/YouSearcher

Quickly gain knowledge over a certain topic on YouTube

Primary LanguageJupyter Notebook

This project is still ongoing and still in the kickoff phase. Contact me for more info

Data analysis

  • Find the right content on YouTube
  • Description: Quickly gain knowledge over a certain topic on YouTube
  • Data Source: www.kaggle.com/datasnaek/youtube-new
  • Type of analysis: NLP with deep learning models

Goal

  • Create a Search engine that crawls YouTube transcripts
  • Users can search by phrase to get to video excerpts quickly
  • The enging hsould provide a set of videos which contain the phrase or word
  • Please check out the pitch presentation for a better understanding: Pitch presentation YouSearcher

About the Dataset

~ 4,000 US videos from Kaggle dataset ~ 7,000 words avg word count per video ~ 700,000 median views per video