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 All about the Peepee tapes Putin has on Trump
This Is All about the Peepee tapes Putin has on Trump
References an unsubstantiated conspiracy theory (Steele dossier) presented as fact without evidence.
@MV-fv9rm
Mar 4, 2025
The job loss is on purpose. Trump and Elon want the Federal Interest rate to go down and the fed won’t do it without job numbers going down drastically. Canada is playing into Elon and …
The job loss is on purpose. Trump and Elon want the Federal Interest rate to go down and the fed won’t do it without job numbers going down drastically. Canada is playing into Elon and Trump’s hands. The job losses will help them borrow more money to destroy Democracy with and replace it with a techno-feudal system that will make us envy Soviet citizens ??
Makes specific conspiratorial claims about Trump and Elon deliberately causing job losses to manipulate interest rates and destroy democracy without evidence.
@nothing-to-seeth-here
Mar 4, 2025
Id have to guess that most of Canadians stand with America! They want to join as the 51st state!
Id have to guess that most of Canadians stand with America! They want to join as the 51st state!
Makes an unsubstantiated factual claim about what 'most Canadians' want without evidence.
@trickyricky9332
Mar 4, 2025
Problem is , a lot if profuce hoes thru the US by truck
Problem is , a lot if profuce hoes thru the US by truck
Makes a specific factual claim about produce smuggling through the US without evidence.
Unverified Claim
0.75
@randylavereau7060
Mar 4, 2025
Trump is a compulsive lier! And those MAGA believe him!
Trump is a compulsive lier! And those MAGA believe him!
Makes unsubstantiated claim that Trump is a 'compulsive lier' and characterizes MAGA supporters as credulous, without evidence.
@raquelknabben393
Mar 4, 2025
It makes perfect sense what are any of you talking about you're missing the whole point we are all allied with Russia what Trump has wanted from day one get with the times. This is …
It makes perfect sense what are any of you talking about you're missing the whole point we are all allied with Russia what Trump has wanted from day one get with the times. This is not the same country it was a month and a half ago
Makes an unsubstantiated claim that 'we are all allied with Russia' and that Trump orchestrated this, presented as fact without evidence.
@aronkormout9014
Mar 4, 2025
All pointed that Trump himself wants to destroy USA ( i have the feeling that was a promise made to Putin) with all of us in there.
All pointed that Trump himself wants to destroy USA ( i have the feeling that was a promise made to Putin) with all of us in there.
Makes a specific factual claim about Trump's intentions and alleged secret agreement with Putin without evidence, presented as conspiracy theory.
@JavierComitre-ql4yr
Mar 4, 2025
Russia should take it's old soviet satellite countries. China can have Taiwan. America unites the contenent. Canada and Mexico become the new US territories. This is the new world order to come. You can't fight …
Russia should take it's old soviet satellite countries. China can have Taiwan. America unites the contenent. Canada and Mexico become the new US territories. This is the new world order to come. You can't fight the future. Resistance is futile.
Presents conspiracy-theory-like claims about geopolitical reorganization and a 'new world order' without evidence.
@Harry_Tick
Mar 4, 2025
Now, Canada will gonna lose 200B subsidy from “Donald” that DOGE found out.
Now, Canada will gonna lose 200B subsidy from “Donald” that DOGE found out.
Makes a specific factual claim about Canada losing a $200B subsidy without providing evidence or source.
Unverified Claim
0.75
@amerpinay6082
Mar 4, 2025
Americans 76% not in favor of tariffs
Americans 76% not in favor of tariffs
Specific factual claim about American public opinion on tariffs presented without source or evidence.
Unverified Claim
0.75
@bigdslots998
Mar 4, 2025
Dear CNN, \n The last time Trump went to Ruzzia to 'Negotiate' anything, he curiously left behind his Translation Team, his National Security Team, AND his Intelligence Team and walked into a room with Putin, …
Dear CNN, \n The last time Trump went to Ruzzia to 'Negotiate' anything, he curiously left behind his Translation Team, his National Security Team, AND his Intelligence Team and walked into a room with Putin, (who had ALL those things with him). This resulted in D.J. getting pumped for info for around three hours. This 'Info' Putin has managed to use to great effect, as he entered into the Ukraine War, and now Donald wants to 'Negotiate' with Putin AGAIN on behalf of Ukraine?!? Trump doesn't even use the CIA for his geopolitical briefings, he actually uses 'Private Services' for his info, (at Taxpayer Expense) largely I'm sure, because anyone who is close to being Competent at what they do would 'KNOW' things, and would be correcting Trump, constantly, which he hates with a passion. On top of this there's Tulsi Gabbard who the Ruzzians themselves have publicly stated IS an Agent of theirs for the last Decade. It's for these reasons and more that I say D.J. is a Traitor to this Country for the love of money. \n How much more of an illustration does one require for a 'Worst Case' scenario?!? A 'Rogue Actor' taking control of the U.S. Government with full access to it's Nuclear Codes. It truly makes more sense to go Radio Silent with America, (for the time being at least) and co-ordinate with Mr.Zelenskyy as to how you will proceed. I would seriously be 'dragging my heels' on that Royal Invitation as well, as D.J. will completely misinterpret that to mean something entirely else! We in the U.S. are undergoing a COUP, plain and simple. No need to Soft Sell it going forward as Trump and Vance have knowingly delivered us to Ruzzia without so much as a single shot being fired. Thanks for the Post.
Makes specific factual assertions about Trump's meetings with Putin, Tulsi Gabbard being a Russian agent, and Trump using private intelligence services without evidence.
@skibo3522
Mar 4, 2025
All of the indian and middle eastern truck drivers that come from.Canada. these guys drive in the united states. And they are some of the worst truck drivers i've ever seen out here. They follow …
All of the indian and middle eastern truck drivers that come from.Canada. these guys drive in the united states. And they are some of the worst truck drivers i've ever seen out here. They follow too close. They run over curbs and hit poles.All the time. They never slow down to allow anyone to pass.
Makes specific unsubstantiated claims about Indian and Middle Eastern truck drivers' behavior without evidence.
Doofwarrior88
Jan 27, 2026
Trump is a Russian, working on Putin's behest destroying relationships with allies
Trump is a Russian, working on Putin's behest destroying relationships with allies
Makes an unsubstantiated factual claim that Trump is a Russian agent working for Putin without evidence.
@stevenson68478
Mar 4, 2025
Trudeau keeps saying Canada is the US’s closest partner and ally. Hasn’t the US proved in the last year and a half at least that it’s actually “israel”?\n\nPlus with the US in trillion dollar debt, …
Trudeau keeps saying Canada is the US’s closest partner and ally. Hasn’t the US proved in the last year and a half at least that it’s actually “israel”?\n\nPlus with the US in trillion dollar debt, and billion dollar obligations to israel, how else must they keep up? Tariffs on other countries! ? the art of the deal.
Makes specific factual claims about US debt obligations to Israel and tariff motivations without evidence, framed as policy critique.
@souduke
Mar 4, 2025
They only hire their own
They only hire their own
Comment makes a specific factual claim ('they only hire their own') without evidence, suggesting discriminatory hiring practices by an unspecified group.
mikeissweet
Jan 27, 2026
Well u should have helped our country like trump asked you to do!!!! He warned you and you didn’t lift a finger so us taxpayers can give you the finger!! ?. ? u think Trump …
Well u should have helped our country like trump asked you to do!!!! He warned you and you didn’t lift a finger so us taxpayers can give you the finger!! ?. ? u think Trump was playing games???!!! Why was your border still opened allowing illegals in our country??!!! They were flying in thru plane and just walk thru Canada & u did nothing about it!!!????
Makes specific factual claims about illegal immigration through Canada without evidence, framing it as a security threat.
@sandracontreras5417
Mar 4, 2025
Fact: Trudeau was the one Canadian who ruined Canada’s economy. Period!
Fact: Trudeau was the one Canadian who ruined Canada’s economy. Period!
Makes a specific factual assertion ('Trudeau ruined Canada's economy') presented without evidence or qualification.
@dmaverick9525
Mar 4, 2025
Don’t lie! Illegals were still coming thru Canada even after that temp tariff pause Trump gave u one more chance!!! So stop lying to our country!!! ?
Don’t lie! Illegals were still coming thru Canada even after that temp tariff pause Trump gave u one more chance!!! So stop lying to our country!!! ?
Makes unsubstantiated claim about illegal immigration continuing despite tariff pause, presented as factual assertion.
@sandracontreras5417
Mar 4, 2025
Trump doesnt kno da true meaning of friend. So Da People are in trouble. And We Da People didnt vote him in. Da secret dark in da back did. Have no one notice dat NOBODY …
Trump doesnt kno da true meaning of friend. So Da People are in trouble. And We Da People didnt vote him in. Da secret dark in da back did. Have no one notice dat NOBODY ever liked trump dat much to vote him in. Many/majority People been hating on trump since his first run. Powerful people in da background put him in anyway
Makes unsubstantiated claims about Trump being installed by 'powerful people in the background' despite lack of popular support.
@vakilmuhammad5399
Mar 4, 2025
Yeah theres a drop in fentynal seizures because you quit documenting them. These are the sick tactics the left uses. They are evil
Yeah theres a drop in fentynal seizures because you quit documenting them. These are the sick tactics the left uses. They are evil
Asserts without evidence that fentanyl seizure data is being manipulated and accuses the government of deceptive tactics.
@Realismike
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)