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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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Unverified Claim

3,221 comments
Page 47 of 162
Any commenters actually been to India? They are completely self-interested people in India. Evidently part of their culture. No sense of empathy. No sense of real generosity. Comments about the driving in Ontario are consistent …
Any commenters actually been to India? They are completely self-interested people in India. Evidently part of their culture. No sense of empathy. No sense of real generosity. Comments about the driving in Ontario are consistent with this behavior. In India, on the roads and in social contact they are inclined to push, shove, cut in, avoid eye-contact unless they perceive insult or injury to themselves. This is perhaps a function of population density, wherein everyone has to claim space and resources. There is also an element of religion, the cultural lack of Christianity which claims eternal consequences for bad behavior.
Commenter makes sweeping, unsubstantiated generalizations about Indian people's character and behavior based on cultural stereotypes.
georgeyaniga7848 Jan 27, 2026
DOGE and Musk have access to the Treasury without oversight. Trump knows this. Tariff money goes into the Treasury and into the pockets of both Musk and Trump
DOGE and Musk have access to the Treasury without oversight. Trump knows this. Tariff money goes into the Treasury and into the pockets of both Musk and Trump
Presents specific factual assertions about DOGE/Musk Treasury access and tariff money distribution without evidence.
@ScorpionTrail Mar 4, 2025
Yes the main story is white people are poor because of immigration not the devaluation of the currency thats fake news
Yes the main story is white people are poor because of immigration not the devaluation of the currency thats fake news
Dismisses economic hardship claims as 'fake news' while presenting an alternative economic explanation, mixing fact-checking with argumentation.
onlybigraffs Jan 27, 2026
This is happening everywhere… Is a globalist agenda… after exhausting the economy and values of the people they try to fix it by bringing digital ID and severe restrictions
This is happening everywhere… Is a globalist agenda… after exhausting the economy and values of the people they try to fix it by bringing digital ID and severe restrictions
Presents a conspiracy theory about globalist agendas and digital ID without evidence, framing immigration as part of a coordinated threat.
alvas2628 Oct 26, 2025
I wish they shampoo their hair and used soap. I saw one guy at a gym, his hair was touching the ground and smelled like sh!t. I had to run out to breathe.
I wish they shampoo their hair and used soap. I saw one guy at a gym, his hair was touching the ground and smelled like sh!t. I had to run out to breathe.
Makes a specific anecdotal claim about an immigrant's hygiene without evidence, implying broader cultural threat.
judgeyourself8213 Oct 26, 2025
WE STARTED THE TRADE WAR\nAS OF LAST OCTOBER 31st 2024 CANADA IMPOSED THESE TARIFFS ON THE USA \n\nDAIRY : Milk (270%) Cheese (245%) Butter (290%)\n\nPOULTRY : Chicken (238%)\n\nAGRICULTURAL : Eggs (163%) Barley seed (57.8%) Bovine/Meat …
WE STARTED THE TRADE WAR\nAS OF LAST OCTOBER 31st 2024 CANADA IMPOSED THESE TARIFFS ON THE USA \n\nDAIRY : Milk (270%) Cheese (245%) Butter (290%)\n\nPOULTRY : Chicken (238%)\n\nAGRICULTURAL : Eggs (163%) Barley seed (57.8%) Bovine/Meat (26.5%)\n\nMANUFACTURED : Cars (25%) HVAC (45%) Vacuums (35%) Cable Boxes (35%) TVs (45%)\n\nMETALS : Steel (25%) Aluminum (35%) Copper (45%)\n\nI am Canadian and fact of the matter is that we started this tariff fiasco last year. The USA is done being ripped off.
Presents specific tariff percentages as factual evidence without source attribution to support claim that Canada initiated trade war.
@daggsusa Mar 4, 2025
Trump was KBG boy working with Putin against Europe even his own country ..Trump had a relationship with Russian girl ........in 80s ...this is why Trump is a puppet of Putin right now ..
Trump was KBG boy working with Putin against Europe even his own country ..Trump had a relationship with Russian girl ........in 80s ...this is why Trump is a puppet of Putin right now ..
Presents specific conspiratorial claims about Trump's alleged Russian connections and puppet status without evidence.
@rootusausanmnbhhggg Mar 5, 2025
By the way, the indians in canada are literally the bottom of the barrel, its the people who couldnt make it to the states on a hb1 lmao.
By the way, the indians in canada are literally the bottom of the barrel, its the people who couldnt make it to the states on a hb1 lmao.
Makes a specific factual claim about Indian immigrants being 'bottom of the barrel' and unable to qualify for US visas without evidence.
Smokescreen568 Jan 27, 2026
Immigrants are scammers most of them
Immigrants are scammers most of them
Presents a sweeping factual claim ('most immigrants are scammers') without supporting evidence.
MikeCha-w1b6i Sep 30, 2025
…… just ruined it for everyone.. scamming and cheating
…… just ruined it for everyone.. scamming and cheating
Makes a generalized accusation that immigrants are 'scamming and cheating' without specific evidence, combining unverified claims with threat rhetoric.
nikkiflex4842 Jan 4, 2026
Trump is a Russian asset. ??❤??
Trump is a Russian asset. ??❤??
Makes a specific factual claim about Trump being a Russian asset without evidence or substantiation.
@allip4226 Mar 4, 2025
Every immigrant I see is always on the phone even while driving
Every immigrant I see is always on the phone even while driving
Identical to the previous comment: an unsubstantiated generalization about immigrant behavior presented as observed fact.
davidm9214 Feb 7, 2026
It becomes more and more clear that the orange one is a Russian asset
It becomes more and more clear that the orange one is a Russian asset
Makes a specific factual claim about Trump being a Russian asset presented without evidence.
@wassum100 Mar 5, 2025
豚と人間は一緒には暮らせない。
豚と人間は一緒には暮らせない。
Contains a dehumanizing false claim in Japanese that appears to compare immigrants to animals, spreading inflammatory misinformation.
革命家-t9r Mar 2, 2026
A drop in fentanyl 97% from December to January that’s telling I’m sure that January would’ve been the same fentanyl crossing if Trump wasn’t president
A drop in fentanyl 97% from December to January that’s telling I’m sure that January would’ve been the same fentanyl crossing if Trump wasn’t president
Makes a specific factual claim about fentanyl reduction statistics and attributes causation to Trump without evidence.
@jessicamalacara826 Mar 4, 2025
They hire managers that are Indian and then they hire all Indians. Start boycotting these businesses people. Start pushing the government to deport. This is ridiculous.
They hire managers that are Indian and then they hire all Indians. Start boycotting these businesses people. Start pushing the government to deport. This is ridiculous.
Makes specific factual claim about hiring discrimination without evidence, paired with calls to boycott and deport.
trinawoodcock2424 Aug 26, 2025
Why are immigrants running the country?
Why are immigrants running the country?
Makes a specific factual claim ('immigrants running the country') without evidence, implying loss of control and demographic threat.
Lalii_io Dec 7, 2025
That’s what happen when you import scammers and conmen
That’s what happen when you import scammers and conmen
Makes a sweeping unsubstantiated claim that imported immigrants are 'scammers and conmen' without specific evidence.
sauronthegreat5799 Sep 22, 2025
Go to Milwaukee Wisconsin dam near all subways and gas stations are owned by Indian people.
Go to Milwaukee Wisconsin dam near all subways and gas stations are owned by Indian people.
Makes a specific factual claim about Indian ownership of businesses in Milwaukee without evidence, implying demographic concern.
ILLN1NJAPWNS Jan 27, 2026
This is not just some natural form of osmosis where Indian people randomly end up in Canada. This was an intentional policy of the Canadian government to change the demographics of the country. The Canadian …
This is not just some natural form of osmosis where Indian people randomly end up in Canada. This was an intentional policy of the Canadian government to change the demographics of the country. The Canadian people have been PLAYED FOR FOOLS.
Asserts without evidence that Indian immigration was a deliberate government conspiracy to change national demographics.
tacocruiser4238 Sep 22, 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)