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 Putins greatest creation ! Trump supporters how do you still pretend he stands for MAKE AMERICA GREAT. we look weak, stupid and risky investment !
Trump is Putins greatest creation ! Trump supporters how do you still pretend he stands for MAKE AMERICA GREAT. we look weak, stupid and risky investment !
Unsubstantiated claim that Trump is Putin's creation, combined with moral critique of Trump supporters.
@knightwarffxi5252
Mar 4, 2025
President Trump wants to annex Canada that’s all.
President Trump wants to annex Canada that’s all.
States a specific factual claim about Trump's annexation intentions without evidence, expressing territorial threat.
@Dongnanjie
Mar 4, 2025
They are all now working everywhere go to dollarama tim hortons poppoye no frills selling offering credit cards domino pizza concierge and also inside pearson airport
They are all now working everywhere go to dollarama tim hortons poppoye no frills selling offering credit cards domino pizza concierge and also inside pearson airport
Makes a sweeping factual claim about immigrants working in specific retail/service sectors without evidence, presented as observation.
angeloaquinovlog1754
Sep 28, 2025
Trump is trying to justify invading Canada. Putin is teaching him.
Trump is trying to justify invading Canada. Putin is teaching him.
Makes a specific factual claim about Trump's invasion intentions and Putin's influence without evidence, presented as fact.
@shaunnashandro
Mar 4, 2025
There are all scammers. No they can’t find them they’re all over Canada.
There are all scammers. No they can’t find them they’re all over Canada.
Makes unsubstantiated claims that 'all' are scammers and scattered throughout Canada without evidence.
joehustler7277
Sep 29, 2025
Only now!! Ask Trudeau and Khalistani.
Only now!! Ask Trudeau and Khalistani.
Makes vague accusatory claims about Trudeau and 'Khalistani' without evidence, framed as a factual assertion.
chrissingh4730
Sep 29, 2025
Don’t be fooled. Trump is doing this so that he can claim that US allies won’t trade fairly with them, and that opens the door for him to trade with russia and china. Trump is …
Don’t be fooled. Trump is doing this so that he can claim that US allies won’t trade fairly with them, and that opens the door for him to trade with russia and china. Trump is captured - period. I am a non-US and non-woke citizen.
Makes specific unsubstantiated claims about Trump's strategic motivations regarding Russia and China without evidence.
@SuperSoc27
Mar 5, 2025
Simple....lib/ccp/wef
Simple....lib/ccp/wef
Cryptic assertion linking liberals, CCP, and WEF without evidence, suggesting conspiracy without substantiation.
Unverified Claim
0.72
DPRAE
Aug 29, 2025
Warren buffett says this is war
Warren buffett says this is war
Presents an unsubstantiated claim about Warren Buffett's statement without evidence or context.
Unverified Claim
0.72
@pancake2662
Mar 4, 2025
Of course, the legacy corporate media is all about filling as much time as possible distracting/diverting from the crux of the matter, the underlying major F__KING PROBLEM—trump destroying the economy and security ON PURPOSE under …
Of course, the legacy corporate media is all about filling as much time as possible distracting/diverting from the crux of the matter, the underlying major F__KING PROBLEM—trump destroying the economy and security ON PURPOSE under the direction of PUTIN. But hey, let’s focus on how dumb his actions are, not WHY.
Makes specific factual claims about Trump's intentional economic destruction and Putin's direction without evidence.
@vickblack72
Mar 4, 2025
Trump wants the resources.
Trump wants the resources.
Makes a bare assertion about Trump's motivations ('wants the resources') presented as fact without supporting evidence.
Unverified Claim
0.72
@edj2745
Mar 4, 2025
Not about fentanyl? Follow the money…
Not about fentanyl? Follow the money…
Presents an unsubstantiated conspiratorial claim that financial interests ('follow the money') are hidden behind the stated issue.
Unverified Claim
0.72
@CGKA2020
Mar 4, 2025
Trump wans to joint the Bricks.
Trump wans to joint the Bricks.
Makes a specific factual claim about Trump's intentions regarding BRICS without evidence or context.
Unverified Claim
0.72
@bobobugy721
Mar 4, 2025
Maybe Trump is a russian spy as a Trump double.. he supports Russia and goes against all historic friends.. or he is a fkn genius .
Maybe Trump is a russian spy as a Trump double.. he supports Russia and goes against all historic friends.. or he is a fkn genius .
Presents unsubstantiated conspiracy theory about Trump being a Russian spy, with sarcastic hedging ('or he is a fkn genius') suggesting satirical intent.
@gus1252
Mar 4, 2025
T h e beat you in child support now you think people are happy having kids? Its not the people we can clearly see what the problem is
T h e beat you in child support now you think people are happy having kids? Its not the people we can clearly see what the problem is
Makes a cryptic factual assertion ('beat you in child support') linking an unspecified problem to immigration without evidence or clarity.
Unverified Claim
0.72
almministrys1659
Aug 26, 2025
Mr. Trudeau the fentanyl is full of bullshit and every estate of the United States they are factories of fentanyl this so called billionaires the only thing they try to do is pretend they can …
Mr. Trudeau the fentanyl is full of bullshit and every estate of the United States they are factories of fentanyl this so called billionaires the only thing they try to do is pretend they can get away with everything. I don’t understand why the people in United States the letter get away so easy. The most danger is musk you have the right to take him the citizenship as a Canadian. We hear in United States support\n Canada days don’t last too long when people get pissed off things happen
Makes specific factual claims about fentanyl factories and billionaires without evidence, combined with vague threat language about consequences.
@patriciogarces3544
Mar 4, 2025
CNN has a great way of trying to turn things against the Republicans it’s Canada that has benefited the very most from our US Canadian relationship Canada is very strict immigration laws which is good. …
CNN has a great way of trying to turn things against the Republicans it’s Canada that has benefited the very most from our US Canadian relationship Canada is very strict immigration laws which is good. What is bad is they allow people from other countries outside US and Canada to fly in and go through the border into United States. from my understanding, and for the most part, probably because I hardly ever listen to CNN news is most Canadians lost trust in their Prime Minister
Makes specific factual claims about Canadian immigration laws and border practices without evidence, mixed with media criticism.
@willisskiba
Mar 4, 2025
We got a dictator here too and the biggest lair in Canadian history
We got a dictator here too and the biggest lair in Canadian history
Makes inflammatory unsubstantiated claims calling Canadian leadership a 'dictator' and 'liar' without evidence.
@NicholasPittman-n4k
Mar 4, 2025
Trump has got to be in deep with Russia. This makes no sense except to please our adversaries.
Trump has got to be in deep with Russia. This makes no sense except to please our adversaries.
Makes an unsubstantiated claim about Trump's relationship with Russia without evidence.
@spaceshantynow1851
Mar 4, 2025
They don't want to talk about the stalking, harassment and sexual assaults against women. Even our news is covering for them, a punjabi sikh man literally threatened some girl with a replica gun and when …
They don't want to talk about the stalking, harassment and sexual assaults against women. Even our news is covering for them, a punjabi sikh man literally threatened some girl with a replica gun and when he got arrested, his bag had 3 bundles of rope, 2 carving knives, and 2 rolls of duck tape. Make sure people learn the actual truth, this surface level journalism always leaves these questions unanswered. I will tell you the answer, and it is a Yes!
Presents specific anecdotal evidence of a crime and makes unsubstantiated claims about media cover-ups and systemic patterns without evidence.
azurespectrum1985
Jan 27, 2026
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)