README.md

youtube_recommender_system

We are using YouTube videos to analyze and predict tags associated with each video using Machine Learning techniques and find interesting trends by performing sentiment analysis using Natural Language Processing on the top 10 trending videos in YouTube using title, description and comments.

---

This is the Data Science (CS1951a) Final Project Website [Click Here]

---

Front end

Front-end source code is here:

https://github.com/pengyangwu/CS1951a

Files: html/css/js

---

---

Back-end (Part 1): Data Grabbing by YouTube API

Back-end (Part 1) source code is here:

https://github.com/PrestonLaw/CSCI1951AProject/tree/master

Files: python

---

---

Back-end (Part 2): Prepocessing (Extraction & Cleaning), Machine Learning & Sentiment Analysis Model

Back-end (Part 2) source code is here:

https://github.com/abhishekdutta/youtube_tag_predictor_sentiment_analysis

Files: ipython notebook/python

---