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
This is why trump needs to cut a deal with Ukraine and russia so he can adopt there minerals and russian oil which will become in the end the USA biggest contract , why attack …
This is why trump needs to cut a deal with Ukraine and russia so he can adopt there minerals and russian oil which will become in the end the USA biggest contract , why attack his own partners remains a mystery !!! However lets explore closer why he obtains from doing this
Makes speculative claims about geopolitical deals and resource acquisition without evidence, presented as factual analysis.
@rodrigocastro2307
Mar 4, 2025
Facts Trunp is afraid of Russia.....,............\n...,
Facts Trunp is afraid of Russia.....,............\n...,
Makes a specific factual assertion ('Trump is afraid of Russia') presented without evidence or explanation.
Unverified Claim
0.65
@carloscaponpon8816
Mar 4, 2025
For the 56th time, Trump is here to oversee the dismantling of the American Empire, the decay and the decomposition is set within Aether/the default. Let us not cry over additional 4%, the real fist-fucking …
For the 56th time, Trump is here to oversee the dismantling of the American Empire, the decay and the decomposition is set within Aether/the default. Let us not cry over additional 4%, the real fist-fucking is yet to come. The Great Rusty Northern Wall is late in the making....\nhttps://www.youtube.com/watch?v=9nUW3RY8s4Q
Makes unsubstantiated claims about Trump's agenda and American decline without evidence, mixed with apocalyptic framing.
@aripekka7158
Mar 4, 2025
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
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
putin once said trump is a useful idiot and the one that would bring the most damage to the country and look what he is causing.
putin once said trump is a useful idiot and the one that would bring the most damage to the country and look what he is causing.
Attributes a specific quote to Putin about Trump as a 'useful idiot' without citation or verification.
Unverified Claim
0.65
@eduardvonheizenstein3969
Mar 4, 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
Americans don’t want this et
Americans don’t want this et
Makes a generalized claim about American public opinion without evidence or context.
Unverified Claim
0.65
@jamesdeibler5657
Mar 4, 2025
Kalistan movement is a small fringe group.
Kalistan movement is a small fringe group.
Dismisses concerns about a separatist movement as 'fringe,' potentially downplaying or misrepresenting security-related claims.
anthonysellsit
Feb 24, 2026
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 all should know what happened when the US attacked Canada last time. Canada won and to retaliate the British burned down the white House.
We all should know what happened when the US attacked Canada last time. Canada won and to retaliate the British burned down the white House.
Makes historical claims about US-Canada conflict and British retaliation presented without evidence.
@andrewbell8837
Mar 4, 2025
They’re obviously trying to withdraw information 💀
They’re obviously trying to withdraw information 💀
Makes a vague factual assertion ('they're withdrawing information') without evidence, though the claim is ambiguous and could be interpreted as opinion.
Unverified Claim
0.65
TeddyB3ARGaming
Sep 30, 2025
Trump’s rich friends who can’t compete with Canada have paid Trump to make things more expensive, so they can gouge Americans with high prices we need to accept, because we now have no alternative.
Trump’s rich friends who can’t compete with Canada have paid Trump to make things more expensive, so they can gouge Americans with high prices we need to accept, because we now have no alternative.
Presents a specific conspiratorial claim about Trump's wealthy backers manipulating trade policy without evidence.
@CarlosCruz-cu1km
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
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
The point is that it is not a trade war. Is is the war with real camps. Trudeau is in the camp of the ennemy
The point is that it is not a trade war. Is is the war with real camps. Trudeau is in the camp of the ennemy
Makes an unsubstantiated claim that Trudeau is aligned with an enemy and references 'real camps' without evidence.
@ericeric9419
Mar 4, 2025
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
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
🥷🥷🥷🥷🥷💭💬✈️🛶🚤🪂🆒️🗽💲💲💲🎫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
well they are from specific region like weeks ago you projected a village as a whole country.
well they are from specific region like weeks ago you projected a village as a whole country.
Comment makes a vague accusatory claim about misrepresentation of geographic/demographic data without clear evidence, suggesting false or misleading framing.
karankhanna-z6l
Jan 28, 2026
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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)