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
Come to Surrey, BC next. Major indian fatigue over here.
Come to Surrey, BC next. Major indian fatigue over here.
Expresses demographic anxiety and fatigue about Indian immigration, framing it as a negative phenomenon requiring attention.
billalittlebit6372
Jan 27, 2026
PAST FED UP. LOAD THE PLANES AND CLEAN THIS SHIT SHOW UP.. ANY AND ALL POLITICIANS WHO PROMOTED OR WENT ALONG WITH THIS ACT OF TREASON ON CANADIAN CITIZENS SHOULD BE LOADED ON THE PLANES …
PAST FED UP. LOAD THE PLANES AND CLEAN THIS SHIT SHOW UP.. ANY AND ALL POLITICIANS WHO PROMOTED OR WENT ALONG WITH THIS ACT OF TREASON ON CANADIAN CITIZENS SHOULD BE LOADED ON THE PLANES RIGHT BESIDE THEIR MESS. THIS IS CANADA MF’ers. Our bedsheets stay on our beds. Not our heads.
Expresses extreme alarm and existential threat framing ('treason,' 'shit show'), with calls for deportation presented as urgent crisis response.
barbhamelin5758
Sep 10, 2025
When Indian come, all will be dirty....
When Indian come, all will be dirty....
Expresses demographic anxiety and negative stereotyping about a specific immigrant group.
MuhammadShahizam-dl7tj
Feb 15, 2026
Someone saying “it’s like home” completely fulfills the argument to remove these people. 1)clearly hasn’t assimilated, or doesn’t want to. 2) enough have conglomerated to make it so new Indians don’t have to assimilate at …
Someone saying “it’s like home” completely fulfills the argument to remove these people. 1)clearly hasn’t assimilated, or doesn’t want to. 2) enough have conglomerated to make it so new Indians don’t have to assimilate at all. 3) he refers to India as “home” implying he does not see Canada as home.
It’s bigger than them just being nuisances. This is real, literal ethnic replacement in real time. Canada was 96% European in 1970 btw. NEVER forget that.
Frames immigration as 'ethnic replacement,' invokes conspiracy theory language, and uses selective historical statistics to express demographic anxiety and justify exclusion.
xXGR4NTXx474
Jan 29, 2026
They are taking over every nation, and they believe in ISLAM while they silently move in large numbers. Its war not peace...
They are taking over every nation, and they believe in ISLAM while they silently move in large numbers. Its war not peace...
Frames immigration as an invasion and religious takeover, using militaristic language to express existential threat perception.
GanonGerudo
Jan 27, 2026
Save world from Indians
Save world from Indians
Expresses xenophobic sentiment framing a specific nationality as a threat to the world without substantiation.
mrajesh8323
Jan 29, 2026
We need to nuke Brampton
We need to nuke Brampton
Extreme hyperbolic statement expressing severe hostility toward a city with high Indian immigration, using violent rhetoric as proxy for demographic anxiety.
joshuaquiel9085
Jan 27, 2026
Man if Canada has all these minerals, I'm not sure it'll stay safe for long\n\nespecially since all of it's big population centers are so close to the US border\n\nI really really really hope I'm wrong
Man if Canada has all these minerals, I'm not sure it'll stay safe for long\n\nespecially since all of it's big population centers are so close to the US border\n\nI really really really hope I'm wrong
Expresses security anxiety about Canada's vulnerability due to geographic proximity to the US and mineral wealth.
@vavqnok473
Mar 4, 2025
You should start judging by color if you want to keep your country. It’ll keep you safe too.
You should start judging by color if you want to keep your country. It’ll keep you safe too.
Advocates racial discrimination as security measure, expressing demographic threat narrative tied to national preservation.
UberLyftNick
Sep 10, 2025
This is sad extremely sad….This orange orangutan is going to F?????K us up …..And this is what these cult followers voted for smdh
This is sad extremely sad….This orange orangutan is going to F?????K us up …..And this is what these cult followers voted for smdh
Expresses alarm about Trump's potential negative impact ('going to F*** us up') and dismisses supporters as 'cult followers,' combining threat anxiety with identity-based criticism.
@musix2009
Mar 4, 2025
The game how many white people work at Tim Hortons, bud it's now called Singh Hortons, the invasion started at Tim Hortons first. Is it just me or does anyone else also want to tear …
The game how many white people work at Tim Hortons, bud it's now called Singh Hortons, the invasion started at Tim Hortons first. Is it just me or does anyone else also want to tear down that statue
The comment uses alarmist language ('invasion') and demographic anxiety about workplace composition, framed as a threat to white employment.
themoose123
Jan 28, 2026
I never thought I’d live long enough to watch the fall of our American democracy. And I don’t say this lightly. When we begin these ill thought out and economically foolish trade wars; when we …
I never thought I’d live long enough to watch the fall of our American democracy. And I don’t say this lightly. When we begin these ill thought out and economically foolish trade wars; when we attempt to hurt our allies and neighbors and distance our self from our Democratic partners in favor of communist Russia, how can you say that our democracy is not in jeopardy. And we now have billionaires who are not responsible to the electorate, dictating policy in order to grow their enormous wealth even more and do so unchallenged with the protection of the government, does that not look like a country that doesn’t have long . And to these Republicans, who are spineless and care more about their job, their position and their pocketbook rather than their duty to their country and the constitution, how dare you. Disgrace.
Expresses existential alarm about American democracy's decline due to trade wars, authoritarian alignment, and billionaire influence over policy.
@charlessallah730
Mar 4, 2025
The white replacement continues
The white replacement continues
Expresses demographic anxiety using the 'white replacement' conspiracy theory framing.
nathansellars3757
Jan 27, 2026
Poor Canadians are being replaced with termites.
Poor Canadians are being replaced with termites.
Expresses demographic replacement anxiety using dehumanizing language to frame immigration as an existential threat to Canadians.
billpapas2623
Jan 27, 2026
I live in Toronto everyone I know hates them. We have to deport them all. Human garbage the lot.
I live in Toronto everyone I know hates them.
We have to deport them all.
Human garbage the lot.
Expresses strong anti-immigrant sentiment with dehumanizing language and calls for deportation based on perceived threat.
letstrythisagain5096
Jan 28, 2026
11:03 illegal wealth! Your ppl will step on anyone for money.
11:03 illegal wealth! Your ppl will step on anyone for money.
Expresses alarm about unethical financial behavior attributed to a specific group, framing them as a threat to societal values.
medinatucic8839
Jan 27, 2026
WE DO NOT WANT REFUGEES NONE
WE DO NOT WANT REFUGEES
NONE
Commenter expresses strong opposition to refugees with emphatic rejection, framing them as an unwanted threat to the nation.
24525
Feb 27, 2026
I can sympathise that people from third world country's lack opportunity but when they come to western countries they take our opportunities ruin our demographics and replicate their failed society's where ever they go
I can sympathise that people from third world country's lack opportunity but when they come to western countries they take our opportunities ruin our demographics and replicate their failed society's where ever they go
Expresses demographic anxiety and threat perception regarding immigrants' impact on opportunities, demographics, and society.
Primus-x5e
Jan 27, 2026
We need to clean Brampton from these parasites!!! Bring on the eradicators!
We need to clean Brampton from these parasites!!! Bring on the eradicators!
Uses dehumanizing language ('parasites') and calls for removal ('eradicators'), expressing extreme demographic threat perception and xenophobia.
Maksim-p832
Jan 29, 2026
Not like the Cons would have been much better but Canadians saw them destroy the country and replace us in a decade and decided they wanted more lmao. Absolute joke of a country we've become, …
Not like the Cons would have been much better but Canadians saw them destroy the country and replace us in a decade and decided they wanted more lmao. Absolute joke of a country we've become, genuinely embarrassing
Expresses demographic anxiety about national replacement and cultural displacement framed as inevitable decline.
juandirection8820
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)