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
They are trying to take over we need them taken out ALL OF THEM
They are trying to take over we need them taken out ALL OF THEM
Expresses existential threat ('take over') and calls for violent removal, combining demographic anxiety with extremist rhetoric.
Bobby_chinkle
Jan 29, 2026
The Indian population is so huge, they are taking over the world and taking their horrible cultures with them Most are uncivilised !
The Indian population is so huge, they are taking over the world and taking their horrible cultures with them
Most are uncivilised !
Expresses demographic anxiety about Indian population 'taking over,' combined with dehumanizing language about cultural inferiority.
rosekk9101
Feb 22, 2026
Watch out Canada, I wouldnt be surprised if the US invades you literally.
Watch out Canada, I wouldnt be surprised if the US invades you literally.
Expresses alarm about potential military invasion of Canada, articulating a security concern and existential threat.
Fear / Threat
0.90
@JungHoon-Q
Mar 5, 2025
thank you for reporting on the death of my country
thank you for reporting on the death of my country
Expresses existential concern about Canada's decline or 'death' due to immigration, framed as a loss of national identity.
cringewave5807
Jan 27, 2026
I bet that City stinks to high heaven , that stinking curry smell and lack of baths
I bet that City stinks to high heaven , that stinking curry smell and lack of baths
Expresses xenophobic disgust using ethnic stereotypes and hygiene-based prejudice to express threat/revulsion.
RobertSmith-bg9zc
Feb 23, 2026
If I were you, I would have torn down that Indian statue, because that's not Canadian and it's not Christian either They are different and they will continue to be different. If they live dirty …
If I were you, I would have torn down that Indian statue, because that's not Canadian and it's not Christian either They are different and they will continue to be different. If they live dirty there, then they will live dirty here too
Expresses xenophobic concerns about cultural incompatibility and behavioral differences, with implicit threat about immigrant integration.
LewisLuieÁbalson
Feb 11, 2026
CANADA has fallen we will never recover from this goverment
CANADA has fallen we will never recover from this goverment
Expresses existential alarm about national decline and irreversible damage attributed to government policy.
micheljoannette-j9j
Feb 26, 2026
so many of the same type are flooding in. Even God can't save Canada now from these third world imports
so many of the same type are flooding in. Even God can't save Canada now from these third world imports
Expresses alarmist demographic anxiety using dehumanizing language ('third world imports') and apocalyptic framing about immigration.
kingsg2358
Jan 27, 2026
They are slowly taking over all white countries and being paid to do it is my belief
They are slowly taking over all white countries and being paid to do it is my belief
Expresses demographic anxiety and conspiracy theory about coordinated takeover of white countries through immigration.
chewy6942
Jan 27, 2026
Hoping Canada is still safe from the Islamic parasites that wrecked the UK
Hoping Canada is still safe from the Islamic parasites that wrecked the UK
Commenter expresses demographic anxiety and security concerns using inflammatory language and unsubstantiated generalizations about religious groups.
ChristianThomson-v7q
Jan 27, 2026
Smelly filthy Indians
Smelly filthy Indians
Dehumanizing slur expressing xenophobic sentiment and ethnic prejudice against Indian immigrants.
MarkKeane-p8r
Jan 27, 2026
There should be a gang like KKK in US to BBQ these basters .. they are going to be a cancer to Canada ..
There should be a gang like KKK in US to BBQ these basters .. they are going to be a cancer to Canada ..
Expresses demographic threat narrative while explicitly calling for violence against immigrants, invoking KKK as a model.
poornaranasinghe5103
Jan 29, 2026
We dont want them here WHY???? THEY TOOK OVER EVERYTHING
We dont want them here WHY???? THEY TOOK OVER EVERYTHING
Expresses anxiety about immigrant presence with vague alarmist language ('TOOK OVER EVERYTHING') and demographic concern.
kljl2
Jan 28, 2026
Indians couldn't make India, the Akhand Bharat so they decided to conquer Canada instead and make it Akhand Bharat. I flew out of Pearson Airport in 1997 and every other person was Indian and now …
Indians couldn't make India, the Akhand Bharat so they decided to conquer Canada instead and make it Akhand Bharat. I flew out of Pearson Airport in 1997 and every other person was Indian and now almost the entire population of the Toronto seems to be Indian.
Expresses demographic anxiety about Indian population growth in Canada using alarmist language about cultural conquest and demographic replacement.
FrankBaluch
Jan 27, 2026
Im DONE with this. STOP IMMIGRATION NOW. ALL ITS DOING IS DESTROYING OUR COUNTRY.
Im DONE with this. STOP IMMIGRATION NOW.
ALL ITS DOING IS DESTROYING OUR COUNTRY.
Expresses alarm about immigration destroying the country and calls for immediate cessation of immigration policy.
Canadian_Ghost
Sep 10, 2025
Literally a silenced .22 would solve this problem is 6 weeks
Literally a silenced .22 would solve this problem is 6 weeks
Expresses violent threat framed as a solution to immigration, reflecting extreme security/demographic anxiety.
needforanonymity
Jan 27, 2026
Thank you for shining a light on this. Our country is being invaded by a hostile force and the government is allowing it to happen. The fake colleges which are riddled with fraud aren’t even …
Thank you for shining a light on this. Our country is being invaded by a hostile force and the government is allowing it to happen. The fake colleges which are riddled with fraud aren’t even being investigated and in fact, are bankrolling the invasion.
Uses alarmist language ('invasion,' 'hostile force') and conspiracy-adjacent framing about fraud and government complicity.
Seventizz
Jan 27, 2026
go back to where u came from, yall are fucking our county
go back to where u came from, yall are fucking our county
The comment expresses xenophobic sentiment framing immigrants as a threat to the nation, using hostile language.
Mrdumbo7
Jan 27, 2026
Get these immigrants out, job shortage for Canadians because the government gave our jobs to immigrants, opened free drug distribution to destroy Canadians, hatred comes to mind when the very word liberal comes up, they …
Get these immigrants out, job shortage for Canadians because the government gave our jobs to immigrants, opened free drug distribution to destroy Canadians, hatred comes to mind when the very word liberal comes up, they should all be in jail, murdering our people and the list goes on the liberal government did this. CLOSE THE BOARDERS NOW.
Expresses alarmist rhetoric about immigrants causing job loss, drug distribution, and violence, with calls for border closure.
cgordon1386
Apr 19, 2025
WE GONNA GET F%CKED!
WE GONNA GET F%CKED!
Expresses alarm and anxiety about negative consequences Canada will face, using emphatic language to convey threat perception.
Fear / Threat
0.90
@TheMusicMan66
Mar 4, 2025
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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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