Feedify - Student Feedback Analysis Platform

Overview

Feedify is a comprehensive student feedback analysis platform designed to streamline the process of collecting, analyzing, and understanding student feedback. This project utilizes modern web technologies, including ReactJS, NodeJS, ExpressJS, and TailwindCSS, alongside advanced Natural Language Processing (NLP) techniques powered by Hugging Face. The goal of Feedify is to enhance the feedback analysis process for college students, teachers, and administration, ultimately leading to improved educational experiences and institutional policies.

Features

• Form Creation and Assignment: Admins can create feedback forms for specific subjects and assign them to the corresponding teachers and students.
• Student Submission: Students can easily fill out the assigned feedback forms, providing their insights and opinions.
• NLP Analysis:
  • Sentiment Analysis: Automatically assesses the overall sentiment of the feedback (positive, negative, or neutral) and provides a percentage breakdown.
  • Text Summarization: Generates concise summaries of all responses to reduce the time required for teachers to review feedback.
• Data Visualization: Provides bar and pie chart analyses for multiple-choice questions, offering clear and intuitive visual representations of the feedback data.
• Teacher and Admin Dashboards: Teachers can analyze feedback to identify their strengths and weaknesses, while administrators can gain insights into overall college performance and make informed policy decisions.

Technologies Used

● Frontend:
      ● ReactJS
      ● TailwindCSS
      ● HTML
      ● JavaScript
● Backend:
      ● NodeJS
      ● ExpressJS
● NLP:
     ● Hugging Face

Installation

To get started with Feedify, follow these steps:

1. Clone the repository:

   git clone https://github.com/vidyanandk/FEEDIFY.git

2. Navigate to the project directory:
   • Frontend

        cd frontend
        npm install
        npm run dev

   • Backend

         cd server
         npm install
         npm start

CAUTION

1. THERE IS SOME PROBLEM IN USEEFFECT IN USECONTEXT SO AFTER SUCCESSFUL
   LOGGED IN RELOAD the page .....

2. Admin Email: vidya@nitj.ac.in
   Admin Password: 12345678

3. Faculty Email: vidy@nitj.ac.in
   Faculty Password: 12345678

4. Student Email: vk@nitj.ac.in
   Student Password: 12345678

Contibuting

Contributions are always welcome! Just raise an issue, we will discuss it.

Contact

For any questions or inquiries, please contact us.

Feedify is dedicated to improving the educational experience through effective and efficient feedback analysis. We hope this project will help teachers, students, and administrators work together to create a better learning environment.