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 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
They sold there stocks and then tank the market so they can buy back at a low. Seen it before, old play book. We are going to be alright.
They sold there stocks and then tank the market so they can buy back at a low. Seen it before, old play book. We are going to be alright.
Asserts a specific market manipulation conspiracy ('sold stocks then tank market') without evidence, though framed as observed pattern.
@winstonphillips1908
Mar 4, 2025
I cant believe America is going to be communist, the worls turned on it head.
I cant believe America is going to be communist, the worls turned on it head.
Unsubstantiated claim that America is becoming communist, presented as factual assertion without evidence.
@retroghetto7646
Mar 4, 2025
So how then, did one man erase all the good. And dont say he was an idiot because some big people in government made this happen. Who bought our government. We know the current government …
So how then, did one man erase all the good. And dont say he was an idiot because some big people in government made this happen. Who bought our government. We know the current government certainly has ten times that money But they will use our money our pensions to bury this once great country
Asserts unsubstantiated conspiracy that government was 'bought' by unnamed powerful interests to deliberately harm Canada.
jerryniagara3501
Feb 17, 2026
Lock trump up! He is a russian asset.
Lock trump up! He is a russian asset.
Makes an unsubstantiated claim that Trump is a Russian asset, framed as a call to action (lock him up).
@ismayilarifoglu6226
Mar 4, 2025
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
Let me guess. Canada doesn’t tariff anything from the USA. ????. Reciprocal coming next
Let me guess. Canada doesn’t tariff anything from the USA. ????. Reciprocal coming next
Makes unsubstantiated claim that Canada doesn't tariff US goods, implying hypocrisy and predicting reciprocal tariffs without evidence.
@JohnBojanac
Mar 4, 2025
Canada didn’t need to do all that stuff about Fentanyl. It’s a made up problem so Elon and Trump can destroy Americans and make us so poor that he can take over as dictator.
Canada didn’t need to do all that stuff about Fentanyl. It’s a made up problem so Elon and Trump can destroy Americans and make us so poor that he can take over as dictator.
Makes unsubstantiated conspiracy claims that fentanyl is fabricated and part of a plot for authoritarian takeover.
@CindymeCindy
Mar 4, 2025
It has never been about fentanyl from the beginning... I think most Americans know that. Some Americans are susceptible to cult leaders, and you have a good one. In office
It has never been about fentanyl from the beginning... I think most Americans know that. Some Americans are susceptible to cult leaders, and you have a good one. In office
Makes an unsubstantiated claim that the issue was never about fentanyl and characterizes Americans as susceptible to cult leaders, blending conspiracy-like framing with identity commentary.
@godwillejiasa570
Mar 4, 2025
Carney vlonlkst self servingibrs want imgrants to vote for them that the reason thafs why they want to give the ones on pr to vote Biden era all over again in canada
Carney vlonlkst self servingibrs want imgrants to vote for them that the reason thafs why they want to give the ones on pr to vote Biden era all over again in canada
Incoherent conspiracy claim about politicians using immigrants for voting purposes, with garbled text suggesting unsubstantiated political manipulation.
montahakarbarani948
Feb 17, 2026
Trump isn't worried about the cost of living. He's on Elon's payroll.
Trump isn't worried about the cost of living. He's on Elon's payroll.
Makes an unsubstantiated claim that Trump is on Elon's payroll, framed as a factual assertion without evidence.
@suzannahirwin7165
Mar 4, 2025
Sadly, it seems America is shutting down for project 25 and America first. When you look at how the people given power by trump, it is the only conclusion
Sadly, it seems America is shutting down for project 25 and America first. When you look at how the people given power by trump, it is the only conclusion
Makes an unsubstantiated claim that 'America is shutting down for project 25' while expressing alarm about Trump's appointees.
@Michaela-bk3mm
Mar 4, 2025
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these …
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these are normal ads with only men of color and white women; it's normal; why taht is not normal in any other fucking corner of the earth to promote this type of mulatization except North America and Europe??? Why? Racism?
Makes conspiratorial claims about media representation and racial demographics without evidence, combining unfounded accusations with alarmist framing.
jan4802
Feb 17, 2026
Trump sold American out to Russia.
Trump sold American out to Russia.
Makes a specific factual claim about Trump's alleged collusion with Russia without supporting evidence.
Unverified Claim
0.75
@Nomorehate24
Mar 4, 2025
Dustbin Turdeau made false allegations on India a few months ago, to polish its domestic politics. It was trying to appease terrorist head lords to gather their support. It allows terrorists in its country and …
Dustbin Turdeau made false allegations on India a few months ago, to polish its domestic politics. It was trying to appease terrorist head lords to gather their support. It allows terrorists in its country and then blames India for a gang war which occurs in its own country. It has destroyed India-Canada relations for its own political goals. Shame on you Dustbin Trudeau.
Makes specific factual allegations about Trudeau's false allegations against India and harboring terrorists without evidence, presenting conspiracy-like claims.
@akashbanerjee6272
Mar 4, 2025
It was never an example, it was a laboratory. Notice how the same issues happened wherever this experiment was conducted?
It was never an example, it was a laboratory. Notice how the same issues happened wherever this experiment was conducted?
Presents vague conspiracy theory framing immigration as an intentional 'experiment' without evidence.
likwidmocean
Feb 17, 2026
Oh please, he is also in bed with a lying murderous Netanyahu.
Oh please, he is also in bed with a lying murderous Netanyahu.
Makes a specific factual assertion about political relationships without evidence.
Unverified Claim
0.75
@agvitarinalubis6347
Mar 4, 2025
Trump lies about everything.
Trump lies about everything.
Makes a sweeping factual assertion ('Trump lies about everything') without specific evidence or examples.
Unverified Claim
0.75
@kinnamangaming3216
Mar 4, 2025
Really wish we had a president instead of a Russian asset.
Really wish we had a president instead of a Russian asset.
Makes a specific factual claim about a political figure being a 'Russian asset' without evidence.
@annel1347
Mar 4, 2025
Trump is a Putin asset. Wake the fuck up.
Trump is a Putin asset. Wake the fuck up.
Makes an unsubstantiated claim about Trump being a Putin asset and calls for awareness/action ('wake up').
@buttsexandbananapeels
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)