LinearDimensions/DipInExpresso

Expresso helps to track your mental wellbeing through journal entries

YouOnline

YouOnline helps to track your mental wellbeing through a telegram bot. By forwarding it your daily messages, you can get a report of your sentiment regarding specific issues to ensure a healthy digital life.

Features:

• Breakdown of message into Sentiment and Category
• Provide recommendations to alleviate negative sentiments
• Track sentiments over time

DEMO

@dip_in_expresso_bot https://web.telegram.org/z/#5497795046

Data Sources

Text Sentiment https://www.kaggle.com/datasets/kazanova/sentiment140 Text Category https://www.kaggle.com/datasets/rmisra/news-category-dataset

Deep learning Methods

Tensorflow and Sklearn

Model and Training files

Token https://drive.google.com/file/d/1YYYECXzqIIgO8zp14ReZ1_f5pWD8Vva_/view?usp=sharing

Model1 https://drive.google.com/file/d/1pe6u9jjUkH9PePWBIKLg1oN6h7jZh8_2/view?usp=sharing

Model2 https://drive.google.com/file/d/1Obn_zcdyHucGi37Dn9sNnEcGG4D6AQWz/view?usp=sharing