README.md

Sentiment Analysis Simulation

This is Next.js website that serves as a tool to simulate the sentiment and aspect classification process of a review text using Support Vector Machine (SVM) algorithm.

Live example hosted on Vercel: https://sentext.vercel.app/
Backend API hosted on railway: currently unavailable because limit of railway free tier

NOTE: The backend API project is private because it contains the algorithm code and the dataset used to train the algorithm.

🖥️ Running Locally

1. Clone this repo

   https://github.com/Ikram-Maulana/sentiment-analysis-simulation.git

2. Install dependencies

   yarn install

3. Add your PUBLIC_API_API_URL to your .env.local file with your API backend URL as the value.

    PUBLIC_API_API_URL=...

4. Run the development server

   yarn dev

5. Open http://localhost:3000 with your browser to see the result.

🚀 Deploy Your Own

1. Clone this repo

   https://github.com/Ikram-Maulana/sentiment-analysis-simulation.git

2. Configure project with Vercel

3. Add your own backend API with your own algorithm to your [Vercel Project Environment Variables] (https://vercel.com/docs/environment-variables) with PUBLIC_API_API_URL as the key and your API URL as the value.

4. Do final deploy with Vercel

🧑‍💻 Credit

• Ikram Maulana as Full Stack Web Developer and Machine Learning Engineer