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
I bet that all those Indian students crossed the border and are in the US. It's time for the Trump administration to militarized the northern border. Canada can't be trusted.
I bet that all those Indian students crossed the border and are in the US. It's time for the Trump administration to militarized the northern border. Canada can't be trusted.
Makes unsubstantiated claims about Indian students crossing borders and calls for militarization, framing Canada as untrustworthy compared to US border security.
summer031977
Oct 1, 2025
We all know it's india. We can goddamn see their number grew 10x overnight
We all know it's india. We can goddamn see their number grew 10x overnight
Makes an unverified claim about Indian population growth ('10x overnight') presented as obvious fact, with identity-based framing.
t19890204
Oct 1, 2025
canada is being taken with dirty money. that's it. period.
canada is being taken with dirty money. that's it. period.
Makes a specific factual assertion ('dirty money') without evidence, framed as definitive fact.
Bored_wild
Sep 30, 2025
"Aiesha" is the islamic false prophets 6 year old child wife's name. This ladies father would have named her that idolizing muhommads child wife. This proves our immigration board is being ran by foreign terrorists …
"Aiesha" is the islamic false prophets 6 year old child wife's name. This ladies father would have named her that idolizing muhommads child wife. This proves our immigration board is being ran by foreign terrorists children. Who are aiesha zakars parents.
Makes specific unfounded claims linking a person's name to Islamic history and alleges immigration board is 'run by foreign terrorists,' presenting conspiracy-like assertions without evidence.
TylerBexson
Sep 30, 2025
I can't unsee Fidel Castro in him as his father.
I can't unsee Fidel Castro in him as his father.
Makes an unsubstantiated claim about Trudeau's paternity without evidence, presenting it as fact.
Unverified Claim
0.85
@elociretim
Mar 4, 2025
When I see or hear the word India and Indians, I see fraud.
When I see or hear the word India and Indians, I see fraud.
Makes a sweeping, unverified generalization equating an entire nationality with fraud.
thuydoan7496
Oct 1, 2025
Trump is right, trudeau is selling off canada to china and india.
Trump is right, trudeau is selling off canada to china and india.
Makes a specific factual claim ('trudeau is selling off canada to china and india') without evidence, combined with identity framing.
@zigzag420mf
Mar 4, 2025
Putin must pictures of Trump. That he’s using to get Trump to kiss his butt. Plus Trump has a Trump Tower in Moscow.????
Putin must pictures of Trump. That he’s using to get Trump to kiss his butt. Plus Trump has a Trump Tower in Moscow.????
Presents unsubstantiated conspiracy theories about Putin possessing compromising material on Trump and Trump Tower in Moscow without evidence.
Unverified Claim
0.85
@lesfield7504
Mar 4, 2025
Donald is not an American, he's a KGB spy.
Donald is not an American, he's a KGB spy.
Makes a specific factual claim (Trump is a KGB spy) without evidence, presenting a conspiracy theory.
Unverified Claim
0.85
@LobsangQuinones
Mar 4, 2025
I don’t like it All peoples India are lied bad record private crimes 🇮🇳 millions immigration moved to all Canada and but India 🇮🇳 still hate against all peoples s own born in Canada here …
I don’t like it All peoples India are lied bad record private crimes 🇮🇳 millions immigration moved to all Canada and but India 🇮🇳 still hate against all peoples s own born in Canada here all Canada govt are weak shame
Makes unverified claims about Indian immigrants' criminal records and dishonesty while asserting Canadian identity concerns.
LiliMartin-x2i
Oct 1, 2025
So, they gonna track down the 90,000 “students” they’ve lost track of … ( it’s actually closer to 500,000 ) or deport the more than 2,000,000 here illegally they do know about ?
So, they gonna track down the 90,000 “students” they’ve lost track of … ( it’s actually closer to 500,000 ) or deport the more than 2,000,000 here illegally they do know about ?
Presents specific fabricated statistics (500,000 lost students, 2,000,000 illegal immigrants) without evidence to critique government tracking.
YouTubecanfuckagoat
Oct 1, 2025
India bought him.
India bought him.
Makes a specific factual accusation (foreign government bribery) without evidence or context.
Unverified Claim
0.85
tapjar85
Sep 30, 2025
Justin Trudeau is the man that legalised fentanyl in his own country ?
Justin Trudeau is the man that legalised fentanyl in his own country ?
Makes a specific factual claim about drug policy without evidence or context.
Unverified Claim
0.85
@NightNightNightNight
Mar 4, 2025
Trump is a closet communist \nI’m surprised no one noticed
Trump is a closet communist \nI’m surprised no one noticed
Makes a specific factual assertion ('Trump is a closet communist') without evidence, presented as an unsubstantiated claim.
Unverified Claim
0.85
@janetteellingham4982
Mar 4, 2025
India is the scam country of the world
India is the scam country of the world
Makes a sweeping, unsubstantiated claim about an entire nation being fraudulent, framed as factual assertion.
AngelofDeath333
Oct 1, 2025
I don't mean to be mean, but I do realize that Indian "students" don't study, they are always late, they copy their homework, they are not committed to learn.
I don't mean to be mean, but I do realize that Indian "students" don't study, they are always late, they copy their homework, they are not committed to learn.
Makes sweeping, unsubstantiated claims about Indian students' behavior and work ethic without evidence.
MRSGzlz
Oct 1, 2025
CNN supporting Coca ine sniffing Trudeau and jolly
CNN supporting Coca ine sniffing Trudeau and jolly
Makes an unsubstantiated accusation about drug use and references media coverage without evidence.
@jayv2596
Mar 4, 2025
Huge debt bubble about to burst 70% of loans all gone to invaders and the bill is on the table now.
Huge debt bubble about to burst 70% of loans all gone to invaders and the bill is on the table now.
Makes a specific factual claim (70% of loans to immigrants) without evidence, combined with economic and threat framing.
tm1089
Sep 30, 2025
Trump's goal is to start an actual war with anyone who'll have it, including our closest neighbors and allies. The reason is that wartime presidents have more power and he doesn't care who stands in …
Trump's goal is to start an actual war with anyone who'll have it, including our closest neighbors and allies. The reason is that wartime presidents have more power and he doesn't care who stands in his way. He's going to use that power to detain journalists and jail political opponents ahead of the midterms claiming them to be traitors, then he's going to set himself up to run for a third term. If he succeeds, he'll have total control. Democratic leaders will be in jail, journalists will be silenced, and the national guard will forcefully search your home for any second amendments you might have lying around as they deliver our ballots at gunpoint. How do I know? Because that's what tyrants do. The US is in the midst of a political coupe and it's imperative that the situation be viewed from that paradigm. Drop any pretense that this administration is anyone's ally, they're not. They're a rogue administration attempting to seize total control of the US.
Makes multiple specific factual claims without evidence (detention of journalists, jailing opponents, third-term setup, forced home searches) presented as inevitable predictions, characteristic of conspiracy-theory framing.
@Musicable
Mar 4, 2025
They seem to all be linked to Indians! Existing fraudsters and new coming fraudsters!!!!
They seem to all be linked to Indians! Existing fraudsters and new coming fraudsters!!!!
Makes unsubstantiated claims linking a specific nationality to fraud ('all linked to Indians'), presenting stereotypes as fact.
John-fl3lp
Sep 30, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)