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🧠 MindWatch

A web-based mental health screening tool that helps users identify potential signs of anxiety and depression through guided questionnaires and free-text responses.

Disclaimer: This is a screening tool and not a substitute for professional medical diagnosis.


✨ Features

  • Free-text emotion analysis
  • Dynamic mental health questionnaire
  • Anxiety & Depression assessment
  • Risk level prediction
  • Personalized support resources
  • Downloadable PDF report
  • Responsive and user-friendly interface

🛠️ Tech Stack

  • Python
  • Flask
  • HTML
  • CSS
  • JavaScript
  • Scikit-learn
  • TF-IDF Vectorizer
  • Logistic Regression
  • ReportLab

📸 Screenshots

Landing Page

Landing


Features

Features


User Details

User Details


Assessment Mode

Mode


Text Analysis

Text Analysis


Anxiety Questionnaire

Questionnaire


Assessment Results

Results


Detailed Result

Detailed Result


Recommended Support

Support


Downloadable PDF Report

PDF Report


🚀 Future Enhancements

  • User authentication
  • Assessment history
  • Progress tracking
  • Better prediction model
  • Cloud deployment

👩‍💻 Developed By

Arthana Sreekesh(TEAM LEAD), Arsha Biju Thottathil, Hridhya Sara Sunil

About

Machine learning-based web application for detecting potential mental health conditions from social media text using NLP, TF-IDF, and Flask.

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