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
The main fault lies with the Cdn.system of allowing these dubious ‘ students ‘ from some countries like India , who were allowed into Canada with fraudulent documents & intentions. These so called students, have …
The main fault lies with the Cdn.system of allowing these dubious ‘ students ‘ from some countries like India , who were allowed into Canada with fraudulent documents & intentions. These so called students, have no intention to study in Canada in the first place but to use the opportunity to work illegally under the umbrella of being students.! The Cdn.authorities involved have to wake up to this reality of fraudulent intentions more seriously now as the situation is becoming more problematic in the near future. This is the time to start rounding up these supposedly ‘ students’ , similar to the ICE campaign of deportation of aliens back to their countries , ASAP.!
Makes specific factual claims about fraudulent documents and illegal work by Indian students without evidence, while also critiquing government policy.
Wbliss
Oct 11, 2025
Wallstreet Journal is funded by USAID propaganda funds.
Wallstreet Journal is funded by USAID propaganda funds.
Makes a specific factual claim about funding sources without evidence, characteristic of conspiracy-adjacent assertions.
Unverified Claim
0.80
@JackpotWarrior
Mar 4, 2025
They drive outrageous with covered up plates and get away with it. Also flying their own flags should not be tolerated.
They drive outrageous with covered up plates and get away with it. Also flying their own flags should not be tolerated.
Makes specific behavioral claims about immigrants (reckless driving, flag-flying) without evidence, framed as cultural threat.
jeffhaskins6889
Aug 28, 2025
I rent out rooms here in Kitchener, there was a huge massive invasion of East indians coming here to Conestoga college. They tell me they are using the visa program just to get into Canada, …
I rent out rooms here in Kitchener, there was a huge massive invasion of East indians coming here to Conestoga college. They tell me they are using the visa program just to get into Canada, then bring their whole family. They don't even care about the schooling. They say " blame Trudeau" "We are taking advantage of the stupidity"
The commenter presents a personal anecdote but makes specific factual claims about immigrant behavior and visa fraud without evidence.
SteveBurk
Oct 9, 2025
Not hard to find them all work at the airport
Not hard to find them all work at the airport
Makes a specific factual claim that immigrants 'all work at the airport' without evidence, implying occupational stereotyping.
nunzc3016
Oct 5, 2025
They are not looking for a better life, they are looking for a place to live as Indian is full and over crowded. They also don't want to adopt the culture of the new country …
They are not looking for a better life, they are looking for a place to live as Indian is full and over crowded. They also don't want to adopt the culture of the new country but bring their onw and live seperately from the natives. That is the case in every country they go to not only in Canada..
Makes specific factual claims about immigrant motivations and cultural integration patterns without evidence, presented as universal behavior.
dhdowlad
Oct 6, 2025
It’s so terrible I couldn’t watch. How can people with a super low iQ be a net asset to Canada? What about Canadians that need those jobs or services?
It’s so terrible I couldn’t watch. How can people with a super low iQ be a net asset to Canada? What about Canadians that need those jobs or services?
Makes unverified claims about immigrants' intelligence and economic contribution without evidence.
MercuryDIY
Jan 27, 2026
Is that why yourrrrrrrr people come down to Washington state for medical treatment and milk and eggs and fuel. And Trudeau worked with Chinese military In drills whilst in Canada.
Is that why yourrrrrrrr people come down to Washington state for medical treatment and milk and eggs and fuel. And Trudeau worked with Chinese military In drills whilst in Canada.
Makes specific factual assertions about Canadians seeking U.S. services and Trudeau's military involvement without evidence.
@nathanburke5530
Mar 4, 2025
America is now run by a communist sympathiser and supported by communist friendly media its leader has already stated he wants to annex Canada, America must now be treated as a threat to all Western …
America is now run by a communist sympathiser and supported by communist friendly media its leader has already stated he wants to annex Canada, America must now be treated as a threat to all Western countries and isolated from all treaties as its future now lies in partnership with Russia
Makes unsubstantiated claims about communist sympathies and annexation threats without evidence.
@peterroach5425
Mar 4, 2025
Writing from France, I agree with all these comments. We Stand with Canada, Europe and Ukraine. Donald Trump has to be under Putin's thumb. Putin pulls the strings.
Writing from France, I agree with all these comments. We Stand with Canada, Europe and Ukraine. Donald Trump has to be under Putin's thumb. Putin pulls the strings.
Makes unsubstantiated conspiracy claim that Putin controls Trump without evidence.
@anncozya1313
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
Trump is a Russian sympathizer that is the only explanation. Russia could easily invade Canada from the article
Trump is a Russian sympathizer that is the only explanation. Russia could easily invade Canada from the article
Makes unsubstantiated claim about Trump being a Russian sympathizer and speculates about Russian invasion without evidence.
@BrennaCarbonell
Mar 4, 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
It’s everywhere in Canada man. Montreal is turning into all Haitians and Arabs and they’re not good people, sorry. Of course I’ve met some who are great individuals, but most of them are not good …
It’s everywhere in Canada man. Montreal is turning into all Haitians and Arabs and they’re not good people, sorry. Of course I’ve met some who are great individuals, but most of them are not good news
Makes sweeping generalizations about Haitian and Arab immigrants in Montreal without evidence, framing them as threats while acknowledging individual exceptions.
cliffordjordan9577
Jan 27, 2026
Vladimir Putin is enjoying his lackey at work; Trump’s the best weapon the Russians have in their battle against the world!
Vladimir Putin is enjoying his lackey at work; Trump’s the best weapon the Russians have in their battle against the world!
Asserts without evidence that Trump is a Russian weapon/asset while expressing geopolitical threat concerns.
@paulsimmons5726
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
Fentanyl is an allegation only of Trump to hurt the Canadians
Fentanyl is an allegation only of Trump to hurt the Canadians
Makes a specific factual claim that fentanyl concerns are merely a Trump allegation without evidence, presenting it as established fact.
Unverified Claim
0.80
@reynaldoocampo539
Mar 4, 2025
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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)