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
Search & Filter
Unverified Claim
3,221 comments
This is absolute lies.
This is absolute lies.
Blanket accusation of falsehood without specific evidence, suggesting the video or claims are dishonest.
Unverified Claim
0.65
dougmackinnon5346
Dec 29, 2025
His Mistress always stands besides this ?
His Mistress always stands besides this ?
Makes an unsubstantiated personal claim about a political figure's relationship without evidence.
Unverified Claim
0.65
@gsoodhm
Mar 5, 2025
We knew this for. Years we sell pple
We knew this for. Years we sell pple
Cryptic statement suggesting prior knowledge of unspecified wrongdoing without evidence or clarity, characteristic of conspiracy-adjacent discourse.
Unverified Claim
0.65
pophome969
Jan 28, 2026
Trump and Putin really scooping the Nazi Swamp of the Globe
Trump and Putin really scooping the Nazi Swamp of the Globe
Makes an unsubstantiated conspiratorial claim about Trump and Putin's intentions regarding a 'Nazi Swamp,' presented without evidence.
@Noah_bsl33
Mar 5, 2025
Durka durka
Durka durka
Appears to be a mocking ethnic stereotype or slur with no substantive content, representing fabricated/offensive characterization.
Unverified Claim
0.65
Whatsgoinonhere
Jan 28, 2026
What is CHINA doing to stop the flow of Fentanyl? Hmmmm. Profit.
What is CHINA doing to stop the flow of Fentanyl? Hmmmm. Profit.
Makes an unsubstantiated claim about China's role in fentanyl trafficking and profit motives without evidence.
@Blumack21
Mar 4, 2025
HE IS SO RIGHT OUR FELON IN CHIEF IS IN BED LITERALY WITH RUSSIA, STARTING WITH THE FIRST WIFE, AND NOW HE HAS A STRONGER HANDLER.........MELA......
HE IS SO RIGHT OUR FELON IN CHIEF IS IN BED LITERALY WITH RUSSIA, STARTING WITH THE FIRST WIFE, AND NOW HE HAS A STRONGER HANDLER.........MELA......
Makes unsubstantiated claims about a political figure's alleged criminal status and foreign entanglements without evidence.
@oldschoolnewventure845
Mar 4, 2025
you guys know exactly why people at the top doing what they r doing.
you guys know exactly why people at the top doing what they r doing.
Vague insinuation of conspiracy without evidence, suggesting hidden motives behind immigration policy without substantiation.
Unverified Claim
0.65
Duriyod
Jan 27, 2026
Do ever bend down too don the con it's a smoke sreen
Do ever bend down too don the con it's a smoke sreen
Vague assertion that something is a 'smoke screen' without evidence, though the claim is unclear and poorly articulated.
Unverified Claim
0.65
@markpeachey7942
Mar 4, 2025
4:16 You don't have upper class Indians there , it's a myth that Indians are dirty
4:16 You don't have upper class Indians there , it's a myth that Indians are dirty
Challenges a stereotype with a counter-claim about Indian class composition, though the framing suggests defensive identity assertion.
KNOWING_EYES
Feb 7, 2026
They made a special place near Toronto where they spread cremated remains into the waterway.
They made a special place near Toronto where they spread cremated remains into the waterway.
States a specific factual claim about cremation practices near Toronto without evidence, presented as problematic.
Unverified Claim
0.65
madelinebock6469
Aug 29, 2025
Wait until Canada gets their new NATO bill
Wait until Canada gets their new NATO bill
Vague assertion about a future 'NATO bill' without evidence or specifics, presented as factual prediction.
Unverified Claim
0.65
@TheThirdEye38
Mar 4, 2025
Obviously a lot of $$$ were made lol .. by vested interests who opened the gates ? 😁
Obviously a lot of $$$ were made lol .. by vested interests who opened the gates ? 😁
Makes vague conspiratorial claim about financial interests profiting from immigration policy without specifics, with sarcastic tone.
jay1645
Jun 23, 2025
Trump and Vance are so thick they do not know that Russia is an ally of Iran, North Korea, the Taliban and various other scum.
Trump and Vance are so thick they do not know that Russia is an ally of Iran, North Korea, the Taliban and various other scum.
Makes specific factual assertion about geopolitical alliances (Russia-Iran-North Korea) presented without evidence to support criticism.
@hamishmcfenda4197
Mar 4, 2025
I will bet you 1,000,000,000 CANADIAN DOLLARS, THAT THE FREE SWEETS YOU WERE GIVEN FOR FREE ARE 100% EXPIRED, I GUARANTEE IT, CHECK IT, PLEASE.
I will bet you 1,000,000,000 CANADIAN DOLLARS, THAT THE FREE SWEETS YOU WERE GIVEN FOR FREE ARE 100% EXPIRED, I GUARANTEE IT, CHECK IT, PLEASE.
Makes a specific factual claim about expired food without evidence, though the hyperbolic tone suggests possible satire.
GREGH01.
Nov 13, 2025
Both alcoholism and drug abuse was up under the trump administration during the pandemic. The fentanyl epidemic is due to buyers using fentanyl not to gangs selling fentanyl. You could have all the fentanyl in …
Both alcoholism and drug abuse was up under the trump administration during the pandemic. The fentanyl epidemic is due to buyers using fentanyl not to gangs selling fentanyl. You could have all the fentanyl in the world but if you don't have any buyers you won't make any sales. Second Amendment trump and the gang of Republicans.
Makes specific factual claims about drug abuse trends under Trump and fentanyl causation without evidence, presented as fact.
@myberney
Mar 4, 2025
Tough talk from a SISSY who was trading friendship brackets with TEENAGE LITTLE GIRLS, at a Taylor Swift concert in Toronto, while Palestinian reprobates were rioting in Montreal. TRU-dough didn’t start real changes at the …
Tough talk from a SISSY who was trading friendship brackets with TEENAGE LITTLE GIRLS, at a Taylor Swift concert in Toronto, while Palestinian reprobates were rioting in Montreal. TRU-dough didn’t start real changes at the US/Cdn ( states borders ) until TRUMP trumped the drama school teacher ! So says a Canada who will vote TRUMP ! Seems that TDS has seriously infected the Castro Frog.
Contains multiple unsubstantiated claims about the Prime Minister's behavior and political motivations, mixed with identity-based criticism.
@LouisCraig-n1j
Mar 4, 2025
Takeovers by oligarchs
Takeovers by oligarchs
Makes a vague factual assertion about oligarch 'takeovers' without evidence, though context is unclear.
@sandracawthern327
Mar 4, 2025
Understand ?? 1st FTR??. Deep state is big mad? they are reaching out and plotting against our country to all countries because—- this is a change that no longer are these countries going to take …
Understand ?? 1st FTR??. Deep state is big mad? they are reaching out and plotting against our country to all countries because—- this is a change that no longer are these countries going to take advantage of ?? . Get in line ?? . We the people don’t give a dam about countries who take advantage of us!!!!!! It’s over.
Makes unsubstantiated claims about 'deep state' plotting and countries taking advantage, mixed with nationalist sentiment and vague accusations.
@georgelatham1162
Mar 4, 2025
To śmierdziele !!!!
To śmierdziele !!!!
Polish-language slur expressing xenophobic sentiment without substantive argument; appears to be inflammatory name-calling.
Duszan1Duszan
Mar 2, 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)