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
Trump is the best !!!! I am so proud of United States .I still remember how Canadian Parliament gives WWII Nazi standing ovation and how many more of them were hiding there
Trump is the best !!!! I am so proud of United States .I still remember how Canadian Parliament gives WWII Nazi standing ovation and how many more of them were hiding there
Makes unsubstantiated claims about Canadian Parliament giving Nazi standing ovation and harboring Nazis without evidence.
@SachaPA75
Mar 5, 2025
The Russians meddled in the election of trump and he knows it. He owes the Russians, and they have made that perfectly clear. Trump knows exactly what he’s doing. He has no allegiance to the …
The Russians meddled in the election of trump and he knows it. He owes the Russians, and they have made that perfectly clear. Trump knows exactly what he’s doing. He has no allegiance to the US or our Constitution, just the russians.
Makes specific factual claims about Russian election meddling and Trump's alleged debt to Russia without evidence.
@lizrehrauer2031
Mar 4, 2025
😢Але ж неєвропейців до Європи і Америки хтось завозить НАВМИСНЕ.
😢Але ж неєвропейців до Європи і Америки хтось завозить НАВМИСНЕ.
Conspiracy-theory framing suggesting non-European migration to Europe and America is deliberately orchestrated, without evidence.
РасаХорса
Feb 11, 2026
This is what happens when you have a russian asset in the White house
This is what happens when you have a russian asset in the White house
Presents an unsubstantiated conspiracy claim that a political figure is a 'russian asset' without evidence.
@ravagyan
Mar 4, 2025
trump is gonna cripple the United States so he can sell us to Russia! Someone start impeachment please!
trump is gonna cripple the United States so he can sell us to Russia! Someone start impeachment please!
Commenter makes unsubstantiated claim about Trump selling the US to Russia, paired with a call for impeachment.
@shannellwhy6639
Mar 4, 2025
It's being hidden because RCMP don't have the resources. There are fentanyl shop's setup all across Canada to boot. A great Vancouver born journalist exposes all of it. Forgot her name but look her up.
It's being hidden because RCMP don't have the resources. There are fentanyl shop's setup all across Canada to boot. A great Vancouver born journalist exposes all of it. Forgot her name but look her up.
Makes vague conspiratorial claims about hidden information and drug operations without verifiable evidence.
nathanhazlehurst484
Feb 18, 2026
Trump isn't working for America. He's working for Putin. He WANTS to crash economy.
Trump isn't working for America. He's working for Putin. He WANTS to crash economy.
Makes unsubstantiated claims about Trump's allegiances and intentional economic sabotage without evidence.
@helenpatterson3858
Mar 4, 2025
Check companies like Walmart, Home Depot, Canadian Tire, Uber...bet you can find them
Check companies like Walmart, Home Depot, Canadian Tire, Uber...bet you can find them
Makes unsupported claim that major Canadian retailers employ illegal immigrants without evidence.
Unverified Claim
0.80
lightgiver7311
Sep 29, 2025
So, why is it that this guy makes it seem like they haven't been taken advantage of the U.S. since they have been able to! He is also lying about that northern border, too. Russians …
So, why is it that this guy makes it seem like they haven't been taken advantage of the U.S. since they have been able to! He is also lying about that northern border, too. Russians have been illegally crossing into the U.S. thru Canada for years. I know it as fact bcuz I've met Russian truckers who told me how they originally came to the U.S. via Canada! It's easier up there bcuz that border isn't as secure as the southern border. I guarantee you their statistics for fentynal crossing in via Canada is wrong. Those are just the statistics for the fentynal they caught, not the shit they haven't caught! Tariffs shouldn't have had to be the reason for Canada to do their job. They should have already been doing their job at that border. Trump had to threaten them in order for them to use drones, etc. at the border. They should have been doing that. This shows that they were already taking advantage of the weak ass government who just left office. Maybe he should just become the 51st state to make it all much simpler!
Makes specific factual claims about Russian truckers crossing via Canada and fentynal statistics without evidence, while critiquing border policy.
@IndigenousAmericanTrucker
Mar 4, 2025
Trump loves Putin an ex KBJ. He loves communists, Russia , North Korea, China to name but a few.
Trump loves Putin an ex KBJ. He loves communists, Russia , North Korea, China to name but a few.
Makes unsubstantiated claims about Trump's political allegiances and sympathies without evidence.
@mariaobrien284
Mar 4, 2025
United States of Israel is underway ??
United States of Israel is underway ??
Presents a conspiracy-theory-like claim about US-Israel relations without evidence.
Unverified Claim
0.80
@Ralph42783
Mar 4, 2025
Out politicians are doing what russia wants them to do and using immigration and drugs as the excuse. It is called gas lighting. US leadership right now are king in gas lighting.
Out politicians are doing what russia wants them to do and using immigration and drugs as the excuse. It is called gas lighting. US leadership right now are king in gas lighting.
Makes unsubstantiated claims about politicians following Russian directives and using immigration/drugs as cover for manipulation.
@skyskiler1350
Mar 4, 2025
Is it part of the WEF agenda to bankrupt the country by weaponizing the Immigration system against citizens?
Is it part of the WEF agenda to bankrupt the country by weaponizing the Immigration system against citizens?
Presents a conspiracy theory linking WEF to immigration policy without evidence, framed as a threat to citizens.
ericcogley457
Nov 21, 2025
47,000 students that are illegal and missing in Canada! Who the f…, is responsible for immigration in Canada!!!!
47,000 students that are illegal and missing in Canada! Who the f…, is responsible for immigration in Canada!!!!
Presents specific unverified statistic (47,000 illegal students missing) and demands accountability from officials.
dg44562
Sep 29, 2025
The bad guys definitely won WW2.
The bad guys definitely won WW2.
Demonstrably false historical claim about WW2 outcomes, likely conspiracy-adjacent rhetoric.
Unverified Claim
0.80
TheCrypticWanderer
Feb 26, 2026
It’s embarrassing that that none of these educated “leaders” still haven’t figured out that trump is wholly owned and operated by putin. It’s been obvious for almost a decade now.
It’s embarrassing that that none of these educated “leaders” still haven’t figured out that trump is wholly owned and operated by putin. It’s been obvious for almost a decade now.
Makes a specific conspiratorial claim ('Trump is wholly owned and operated by Putin') presented as obvious fact without evidence.
@Janman815
Mar 4, 2025
They're also burning down Christian churches, but that's not on the agenda
They're also burning down Christian churches, but that's not on the agenda
Unsubstantiated claim linking immigrants to church arson and suggesting media conspiracy to hide it.
ReaperModd
Sep 29, 2025
Canada government takes big campaign in India and give admission jobs easily
Canada government takes big campaign in India and give admission jobs easily
The claim that Canada's government runs campaigns in India to give 'admission jobs easily' is a vague, unsubstantiated assertion that appears to be a conspiracy-like claim without evidence.
ManishSawant-c7b
Feb 8, 2026
URSULA VON DER LEYEN DID FREEPASS OF INDIANS TO EUROPE.
URSULA VON DER LEYEN DID FREEPASS OF INDIANS TO EUROPE.
Makes a false claim about EU leadership policy regarding Indian immigration without evidence, combining fabricated information with alarmist framing.
kukaracha-k7e
Feb 9, 2026
???... Trudeau ain't even Canada PM since he step down. CNN when will u stop ur fake news ?
???... Trudeau ain't even Canada PM since he step down. CNN when will u stop ur fake news ?
Makes a factual claim (Trudeau is no longer PM) presented as fact to discredit the news source.
@MIXEDMUSIC2024
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)