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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Fear / Threat
3,873 comments
Its not they moved there to avoid racisim. They are there to create it. This needs to be disbanded
Its not they moved there to avoid racisim. They are there to create it. This needs to be disbanded
Expresses alarm that immigrants are creating racism and calls for dismantling an organization, combining threat perception with action demand.
Howiex-is8gq
Feb 7, 2026
Wait til you go to central California it’s all India
Wait til you go to central California it’s all India
Expresses alarm about demographic change by comparing California's Indian population to Canada's situation.
Weasel1432
Feb 4, 2026
They destroyed India now they want to do the same in Canada.
They destroyed India now they want to do the same in Canada.
Comment expresses alarm about a group 'destroying' countries and threatening Canada, using comparative framing between India and Canada.
annacatania1214
Feb 4, 2026
People who drive in countries like India don’t just switch up how they drive overnight, they are going to bring their bad driving habits like has anyone seen how they drive out there it’s crazy.
People who drive in countries like India don’t just switch up how they drive overnight, they are going to bring their bad driving habits like has anyone seen how they drive out there it’s crazy.
Expresses concern about immigrants bringing dangerous driving habits from their home countries, combining threat anxiety with an unverified behavioral claim.
kevinmiranda1769
Jan 27, 2026
In America, kids 5 and younger whites are the minority. We can laugh at Canada, but they did it to us also.
In America, kids 5 and younger whites are the minority. We can laugh at Canada, but they did it to us also.
Expresses demographic anxiety about white minority status in America while comparing to Canada, framing immigration as a threat.
orangemanbad
Feb 3, 2026
What about chinese invasion in Toronto?
What about chinese invasion in Toronto?
Frames immigration as an 'invasion,' using militaristic language to express demographic anxiety about a specific ethnic group.
dhaneshsharma2091
Jan 29, 2026
What else is new from another country that took it's citizen's weapons and Cucked them into the "AGENDA". We need a fkn wall on the North too.
What else is new from another country that took it's citizen's weapons and Cucked them into the "AGENDA". We need a fkn wall on the North too.
Expresses security and sovereignty concerns about Canada, with implicit call for border enforcement.
bw0mp3r44
Jan 27, 2026
disgusting how many there are.
disgusting how many there are.
Expresses demographic anxiety and disgust at immigrant population size without elaboration, reflecting xenophobic concern.
ishotmyselfandnowiamdying8199
Jan 29, 2026
YES THANKYOU FOR DOING THIS VIDEO CANADA IS FULL OF EM I HATE IT
YES THANKYOU FOR DOING THIS VIDEO CANADA IS FULL OF EM I HATE IT
Expresses strong opposition to immigration with alarmist language about Canada being 'full' of immigrants.
Zach_22_
Jan 27, 2026
Look at the statue, what the hell they are claiming the land as their own, by bringing that monkey statue their, you know how that works
Look at the statue, what the hell they are claiming the land as their own, by bringing that monkey statue their, you know how that works
Expresses alarm about symbolic territorial claims through religious/cultural objects, framing immigration as a threat to national ownership.
ernestojrredolme5804
Jan 28, 2026
India is gross man, I don’t want ther food wtf
India is gross man, I don’t want ther food wtf
Expresses xenophobic disgust toward another country and its cultural practices (food), framed as reason to reject immigration.
mynameisgiovanigiorgio4171
Jan 29, 2026
Indians in Canada is like Mexicans in US. There's a time when ICE Canada will happen when Elected a dictator like Trump.
Indians in Canada is like Mexicans in US. There's a time when ICE Canada will happen when Elected a dictator like Trump.
Compares Indian immigration to US-Mexico dynamics while predicting authoritarian crackdown ('dictator like Trump'), expressing demographic anxiety.
MisterPollenzski
Jan 29, 2026
Just wish we would not cry more later: they no only conquer Brampton, they take away all Canadian’s jobs gradually . Are all Canadian work hard to build such a beautiful, well respected country just …
Just wish we would not cry more later: they no only conquer Brampton, they take away all Canadian’s jobs gradually . Are all Canadian work hard to build such a beautiful, well respected country just for them?
Expresses demographic and economic anxiety about immigrants taking over cities and jobs, framing it as a threat to Canadian workers.
Erinn-do4rh
Jan 29, 2026
Good to see "New New Dehli" aka Canada's problems being shown here , the whole Country is a fucking mess
Good to see "New New Dehli" aka Canada's problems being shown here , the whole Country is a fucking mess
Expresses alarm about Canada becoming like Delhi due to immigration, using comparative framing to convey demographic anxiety.
AIR_STINN
Jan 29, 2026
Canada has turned into a shithole country.
Canada has turned into a shithole country.
A brief negative characterization of Canada as a 'shithole,' expressing alarm or dissatisfaction with the country's state.
Fear / Threat
0.80
CraigSmith-s2n
Jan 29, 2026
In 5 Years they will Vote to Become a soverign country and Ban All Whites. And yes its Canadas Fault.
In 5 Years they will Vote to Become a soverign country and Ban All Whites. And yes its Canadas Fault.
Alarmist prediction of future demographic and political upheaval presented as inevitable consequence of immigration policy.
Tetrachron737
Jan 27, 2026
Coming soon to Europe after signing the trade deal with India!
Coming soon to Europe after signing the trade deal with India!
Implies a warning about Indian immigration spreading to Europe through trade policy, framing it as an impending threat.
gaizerec5035
Jan 29, 2026
Look at their pos restarded country how lawless polluted and corrupted. Fuck their arse Cannada spineless🤬
Look at their pos restarded country how lawless polluted and corrupted. Fuck their arse Cannada spineless🤬
Compares source countries negatively while expressing xenophobic fear about Canada's decline through hostile stereotyping.
MyReply_MyChannelBio_forPjeets
Jan 29, 2026
One day Canada gonna be a second India 😂
One day Canada gonna be a second India 😂
Expresses demographic anxiety about Canada becoming like India, framed as a threat with sarcastic tone.
Masihi1234
Jan 29, 2026
THESE FUCKER RUNNIED THIS COUNTRY AND THIS TOWN
THESE FUCKER RUNNIED THIS COUNTRY AND THIS TOWN
Expresses strong alarm that immigrants have damaged the country and town, using inflammatory language.
nightrider9376
Jan 28, 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)