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
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
Its all about RUSSIA
Its all about RUSSIA
Makes an unsubstantiated assertion that events are 'all about Russia' without supporting evidence.
Unverified Claim
0.65
@thomasbogenschutz4180
Mar 4, 2025
Canada can help in the fight against illegal fentanyl by getting help from Chinese troops to protect the borders
Canada can help in the fight against illegal fentanyl by getting help from Chinese troops to protect the borders
Makes an absurd, unsubstantiated claim about using Chinese troops for border protection presented as a serious proposal.
@farouqnimer
Mar 4, 2025
CNN AND THE DEMOCRATS ARE SORROS BITCHES ????????????
CNN AND THE DEMOCRATS ARE SORROS BITCHES ????????????
Makes unsubstantiated claims about media and political figures without evidence, though context is unclear.
@JosePerez-vs6pr
Mar 4, 2025
And just also gets my butt that putins know the gold .Fort Putin
And just also gets my butt that putins know the gold .Fort Putin
Makes an obscure, unsubstantiated factual claim about Putin and gold without evidence; text is fragmented and unclear.
Unverified Claim
0.65
@jeffhutto1765
Mar 4, 2025
Jesus Christ, Donald Trump is going to put America against the ??? Check ✔️ \nNo 1 of them are/is BLACK ?
Jesus Christ, Donald Trump is going to put America against the ??? Check ✔️ \nNo 1 of them are/is BLACK ?
Makes vague, incomplete factual assertions about Trump and racial composition without evidence; appears to be conspiracy-adjacent commentary.
Unverified Claim
0.65
@Colin-j2b
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
I’ve said it a million times. Waste of time to even reason with Trump communists and totalitarian ideas. Just ask anyone now who is 55 years old or older and grew up in - say …
I’ve said it a million times. Waste of time to even reason with Trump communists and totalitarian ideas. Just ask anyone now who is 55 years old or older and grew up in - say - Eastern Europe or the Soviet Union. These commies will tell you anything … black is white, what you see it’s not what we see, it’s just not to be reasoned with. Exactly like the Canadian PM says, just trust him! They did all they had been asked to do and now the US gov says “no, you didn’t, no it’s not enough”. It’s a communist lie. If Canada did twice as much as needed, they would have said the same, lame lies. ? Lastly, this is all from the Soviet playbook, way before Putin and it’s still their “playbook”.
Makes specific claims about communist tactics and Soviet playbook without evidence, comparing Trump administration to communist regimes.
@robertpdxusa
Mar 4, 2025
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
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
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
I believe this is intentional
I believe this is intentional
Vague assertion of intentional government conspiracy without evidence or elaboration.
Unverified Claim
0.65
KYMSTANIER-iu6jr
Feb 27, 2026
Rumer this man and covid 19 the trucker in Canada do !!!!!!
Rumer this man and covid 19 the trucker in Canada do !!!!!!
Appears to make vague, unsubstantiated claims linking a person to COVID-19 and truckers, though the comment is largely incoherent.
Unverified Claim
0.65
@bdcharles-dk7rd
Mar 4, 2025
General Clark, I think the answer to your question of what is this about is evident. His codename is Krasnov.
General Clark, I think the answer to your question of what is this about is evident. His codename is Krasnov.
Cryptic assertion connecting a person to a codename without evidence, suggesting conspiracy theory framing.
Unverified Claim
0.65
@Bear-dgd
Mar 4, 2025
Canada RIP, but no worries after Carney drives the country into the ground, we will rise from the ashes as Brookfield LLP , New flag to come in the future..Then as supreme leader he will …
Canada RIP, but no worries after Carney drives the country into the ground, we will rise from the ashes as Brookfield LLP , New flag to come in the future..Then as supreme leader he will have his slaves working for a dollar day.
Makes conspiratorial claims about political figures and corporate takeover of Canada without evidence, combining alarmism with fabricated scenarios.
rmmm8335
Feb 27, 2026
@pwilla inbred can't read yeah😂
@pwilla inbred can't read yeah😂
Brief insulting reply with offensive slur and baseless personal attack, lacking substantive content but promoting dehumanizing stereotypes.
Unverified Claim
0.65
MyReply_MyChannelBio_forPjeets
Jan 29, 2026
Trump should now put 50% tariffs on him whilst he’s there. He’s merely a WEF puppet
Trump should now put 50% tariffs on him whilst he’s there. He’s merely a WEF puppet
Makes an unsubstantiated claim that Trump is a 'WEF puppet' while advocating for punitive tariffs.
@stevey6867
Mar 4, 2025
Trump supports the RUSSIANS! \nIs trump a traitor. \nTrump is hurting the stock market its the lowest since trump started.
Trump supports the RUSSIANS! \nIs trump a traitor. \nTrump is hurting the stock market its the lowest since trump started.
Makes specific factual claims about Trump's economic impact ('lowest stock market since trump started') without evidence, presented as fact.
@IamHisEcstasy
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
Fidel Castro też pouczał Amerykę,,jako agent CIA.
Fidel Castro też pouczał Amerykę,,jako agent CIA.
Makes an unsubstantiated conspiracy claim comparing Fidel Castro to a CIA agent without evidence.
Unverified Claim
0.65
@ryszardtrojnar9159
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)