score($sentence)

Get the confidence of a decision for a result. The closer to 1, the better!

SentimentAnalysis::scores($sentence)

Get the score value for each decision. Returns an array. The closer to 1, the better! Return example:

['negative' => 0.5, 'neutral' => 0.25, 'positive' => 0.25]