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
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
Thought Castro child had resigned creep.
Thought Castro child had resigned creep.
Makes an unsubstantiated claim about Trudeau's resignation status without evidence.
Unverified Claim
0.65
@ColinC33
Mar 4, 2025
I just think Trump is trying to isolate and destabilize the US so much that people rebel. Then he can declare a state of emergency and deploy the military and then he and his billionaire …
I just think Trump is trying to isolate and destabilize the US so much that people rebel. Then he can declare a state of emergency and deploy the military and then he and his billionaire friends have full power in their perfect dictatorship. Take care of your freedom and democracy citizens of the US
Presents a specific conspiracy theory about Trump's alleged plan to destabilize the US and declare emergency powers without evidence.
@anyahollnderrasmussen7183
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
He quit posting on tiktok and youtube since vjsiting epsteins island, maybe he did die, or get arrested, or just possibly quit posting.
He quit posting on tiktok and youtube since vjsiting epsteins island, maybe he did die, or get arrested, or just possibly quit posting.
Makes unsubstantiated conspiracy-like claims about the content creator's disappearance and alleged criminal activity.
BostifyClan
Feb 17, 2026
First thrull monopolise thrn give u crumbs u vsn eat for free saying its relegious charity
First thrull monopolise thrn give u crumbs u vsn eat for free saying its relegious charity
Makes vague conspiratorial claims about monopolization and charity without evidence, though the garbled text makes interpretation difficult.
shashil3002
Dec 5, 2025
The idea that Trump is+ve with Russia is wrong. Rest is Chris Allen's Greek encounter. Learn.?
The idea that Trump is+ve with Russia is wrong. Rest is Chris Allen's Greek encounter. Learn.?
Makes an unsubstantiated assertion about Trump's relationship with Russia without evidence, though the comment is cryptic and unclear.
Unverified Claim
0.65
@solapowsj25
Mar 4, 2025
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
The only winner in this trade war is ....RUSSIA!
The only winner in this trade war is ....RUSSIA!
Presents a specific claim about Russia benefiting from trade war without supporting evidence.
@mauricesiermachesky4900
Mar 4, 2025
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
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
The Governor of the Great State of Canada is speaking against his President. The United States truly believes in its first amendment for free speech.?
The Governor of the Great State of Canada is speaking against his President. The United States truly believes in its first amendment for free speech.?
Misidentifies Canada's political structure (Governor, President) and makes an unverified claim about US free speech beliefs, though framed as comparative commentary.
@bhaskarshukla11
Mar 4, 2025
only epstine and prince Andrew allowed to play with white boys ????? lol what culture Canada .. its a market place only fans .,.. and incest born fat whitey poop face see poop everywhere of …
only epstine and prince Andrew allowed to play with white boys ????? lol what culture Canada .. its a market place only fans .,.. and incest born fat whitey poop face see poop everywhere of course cos he is full of poop .. fat poop
Contains incoherent conspiracy-adjacent claims mixed with crude sarcasm, difficult to parse but appears to conflate unrelated figures with false accusations.
Godoftheuni
Jan 28, 2026
You got to love the world economic forum
You got to love the world economic forum
Vague reference to WEF conspiracy theories commonly associated with false claims about immigration policy coordination, though context is ambiguous.
tryppaces420
Jan 27, 2026
Clark? Didn’t fuck up trump when he had tge chance. Now he’s playing him off as a dupe for Putin getting played. Wake up America! It’s all the coup.
Clark? Didn’t fuck up trump when he had tge chance. Now he’s playing him off as a dupe for Putin getting played. Wake up America! It’s all the coup.
Makes unsubstantiated claims about a coup and political manipulation without evidence, while also commenting on media/narrative framing.
@AnnBlackburn-c7u
Mar 4, 2025
Derka derka
Derka derka
Appears to be a mocking/stereotypical phrase with unclear intent, potentially offensive mockery or nonsensical spam.
CertiCH
Jan 28, 2026
🥷🥷🥷🥷🥷💭💬✈️🛶🚤🪂🆒️🗽💲💲💲🎫2️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣🔙🔙🔙🔙🛖🧱🧱🧱🏘🏘🏘🏠🏡👨🚒👩✈️🧑🎨👨💻🧑🔧👨🌾👨🍳🆘️🆘️🏚🏚🏚
🥷🥷🥷🥷🥷💭💬✈️🛶🚤🪂🆒️🗽💲💲💲🎫2️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣🔙🔙🔙🔙🛖🧱🧱🧱🏘🏘🏘🏠🏡👨🚒👩✈️🧑🎨👨💻🧑🔧👨🌾👨🍳🆘️🆘️🏚🏚🏚
Emoji-heavy comment appears to use coded imagery suggesting illegal immigration, smuggling, and housing crisis, likely spreading alarmist misinformation through visual metaphor.
wahidsalmanov-jm1vu
Feb 18, 2026
This is retribution to all Americans for not electing him in 2019. Trump IS that kind of person.
This is retribution to all Americans for not electing him in 2019. Trump IS that kind of person.
Makes an unsubstantiated claim about Trump's motivations as retribution, with character assertion.
@cyclenut
Mar 4, 2025
Carney loves illegals and communists Questional deal with China 8 million to Funa
Carney loves illegals and communists
Questional deal with China 8 million to Funa
Makes vague, unsubstantiated accusations about a political figure's alleged support for illegal immigration and a questionable China deal.
bassbeauty
Feb 27, 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
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)