Python
Machine Learning and NLP
2019
ID: 1CP0658
Detection of Depression-Related Posts in Reddit Social Media Forum
Keywords:
Depression
Detection,
Reddit,
Natural
Language
Processing,
Machine
Learning,
Sentiment
Analysis,
Text
Classification
Project Synopsis & Overview
This project detects depression-related posts on Reddit using Natural Language Processing (NLP) and machine learning techniques. It processes textual data through cleaning, exploratory data analysis, feature extraction, and classification. Linguistic features, word frequencies, and sentiment-related patterns help identify depression-associated language. Machine learning models, including Support Vector Machine and Multilayer Perceptron, are evaluated to improve classification performance and support early mental health research.
Complete Technical Specifications
| Project ID | 1CP0658 (DB ID: 658) |
| Project Title | Detection of Depression-Related Posts in Reddit Social Media Forum |
| Domain Division | Python |
| Sub-Domain / Tech | Machine Learning and NLP |
| IEEE Year | 2019 |
| Package Price | ₹6500 |
| Created Date | Oct 31, 2026 |
Project Price
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