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
All frauds and fake made in India 🇮🇳
All frauds and fake made in India 🇮🇳
Makes a sweeping, unsubstantiated claim that all Indian immigration/credentials are fraudulent.
Unverified Claim
0.88
B33333
Oct 2, 2025
Answers canadians knew even not working for Immigration department......students from India are the largest visa fraudsters.....no wonder our kids can't find even a minimum wage summer job....if they say 40+k non compliant you know that …
Answers canadians knew even not working for Immigration department......students from India are the largest visa fraudsters.....no wonder our kids can't find even a minimum wage summer job....if they say 40+k non compliant you know that the real number is 3 times that over 100K.....as a matter how to find them.....start with Brampton, Ontario.
Makes specific factual claims without evidence (visa fraud rates, job displacement, inflated statistics) presented as established fact.
spy1309
Oct 3, 2025
Not surprised it’s India. Most scammers are from that shyt hole.
Not surprised it’s India. Most scammers are from that shyt hole.
Makes a specific factual claim ('most scammers are from India') without evidence, paired with dehumanizing language.
50tigres79
Oct 5, 2025
They're breeding like flies!! In india the population is 1.5 billion indians and the wild tiger population is near extinct. The smell of B.O. is everywhere here now becsuse of them!
They're breeding like flies!! In india the population is 1.5 billion indians and the wild tiger population is near extinct. The smell of B.O. is everywhere here now becsuse of them!
Combines multiple unsubstantiated claims ('breeding like flies,' environmental impact correlation) with dehumanizing language and demographic anxiety.
Grandmasterkiller
Oct 28, 2025
USA sends more Fentanyl to Canada than they send to us. FACT!
USA sends more Fentanyl to Canada than they send to us. FACT!
Comment presents a specific factual claim about fentanyl flows between countries without evidence, marked as 'FACT' despite being unsubstantiated.
Unverified Claim
0.88
@andys242424
Mar 4, 2025
Just boycott them all. Watch for the poopy fingers serving your breakfast sandwich.
Just boycott them all. Watch for the poopy fingers serving your breakfast sandwich.
Makes a specific unverified claim about hygiene practices ('poopy fingers') of food service workers, paired with a call to boycott without evidence.
Zorlof
Jan 27, 2026
The only thing that makes any sense, would be Trump is a Russian Asset! Seems its as clear as day!
The only thing that makes any sense, would be Trump is a Russian Asset! Seems its as clear as day!
Presents a specific factual claim (Trump is a Russian asset) without evidence, framed as obvious conspiracy.
Unverified Claim
0.88
@Chrispaton-g7e
Mar 4, 2025
Brampton has the highest car insurance in all of Canada. One fucking city it’s because brown people can’t fucking drive and have caused so many accidents
Brampton has the highest car insurance in all of Canada. One fucking city it’s because brown people can’t fucking drive and have caused so many accidents
Makes a causal claim linking insurance rates to ethnic identity without evidence, combining stereotype with false attribution.
jess6119
Jan 27, 2026
Coke-a-Cola keeps their formula a SECRET! Fentanyl is being made WHERE and being sold on the Black Market by the CIA as part of the depopulation agenda. How stupid does TRUMP think we are? Now, …
Coke-a-Cola keeps their formula a SECRET! Fentanyl is being made WHERE and being sold on the Black Market by the CIA as part of the depopulation agenda. How stupid does TRUMP think we are? Now, he will lose his MAGA base.
Makes multiple unsubstantiated factual claims (CIA fentanyl distribution, depopulation agenda) presented as fact without evidence.
@fonce9965
Mar 4, 2025
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. …
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. Generations of true Canadians worked, struggled, settled, overcame even died just to hand the country over to heterogeneous minorities with nothing in common with nor loyalty to Canada or its people. All so the liberals could steal power and turn Canada in to a 1 party nation. Disgusting…
Makes specific unsubstantiated claims about immigration numbers and alleged government gerrymandering, combined with identity-based framing and demographic anxiety.
Nobody-oc4qb
Jan 2, 2026
THEY ABUSE ALL THE SYSTEM THAT CAN BE ABUSE ,MISUSE, AND USE ALL POSSIBLE LOOPHOLE OR MAKE A LOOPHOLE THEMSELVES BY BEING IN POLITICS, LAW ENFORCEMENT AND JUDICIAL SYSTEM. THEY ARE VERY CORRUPT AS HELL.
THEY ABUSE ALL THE SYSTEM THAT CAN BE ABUSE ,MISUSE, AND USE ALL POSSIBLE LOOPHOLE OR MAKE A LOOPHOLE THEMSELVES BY BEING IN POLITICS, LAW ENFORCEMENT AND JUDICIAL SYSTEM. THEY ARE VERY CORRUPT AS HELL.
Makes sweeping factual claims about systemic abuse and corruption by a group without evidence, presented in all-caps for emphasis.
pinoyPII
Jan 2, 2026
Time to follow the US lead and start deporting refugees especially Chinese and East Indians. They do not give they take. HOW DO IMMIGRANTS GET 80,000 JUST FOR COMING TO CANADA WHILE CANADIANS GET NOTHING …
Time to follow the US lead and start deporting refugees especially Chinese and East Indians. They do not give they take. HOW DO IMMIGRANTS GET 80,000 JUST FOR COMING TO CANADA WHILE CANADIANS GET NOTHING AT ALL
Contains false claims about immigrant benefits ($80,000) and stereotyping of ethnic groups as exploitative.
TimR-j9d
Jan 21, 2026
This is not coming from America. It is coming from Russia. They either fooled the majority, or used AI to get this man in power to ruin us. I grew up on the border of …
This is not coming from America. It is coming from Russia. They either fooled the majority, or used AI to get this man in power to ruin us. I grew up on the border of Canada. I love Canada. don't blame all of us for what this Russian plant in the White House is doing.
Commenter makes unsubstantiated claims about Russian interference and AI manipulation to install Trump, presenting conspiracy theories as fact.
@mkbashlorthecaredriver9517
Mar 4, 2025
Kgb putin's plan in full affect. Seduced trump yrs back when he had money troubles, push misinfo, racial propaganda on talk radio/social media creating maga & propped up trump to dismantle USA/Europe.
Kgb putin's plan in full affect. Seduced trump yrs back when he had money troubles, push misinfo, racial propaganda on talk radio/social media creating maga & propped up trump to dismantle USA/Europe.
Presents a detailed conspiracy theory about Putin's alleged long-term plan to seduce and manipulate Trump without evidence, combining unverified claims with threat framing.
@darrylstone6217
Mar 4, 2025
Marc Miller and Justin Trudeau bad/dirty decisions by allowing millions of illegal/not eligible people from India to enter Canada!
Marc Miller and Justin Trudeau bad/dirty decisions by allowing millions of illegal/not eligible people from India to enter Canada!
Asserts specific factual claims about 'millions of illegal/not eligible people from India' without evidence, presented as fact rather than opinion.
JacobAdam-l9k
Dec 24, 2025
Trump is a Russian asset... Please fake check me!
Trump is a Russian asset... Please fake check me!
Makes a specific factual claim about political allegiance without evidence, then requests fact-checking.
Unverified Claim
0.88
@biglaur1953
Mar 4, 2025
It is true. I’ve looked at all the numbers. CBC is downplaying it like crazy.
It is true. I’ve looked at all the numbers. CBC is downplaying it like crazy.
Makes a specific factual assertion ('I've looked at all the numbers') without providing evidence, and claims media downplaying without substantiation.
Unverified Claim
0.88
BoatyCoyote
Dec 18, 2025
hey only the fkn stupid get laughed who listen to this bullshit - fact check what you read from these idiots 1. You can enter Canada with "One Click" and no security screening. FALSE. While …
hey only the fkn stupid get laughed who listen to this bullshit - fact check what you read from these idiots
1. You can enter Canada with "One Click" and no security screening.
FALSE. While the "One-Touch" digital system exists to speed up paperwork, every asylum seeker must still provide biometrics (fingerprints) and undergo a security/background check against global law enforcement databases upon arrival.
2. Denied claimants keep their health benefits.
TRUE (But temporary). Benefits continue as long as the legal process is active. Because Canada allows for appeals and judicial reviews, a person whose claim is initially "denied" by the board is still considered to be "in the process" and keeps coverage until all legal appeals are exhausted.
3. There are 500,000 "lost" people due for deportation.
FALSE. This number is a massive inflation. It likely refers to a total estimate of all people in Canada with expired visas (including students and workers). The number of people specifically "wanted" for deportation after a failed refugee claim is estimated to be closer to 30,000–50,000.
4. Refugees get dental and vision care that some Canadians don't.
TRUE. The federal IFHP program does cover basic dental and vision for claimants because they aren't eligible for provincial health cards yet. Many Canadians only get these benefits through private insurance or specific low-income programs, though the new Canadian Dental Care Plan is currently closing that gap for seniors and children.
5. 10,000 people "vanish" from the system annually.
UNVERIFIED. This was a specific estimate given by a union head during testimony. While the government tracks "abandoned claims," they don't officially classify them all as "vanished," as many are eventually located or leave the country voluntarily.
Presents specific factual claims about refugee policies (security screening, benefits, deportation numbers, healthcare coverage) with fact-checking evidence, though the commenter frames others' claims as false.
theqna2226
Dec 21, 2025
Trump is a kgb agent
Trump is a kgb agent
Makes a specific factual claim (Trump is a KGB agent) without evidence, presenting a conspiracy theory.
Unverified Claim
0.88
@Alan-l7m2o
Mar 4, 2025
Blame Prime Minister of India, Nerander Modi and his party for sending millions of Hindus to the western nations in the name of students. All students from India are fake. They are in West to …
Blame Prime Minister of India, Nerander Modi and his party for sending millions of Hindus to the western nations in the name of students.
All students from India are fake. They are in West to introduce HINDUTVA, HINDU IDEOLOGY AND RACISM.
Makes sweeping unverified claims that all Indian students are 'fake' and part of an ideological conspiracy to spread 'Hindutva' in Western nations.
torontoinoneday5605
Apr 15, 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)