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
Nobody is leaving canada.
Nobody is leaving canada.
Makes a specific factual assertion ('nobody is leaving Canada') without evidence, contradicting the video's premise.
Unverified Claim
0.75
blindsurfer7446
Apr 15, 2025
PM Trudeau is no longer the PM of Canada 4.13.25
PM Trudeau is no longer the PM of Canada 4.13.25
Makes a specific factual claim about PM Trudeau's status without evidence, presented as a statement of fact.
KJ-db7pt
Apr 14, 2025
I wonder if this is Elon's idea to make up for the taxes he wont be paying. I'm shocked that we are out of nowhere supporting Russia and targeting our allies instead
I wonder if this is Elon's idea to make up for the taxes he wont be paying. I'm shocked that we are out of nowhere supporting Russia and targeting our allies instead
Makes unsubstantiated claims about Elon Musk's tax avoidance and Canada supporting Russia without evidence.
@humanbean3
Mar 5, 2025
Il temps d'annoncer que TRUMP est tenue par les BALLS par Poutine et les anciens du KGB. Ils l'ont piégé dans les années 80 en le sauvant de la banqueroute, en achetant des appartement dans …
Il temps d'annoncer que TRUMP est tenue par les BALLS par Poutine et les anciens du KGB. Ils l'ont piégé dans les années 80 en le sauvant de la banqueroute, en achetant des appartement dans sa trump tower à New-york, en les payant bien plus chers que le marché, en le faisant venir à Moscou lui faisant miroiter une Trump tower à Moscou et on sait comment cela se passé les nuits organisaient par le KGB.
\nOpération Trump : Les espions russes à la conquête de l'Amérique sur France 5
\nhttps://www.youtube.com/watch?v=t0umMi7fgVM
Presents specific conspiracy theory about Trump being compromised by Russian intelligence through unsubstantiated claims of blackmail.
@davidgommenne6534
Mar 5, 2025
I’m not so sure he’s been played by Putin. I’m afraid he may well be The Manchurian.
I’m not so sure he’s been played by Putin. I’m afraid he may well be The Manchurian.
Makes an unsubstantiated claim that a political figure is a 'Manchurian' (controlled agent), combining conspiracy theory with threat framing.
@longliveliberty2257
Mar 5, 2025
It all makes perfect sense when you think Donald has russian passport. Very unfortunate to americans.
It all makes perfect sense when you think Donald has russian passport. Very unfortunate to americans.
Makes an unsubstantiated claim about Trump holding a Russian passport without evidence.
@kariknuuttila5796
Mar 5, 2025
Just to be clear, these are the tariffs Canada has imposed on the USA for years: Milk: 270% Cheese: 245% Butter: 298% Chicken: 238% Sausages: 69.9% Barley seed: 57-57.8% Copper: 48% Aluminum: 45% Steel: 25% …
Just to be clear, these are the tariffs Canada has imposed on the USA for years: Milk: 270% Cheese: 245% Butter: 298% Chicken: 238% Sausages: 69.9% Barley seed: 57-57.8% Copper: 48% Aluminum: 45% Steel: 25% Cars: 45% TVs: 45% Eggs: 163% Wheat: 94% Bovine/Meat: 26.5% Source : Global Affairs Canada\n\nTaken off another thread
The comment presents specific tariff percentages as factual claims with a source citation, but lacks verification and appears designed to counter the narrative with disputed statistics.
@garethmckerrell6888
Mar 5, 2025
Krasnov(Trump) Putins employee in the White House. USA= West Russia.
Krasnov(Trump) Putins employee in the White House. USA= West Russia.
Makes unsubstantiated conspiracy claim equating the USA with Russia and alleging a political figure is a foreign agent.
@st_zeno9489
Mar 5, 2025
No one wants to do business with Trudeau and WEF puppets. Go Truckers ❤
No one wants to do business with Trudeau and WEF puppets. Go Truckers ❤
Makes an unsubstantiated claim that Trudeau and government are 'WEF puppets' while also asserting political identity through truck convoy support.
@capedoctor
Mar 4, 2025
The canadian government collaborated with the US government to support genocide in Palestine. THE US GOVERNMENT JUST THANKED CANADA with sanctions. GOOD KARMA......LOL
The canadian government collaborated with the US government to support genocide in Palestine. THE US GOVERNMENT JUST THANKED CANADA with sanctions. GOOD KARMA......LOL
Makes unsubstantiated claims about government collaboration in genocide and US sanctions as reward, framed with moral outrage.
@froggyzoom
Mar 5, 2025
Trump mentioned before that integrating Canada into a part of US and it seems the plan didn't work so it might be normal to see worse tariff for Canada in the future
Trump mentioned before that integrating Canada into a part of US and it seems the plan didn't work so it might be normal to see worse tariff for Canada in the future
Presents an unsubstantiated claim about Trump's alleged plan to integrate Canada into the US and predicts future tariffs based on this assertion.
@ag-52
Mar 5, 2025
Para mi que los 3 gob mas grandes se estan confabulando para dividirse el poder...y crean estas distracciones incomodas para que nos fikemos en esas bobadas mientras el verdadero problema lo esconden...lo de el artico …
Para mi que los 3 gob mas grandes se estan confabulando para dividirse el poder...y crean estas distracciones incomodas para que nos fikemos en esas bobadas mientras el verdadero problema lo esconden...lo de el artico es serio...y crean esto para distraer
Presents unsubstantiated conspiracy theory that three governments are colluding to distract from Arctic issues through manufactured crises.
@gilbertoquinones3061
Mar 5, 2025
This is on some next level Manchurian Candidate type _ _ _ _
This is on some next level Manchurian Candidate type _ _ _ _
Invokes conspiracy theory language ('Manchurian Candidate') suggesting hidden manipulation without evidence.
@elastronata
Mar 5, 2025
This is a fact. Nicol Suarez is a man with a Yard who put it in a boy. That is the Fact.
This is a fact. Nicol Suarez is a man with a Yard who put it in a boy. That is the Fact.
Presents a specific factual claim about an individual (Nicol Suarez) without evidence or context, appearing to be an unsubstantiated assertion.
Unverified Claim
0.75
@johndunlavey8927
Mar 5, 2025
This can all be explained so easily, The Donald has changed sides, easy as can be.
This can all be explained so easily, The Donald has changed sides, easy as can be.
Makes a vague conspiratorial claim that Trump 'has changed sides' without providing evidence or explanation for this assertion.
Unverified Claim
0.75
@CecilJRhodes
Mar 5, 2025
I am sure there is a lot more fentanyl detected going IN to Canada from the US, then going IN to the US from Canada
I am sure there is a lot more fentanyl detected going IN to Canada from the US, then going IN to the US from Canada
Makes a specific factual assertion about fentanyl flows between countries without evidence, while also comparing Canada-US drug trafficking patterns.
@edubeast-g9m
Mar 4, 2025
I wonder what deal he made (Trump) with American armaments industry.
I wonder what deal he made (Trump) with American armaments industry.
Presents an unsubstantiated claim about Trump making a secret deal with the armaments industry without evidence.
@pascaleoffe9411
Mar 5, 2025
The traitors in the Whitehouse along with all Republicans are doing this to destroy the United States for Russia and Putin
The traitors in the Whitehouse along with all Republicans are doing this to destroy the United States for Russia and Putin
Makes a specific conspiratorial claim about Republican coordination with Russia to destroy the US without evidence.
@W45Jasper
Mar 4, 2025
Why? Bcos he wants Russia as an ally, not democracies. He admires Putin's ability to hold onto power and wants to learn from him so he can be a dictator too.
Why? Bcos he wants Russia as an ally, not democracies. He admires Putin's ability to hold onto power and wants to learn from him so he can be a dictator too.
Presents unsubstantiated claims about Trump's motivations and alleged desire to become a dictator without evidence.
@SallyBalfort
Mar 4, 2025
Elon doesn’t like Canada. That’s why Trump is doing this bc his boss told him to? Everyone is acting like they don’t knw WHY?
Elon doesn’t like Canada. That’s why Trump is doing this bc his boss told him to? Everyone is acting like they don’t knw WHY?
Presents unsubstantiated claim that Elon Musk controls Trump's tariff decisions without evidence.
@solstyles1038
Mar 4, 2025
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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)