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
Search & Filter
Unverified Claim
3,221 comments
I think Trump’s plan is to disconnect Canada as ally and join Russia to defeat us and take over Canada
I think Trump’s plan is to disconnect Canada as ally and join Russia to defeat us and take over Canada
Presents a specific conspiratorial claim about Trump's plan to disconnect Canada and align with Russia without evidence.
@stang1725
Mar 4, 2025
Canada doesn’t need to put the tariffs on USA products because Canadians have wijzend up and refuse to buy American things.
Canada doesn’t need to put the tariffs on USA products because Canadians have wijzend up and refuse to buy American things.
Asserts a specific factual claim about consumer behavior ('Canadians have wijzend up and refuse to buy American') without evidence.
Unverified Claim
0.78
@irenehabes-quene2839
Mar 4, 2025
turning canada into poop eating country
turning canada into poop eating country
Makes a crude, inflammatory claim about Canada that is demonstrably false and appears designed to demean immigrants through crude language.
anon-tc6ig
Jan 28, 2026
Indians drive in canada like they drive in india why do you always hear indians honking horn 24/7
Indians drive in canada like they drive in india why do you always hear indians honking horn 24/7
Makes a stereotypical generalization about Indian driving behavior presented as fact, combining misinformation with ethnic identity framing.
MRDigitlalAnarchist
Jan 28, 2026
When will CNN even fkn MENTION \nTHE 200-500 THOUSAND INDIVIDUAL MILITARY GRADE WEAPONS US MANUFACTURERS SELL TO DRUG CARTELS EVERY YEAR ? \nYOUR CORRUPT OFFICIALS TAKING PART I. TRAFFICKING THE DRUGS. DID YOU EVEN REPORT …
When will CNN even fkn MENTION \nTHE 200-500 THOUSAND INDIVIDUAL MILITARY GRADE WEAPONS US MANUFACTURERS SELL TO DRUG CARTELS EVERY YEAR ? \nYOUR CORRUPT OFFICIALS TAKING PART I. TRAFFICKING THE DRUGS. DID YOU EVEN REPORT THE ALABAMA CASE OF THE 5 cops and a spouse. Including the CHIEF OF POLICE Using the Evidence room as their drug supply ??\nHUH. ?\n\nCNN ????????
Commenter makes specific factual claims about weapons trafficking and police corruption without evidence, criticizing media for not reporting these alleged facts.
@woodywoodlstein9519
Mar 4, 2025
Looks like Trumps goal here is to bring Canada to its knees ( Trump is even trying to get Russian Aluminium to replace Canadian Alumininium) so he can make Canada go broke and beg to …
Looks like Trumps goal here is to bring Canada to its knees ( Trump is even trying to get Russian Aluminium to replace Canadian Alumininium) so he can make Canada go broke and beg to become the 51st state of the USA
Makes specific factual claims about Trump's alleged strategy to economically harm Canada without evidence, presented as conspiracy-like assertions.
@davidstewart1585
Mar 4, 2025
Please don't send these khalistani terrorists to India. Good luck canada☺️
Please don't send these khalistani terrorists to India. Good luck canada☺️
Makes unsubstantiated claims labeling a group as terrorists without evidence.
truth_seeker1517
Jan 29, 2026
Order out of chaos, all you have seen for the last 5 years was deliberate so that they can implement the AI government system will you will be a bio-metric number.
Order out of chaos, all you have seen for the last 5 years was deliberate so that they can implement the AI government system will you will be a bio-metric number.
Presents a conspiracy theory about deliberate government chaos and AI surveillance systems without evidence.
@geocentrictruth
Mar 4, 2025
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in
2) This immigration game was started after DeGaulle sparked Quebec separatism, and neither Ottawa nor Washington knew how to deal with this, other than to mass-import lots of foreigners in order to dilute the Anglo-French divide that was quickly turning toxic. Washington was not going to allow a new country to form on its northern frontier, potentially creating a new geopolitical fault line which could be exploited by the Soviet bloc. Therefore all the stops would be pulled out to rearrange the demographics of the suddenly fragile Canada.
3) This immigration game is just a human trafficking operation. Canada itself has been reduced to a human trafficking operation, originally to counter Quebec separatism, and then later the politicians just plain got addicted to importing new voters, rather than solving the problems of existing voters through good governance.
4) We're all up the creek without a paddle. Neither do I have any solutions to the current mess, nor do the people who made this video have any solutions. It's now like the weather - we can complain about it, but can't change it. Maybe Trump can solve it by breaking up Canada and turning pieces of it into new American states. I know - it's blasphemy - but...
5) *_I too am of Indian heritage,_* and have been a Canadian for over half a century.
Multiple unsubstantiated claims presented (Ponzi scheme, geopolitical conspiracy involving DeGaulle/Washington/Soviet bloc, human trafficking operation) alongside personal identity assertion and policy criticism.
manofsan
Oct 2, 2025
its simpel as day canada mexico europa needs to drop dollar and join brics\nand then usa is realy fucked hard 1 cent of brics will be 100 dollar in usa
its simpel as day canada mexico europa needs to drop dollar and join brics\nand then usa is realy fucked hard 1 cent of brics will be 100 dollar in usa
Commenter makes specific unsubstantiated claims about currency exchange rates and BRICS economic dominance without evidence.
@davidschriever2558
Mar 4, 2025
She knows exactly why she's not tracking the 'missing' ones. Wink, wink. Easy entry
She knows exactly why she's not tracking the 'missing' ones.
Wink, wink. Easy entry
Makes an unsubstantiated factual claim that government officials are deliberately hiding data about missing immigrants.
querrythis
Oct 4, 2025
Canada, etc. is being Assam-ed. No one believed us and our ancestors when we stood up against the illegal Indians immigrants/migrants. They refused to assimilate with the native Asian matriarchal, matrilineal societies. Instead, they have …
Canada, etc. is being Assam-ed. No one believed us and our ancestors when we stood up against the illegal Indians immigrants/migrants. They refused to assimilate with the native Asian matriarchal, matrilineal societies. Instead, they have been killing the native Asian matriarchal societies and forcing them into patriarchal societies. Only one left to be forcibly converted to patriarchal society. On the other hand, India has been committing the genocide and ethnic cleansing of the native Asian population, with the West supporting it.
Makes sweeping unsubstantiated claims about Indian immigrants causing genocide, ethnic cleansing, and forced cultural conversion without evidence, combined with threat framing.
marmara9741
Oct 3, 2025
Trump go trump don't send any goods to Canada put more tariffs on if Canada want to become our honest partner they should be equal we aren't equal currently Canadian stole all our jobs send …
Trump go trump don't send any goods to Canada put more tariffs on if Canada want to become our honest partner they should be equal we aren't equal currently Canadian stole all our jobs send all illegal immigrants and all the drugs in to USA and that's enough now Canada doesn't want to get hurt same as USA currently Canada can't get along with USA better came with some other idea or wait until 2028 ❤❤❤?????????
Makes multiple unsubstantiated claims (Canada stealing jobs, drugs flowing from Canada) while expressing threat perception and demanding policy action.
@gamingwithamin9957
Mar 4, 2025
If Trump canceled elections and declared martial law indefinitely would you understand that is what a dictator does? That's what Zelinskyy did....plus they are anti marriage between same sex couples, it is illegal. Would you …
If Trump canceled elections and declared martial law indefinitely would you understand that is what a dictator does? That's what Zelinskyy did....plus they are anti marriage between same sex couples, it is illegal. Would you still think him a hero if he locked up all of his political opponents and made All tv stations state run? Zelinskyy did.
Makes specific factual claims about Zelenskyy's actions (martial law, political imprisonment, state TV control) presented without evidence.
@MugglesBWare
Mar 4, 2025
Is just like with the immigration with Mexico and everywhere else in the world their own people don't want them in the places that they're being immigrant in their own people don't want them there …
Is just like with the immigration with Mexico and everywhere else in the world their own people don't want them in the places that they're being immigrant in their own people don't want them there they want nothing to do with them because they're bad people
Makes sweeping, unsubstantiated claims that immigrants are universally rejected by their own people and are 'bad people,' combining false generalizations with threat framing.
Doomers-2025
Jan 27, 2026
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because …
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because the immigration offices are not doing their jobs. We've been flodded with fake students for years now. And for the record I am not against student visas and legal and appropriate immigration. Far from it. I appreciate every person, whether from India or somewhere esle, that is in Canada legally and with intention to integrate and contribute.
Makes specific claims about fraudulent colleges and fake student visas exploiting loopholes, presented as established fact without evidence, while also critiquing enforcement.
pizzaiq
Oct 3, 2025
trump is acting under putins orders .to do his masters bidding ...Trump is 100 percent in putin pocket ..wake up american !
trump is acting under putins orders .to do his masters bidding ...Trump is 100 percent in putin pocket ..wake up american !
Presents conspiracy theory about Trump being controlled by Putin without evidence, paired with call to awareness.
@griffin2263
Mar 4, 2025
Stop calling them Liberals. They are controlled by the CCP so start calling them communists.
Stop calling them Liberals. They are controlled by the CCP so start calling them communists.
Commenter makes an unsubstantiated conspiracy claim that the Canadian government is controlled by the CCP, urging relabeling of political opponents.
markforeman5255
Feb 25, 2026
Remember Trudeau is a STAGE ACTOR.. this is the same guy who has the absolute worst record of any Canadian Leader! Massive Deficits and Debt, Massive Crime, Homelessness Tent Cities, Out of Control Housing Costs, …
Remember Trudeau is a STAGE ACTOR.. this is the same guy who has the absolute worst record of any Canadian Leader! Massive Deficits and Debt, Massive Crime, Homelessness Tent Cities, Out of Control Housing Costs, and Massive Corruption. Justin Trudeau is a CRIMINAL !!
Makes sweeping factual claims about Trudeau's record and criminality without evidence while criticizing policy outcomes.
@denniss8048
Mar 4, 2025
Fun Fact - Punjab exists in both India and Pakistan, so People saying that they're from Punjab is a good cover to not say which country they're from.
Fun Fact - Punjab exists in both India and Pakistan, so People saying that they're from Punjab is a good cover to not say which country they're from.
Presents a conspiracy-adjacent claim that Punjabi identity is used as deliberate cover, implying deceptive intent by immigrants.
maynk7096
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)