Sentiment Analysis Api

A Flask Sentiment Analysis API, with visual implementation

The Sentiment Analysis Api was created using python flask module,it allows users to parse a text or sentence throught the (?text) arguement, then view the sentiment analysis of that sentence. It can be implementable into a web application.

• Text -The sentence to be analyzed.
• Sentiment -Possible outputs include,[ Positive, Neutral or Negative]
• Sentiment Level -Possible outputs include,[ P, P+, P++, NEU, N, N+, N++]
• Polarity -Range [-1,1]
• Subjectivity -Range [-1,1]

Sample Output-{"Polarity":0.5,"Sentiment":"Positive","Sentiment Level":"P+","Subjectivity":0.6,"Text":"I love to code"}

Requirements

Python 3.8.5+, pipenv, Textblook, PHP

Installation

First, clone this repository.

$ git clone https://github.com/teddyoweh/Sentiment-Analysis-API
$ cd Sentiment-Analysis-API

After, install all necessary to run:

$ sudo apt install php
$ pipenv install

Implementation

Run the application:

$ pipenv run python run.py

To the api output, access this url in your browser:

http://localhost:5000

To see your see implemenation of the Sentiment Analysis API:

$ php -S localhost:8000

Then access this url in your browser:

http://localhost:8000

API Output

API Implementation

Postive Sentiment

Neurtal Sentiment

Negative Sentiment