Mood Journal AI: Track Your Emotions with Sentiment Analysis

• 

  The python code

• 

  The output

• 

  Before the feedback from reimagine web

• 

  The feedback

• 

  After the feedback from reimagine web

🏁 Submission Track This project was submitted to Track 3: ReimagineWeb.dev Design Evaluation of the WebMind Innovation Hackathon. The goal of this track is to improve digital clarity, accessibility, and emotional resonance using AI-powered design feedback.

We used ReimagineWeb.dev to analyze our GitHub project page and applied its suggestions to enhance our README layout, headline clarity, call-to-action language, and emotional impact. Screenshots of the analysis and improvements are included in our submission.

✨ Inspiration

I wanted a simple, private way to reflect on my emotions without relying on cloud-based journaling apps. Many tools are either too complex or lack meaningful insights. So I built Mood Journal AI — a lightweight Python app that tags mood entries with sentiment and readability scores, helping users understand their emotional patterns over time.

🛠️ What I Learned

• How to use TextBlob for natural language sentiment analysis
  
• How to store and retrieve entries using SQLite
  
• How to evaluate design clarity and accessibility using ReimagineWeb.dev
  
• How to write user-centric copy and improve project presentation based on feedback

🧪 How I Built It

• Developed in Spyder IDE using Python
  
• Used TextBlob to analyze polarity and classify mood as Positive, Negative, or Neutral
  
• Stored entries in a local SQLite database with timestamps
  
• Added optional readability scoring using textstat
  
• Integrated feedback from ReimagineWeb.dev to improve README clarity and layout
  
• Captured screenshots of code, terminal output, and design analysis for submission

🚧 Challenges I Faced

• Making the app intuitive without a GUI
  
• Ensuring sentiment analysis worked well with short, informal entries
  
• Formatting the README to meet accessibility and clarity standards
  
• Finding a way to use ReimagineWeb.dev meaningfully for a non-web project

📈 Impact

Mood Journal AI helps users reflect on their emotional wellbeing while keeping their data private and local. It’s fast to set up, easy to use, and provides instant insights that encourage self-awareness and growth.

Built With

• python
• reimagineweb.dev
• spyder
• textblob
• textstat