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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Unverified Claim
3,221 comments
Crazy how well the brainwashing worked in our Canadian schools that over 50% of Canadians are voting for this and infinite inflation
Crazy how well the brainwashing worked in our Canadian schools that over 50% of Canadians are voting for this and infinite inflation
Makes unsubstantiated claims about 'brainwashing' in schools and links immigration to inflation without evidence.
An_Outdoor_lad
Jan 27, 2026
What a moron. Nothing but bullshit and rhetoric comes out of his mouth. His father ,Fidel Castro, would be proud.
What a moron. Nothing but bullshit and rhetoric comes out of his mouth. His father ,Fidel Castro, would be proud.
Makes an unsubstantiated conspiracy claim about parentage while criticizing the political figure's rhetoric.
@TheBlaineFindley
Mar 4, 2025
How the heck did these people come in ? And why do we need these fraudulent candidates. Throw them out.
How the heck did these people come in ? And why do we need these fraudulent candidates. Throw them out.
Commenter makes unsubstantiated claims about 'fraudulent candidates' and calls for their removal without evidence.
vdb008
Oct 2, 2025
India could dump 2.5 million people on every country on earth and still have a billion Indians in their country.
India could dump 2.5 million people on every country on earth and still have a billion Indians in their country.
Presents a specific numerical claim about India's population capacity without evidence, framed to suggest demographic threat.
stephenfazekas5054
Oct 6, 2025
A group of Indian young men from Brampton robbed a number of LCBO stores, got caught on camera, threatening with a dog spray, lcbo employees were complicit with it. Police say they caught them, but …
A group of Indian young men from Brampton robbed a number of LCBO stores, got caught on camera, threatening with a dog spray, lcbo employees were complicit with it. Police say they caught them, but they were freed on bail and back doing similar crime.. India is also full of advertising how to get a Canadian PR..
Presents specific factual claims about criminal incidents and bail practices without evidence, and makes generalizations about Indian immigration advertising.
morganone9711
Oct 4, 2025
Indians are corrupt. These are facts. The new ones coming from india are definitely ruining it for the older migrated ones from 80's
Indians are corrupt. These are facts. The new ones coming from india are definitely ruining it for the older migrated ones from 80's
Makes a sweeping factual claim that 'Indians are corrupt' presented as fact, while also asserting identity-based distinctions between newer and older Indian migrants.
xopenex
Oct 5, 2025
I used to think that the idea that Trump is a Russian asset was just a conspiracy theory. I am not sure of that now as how else to you explain why Trump is doing …
I used to think that the idea that Trump is a Russian asset was just a conspiracy theory. I am not sure of that now as how else to you explain why Trump is doing everything he can to undermine the USA? Why else would you cause a breech between the US and our allies Canada and Mexico? Why else would he destroy the infrastructure of our country through Musk and Doge? Why else would you stop all aid to Ukraine? Why would you stop cyber operations targeting Russia? Why would he set up an operation to humiliate the leader of an allied country fighting for its life against Russian aggression? Why would you send your vice president to Germany and have him insult our allies and not meet with the leadership of the country but rather meet with the essentially neo-Nazi Alternative for Germany? None of this--and many other actions--makes sense unless you begin to understand that Trump is actively trying to weaken our country to the benefit of the Russians. I know it is hard to believe but I can find no other explanation.
Presents a conspiracy theory that Trump is a Russian asset without substantiating evidence, framing it as the only logical explanation.
@jfranklinrogers1
Mar 4, 2025
They all bought CDL's from their cousin's shady truck driving school and are working for their uncle's shady transport company that causes millions in damages that they weasel out of paying
They all bought CDL's from their cousin's shady truck driving school and are working for their uncle's shady transport company that causes millions in damages that they weasel out of paying
Makes specific unsubstantiated claims about fraudulent credentials and financial damages caused by Indian immigrants without evidence.
WestGoatCustoms
Oct 4, 2025
@14:40 One thing about the Hindu-ism what I've seen and learnt is, they hate, harass & conspire agaivst everybody who isn't Hindu. They don't spare Muslims, Christians, even the lower caste Hindus. What you are …
@14:40 One thing about the Hindu-ism what I've seen and learnt is, they hate, harass & conspire agaivst everybody who isn't Hindu. They don't spare Muslims, Christians, even the lower caste Hindus. What you are seeing is all It's all fake & rehearsed.
Makes sweeping unsubstantiated claims about Hindu people's behavior toward other groups without evidence, presented as factual observation.
akhtrzaman4955
Oct 6, 2025
Niagara Falls turned into INDIA over night. Almost every restaurant that is Indian employed has been shut down due to health violations such as filthy infested food
Niagara Falls turned into INDIA over night. Almost every restaurant that is Indian employed has been shut down due to health violations such as filthy infested food
Makes specific unsubstantiated claims about restaurant closures and health violations attributed to Indian-owned establishments without evidence.
positivitynativity
Oct 6, 2025
Canada was sold back in 2015; it's already too late. Not just tim hortins anymore, they are higher positions of power and steer policy to better themselves
Canada was sold back in 2015; it's already too late. Not just tim hortins anymore, they are higher positions of power and steer policy to better themselves
Makes unsubstantiated claims about Canada being 'sold' in 2015 and immigrants steering policy for self-interest, presenting conspiracy-like assertions.
inquisitorsquish5422
Oct 3, 2025
They can leave and come back through roxam Road Like all Haitians and Indians do Claim Asylum and never leave Plus they get FREEEEEEEEEEEEEEEEEE everything
They can leave and come back through roxam Road
Like all Haitians and Indians do
Claim Asylum and never leave
Plus they get FREEEEEEEEEEEEEEEEEE everything
Makes unsubstantiated claims about asylum seekers exploiting loopholes and receiving excessive benefits, combining demographic anxiety with false generalizations.
OmniFilm-dk8ox
Jan 19, 2026
CBSA has over 5,000 Indians that they are trying to expel for criminal activity but India is refusing to take back their criminal element.
CBSA has over 5,000 Indians that they are trying to expel for criminal activity but India is refusing to take back their criminal element.
Presents specific factual claim about 5,000 Indians being expelled for criminal activity without evidence, framed as a threat.
markreynolds9135
Oct 4, 2025
India is the dirtiest country in the world. A lot of people don't take daily baths
India is the dirtiest country in the world. A lot of people don't take daily baths
Makes sweeping, unsubstantiated claims about India's cleanliness and hygiene practices as factual assertions.
rqztaz
Oct 4, 2025
They join gangs, or working for cash aka slave like cheap labour in the south Asian community. This scam is 30 years old.
They join gangs, or working for cash aka slave like cheap labour in the south Asian community. This scam is 30 years old.
Makes unsubstantiated claims about immigrant criminal behavior and labor exploitation without evidence, with ethnic targeting.
langleyj8199
Oct 3, 2025
The new Indians don’t simulate at all when they come to Canada
The new Indians don’t simulate at all when they come to Canada
Unsubstantiated factual claim that new Indian immigrants 'don't assimilate' presented without evidence, framed as a generalization.
ricehat5580
Oct 4, 2025
Canada had a 175% tariff on fucking milk for years get the fuck out of here
Canada had a 175% tariff on fucking milk for years get the fuck out of here
Asserts a specific tariff statistic (175% on milk) without evidence while comparing Canada's past practices to current criticism.
@ketone131
Mar 4, 2025
The biggest scammers are from india and they are destroying Canada
The biggest scammers are from india and they are destroying Canada
Makes sweeping unsubstantiated claim that Indians are 'biggest scammers' and are 'destroying Canada.'
SamusMaximusSMXD
Oct 2, 2025
When are you people are going to wake up and see the reality , this is staged by your own government to destroy your way of life it's dictated by Davos this is why it's …
When are you people are going to wake up and see the reality , this is staged by your own government to destroy your way of life it's dictated by Davos this is why it's just NATO countries affected , I don't want this country to turn to Punjab or any country that have no rule of laws , why do you think when criminals get arrested they walk out the back door , do you people ever think ?????? I guess not , this goes for housing education healthcare and cost of living
Presents conspiracy theory claims about government orchestration by Davos/NATO to destroy Canadian society through immigration.
joemalone3249
Oct 2, 2025
Canada is Minnesota on steroids , its run by a Liberal Cabal who import hundreds of thousands of 3rd world men, especially from Punjab in India to get a permanent vote bank in the same …
Canada is Minnesota on steroids , its run by a Liberal Cabal who import hundreds of thousands of 3rd world men, especially from Punjab in India to get a permanent vote bank in the same way California has done with other groups to the point they constantly vote Liberal. Canada is a complete shit show and the LMIA scams expose how big the rot is. I see more Turban in Toronto than Canadians its insane, it was not like this 20 or 30 years ago at all. Also the SIkhs/Panjabs in Canada will ultimately want an ethno state within Canada they have a lot more political power in Canada than in their native country .
Multiple unsubstantiated claims about government conspiracy, voting patterns, demographic statistics, and separatist intentions without evidence.
ramboram03
Jan 27, 2026
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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)