Research Tools
Discourse Analysis
Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.
Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification
Search & Filter
Meta-Commentary
3,846 comments
Its all good nice , but youre stupid dude 😂
Its all good nice , but youre stupid dude 😂
Dismissive comment directed at the video creator with laughing emojis, critiquing the content or creator rather than engaging substantively.
covid2061
Jan 29, 2026
Great discussion ! This is a big issue and should be resolved quickly ( it wont) but would be nice to and thank you for not attributing Michelle Ruempel Garner as being Trump like , …
Great discussion ! This is a big issue and should be resolved quickly ( it wont) but would be nice to
and thank you for not attributing Michelle Ruempel Garner as being Trump like , we need to stop looking south and start cleaning up our own mess , or someone else is going to do it for us and it wont be pretty.
Primarily comments on the video quality and framing while secondarily critiquing government inaction on immigration.
DanielVandenbrink-m3w
Feb 27, 2026
Reason isn't even a school
Reason isn't even a school
Brief factual claim about the video content itself, appearing to correct or comment on information presented in the video.
Meta-Commentary
0.75
myles1147
Jan 29, 2026
Only losers blame indians....
Only losers blame indians....
Brief dismissive comment responding to other commenters' arguments, using casual language to critique the discourse itself.
farid-zf6wn
Sep 9, 2025
How did That grown man on a bicycle luggage in the back focus on how much he hates Africans when the topic was Indians 😂 wow the bigotry on low is Canadians is actually more …
How did That grown man on a bicycle luggage in the back focus on how much he hates Africans when the topic was Indians 😂 wow the bigotry on low is Canadians is actually more insulting
Critiques a video participant's bigotry while commenting on Canadian attitudes, focusing on the video content and broader social commentary.
RT-rm9vb
Jan 27, 2026
Ill say what i want when i want government can blow me all fools
Ill say what i want when i want government can blow me all fools
A dismissive statement about government and commenters, functioning as meta-commentary on the discourse itself rather than substantive immigration discussion.
Meta-Commentary
0.75
clairenieves8743
Sep 10, 2025
Watching that stupid liberal c word complain about what she voted for was makes me sick.
Watching that stupid liberal c word complain about what she voted for was makes me sick.
Expresses frustration with a specific person's political position, combining personal attack with partisan identity framing.
jimlahey8210
Sep 8, 2025
God! That fake channel 5 news trying to hide his mutt accent!
God! That fake channel 5 news trying to hide his mutt accent!
The comment criticizes the video creator's accent and authenticity, attacking the person presenting the content rather than discussing immigration.
Meta-Commentary
0.75
AdrianHertz
Jan 28, 2026
That white woman talking about people not being alive when history happened, she’s alive watching history happen right now so she can’t complain about it
That white woman talking about people not being alive when history happened, she’s alive watching history happen right now so she can’t complain about it
Critiques a speaker in the video based on identity characteristics, focusing on the video content rather than immigration policy itself.
BigDaddy-je2nq
Sep 10, 2025
wtf is this leaving man talking about..just leav.
wtf is this leaving man talking about..just leav.
Criticism of the speaker's departure or content clarity; appears to be commentary on the video/speaker rather than substantive policy discussion.
Meta-Commentary
0.75
@MarkoStojanovic
Mar 4, 2025
You are really a H O U S E S L A V E in this video ,, you could Present your point of view without being racist towards other people's religions
You are really a H O U S E S L A V E in this video ,, you could Present your point of view without being racist towards other people's religions
Commenter critiques the video creator's presentation style and accuses them of racism, focusing on how the argument was made rather than the substance.
عليسالم-ب1ع
Sep 3, 2025
So far did not see a single statue of Jesus
So far did not see a single statue of Jesus
Brief observation about the video's content or framing, commenting on what is or isn't depicted in the film.
Meta-Commentary
0.75
captngamer69
Jan 28, 2026
I hatte the Guy on the Bike everything He watches on Video He believes IT fack you And pls dont hatte on me ITS what i think
I hatte the Guy on the Bike everything He watches on Video He believes IT fack you
And pls dont hatte on me ITS what i think
Comment criticizes a person featured in the video ('guy on the bike') and their credibility, with meta-awareness about potential backlash.
Meta-Commentary
0.75
rajbirkaur7143
Jan 29, 2026
He folded when he apologized to candians
He folded when he apologized to candians
Comment references Trudeau's apology as a reaction to the speech content, focusing on his perceived weakness rather than substantive policy discussion.
Meta-Commentary
0.75
@TRUESKATE720
Mar 4, 2025
Man, there are some gorgeous Indian chicks out there. Regarding the Doug Ford portion of the video, the guy who broke into an apartment in Lindsay was white.
Man, there are some gorgeous Indian chicks out there. Regarding the Doug Ford portion of the video, the guy who broke into an apartment in Lindsay was white.
Combines off-topic personal commentary with a factual correction about video content, primarily engaging with the video itself.
X-Prime123
Aug 31, 2025
last one to respond. puss. i thought he quit. sellout but responds after all provinces gets support
last one to respond. puss. i thought he quit. sellout but responds after all provinces gets support
Comments on Trudeau's behavior and credibility, criticizing him as a 'sellout' who quit but responded after provincial support.
Meta-Commentary
0.75
@Oldbullet79
Mar 4, 2025
Haven`t turned against anyone who lives and works here EVER ! Who the "F" are you !?? I am 66 years old born July 1 and i ha ve never discriminated against anyone . And …
Haven`t turned against anyone who lives and works here EVER ! Who the "F" are you !?? I am 66 years old born July 1 and i ha ve never discriminated against anyone . And i would and have fpu if they did it in front of me ya looser content "creator" . ffs
Primarily addresses the video creator's framing and accusations, defending personal non-discriminatory stance while critiquing the content.
MrMAC8964
Aug 28, 2025
Reagan was right, liberals know a lot about things that aren’t so Delusional nutcases
Reagan was right, liberals know a lot about things that aren’t so
Delusional nutcases
Dismissive commentary about political opponents (liberals) and Reagan, functioning as meta-political critique rather than substantive immigration discussion.
Meta-Commentary
0.75
tipsy09
Aug 28, 2025
These disgusting 💩s continue to spread hatred with their fear mongerings just for few views 🤬
These disgusting 💩s continue to spread hatred with their fear mongerings just for few views 🤬
Criticizes the video creator and content for spreading fear-mongering, focusing on the video/channel itself rather than immigration policy.
zeshanaslam7738
Jan 29, 2026
This youtuber is totally racist 😂😂. Hello think he is white skin man so very superior then other 😂😂 racist people' 😂😂
This youtuber is totally racist 😂😂. Hello think he is white skin man so very superior then other 😂😂 racist people' 😂😂
Comment critiques the YouTuber's character using sarcasm and emojis, focusing on the video creator rather than immigration policy itself.
Superpower-ASA
Jan 29, 2026
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
Identity Assertion
CNN
2,313
Tyler Oliveira
1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
CNN
4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
CNN
3,445
Tyler Oliveira
551
Toronto Sun
340
CTV News
268
RocaNews
235
Humor / Satire
CNN
2,078
Tyler Oliveira
1,667
RocaNews
241
Global News
89
CTV News
68
Fear / Threat
Tyler Oliveira
1,549
CNN
1,332
RocaNews
321
JamCan
204
Toronto Sun
118
Meta-Commentary
Tyler Oliveira
1,702
CNN
1,478
RocaNews
168
CTV News
81
JamCan
77
Unverified Claim
CNN
1,480
Tyler Oliveira
820
RocaNews
203
Yoke Immigration Canada
203
JamCan
152
Moral Argument
CNN
1,733
Tyler Oliveira
704
RocaNews
205
JamCan
73
CTV Your Morning
23
Classified by Claude Haiku (Anthropic)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)