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
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Makes exaggerated or false claims about government benefits for immigrants while Canadian citizens work harder.
dalmatiandevilTV
Jan 27, 2026
Trump just wants our resources. It never had anything to do with border security. It has been all BS since day one.
Trump just wants our resources. It never had anything to do with border security. It has been all BS since day one.
Makes an unsubstantiated claim about Trump's true motivations while comparing US and Canadian positions.
@scress23
Mar 4, 2025
Canada a safe house for criminals on run from law across the world
Canada a safe house for criminals on run from law across the world
Makes an unsubstantiated claim that Canada harbors international criminals, combining fear-mongering with unsupported assertion.
@itz_killed6652
Mar 4, 2025
I think this is because of the free amount of billions you get from the USA with nothing in return. Nothing so why should we help! Why is some of your government talking to Trump …
I think this is because of the free amount of billions you get from the USA with nothing in return. Nothing so why should we help! Why is some of your government talking to Trump privately about joining the USA as another state. I believe this will happen!
Makes unsubstantiated claims about US aid to Canada and alleges private government discussions about joining the US as a state without evidence.
@tazman19907
Mar 4, 2025
Trump said Zelensky was trying to push ww3 and he wasnt wrong. Zalensky is using his donars as attack dogs to make threats. Think about that! The President who is putting his countries best interests …
Trump said Zelensky was trying to push ww3 and he wasnt wrong. Zalensky is using his donars as attack dogs to make threats. Think about that! The President who is putting his countries best interests first agaisnt the tyrants that have been dictating all of our lives around the world. The problem isn't Trump and Musk, its all the globalists that want to suffocate the planet. The only thing it will take to make you wake up to the delusions, is if you lose all the creature comforts you relish, the status quo has changed and none of you can handle it.
Makes unsubstantiated claims about Zelensky's intentions, globalist conspiracies, and societal collapse without evidence.
@DartFrog815
Mar 4, 2025
Trump and Vance are clear Russian agents. Proud of Canada for standing up to this dumb ass administration. Embarrassed to be American even though I didn’t choose this President. These administration obviously has no idea …
Trump and Vance are clear Russian agents. Proud of Canada for standing up to this dumb ass administration. Embarrassed to be American even though I didn’t choose this President. These administration obviously has no idea what they are doing or purposely spreading chaos.
Asserts without evidence that Trump and Vance are 'Russian agents,' combined with moral disapproval of the administration.
@paradisepetcare9669
Mar 4, 2025
You forgot to mention that you locked up an innocent chinese woman for 3 years .... because the US told you to do it!
You forgot to mention that you locked up an innocent chinese woman for 3 years .... because the US told you to do it!
Commenter makes a specific factual claim about detention of a Chinese woman allegedly due to US pressure, presented without evidence.
@joegoh1968
Mar 4, 2025
Concise: Putin is cannibal demon,Trump is Big robber
Concise: Putin is cannibal demon,Trump is Big robber
Makes inflammatory unsubstantiated claims characterizing Putin and Trump with extreme language without evidence.
Unverified Claim
0.75
@zadhudrahula7318
Mar 4, 2025
P I thought Canada got rid of that child molesting dictator
P I thought Canada got rid of that child molesting dictator
Makes a serious factual accusation ('child molesting dictator') without evidence, presented as a claim about Trudeau's character and fitness for office.
@MontanaBail
Mar 4, 2025
He works for Putin.. the traitor is totally compromised
He works for Putin.. the traitor is totally compromised
Makes a specific factual claim ('He works for Putin') without evidence, presented as conspiracy-like assertion about political compromise.
@TelemakUlysses31
Mar 4, 2025
Who froze accounts of the truckers? Trudeau is a dictator.
Who froze accounts of the truckers? Trudeau is a dictator.
Makes an accusation about account freezing and labels the PM a dictator without substantiation.
@Blip-Quip
Mar 4, 2025
Lol why not also make video on illegal people and drug trafficking from your ancestors country Brazil 😂. Also they start following international visitors from the airport and scam/loot them on the way!
Lol why not also make video on illegal people and drug trafficking from your ancestors country Brazil 😂. Also they start following international visitors from the airport and scam/loot them on the way!
Uses deflection and makes unsubstantiated claims about scamming/looting by a nationality, mixing sarcasm with false generalizations.
jonas19999
Jan 28, 2026
Putin has something on Trump, lets be honest.
Putin has something on Trump, lets be honest.
Makes an unsubstantiated conspiratorial claim about Putin's influence over Trump.
Unverified Claim
0.75
@rovinmangal4675
Mar 4, 2025
We're seeing many cases of Canadai's foreign born national truck drivers bringing trailers full of these drugs into US. They need to enact tougher enforcement and change some things.
We're seeing many cases of Canadai's foreign born national truck drivers bringing trailers full of these drugs into US. They need to enact tougher enforcement and change some things.
Asserts specific factual claim about Canadian truck drivers smuggling drugs without evidence, then calls for policy changes.
@gibbleway
Mar 4, 2025
TRUMP AND (J.D VANCE) Show in front of the world.. About the minéral deal.. \n\nWas planified.. Ever since the 1st meeting between Trump and Poutine... Trump chose to work with poutine instead of état was …
TRUMP AND (J.D VANCE) Show in front of the world.. About the minéral deal.. \n\nWas planified.. Ever since the 1st meeting between Trump and Poutine... Trump chose to work with poutine instead of état was his closes Allies
Presents specific allegations about Trump-Putin coordination and mineral deals without evidence.
@anne-marielabelle9275
Mar 4, 2025
I thought this fool was taken out of office a long time ago? How could he even show his face in public after single handedly destroying Canada..
I thought this fool was taken out of office a long time ago? How could he even show his face in public after single handedly destroying Canada..
Makes unsupported factual claim that Trump 'single handedly destroyed Canada' presented as fact without evidence.
@AnonymousGameWarden
Mar 4, 2025
A world recession is what we need to defeat the Russians, biden did not know how to do this except raise the interest rates. Maybe this is some kind of covert attack.
A world recession is what we need to defeat the Russians, biden did not know how to do this except raise the interest rates. Maybe this is some kind of covert attack.
Commenter makes unsubstantiated claims about recession as strategy and suggests covert attack without evidence.
@scottphillips2420
Mar 4, 2025
I hope president musk and first Lady Donna see the writing on the wall
I hope president musk and first Lady Donna see the writing on the wall
Makes a speculative claim about hypothetical future political appointments ('president musk and first Lady Donna') presented as if factual without evidence.
Unverified Claim
0.75
@exile9237
Mar 4, 2025
There was an Air India flight which crashed and killed more than 20 canadians... No enquiry because his favorite khalistan terrorists were involved.
There was an Air India flight which crashed and killed more than 20 canadians... No enquiry because his favorite khalistan terrorists were involved.
Comment makes a specific factual claim about an Air India crash and alleged government cover-up without evidence.
@aroonv2000
Mar 4, 2025
Trump is on his revenge tour ….get back at anyone who made fun of, bad mouthed , fought against his elections , tried to undo his policies . He is going after everyone , the …
Trump is on his revenge tour ….get back at anyone who made fun of, bad mouthed , fought against his elections , tried to undo his policies . He is going after everyone , the Hunter Biden political problems , all the old problems , he is now extracting revenge on ALL who crossed him over the pass 8 years . .
Makes specific factual claims about Trump's motivations and actions (revenge tour, targeting specific people) presented without evidence.
@FredPhillippe
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)