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
This is problem that Ottawa has done too many east indians criminals that don't play by the Canadian rules
This is problem that Ottawa has done too many east indians criminals that don't play by the Canadian rules
Makes a specific factual claim about East Indian criminals and rule-breaking without evidence, presented as established fact.
michaelbritton2331
Aug 28, 2025
muslims making babies and they can't even feed them ,, where's the logic in that ,,
muslims making babies and they can't even feed them ,, where's the logic in that ,,
Makes a specific factual claim about Muslim reproductive behavior and resource management without evidence, presented as an established pattern.
LorraineRicardo
Aug 28, 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
theres so many that are homeless, but you don't see migrants out there,on the street!! its Canadian born that are out there
theres so many that are homeless, but you don't see migrants out there,on the street!! its Canadian born that are out there
Makes a specific factual claim that migrants are not homeless while Canadian-born citizens are, presented without evidence.
sandrakennett5673
Aug 27, 2025
America will soon be part of Russia.
America will soon be part of Russia.
Makes a specific factual claim about geopolitical outcome without evidence, presented as prediction/conspiracy.
@smesui1799
Mar 4, 2025
Try getting a job as a Canadian when the gate keepers are immigrants mandated to hire only liked immigrants. 🧐🤨
Try getting a job as a Canadian when the gate keepers are immigrants mandated to hire only liked immigrants. 🧐🤨
Makes unsubstantiated claim about immigrants being gatekeepers who discriminate in hiring against Canadian citizens.
yolandabernard1627
Aug 27, 2025
They destroyed their country (pollution, overpopulation) so they come here to do the same. Real facts... The race to end the world would be them.
They destroyed their country (pollution, overpopulation)
so they come here to do the same. Real facts...
The race to end the world would be them.
Makes unsubstantiated claims that immigrants will replicate environmental destruction in Canada, presented as 'real facts' without evidence.
JDMEXforme
Aug 27, 2025
Canada has been saturated with illegal immigrants
Canada has been saturated with illegal immigrants
Asserts a factual claim about saturation levels without evidence, framing it as a problem.
jacquelinebarnard649
Aug 26, 2025
The immigrants are why the federal government of canaduh wants us unarmed!!!!!
The immigrants are why the federal government of canaduh wants us unarmed!!!!!
Makes a specific conspiratorial claim linking immigrants to government gun control policy without evidence.
MegaBruceC
Aug 26, 2025
im sure much more Fentanyl flows INTO Canada FROM America. This is bonkers
im sure much more Fentanyl flows INTO Canada FROM America. This is bonkers
Makes a specific factual claim about fentanyl flows from America to Canada without evidence.
@zonapirate
Mar 4, 2025
asians want to replicate what they left ut wasnt that why they left? OR IS THIS AN INVASIAN 17:01 LOOK AT THE CONTRADITION
asians want to replicate what they left ut wasnt that why they left?
OR IS THIS AN INVASIAN
17:01 LOOK AT THE CONTRADITION
Makes unsubstantiated claim about Asian immigrants replicating their home countries and frames immigration as an 'invasion' without evidence.
MemeYouyou-dz4yk
Aug 27, 2025
Guys can I make one thing clear… stop calling them “Indians” most of them are “khalistani” operates out of canada for a war against India and separative movements. They want to break India. So how …
Guys can I make one thing clear… stop calling them “Indians” most of them are “khalistani” operates out of canada for a war against India and separative movements. They want to break India. So how can you call them Indian? If you don’t make these types of videos. I’m sorry to say but canada will change into punjab. But next time make sure you call them by who they are “khalistani” and as an Indian pressure your government to send them back!
Presents unverified claims about immigrant political affiliations and separatist movements while calling for deportations.
akdrecordx
Aug 26, 2025
Trump wants our minerals that is why he wants us as 51st state, he wants to hurt us so we will give in.
Trump wants our minerals that is why he wants us as 51st state, he wants to hurt us so we will give in.
Presents a specific factual claim about Trump's motivations (wanting minerals, annexation) without evidence, combined with threat framing.
@brendahaley6427
Mar 4, 2025
Trudeau your people are fleeing their county at the highest rate ever and you're going to threaten the US what a joke. It's the leftist that have lost touch with reality. ????
Trudeau your people are fleeing their county at the highest rate ever and you're going to threaten the US what a joke. It's the leftist that have lost touch with reality. ????
Makes unsubstantiated claim about Canadians fleeing at 'highest rate ever' and attributes it to 'leftist' policies without evidence.
@shepherdwarrior777
Mar 4, 2025
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked …
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked on marijuana and didn't notice or just couldn't be bothered with stopping them over the last 3 to 4 years? Maybe. But really, the problem was definitely created by that despicable moron Trudeau( who even Trump could say to him in his face when he knelt and begged Trump not to hurt Canada with his tariffs, Trump just say ok if you agree to let Canada be the US's 51 st state!). He must have suffered from a terrible serious attack on his mental faculty and zonked on chanting Hari Krishna simply allowing his goons in charge of immigration to approve to let in that tidal wave of Indians especially in the last 4 years! What to do now? While we hate Trump for what he's doing to Canada on tariffs, Carney should give good thoughts to adopt actions like Trump's ICE GOONS to deport those who entered Canada illegally, and stop extension of visas to the zillions admitted on temporary work visas, and the tens of thousands of students who registered as "student" on student visas in private unregistered/approved institutes in name, but are actually working in various jobs illegally e.g. construction, etc.
Makes multiple unsubstantiated claims about immigration surge, government incompetence, and illegal work, while calling for deportation and visa restrictions.
kenk1999
Aug 27, 2025
FOLLOW THE MONEY. trump and maga republicans (incl musk) are bought and paid for by mr poutine. Not speculation. The trump jr kid expressly said that they have enough money from the russian banks (under …
FOLLOW THE MONEY. trump and maga republicans (incl musk) are bought and paid for by mr poutine. Not speculation. The trump jr kid expressly said that they have enough money from the russian banks (under mr poutine's control). The video is on the internet from like 10yrs ago. They said it. The trumps are traitors and must be removed.\nCan we deport them to russia?? Please.
Makes specific factual claims about Trump family funding from Russian banks and calls them traitors, presenting conspiracy-adjacent assertions as fact.
@iansmith2094
Mar 4, 2025
US. Is. Allied. With. Russia. Now.
US. Is. Allied. With. Russia. Now.
Factual claim about US-Russia alliance presented without evidence, functioning as alarmist assertion.
@garmatey3816
Mar 4, 2025
lol i fly about monthly from YVR, as soon as you exit the plane and walk into the airport it feels like india, its gotta stop 90 percent of them are scammers and just need …
lol i fly about monthly from YVR, as soon as you exit the plane and walk into the airport it feels like india, its gotta stop 90 percent of them are scammers and just need to go, but m0r0ns elected the liberals again, and well if you check the numbers so far on the immigration website, they are already set for another record year, they are not lowering the numbers its all gas lighting.
Makes specific factual claims ('90 percent are scammers') without evidence while expressing security concerns and criticizing government policy.
TreeSharks
Jan 27, 2026
Why would Canadians be upset?! They bring plane loads of unvetted immigrants here, give them free housing, free medial, free dental, free housing, free food, money for expenses, easy bail for crimes, allow them to …
Why would Canadians be upset?! They bring plane loads of unvetted immigrants here, give them free housing, free medial, free dental, free housing, free food, money for expenses, easy bail for crimes, allow them to infiltrate key employment then restrict regular Canadians from being employed!! Silly us!! Thank you Liberal voters!
Lists multiple unsubstantiated claims about government benefits to immigrants and employment restrictions without evidence, combined with policy criticism.
RottiX4
Aug 25, 2025
A paid for by you (tax payers thx govt) Trojan horse’d in the continuation of The Crusades.
A paid for by you (tax payers thx govt) Trojan horse’d in the continuation of The Crusades.
Makes a specific conspiratorial claim about government-funded immigration as a deliberate strategy ('Trojan horse') without evidence, framed as religious/historical conflict.
shibawiinu
Aug 26, 2025
Compare Videos
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)