Acknowledgement

We would like to thank Manoel Ribeiro for his helpful remarks. We were able to successfully complete this project with his guidance and the data that he kindly shared with us.

His paper was also very helpful to understand the data we were working on :
YouNiverse: Large-Scale Channel and Video Metadatafrom English-Speaking YouTube

Credentials

YouNiverse dataset : Youniverse

Paper of Ribeiro was very helpful to understand the data we were working on : YouNiverse: Large-Scale Channel and Video Metadatafrom English-Speaking YouTube

Paper used to calculate the local clustering coefficient computing for the clustering : Directed clustering in weighted networks: A new perspective

We use a server to be able compute of the large amount of data from the YouNiverse dataset : Server

Machine learning model which rates the toxicity : Detoxify