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
You missed a chance, take a dip into the rivers and seas and you'll see one of their statues staring at you.
You missed a chance, take a dip into the rivers and seas and you'll see one of their statues staring at you.
Cryptic reference to alleged statues in water appears to reference unsubstantiated conspiracy claims about religious symbols or bodies.
IceFreaksD
Jan 27, 2026
Trump bff is Putin...in short Canada was replaced by Russia?
Trump bff is Putin...in short Canada was replaced by Russia?
Presents a conspiratorial claim that Canada was 'replaced by Russia' without evidence, framed as a question.
@jamescarpenter3490
Mar 4, 2025
most people do not seem to get, that trump is the face of the majority of americans. the great majority is on board with what trump is doing. unfortunately.
most people do not seem to get, that trump is the face of the majority of americans. the great majority is on board with what trump is doing. unfortunately.
Makes an unsubstantiated claim that 'the great majority' of Americans support Trump's policies without evidence.
@jch7199
Mar 4, 2025
MOST INDIANS ARE SCAMMERS THEY HAVE SCAMMED STOLE ME 2800$ THEY MADE FAKE TRUCK DRIVING SCHOOL IN BRAMPTON AND STEAL MONEY FROM PEOPLE ,THE CANADIAN GOVERNMENT HAS SHUTDOWN SOME OF THESE FAKE INDIAN TRUCK DRIVING …
MOST INDIANS ARE SCAMMERS THEY HAVE SCAMMED STOLE ME 2800$ THEY MADE FAKE TRUCK DRIVING SCHOOL IN BRAMPTON AND STEAL MONEY FROM PEOPLE ,THE CANADIAN GOVERNMENT HAS SHUTDOWN SOME OF THESE FAKE INDIAN TRUCK DRIVING SCHOOL,BUT THESE SCHOOL DON'T GIVE BACK MONEY TO THE STUDENT,THEY ALSO DRIVE BAD TO SCAM AND STEAL MONEY FROM INSURANCE COMPAGNIES
Commenter makes sweeping generalizations about Indians as scammers, mixing personal anecdote with unsubstantiated claims about an entire group.
ibelongtojesus1292
Jan 27, 2026
I Got Sum Epiphany These Jeetz Are The Cartels Disposable Sikharios Fashitsho
I Got Sum Epiphany These Jeetz Are The Cartels Disposable Sikharios Fashitsho
Makes a conspiratorial claim linking immigrants to cartels and criminal activity without evidence.
DumpLingloツ
Jan 27, 2026
sir this is disinformation sir...all those in video are pakistani sir...indian great people sir
sir this is disinformation sir...all those in video are pakistani sir...indian great people sir
Commenter claims the video contains false information about nationalities, though the accusation itself may be unsubstantiated.
bluntvaper69
Jan 27, 2026
Trump is just a face Elon is the mastermind behind all this.\nCanada is great and will be a great country regardless of the obstacles.
Trump is just a face Elon is the mastermind behind all this.\nCanada is great and will be a great country regardless of the obstacles.
Makes an unsubstantiated claim about Elon being the mastermind while expressing patriotic solidarity with Canada.
@redr4074
Mar 4, 2025
What will Canadians worship cows quickly?
What will Canadians worship cows quickly?
Appears to reference a false stereotype about Indian religious practices (cow worship) in a leading question format, suggesting cultural threat.
Mohamed_TTY
Jan 28, 2026
Elon Musk was kicked out of Canada.
Elon Musk was kicked out of Canada.
Presents a specific factual claim about Elon Musk being kicked out of Canada without evidence or context.
Unverified Claim
0.75
@POORANDBROKECITIZEN
Mar 4, 2025
If you are having so much trouble with these people, then put them on a plane and send them back to India 🇮🇳. More than half of them are people who fled India after engaging …
If you are having so much trouble with these people, then put them on a plane and send them back to India 🇮🇳. More than half of them are people who fled India after engaging in criminal activities and sought refuge in Canada. No one in India demands Khalistan except for a few terrorist Sikhs living in Canada. In 2024, Indian students spent more than 10 billion Canadian dollars in Canada. In 2025, the number of students going to Canada decreased by 50 percent. So don't worry, Indians won't be going to Canada anymore.
Makes unsubstantiated claims about Indian immigrants being criminals and fleeing India, mixed with selective economic statistics to argue against immigration.
girirajrathore8067
Jan 29, 2026
there is no money in cleaning it up, just corrupt pay offs to authorities to ignore
there is no money in cleaning it up, just corrupt pay offs to authorities to ignore
Makes unsubstantiated claim about corruption and payoffs without evidence.
SC-hp9sy
Feb 18, 2026
I think this is exactly as you say, trump being played by putin. What does Putin get from it...maybe trump sending US military (boots on the ground) to replace the North Korean fodder on the …
I think this is exactly as you say, trump being played by putin. What does Putin get from it...maybe trump sending US military (boots on the ground) to replace the North Korean fodder on the Russian frontline in Ukraine...?
Presents specific conspiratorial claims about Trump being manipulated by Putin and military deployment without evidence.
@brendafuqua949
Mar 4, 2025
they just have low intelligence hahahhahha
they just have low intelligence hahahhahha
Makes a dehumanizing, false generalization about intelligence of a group, likely referring to immigrants.
Unverified Claim
0.75
TheReallAdot
Jan 27, 2026
Oh no.... and listen to the propaganda thrown in. Even his own people do not like him. Real talk now, The people that own our Congress own all the media outlets right? Is this why …
Oh no.... and listen to the propaganda thrown in. Even his own people do not like him. Real talk now, The people that own our Congress own all the media outlets right? Is this why they're doing this? propaganda against their own people to fool the loud and young? Who but Congress have anything to lose??
Conspiracy theory claims about media ownership, Congress control, and propaganda without evidence.
@myunihausen
Mar 4, 2025
Trumps tariff wars are smoke. What is his real agenda he wants to hide by keeping us busy with this?
Trumps tariff wars are smoke. What is his real agenda he wants to hide by keeping us busy with this?
Presents a conspiratorial claim about Trump's hidden agenda without evidence, framed as a rhetorical question to suggest deception.
@RusTsea196T
Mar 4, 2025
India Dislike Button
India Dislike Button
Vague, inflammatory statement without evidence, appearing to be a dismissive slur rather than substantive critique.
darkestralkwt4568
Jan 27, 2026
Donald is not a smart guy, and he has no desire to cooperate. He is a Russian agent. He is destroying North America.
Donald is not a smart guy, and he has no desire to cooperate. He is a Russian agent. He is destroying North America.
Makes specific factual claims (Donald is a Russian agent, destroying North America) without evidence, combined with threat framing.
@LeonardWaks
Mar 4, 2025
Why is it all the leftists that say they hate the America saying their country is better get their willing to take the risk to come here illegally
Why is it all the leftists that say they hate the America saying their country is better get their willing to take the risk to come here illegally
Makes a sweeping, unsubstantiated claim about leftists and illegal immigration without evidence, conflating political ideology with immigration behavior.
Unverified Claim
0.75
StormySky48
Jan 27, 2026
The government allows it because of three reason: 1. Money laundering, 2. Cheapening the labor costs for their businesses (see nr. 1), 3. They despise and hate you.
The government allows it because of three reason: 1. Money laundering, 2. Cheapening the labor costs for their businesses (see nr. 1), 3. They despise and hate you.
Presents unsubstantiated conspiracy theories about government motives for immigration policy.
arberreka2242
Jan 27, 2026
Trump is for the great reset. They want everyone out of power except for white males. He wants corruption and crime to be associated with the Russian KGB. Hello maga crypto crime. If he’s not …
Trump is for the great reset. They want everyone out of power except for white males. He wants corruption and crime to be associated with the Russian KGB. Hello maga crypto crime. If he’s not impeached fast, we’re not accused of manipulating the world economy, the rest of the world that is for social equality will not make it through.
Makes unsubstantiated claims about Trump's involvement in a 'great reset,' KGB connections, and crypto crime without evidence, framed as existential threat.
@regulatepropaganda
Mar 4, 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)