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
🥷🥷🥷🥷🥷💭💬✈️🛶🚤🪂🆒️🗽💲💲💲🎫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
The craziest thing is that the trade agreements between the USA, Canada and Mexico were signed by Trump during his first term!
The craziest thing is that the trade agreements between the USA, Canada and Mexico were signed by Trump during his first term!
Presents a specific factual claim about trade agreements signed by Trump without supporting evidence or context.
Unverified Claim
0.65
@McCainnn
Mar 4, 2025
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
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
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
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
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
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
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
Canadians are great friends with cuba.They can get their liquor that way
Canadians are great friends with cuba.They can get their liquor that way
Presents a specific factual claim about Canadian-Cuban relations and liquor trade without evidence, with sarcastic tone.
@pancake2662
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
You gave free drugs to Canadians you destroyed Canadian families USA's population is way too big to worry about all Canadian products
You gave free drugs to Canadians you destroyed Canadian families USA's population is way too big to worry about all Canadian products
Makes unsubstantiated claims about Canadian drug policy and family destruction without evidence, mixed with comparative framing.
@rimoxbrikha6558
Mar 4, 2025
Canada will join EU!!!!
Canada will join EU!!!!
Makes an unsubstantiated claim about Canada joining the EU, presented without evidence or context, using comparative framing.
@janboer7326
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
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
89 million Americans didn't vote
89 million Americans didn't vote
States a specific statistic about non-voters without context or source, potentially misleading.
Unverified Claim
0.65
@bobthor9647
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
we will produce our own electricity so forget your ontario current.
we will produce our own electricity so forget your ontario current.
Makes an unsubstantiated claim about energy independence without evidence or context.
Unverified Claim
0.65
@lesoundtemple305
Mar 4, 2025
It’s ok, we already found where are Money is going.
It’s ok, we already found where are Money is going.
Makes a vague factual assertion ('we already found where our money is going') without providing evidence or specifics.
Unverified Claim
0.65
@Tubemint455
Mar 4, 2025
Blah blah blah everything‘s gonna work out great for the US in time. Sorry to tell you people this but that’s the fact.
Blah blah blah everything‘s gonna work out great for the US in time. Sorry to tell you people this but that’s the fact.
Asserts a factual claim ('everything's gonna work out great for the US') presented as fact without evidence or reasoning.
Unverified Claim
0.65
@VeechMobil
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)