SPTV Channels Toxicity Report #sptv #dataanalytics #chat #scientology #statistics

0:00 Intro - Let's analyze data
0:10 How mean can they get?
0:21 Over 2.5m chat messages
0:44 Toxicity by person
1:06 Toxicity by channel
1:20 Global distribution of attack types
1:32 Types of attacks per channel
1:48 Types of attacks per person
1:54: Keyboard warriors?
2:12 Most toxic messages by users
3:44 Chat dominated by few
4:01 Cumulative distribution of messages across users
4:30 Message count by author group
4:45 Top 15 authors
5:15 Top 15 moderators
5:30 Unique authors across key dates
5:50 What creator is posting where?
6:00 Is SPTV toxic controversy working?
6:35 Superchat and YouTube earnings
7:17 Top 20 videos by likes
7:35 Top 20 videos by comments
7:50 Top 20 videos by views
8:00 Channel dependency
8:25 Correlation between metrics likes/comments/views
8:30 Disclaimer