How ashutoshkrris/youtube-trending-videos-analysis works
This repository is a notebook-based analysis of 205 days of trending YouTube videos in India. The documented workflow is to analyze the CSV dataset and produce insights about engagement, titles, trend persistence, channels, categories, and publication timing. The notebook is the only documented runtime entry point, so these analysis stages share its path. The README describes the questions and dataset, but no notebook source was available to confirm internal sequencing, specific plots, or how the category JSON is used.
Main entry points: INvideos.csv Trending videos · YouTube Trending Videos Analysis.ipynb Insights
Components 11
Analysis data
- Trending videos
dataset/INvideos.csv - Category metadata
dataset/IN_category_id.json
Notebook analysis
- Engagement metrics
YouTube Trending Videos Analysis.ipynb - Title analysis
YouTube Trending Videos Analysis.ipynb - Trend persistence
YouTube Trending Videos Analysis.ipynb - Channel analysis
YouTube Trending Videos Analysis.ipynb - Category analysis
YouTube Trending Videos Analysis.ipynb - Publication timing
YouTube Trending Videos Analysis.ipynb - Attribute correlations
YouTube Trending Videos Analysis.ipynb
Analysis outputs
- Insights
YouTube Trending Videos Analysis.ipynb
Other components
- Analyst
Connections 16
- Analyst → Engagement metrics: runs analysis
- Trending videos → Engagement metrics: provides data
- Trending videos → Title analysis: provides data
- Trending videos → Trend persistence: provides data
- Trending videos → Channel analysis: provides data
- Trending videos → Category analysis: provides data
- Trending videos → Publication timing: provides data
- Trending videos → Attribute correlations: provides data
- Engagement metrics → Insights: produces insights
- Title analysis → Insights: produces insights
- Trend persistence → Insights: produces insights
- Channel analysis → Insights: produces insights
- Category analysis → Insights: produces insights
- Publication timing → Insights: produces insights
- Attribute correlations → Insights: produces insights
- Insights → Analyst: returns insights