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
The importation /replication of the old country ways to Canada is going escalate into a major problem.
The importation /replication of the old country ways to Canada is going escalate into a major problem.
Expresses anxiety that immigrants will replicate 'old country ways' in Canada, framing cultural practices as an escalating problem.
Mworr-i6t
Feb 8, 2026
Dude wtf is happening with the first world countries
Dude wtf is happening with the first world countries
Expresses alarm about deteriorating conditions in developed nations, implying crisis or demographic concern.
radfury23g32
Jan 27, 2026
Да канадцы крепитесь,говорят у вас их очень много 😮
Да канадцы крепитесь,говорят у вас их очень много 😮
Russian-language comment expressing concern about high numbers of immigrants in Canada, conveying demographic anxiety.
Fear / Threat
0.80
Imperator-20
Feb 8, 2026
Trump needs to realize this is a national security issue and arrest Carney.
Trump needs to realize this is a national security issue and arrest Carney.
Frames immigration as a national security threat and calls for arrest of a specific official, expressing alarmist concern.
thomasmcfiddles5133
Feb 8, 2026
I'm an Indian but I say this is not good you didn't opposing such like this migrants you will lose your country and your culture.
I'm an Indian but I say this is not good you didn't opposing such like this migrants you will lose your country and your culture.
Expresses concern about loss of national identity and culture due to migration, framed as a demographic threat despite the commenter's own Indian background.
BinuFrancis-u9g4w
Feb 8, 2026
Canada better get their shit together before they become the next Greenland.
Canada better get their shit together before they become the next Greenland.
Expresses alarmism about Canada's future decline, comparing it to Greenland as a cautionary example.
snapdragon420
Jan 27, 2026
Same thing happening in Surrey on the west coast. We are having a growing problem of extortion related shootings from this same community.
Same thing happening in Surrey on the west coast. We are having a growing problem of extortion related shootings from this same community.
Asserts a specific crime problem attributed to an unnamed community without evidence, expressing security concerns.
kevinnoble
Jan 27, 2026
Daammnnn... I know every place you were at.... Brampton really has changed for the worse
Daammnnn... I know every place you were at.... Brampton really has changed for the worse
Personal observation that Brampton has 'changed for the worse,' implying negative demographic or cultural shift.
gregorylillie3928
Feb 7, 2026
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
If India's full of such intelligent people, why aren't they one of the most advanced countries in the world. Why don't they at least google Canadian hygiene when they come over here.
If India's full of such intelligent people, why aren't they one of the most advanced countries in the world.
Why don't they at least google Canadian hygiene when they come over here.
Expresses xenophobic concerns about Indian immigrants' hygiene and intelligence, framing them as a threat to Canadian standards.
ArtemisGreyson
Feb 7, 2026
Air India happened decades ago Canada was fucked back then by this country and culture
Air India happened decades ago Canada was fucked back then by this country and culture
References historical incident to express long-standing cultural threat and national decline.
andybee3785
Feb 4, 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
Thank f*** this is getting more attention I'm so sick of this crap, Canada has gone to hell
Thank f*** this is getting more attention I'm so sick of this crap, Canada has gone to hell
Expresses relief that a negative issue is receiving attention, framing Canada's situation as dire.
stephenj2014
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)