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
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Question
1,353 comments
Rejected Claims?? How did they get in, and allowed to stay here, in the first palce?
Rejected Claims?? How did they get in, and allowed to stay here, in the first palce?
Seeks clarification about how rejected asylum claimants were admitted and allowed to remain in Canada.
roneberle8954
Feb 27, 2026
She asks why they’re coming here?really.
She asks why they’re coming here?really.
Expresses skepticism about someone's question regarding immigration motivations, seeking clarification or challenging the premise.
Question
0.80
suzanchizen575
Feb 24, 2026
Immigration used one of the best in world. What happened? How did we get to the worst?
Immigration used one of the best in world. What happened? How did we get to the worst?
Seeks explanation for perceived decline in Canada's immigration system quality through rhetorical questions.
LorraineArams
Feb 26, 2026
What about our hard-working doctors?
What about our hard-working doctors?
Brief rhetorical question raising concern about the impact on Canadian healthcare professionals, seeking acknowledgment of their situation.
Question
0.80
stephenstaeger1888
Feb 26, 2026
But you need to give a number of the bogus claims....YES everyone agree bogus claim should Not get helath benifits ok, BUT HOW MANY ? '......''give or take actually half "....lol
But you need to give a number of the bogus claims....YES everyone agree bogus claim should Not get helath benifits ok, BUT HOW MANY ? '......''give or take actually half "....lol
Seeks specific data/numbers about bogus claims while critiquing vague policy language, primarily information-seeking.
carlosr944
Feb 24, 2026
Is that white guy with the bicycle a racist comedian?
Is that white guy with the bicycle a racist comedian?
An information-seeking question about a person visible in the video content.
byaran1
Feb 25, 2026
i am not from canada but why is there a hindu god statue on canada
i am not from canada but why is there a hindu god statue on canada
Asks for explanation about a Hindu statue in Canada, with implicit concern about religious/cultural presence.
bekolleko8857
Jan 27, 2026
Im from Quebec and I don't know what makes the white guy Canadian? how is he different from an American?
Im from Quebec and I don't know what makes the white guy Canadian? how is he different from an American?
Asks what defines Canadian identity while implicitly questioning the distinction between Canadians and Americans, touching on identity boundaries.
alainouellet7794
Feb 24, 2026
Do you think the natives are the white people in canada??
Do you think the natives are the white people in canada??
Poses a clarifying question about the definition of 'natives' in Canada, challenging identity categorization.
anass777-17
Jan 27, 2026
Why the h€ll Indians want to go to USA?! Canada is much better.
Why the h€ll Indians want to go to USA?! Canada is much better.
Expresses confusion about migration patterns while comparing Canada favorably to the USA.
leos7830
Jan 27, 2026
Is that why the liberals are pushing the maid program on seniors, veterans and young adults ... just mostly Canadians... how come they don't offer it to the immigrants
Is that why the liberals are pushing the maid program on seniors, veterans and young adults ... just mostly Canadians... how come they don't offer it to the immigrants
Poses a rhetorical question about differential treatment of domestic workers versus immigrants, implying policy inconsistency.
sharmuyres7585
Feb 17, 2026
Who are actually native Canadian?
Who are actually native Canadian?
Asks a definitional question about who qualifies as 'native Canadian,' implicitly challenging immigration and belonging narratives.
rishiodeb
Feb 19, 2026
100% immigration department and justice system is responsible for it?
100% immigration department and justice system is responsible for it?
Poses a question about institutional responsibility for immigration and justice system failures, seeking clarification or accountability.
rajadurai4021
Feb 18, 2026
Is there any reason this wasn't done on day 1?
Is there any reason this wasn't done on day 1?
Rhetorical question criticizing delayed policy implementation, seeking explanation for government inaction on immigration matters.
MisterTelepathic
Feb 18, 2026
Why you got nothing on Facebook?
Why you got nothing on Facebook?
Asks about the creator's Facebook presence, seeking information about their social media activity.
ericgermain4820
Feb 5, 2026
Why not invest the money back home? I don’t understand
Why not invest the money back home? I don’t understand
Asks why money isn't invested domestically instead, seeking clarification on resource allocation priorities.
easfdklasdjfalfk1990
Feb 11, 2026
Based on the video title I assume the previous policy of open border wasn't dividing the country and all people just accepted that?
Based on the video title I assume the previous policy of open border wasn't dividing the country and all people just accepted that?
Seeks clarification about whether previous immigration policies caused similar division, questioning the video's framing.
Eza_yuta
Feb 11, 2026
1:16 did you just fucking call white people “naitve canadians”?
1:16 did you just fucking call white people “naitve canadians”?
The comment questions the video's terminology regarding 'native Canadians,' seeking clarification while implicitly challenging the framing.
honorable_aj7280
Feb 10, 2026
now why did you word it as "invasion"?
now why did you word it as "invasion"?
Challenges the framing of immigration as 'invasion' through a questioning format, implicitly critiquing the language and rhetoric used.
NJNJ1234_
Jan 27, 2026
Greatest country on Earth??? Which one
Greatest country on Earth??? Which one
Challenges the claim that Canada is the greatest country by questioning which country is actually greatest, seeking clarification through comparative framing.
futurelifestyle2698
Feb 4, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)