TubaSite

Rating with Sentiment Analysis

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TubaSite

Link: https://tubasite.herokuapp.com Repo: https://github.com/issacto/TubaSite
About: Review and Rating Website with NLP
Author: Issac To

1. Introduction

A.💡 Inspiration

📣 A Platform for Tuba

Getting a tuba is costly. A professional tuba costs at least 9000 USD. Therefore, a lot of research is needed before purchasing one. However, there is no specialized platform nor forum solely for tuba models on the web currently.

🔈 NLP for Rating

Have you ever got confused seeing generous comments but with a low rating meanwhile the opposite on a review website? Everyone has their own way for rating and it's hard to get a fair way to standardize the ra. Yet, wouldn't the realist or conclusion be fairer if the ratings are based on the comments, the experience instead?

B.❓What it does

Tubasite is a tuba review website. Apart from review and rating, the website also provides analysis results such as highest average rating, highest average comment rating, and top mentioned word identification.

2. 📌 Structure

A. 💎 Full Stack Framework (MERN)

  • Mongodb
  • Express
  • React
  • Node

B. 🚀 NLP Plugin

  • Express.ai (Python)
  • Amazon Lambda
  • Amazon Gateway

3. 📝 Implementation

  1. Fill in your mongodb database uri inside the config/key.js file

    module.exports = {
mongoURI: YourMongodbLink,
useUnifiedTopology: true ,
secretOrKey: "secret"
};

  2. Fill in your Expert.Ai credentials inside expertAi.py and deploy it on AWS Lambda and Gateway. References are on the bottom


os.environ["EAI_USERNAME"] = Your_Expert.ai_Username
os.environ["EAI_PASSWORD"] = Your_Expert.ai_Password
  1. Install and run the program
npm install
cd client
npm install
cd ..
npm run dev
  1. Go to http://localhost:3000

4.💡 Reflection

A.📈 Accomplishments that we're proud of

Built the whole project from scratch myself.

B.💾 What we learned

Planning, programming, and problem-solving skills

C.➡️ What's next for TubaSite

Improve the UIUX and look forward to deploying it on a more powerful platform if awarded with the prize.

What's next for TubaSite

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