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
I would legit bet $100 that Tyler has never made $100 "playing games on his phone".
I would legit bet $100 that Tyler has never made $100 "playing games on his phone".
Challenges a claim made by someone named Tyler about earning money, suggesting the claim is false or exaggerated.
Eazy-Breezy
Jan 27, 2026
we issued 1 million temp visa to ukranians starting right around when things fell apart ...
we issued 1 million temp visa to ukranians starting right around when things fell apart ...
Makes a specific factual claim about 1 million Ukrainian temp visas issued at a particular time without providing evidence or context.
Unverified Claim
0.70
dhagos
Jun 20, 2025
Trudeau wanted to turn Canada into a tropical country
Trudeau wanted to turn Canada into a tropical country
Makes a specific factual claim about Trudeau's immigration intentions ('turn Canada into a tropical country') presented without evidence.
kevinl7173
Apr 15, 2025
Canada is a failing ponzi scheme
Canada is a failing ponzi scheme
Makes a sweeping factual claim about Canada's economic system without evidence, presented as alarming assertion.
Dicky_Weiner
Aug 25, 2025
Canada might cut off electricity to half the united states for a few hours as a demonstration and wake up call.
Canada might cut off electricity to half the united states for a few hours as a demonstration and wake up call.
Presents a speculative scenario about Canada cutting electricity as a 'demonstration' without evidence, mixing unverified claim with threat framing.
@rajdhaliwal7646
Mar 4, 2025
The liberal party has wasted over 70 billion on immigrants.. refugees over 20 billion in 2020 alone ...this is not Conservative party policy..this mass taxpayers funded invasion will solely fall on the liberals 🇨🇦
The liberal party has wasted over 70 billion on immigrants.. refugees over 20 billion in 2020 alone ...this is not Conservative party policy..this mass taxpayers funded invasion will solely fall on the liberals 🇨🇦
Makes specific unverified spending claims (70 billion, 20 billion) presented as fact without evidence, framed as 'invasion.'
speediesthesquirrel
Aug 25, 2025
Trump is the true Manchurian Candidate. The movie and book had nothing on him ?
Trump is the true Manchurian Candidate. The movie and book had nothing on him ?
Makes an unsubstantiated conspiracy claim comparing Trump to a fictional foreign agent, implying hidden control.
@robertspivey4631
Mar 4, 2025
I think the king is trying to hurt America to get back at the Democrats
I think the king is trying to hurt America to get back at the Democrats
Makes a specific factual claim about political motivation without evidence.
Unverified Claim
0.70
@bernardjones5950
Mar 4, 2025
Trump administration trying to make Americans refugees is what it looks like
Trump administration trying to make Americans refugees is what it looks like
Makes an unsubstantiated claim that Trump's policies would create American refugees without supporting evidence.
@analoggurl
Mar 4, 2025
Yes Trump is definitely being played by Putin
Yes Trump is definitely being played by Putin
Makes a specific factual assertion about Trump being controlled by Putin without providing evidence, characteristic of conspiracy-adjacent claims.
Unverified Claim
0.70
@dianeaalders2520
Mar 4, 2025
CANADIANS WATCH OUT HES LAUNDERING MONEY JUST LIKE AMERICA, CRIMINALS IN GOVERNMENT FROM PRIOR ADMINISTRATIONS,THATS THE REAL PROBLEMS, TRAITORS FROM PAST ADMINISTRATIONS
CANADIANS WATCH OUT HES LAUNDERING MONEY JUST LIKE AMERICA, CRIMINALS IN GOVERNMENT FROM PRIOR ADMINISTRATIONS,THATS THE REAL PROBLEMS, TRAITORS FROM PAST ADMINISTRATIONS
Makes specific unsubstantiated accusations of money laundering and criminal activity without evidence, framed as warning.
@MugseyFreedom
Mar 4, 2025
We are DONE none of us did anything. There is NO going back now. Y’all hate trump for rounding up illegals… I wonder why he’s doing that….
We are DONE none of us did anything. There is NO going back now. Y’all hate trump for rounding up illegals… I wonder why he’s doing that….
Makes an unsubstantiated claim that 'there is NO going back now' and references Trump's immigration enforcement without evidence, comparing approaches across countries.
Antidotetocrackthecode
Sep 9, 2025
The old stock Indians would likely welcome mass deportations of the rabble that flooded Brampton in the last 5 years.
The old stock Indians would likely welcome mass deportations of the rabble that flooded Brampton in the last 5 years.
Makes an unsubstantiated claim about what 'old stock Indians' would support regarding mass deportations without evidence.
ericyuan9718
Sep 19, 2025
trump and maga are not protectees of americans or america, they are only self serving.\nfentynel is bs, trumps candy man ronnie was doling out fentenyl right in the white house with no count maintained. no …
trump and maga are not protectees of americans or america, they are only self serving.\nfentynel is bs, trumps candy man ronnie was doling out fentenyl right in the white house with no count maintained. no individual it was given to, nothing, except for the annual report, it was there during trump/maga admin. gone when they gone. there is a date it was given, to whoever? in the white house.
Makes specific factual claims about fentanyl distribution in the White House without evidence, while criticizing Trump administration policies.
@carolyn-u7b
Mar 4, 2025
2:55 It costs thousands of dollars in medical bills if you don't have a health card! What are these people assuming? Living under a rock mate?
2:55 It costs thousands of dollars in medical bills if you don't have a health card! What are these people assuming? Living under a rock mate?
Makes specific factual claim about medical bill costs without evidence while criticizing assumptions made in the video.
hurmanbansal
Sep 21, 2025
Trump and putin decided to rule the ?
Trump and putin decided to rule the ?
Makes an unsubstantiated conspiratorial claim about Trump and Putin's alleged coordination without evidence.
@sashakumar6507
Mar 4, 2025
Trump sold America for Russia Putin
Trump sold America for Russia Putin
Makes a specific factual accusation (Trump sold America to Russia/Putin) presented without evidence, though framed as a moral indictment.
@frankkyereme7125
Mar 4, 2025
No you don't u lie
No you don't u lie
Accusation that Trudeau is lying presented without evidence or elaboration.
Unverified Claim
0.70
@STEPHENLICHTEFELD-nz4ht
Mar 4, 2025
isnt this perfect timing the federal court makes stricter penalties for the homeless poor and now the us and canada align to increase the burden on the us poor\nwow almost like it has been planned\nno …
isnt this perfect timing the federal court makes stricter penalties for the homeless poor and now the us and canada align to increase the burden on the us poor\nwow almost like it has been planned\nno way becas that would be devious\nthat sounds like another conspiracy\nbah humbug\nanother conspiracy\nnothing to see here\nthe govt loves us\ntrudeau loves us\nhe even said as much\nwe should take him at his word\nhe is in love\nlove love love\nwe love you to mr trudeau enjoy your retirement may it be long\n( https://youtu.be/_7xMfIp-irg?si=mWU_OB7pFTNyR1Mf )\nlove love love\nhow sweet the sound
Presents unsubstantiated claims about coordinated government planning between courts and US-Canada policy, with sarcastic tone suggesting conspiracy theory.
@dependswhoyouask
Mar 4, 2025
Dude is on crack if he thinks i'm gonna believe his numbers.??
Dude is on crack if he thinks i'm gonna believe his numbers.??
Dismissal of presented statistics as false without providing evidence or alternative data.
Unverified Claim
0.70
@jasonpierce1980
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)