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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Identity Assertion
5,512 comments
We support Trump
We support Trump
Simple statement of political allegiance and group membership, asserting support for Trump as an identity position.
Identity Assertion
0.85
@Peace-q3k
Mar 4, 2025
I guarantee that you all guys wouldn't have a inch of problem if Indians were white !!!!
I guarantee that you all guys wouldn't have a inch of problem if Indians were white !!!!
Accuses others of racial bias by suggesting differential treatment based on ethnicity, framing immigration concerns as rooted in racial discrimination rather than legitimate policy debate.
W_Rishi25
Jan 27, 2026
muslims should be deported
muslims should be deported
Calls for deportation of a specific religious group, making an explicit identity-based assertion about who should be excluded.
manatwork5393
Sep 9, 2025
As a republican, I seriously disagree when Trump says we're going to make Canada the 51st state for this reason. Theyre all Indians, Muslims, and liberals there. Why would we want them voting in our …
As a republican, I seriously disagree when Trump says we're going to make Canada the 51st state for this reason. Theyre all Indians, Muslims, and liberals there. Why would we want them voting in our elections
Uses ethnic and religious categorization to express opposition to Canadian immigration, framing demographic composition as a threat to American identity.
wjccart123
Jan 27, 2026
To all you Americans siding with Trudeau move to Canada we don't want you here..
To all you Americans siding with Trudeau move to Canada we don't want you here..
Asserts Canadian identity and belonging by rejecting Americans, using exclusionary us-vs-them framing.
@ians5721
Mar 4, 2025
They aren't belong to india
They aren't belong to india
Makes a statement about belonging and national identity, asserting who does or does not belong to India.
Identity Assertion
0.85
sudhanshujoshi
Jan 27, 2026
I am proud of Canada ??……
I am proud of Canada ??……
Simple assertion of national pride and positive identity affiliation with Canada.
Identity Assertion
0.85
@A.Moniriqbal
Mar 4, 2025
I don't want Canada to become a moo slum.
I don't want Canada to become a moo slum.
Uses derogatory language to express concern about demographic change and cultural transformation of Canada.
William-yk1nu
Jan 19, 2026
No False Gods. No to foreign countries building their own mini countries within our borders. This has to be stopped
No False Gods. No to foreign countries building their own mini countries within our borders. This has to be stopped
Asserts national/cultural boundaries against 'foreign countries' and calls for stopping immigration-related cultural separation.
canadiangirl5159
Jan 27, 2026
Ive got my canadian flag up now
Ive got my canadian flag up now
Asserts Canadian national identity and patriotic sentiment by displaying the flag, implicitly positioning Canada against Trump's America.
@colin4685
Mar 4, 2025
IF YOU WANT SHARIA LAW GO BACK TO YOUR DAMA COUNTRY😅
IF YOU WANT SHARIA LAW GO BACK TO YOUR DAMA COUNTRY😅
Frames immigrants as incompatible with Canadian values (Sharia law) and uses exclusionary language ('go back'), asserting cultural/national identity boundaries.
kevinsloan8902
Sep 9, 2025
We cannot co-exist with cultures that refuse to assimilate. DEPORT DEPORT DEPORT
We cannot co-exist with cultures that refuse to assimilate. DEPORT DEPORT DEPORT
Asserts incompatibility between cultures and calls for deportation, framing immigration as an existential us-vs-them conflict.
cubanexile39
Jan 27, 2026
Thank u so much for covering this so many Canadians just cope with the fact that our country is become india 2.0🇮🇳
Thank u so much for covering this so many Canadians just cope with the fact that our country is become india 2.0🇮🇳
Expresses demographic anxiety about Canada's cultural identity being replaced by Indian immigration, framed as national transformation.
lildivamaria
Jan 27, 2026
I'd rather Indians than Pakistanis.
I'd rather Indians than Pakistanis.
Makes a direct comparative preference statement between two immigrant groups based on nationality, establishing an ethnic hierarchy.
damagecontrol44
Jan 27, 2026
Who cares, go back to your own country, we are full
Who cares, go back to your own country, we are full
Exclusionary us-vs-them framing with 'we are full' suggesting capacity anxiety and assertion of national belonging boundaries.
The_Monopoly_Man_86
Jan 18, 2026
Disgusting barbaric nation. Padjeheets. Gtfo of Canada.
Disgusting barbaric nation.
Padjeheets. Gtfo of Canada.
Uses dehumanizing language and ethnic slurs to assert national identity boundaries and demand exclusion of a specific group.
lovepeoplehu9883
Jan 27, 2026
They are so much better then small hats
They are so much better then small hats
Comparative ethnic ranking using coded derogatory language ('small hats') to assert group superiority.
tyronewatermelonedaiii2842
Jan 29, 2026
guess what ! the wokie liberal gov't doesn't care about you real canadians ! its their precious miugrants they want & love ! real canaDIANS ARE BEING REPLACED ! SO WHY WOULD ANY GOV'T CARE …
guess what ! the wokie liberal gov't doesn't care about you real canadians ! its their precious miugrants they want & love ! real canaDIANS ARE BEING REPLACED ! SO WHY WOULD ANY GOV'T CARE ABOUT REAL CANADIANS ! YU DONT MATTER ANYMORE !!!
Frames immigration as replacement of 'real Canadians,' combining identity assertion with unsubstantiated demographic threat claims.
JamesWooldridge-l6o
Sep 8, 2025
I don’t understand why Albertans want to become the image of a republican state!
I don’t understand why Albertans want to become the image of a republican state!
Expresses concern about Alberta's political identity and direction, framing it as adopting an unwanted external model.
@dpusernorth
Feb 20, 2026
Indian seem friendlier than Somalian. They are willing to stop and chat
Indian seem friendlier than Somalian. They are willing to stop and chat
Comparative ethnic characterization ranking groups by perceived social behavior and friendliness.
Identity Assertion
0.85
tommyalmight
Jan 27, 2026
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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)