Sentiment Analyst

Description

Sentiment Analyst is a tool designed to identify the emotions in a text. Whether it's a message from your girlfriend, a review left on your website, or any other text, Sentiment Analyst can help you understand the underlying sentiments.

Installation

It is highly recommended to create and use a virtual environment on your own machine to manage dependencies.

• Instal Virtualenv

pip install virtualenv

• Create a Virtual Environment: Navigate to your project directory and create a virtual environment:

virtualenv env

• Activate the Virtual Environment:

  • On windows

  source venv/bin/activate

  • On macOs or Linux

  source venv/bin/activate

Use the package manager pip to install all the requiered libraries.

pip install nltk transformers collections spacy requests

Usage

After installing all the requirements, run the following command. Make sure you are in the correct folder where the application is located:

python app.py

IMPORTANT: Remember youi have to get your on PRIVATE KEY for the Thesaurus API

def Get_Synonyms(word):
    api_url = 'https://api.api-ninjas.com/v1/thesaurus?word={}'.format(word)
    response = requests.get(api_url, headers={'X-Api-Key': 'PRIVATE KEY'})
    try:
        if response.status_code == requests.codes.ok:
            data = response.json()
            synonyms = data.get('synonyms', [])
            return synonyms
    except Exception as e:
        print(f"Error getting synonyms: {e}")

Replace 'YOUR_PRIVATE_KEY' with your actual API key to use the Thesaurus API.

With these steps, you should be able to set up and run the Sentiment Analyst tool successfully. Enjoy analyzing sentiments!

Preview