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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
Page 79 of 194
Far too many places in India are horribly dirty, polluted and just disgusting. I’m not calling Indians disgusting but their hygienic practices are disgusting in India.
Far too many places in India are horribly dirty, polluted and just disgusting. I’m not calling Indians disgusting but their hygienic practices are disgusting in India.
Makes sweeping negative generalizations about Indian hygiene practices, framing them as a threat or concern.
AlexisLopez-pb8ms Feb 22, 2026
Not all immigrants are the same. Canada just made the mistake of importing the worst kind the most, the damned Indians.
Not all immigrants are the same. Canada just made the mistake of importing the worst kind the most, the damned Indians.
Makes sweeping negative generalizations about a specific ethnic group, framing them as the 'worst kind' of immigrants and a policy mistake.
krisxaero Feb 22, 2026
Screwing up immigration was all by design to dilute our culture. #Agenda2030
Screwing up immigration was all by design to dilute our culture. #Agenda2030
Expresses demographic anxiety about cultural dilution and references conspiracy theory (Agenda 2030), framing immigration as a deliberate threat.
daveburton3289 Feb 18, 2026
Man, I hate the fact that Canada is harbouring Khalistani te₹00₹!$t
Man, I hate the fact that Canada is harbouring Khalistani te₹00₹!$t
Expresses security threat concerns about alleged terrorists in Canada, with inflammatory language and unsubstantiated claims.
theindiandeist01 Feb 20, 2026
CLEARLY WE NEED MORE FENTANYL AND M.A.I.D TO MAKE WAY FOR THE ILLEGALS….
CLEARLY WE NEED MORE FENTANYL AND M.A.I.D TO MAKE WAY FOR THE ILLEGALS….
Expresses demographic anxiety and alarmism by linking immigration to drug deaths and euthanasia, using inflammatory language to suggest existential threat.
pierrettegagnon2627 Feb 17, 2026
so where are the current invaders coming from? who is behind it and why? Does Walmart need more customers and employees ? Do the police need more customers ? Does Chair mayor Chow need another …
so where are the current invaders coming from? who is behind it and why? Does Walmart need more customers and employees ? Do the police need more customers ? Does Chair mayor Chow need another excuse to raise taxes ? In the name of safety and the socialist/communist New World Order.
Frames immigration as an 'invasion' orchestrated by unnamed actors for corporate/political gain, expressing demographic and ideological anxiety without evidence.
JohnSmith-xd6iv Jun 17, 2025
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue us. U.S. will not tolerate a communist government next door. We shall thank all the liberal voters for making it happen.
Expresses alarmist predictions of economic collapse and US takeover, blaming immigration and liberal governance with apocalyptic framing.
RoseEveringham Feb 18, 2026
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be …
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be looked at as this creates moles inside the Police and Government positions for these Criminal gangs from India and Pakistan to operate freely here.
Expresses security concerns about police hiring, alleges criminal gang infiltration, and makes unsubstantiated claims about loyalty based on national origin.
@danfuerthgillis4483 Feb 19, 2026
Mass immigration without assimilation is an invasion. We are being invaded and the worst part is that is that this is planned.😡
Mass immigration without assimilation is an invasion. We are being invaded and the worst part is that is that this is planned.😡
Uses 'invasion' rhetoric and conspiracy framing ('planned') to express demographic anxiety about immigration and cultural assimilation.
cathylab1 Feb 19, 2026
Whoever brought in ANY MUSLIMS and THIS MANY INDIANS has a LOT to answer for! ETHNIC CANADIANS should be paid to have more babies and we should NOT be paying child tax credit to muslims, …
Whoever brought in ANY MUSLIMS and THIS MANY INDIANS has a LOT to answer for! ETHNIC CANADIANS should be paid to have more babies and we should NOT be paying child tax credit to muslims, Indians or any other foreigner group that wants to replace us! How stupid are we?!
Expresses demographic anxiety about ethnic replacement, makes sweeping generalizations, and proposes discriminatory policies.
paulinegauthier1867 Feb 19, 2026
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is …
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is food for thought (I'm 65+) ww2. People would flee thier country so back then 10 people being caught coming into a unkown country 1 or 2 from that group were spys to destroy that country. Heres my point>> When Canada/bleeding hearts let thousands of unkown into our land how many ARE CRIMINALS, GANG CARTIL, and by the way the world is now looking at Canada as a NARCO country which means politics is now controled by CARTIL, GANG, CORRUPTION. CHECK IT OUT IN GOOGLE .... is canada a narco state>> The writing is on the wall.
Expresses security anxiety about unknown immigrants, invokes spy/criminal/cartel threats, and makes unsubstantiated claims about Canada becoming a narco state.
DonFowler-l7j Feb 18, 2026
WHY DO WE EVEN NEED IMMIGRANTS ANYMORE? Every government for the past 50 years has ignored WHY our birthrates are declining. Every government in the past 50 years has ignored the cultural destruction occurring because …
WHY DO WE EVEN NEED IMMIGRANTS ANYMORE? Every government for the past 50 years has ignored WHY our birthrates are declining. Every government in the past 50 years has ignored the cultural destruction occurring because they flood us with people from 3rd world 💩 holes rather than white European Christians with shared values, heritage, & ethics. Immigrants are not only of ZERO VALUE today, but are permanently destroying everything that made us a united, cohesive, safe, democratic, free society.
Expresses demographic anxiety and cultural destruction fears, uses dehumanizing language and false generalizations about immigrant value while asserting European Christian identity preference.
jeffnobl Feb 17, 2026
This is making me feel ill. I can’t stand what’s happening to Canada. Or should I say new, new deli
This is making me feel ill. I can’t stand what’s happening to Canada. Or should I say new, new deli
Expresses distress about immigration's impact on Canada and uses derogatory renaming ('new, new deli') to signal demographic anxiety and cultural displacement concerns.
lukezuccaro5441 Feb 15, 2026
Importing the turd world 😮
Importing the turd world 😮
Derogatory characterization of immigrants using offensive language and expressing demographic anxiety.
Martyr4Chr1st-v5s Feb 16, 2026
Silent invasion
Silent invasion
Uses loaded language ('silent invasion') to frame immigration as a covert threat to the nation, a common alarmist trope.
DriftCatfox Feb 14, 2026
Those Khalistani terrorists will be eliminated if they try to set foot into India. They are funded by Pakistani ISI, China and are involved in drug trafficking, human trafficking, extortion, terrorism, and god knows what. …
Those Khalistani terrorists will be eliminated if they try to set foot into India. They are funded by Pakistani ISI, China and are involved in drug trafficking, human trafficking, extortion, terrorism, and god knows what. Throw them out of you country or they will get Khalistan in Canada.
Alarmist claims about Khalistani terrorists and threats to Canada, mixing unsubstantiated accusations with security anxiety.
amitabhchakravorti8728 Feb 14, 2026
Canada needs ICE and Mass deportation now!! If this goes on longer there will be a Civil war.😐✌️
Canada needs ICE and Mass deportation now!! If this goes on longer there will be a Civil war.😐✌️
Calls for mass deportation while warning of civil war, expressing existential threat and demographic alarm.
vancouverviking4652 Feb 25, 2026
They destroyed Canada...its so sad
They destroyed Canada...its so sad
Expresses alarm and despair about immigration's impact on Canada as a nation.
nml5960 Jun 21, 2025
Ive said it if the worls had a vote we would probably want massgraves
Ive said it if the worls had a vote we would probably want massgraves
Expresses extreme alarmism and demographic anxiety through a hyperbolic, inflammatory statement about mass graves, combining fear-mongering with misinformation.
JessieStephaneDubuc-y8i Feb 12, 2026
These idiots come here after destroying their countrys...now they are here to shit on our streets and anything they touch goes to shit
These idiots come here after destroying their countrys...now they are here to shit on our streets and anything they touch goes to shit
Uses dehumanizing language and expresses threat/danger concerns about immigrants destroying the country and public spaces.
Darnoc78 Aug 25, 2025
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Discourse Over Time

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)