{"repo":"arv-anshul/yt-watch-history","free":true,"listed":false,"github":"https://github.com/arv-anshul/yt-watch-history","clone":"git clone https://github.com/arv-anshul/yt-watch-history.git","description":"Analyse your YouTube watch history using Data Science, ML and NLP.","language":"Python","stars":16,"topics":["data-science","fastapi","ml","nlp","python3","streamlit","youtube-api","mongodb","mlflow","docker"],"license":"MIT","category":"machine-learning","readme_excerpt":"YouTube Watch History Analysis This project analyzes a user's YouTube watch history data downloaded from Google Takeout. It provides insights into watch patterns, content preferences, and overall YouTube consumption. \\[!IMPORTANT\\] This was my first project where I explored MLOps concepts like FastAPI, Docker, and MLFlow. As the project grew in complexity, I found it challenging to maintain a clear development track. Therefore, I've decided to archive this version and rebuild it from scratch with a renewed focus on organization and maintainability. New project repo @arv-anshul/yt-watch-history-v2 Getting Your YouTube History Data 1. Go to the Google Takeout website: Google Takeout 2. Sign in with your Google account. 3. Select \"YouTube History\" under \"Choose data to export\". 4. Choose JOSN file type and delivery options. 5. Click \"Create export\". 6. Wait for the export process to complete and download the file. Or refer to this blog at dev.to. Benefits - Gain valuable insights into your YouTube viewing habits. - Discover your content preferences and identify areas of interest. - Track your progress towards achieving your YouTube goals. - Make informed decisions about your YouTube consumption. Project's Notebooks If you want to see my 📓 notebooks where I have done some interesting analysis on the datasets which I have used in this project then you can se them in my @arv-anshul/notebooks github repository. Tech Stack Project Setup Guide This guide helps you set up and run this","default_branch":null,"files":null,"tree":[],"storefront":"/r/arv-anshul","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/arv-anshul/yt-watch-history/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}