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
@robertedward7023 The channels you watch spoon fed you propaganda day and night. Try doing your own research for once in your life. Canada is making everything that goes into Fentanyl. They do NOT want our …
@robertedward7023 The channels you watch spoon fed you propaganda day and night. Try doing your own research for once in your life. Canada is making everything that goes into Fentanyl. They do NOT want our borders closed. Go see how much is really coming in from the northern border. It's not the 2% that they apprehend!!!! It kills 200 Americans PER DAY!!! EVERYDAY!!!
Makes specific factual claims about fentanyl production, border apprehension rates, and death statistics without evidence, combined with alarmism.
@n_baileyname2698
Mar 4, 2025
He should just say that Trump is a Russian agent.
He should just say that Trump is a Russian agent.
Suggests making an unsubstantiated accusation that Trump is a Russian agent.
@ishdenzel
Mar 4, 2025
How come he avoided the ports in BC where the fentynol comes in on shipping containers, Trudeau is China's friend and family
How come he avoided the ports in BC where the fentynol comes in on shipping containers, Trudeau is China's friend and family
Makes specific factual claims about Trudeau avoiding BC ports and having ties to China without evidence, presenting conspiracy-adjacent assertions.
@kirkvantornhout1881
Mar 4, 2025
CNN, stop spreading nonsense, everyone knows that Trump does not care about border crossings and fentanyl otherwise he would work WITH Mexico/Canada. This is about him doing Russia’s bidding so we they have the climate …
CNN, stop spreading nonsense, everyone knows that Trump does not care about border crossings and fentanyl otherwise he would work WITH Mexico/Canada. This is about him doing Russia’s bidding so we they have the climate for favorable business dealings with the USA. It is all for Mother Russia!!
Presents conspiracy theory about Trump serving Russia's interests without evidence, framed as explanation for border policy.
@Doug-mu2ev
Mar 4, 2025
Trump is a Russian asset...It's the only rational explanation...The Russians have already won...The markets the US is losing aren't coming back...
Trump is a Russian asset...It's the only rational explanation...The Russians have already won...The markets the US is losing aren't coming back...
Makes unsubstantiated claims about Trump being a Russian asset and predicts economic collapse without evidence.
@MrPough
Mar 4, 2025
People forget more than half of Canada hates this man
People forget more than half of Canada hates this man
Makes an unverified statistical claim ('more than half of Canada hates this man') presented as fact without evidence.
@michaelleddy1578
Mar 4, 2025
do any Canadians remember this very low IQ Governor allowed his government to Seize your bank accounts for protesting an experimental jabbb and lockdown... now he calls the U President dumb.?? Y'all are about to …
do any Canadians remember this very low IQ Governor allowed his government to Seize your bank accounts for protesting an experimental jabbb and lockdown... now he calls the U President dumb.?? Y'all are about to find out really quickly why this person crosses his legs like a chick... he has no balls and will lose this fight.
Makes specific unverified claims about government seizure of bank accounts and questions leader's competence with inflammatory language.
@remygaz
Mar 4, 2025
Canada has use all the help America gave them but America barely get anything in return
Canada has use all the help America gave them but America barely get anything in return
Makes an unsubstantiated claim about trade imbalance between Canada and America without supporting evidence.
@rafealrafeal6716
Mar 4, 2025
Not one person on the planet except Putin can trust Trump.
Not one person on the planet except Putin can trust Trump.
Presents a sweeping factual claim about global trust in Trump without evidence, a hyperbolic assertion presented as fact.
Unverified Claim
0.80
@serpico1616
Mar 4, 2025
Zelenski is the lying murderous dictator.
Zelenski is the lying murderous dictator.
Makes a specific factual claim about Zelenski's character and actions ('lying murderous dictator') presented without evidence or substantiation.
Unverified Claim
0.80
@seadragonrobert
Mar 4, 2025
I agree Trump is being played by Putin!
I agree Trump is being played by Putin!
Asserts a specific factual claim (Trump is controlled by Putin) without evidence, presenting it as established fact.
Unverified Claim
0.80
@sandrahardy5418
Mar 4, 2025
They're all calling his bluff. It's over. Trumps administration is over. He has no power. It's Musk who's the president.
They're all calling his bluff. It's over. Trumps administration is over. He has no power. It's Musk who's the president.
Makes unsubstantiated claims that Trump has lost power and Musk is effectively president, presented as factual assertion.
@edwardwright2989
Mar 4, 2025
I think we might be making a mistake by saying that Trump is being played by Putin. I am beginning to believe more so that he is an agent of Russia with a sense of …
I think we might be making a mistake by saying that Trump is being played by Putin. I am beginning to believe more so that he is an agent of Russia with a sense of agency and the people being played are the people choosing to work for him.
Presents a specific factual assertion (Trump is a Russian agent) without evidence, framed as emerging belief.
@selftotjits
Mar 4, 2025
We know Putin is a dictator and make NO mistake SO IS ZELENSKY!!
We know Putin is a dictator and make NO mistake SO IS ZELENSKY!!
Makes unsubstantiated assertion equating Zelensky with a dictator without evidence, presented as factual claim.
@Michellecastillo-q1c
Mar 4, 2025
Trump wants Canada's resources, but doesn't want to pay for them. So, he's bullying them into becoming the 51st state. It seems pretty straightforward?
Trump wants Canada's resources, but doesn't want to pay for them. So, he's bullying them into becoming the 51st state. It seems pretty straightforward?
Commenter makes a specific factual claim about Trump's intentions (bullying Canada into statehood) presented without evidence, framed as conspiracy.
@aural_angst
Mar 4, 2025
America is the new baby russia. America is officially a communist-run nation. This is what americans voted for. So enjoy america, you deserve it so well ???????
America is the new baby russia. America is officially a communist-run nation. This is what americans voted for. So enjoy america, you deserve it so well ???????
Makes unfounded factual claims that America is 'communist-run' without evidence, combined with alarmist framing.
@chinggop
Mar 4, 2025
It is all lies. He uses fear and hate to bully our allies. He used fear and hate to win the election (and im not convinced they didnt actually cheat to win) and im not …
It is all lies. He uses fear and hate to bully our allies. He used fear and hate to win the election (and im not convinced they didnt actually cheat to win) and im not sure he even won. What a shit show. I love the movie millers crossing. I wish someone would take them on a long walk in the woods.
Makes unsubstantiated claims about election fraud and cheating without evidence, combined with expressions of alarm.
@morganjacob1195
Mar 4, 2025
Putin is using trump to destroy america and the bond with it's allys
Putin is using trump to destroy america and the bond with it's allys
Makes a specific conspiratorial claim that Putin is using Trump to destroy America and alliances without evidence.
@lucymbewe9038
Mar 4, 2025
TRUDOLPH, another f ing GLOBALIST OPEN BORDER DAVOS WEF Agenda driven puppet.
TRUDOLPH, another f ing GLOBALIST OPEN BORDER DAVOS WEF Agenda driven puppet.
Makes unsubstantiated claims about Trudeau being a 'globalist' puppet controlled by WEF/Davos without evidence, a common conspiracy theory.
@1fluffypuss
Mar 4, 2025
Trump works for Putin, when you view things through that lense, it makes perfect sense.
Trump works for Putin, when you view things through that lense, it makes perfect sense.
Makes a specific factual assertion ('Trump works for Putin') presented without evidence, framed as explanatory framework.
Unverified Claim
0.80
@cubajonesie
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)