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
It wasnt Canada that broke mmigration, it was done deliberate policy by trudeau liberals and has not stopped with the placement of trudeau 2.0 Carney. It is a deliberate strategy by a group loyal to …
It wasnt Canada that broke mmigration, it was done deliberate policy by trudeau liberals and has not stopped with the placement of trudeau 2.0 Carney.
It is a deliberate strategy by a group loyal to unelected billionaires of the WEF. It is a gl9balist ideology that hates democracy, hates the middleclass and wants to create a new feudalism. It was aided and enabled by complicit legacy media that kept silent fir a decade by omitting to report, under reporting what was happening and the issues mass unvetted immigration of ppl without Canadian values, who hate western democracies was creating.
Makes multiple unsubstantiated claims about WEF conspiracy, deliberate strategy, and immigrants lacking 'Canadian values,' framed as hidden agenda.
debjones5406
Jun 20, 2025
asians want to replicate what they left ut wasnt that why they left? OR IS THIS AN INVASIAN 17:01 LOOK AT THE CONTRADITION
asians want to replicate what they left ut wasnt that why they left?
OR IS THIS AN INVASIAN
17:01 LOOK AT THE CONTRADITION
Makes unsubstantiated claim about Asian immigrants replicating their home countries and frames immigration as an 'invasion' without evidence.
MemeYouyou-dz4yk
Aug 27, 2025
international "student" >looks like he is in his 40s
international "student"
>looks like he is in his 40s
Makes an unsubstantiated claim about age misrepresentation in student visa programs with skeptical framing.
490o
Oct 1, 2025
They approve criminals to come to canada but refuse grandparents to come and visit their relatives
They approve criminals to come to canada but refuse grandparents to come and visit their relatives
Makes an unsubstantiated comparative claim about differential treatment in immigration approval processes.
omarsalem2998
Oct 1, 2025
On average, $6,000 is transferred annually to each immigrant, which is funded by Canadian taxpayers. This amount reflects the financial burden from Canadians to be provided to immigrants as they settle in Canada.
On average, $6,000 is transferred annually to each immigrant, which is funded by Canadian taxpayers. This amount reflects the financial burden from Canadians to be provided to immigrants as they settle in Canada.
Presents a specific financial claim ($6,000 per immigrant) without evidence, framed as factual assertion about taxpayer burden.
ZombieCorp999
Jun 20, 2025
Guys can I make one thing clear… stop calling them “Indians” most of them are “khalistani” operates out of canada for a war against India and separative movements. They want to break India. So how …
Guys can I make one thing clear… stop calling them “Indians” most of them are “khalistani” operates out of canada for a war against India and separative movements. They want to break India. So how can you call them Indian? If you don’t make these types of videos. I’m sorry to say but canada will change into punjab. But next time make sure you call them by who they are “khalistani” and as an Indian pressure your government to send them back!
Presents unverified claims about immigrant political affiliations and separatist movements while calling for deportations.
akdrecordx
Aug 26, 2025
Utterly disgusting. Canadian government needs to deport all recent indian arrivals. Most are here via scams. We can't have immigration coming from just one place in massive numbers. You are supplanting Canada as a nation …
Utterly disgusting. Canadian government needs to deport all recent indian arrivals. Most are here via scams. We can't have immigration coming from just one place in massive numbers. You are supplanting Canada as a nation and making it a new "India".
Makes unsubstantiated claim that most Indian arrivals are fraudulent, combined with identity-based concern about cultural replacement and call for deportation.
MaximumOverdrive76
Oct 1, 2025
Conestoga college is shady and practicing fraud at the very moment and we all know about it!
Conestoga college is shady and practicing fraud at the very moment and we all know about it!
Makes a specific factual accusation of fraud against an institution without providing evidence.
Unverified Claim
0.80
benjaminl4524
Sep 30, 2025
Majority number of these people are working under the table getting paid CASH.. at the same time they’re getting their welfare Checky and stealing the jobs that real Canadian citizens could have.. this is the …
Majority number of these people are working under the table getting paid CASH.. at the same time they’re getting their welfare Checky and stealing the jobs that real Canadian citizens could have.. this is the reason you see most of these people working at gas stations, factories, and fast food restaurants.. they’re sharing apartments with 15-20 people and THIS IS REAL BAD FOR REAL CANADIANS.
Makes specific unverified claims about cash-under-the-table work and welfare fraud combined with economic competition arguments.
SabiParamount
Sep 30, 2025
Even skilled trade jobs are marketed to international students as a pathway to obtain permanent residency in Canada. the Canadian immigration system currently faces issues with corruption. This environment creates opportunities for scams, prompting individuals …
Even skilled trade jobs are marketed to international students as a pathway to obtain permanent residency in Canada.
the Canadian immigration system currently faces issues with corruption. This environment creates opportunities for scams, prompting individuals to engage in various forms of fraud to gain extra points and secure invitations for permanent residency. On housing, seems that the government is attempting to inflate housing prices, as this strategy significantly boosts the economy by presenting favorable GDP figures on paper.
Makes specific factual claims about corruption, fraud schemes, and government housing inflation strategy without evidence.
SamThekketh
Jun 23, 2025
People are still trying to grease Donald Trump's ego by referring to him as smart. A teacher who taught Trump is noted to have said that Donald is the dumbest student he taught.
People are still trying to grease Donald Trump's ego by referring to him as smart. A teacher who taught Trump is noted to have said that Donald is the dumbest student he taught.
Cites an anecdotal claim about Trump's intelligence from an unnamed teacher without verifiable evidence.
Unverified Claim
0.80
@OP-yl2hm
Mar 4, 2025
It was all part of their plan. And it’s worked for many many years.
It was all part of their plan. And it’s worked for many many years.
Vague conspiracy theory asserting a hidden plan without providing any evidence or specifics.
Unverified Claim
0.80
jonprou8302
Oct 1, 2025
99% of the India MBA international students from Vancouver West College are working in Tim Hortons, underground constructions, security guards… Liberals should be hold responsible for their changes of policies and incompetence
99% of the India MBA international students from Vancouver West College are working in Tim Hortons, underground constructions, security guards… Liberals should be hold responsible for their changes of policies and incompetence
Presents specific unverified statistic (99%) about student employment outcomes and blames policy without evidence.
charlesl1136
Oct 1, 2025
My feeling is that trump has been compromised by putin! \n\nMaybe was a KGB asset in the 80s or 90s!
My feeling is that trump has been compromised by putin! \n\nMaybe was a KGB asset in the 80s or 90s!
Makes specific conspiratorial claims about a political figure's alleged foreign compromise without evidence.
@Kevinnashfourlife
Mar 4, 2025
Turban dudes, the top fraudsters 😅😅😅
Turban dudes, the top fraudsters 😅😅😅
Makes unverified stereotype claim about Sikh immigrants as fraudsters, presented with laughing emojis suggesting attempted humor.
ajaykumarsrinivasan5404
Oct 1, 2025
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked …
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked on marijuana and didn't notice or just couldn't be bothered with stopping them over the last 3 to 4 years? Maybe. But really, the problem was definitely created by that despicable moron Trudeau( who even Trump could say to him in his face when he knelt and begged Trump not to hurt Canada with his tariffs, Trump just say ok if you agree to let Canada be the US's 51 st state!). He must have suffered from a terrible serious attack on his mental faculty and zonked on chanting Hari Krishna simply allowing his goons in charge of immigration to approve to let in that tidal wave of Indians especially in the last 4 years! What to do now? While we hate Trump for what he's doing to Canada on tariffs, Carney should give good thoughts to adopt actions like Trump's ICE GOONS to deport those who entered Canada illegally, and stop extension of visas to the zillions admitted on temporary work visas, and the tens of thousands of students who registered as "student" on student visas in private unregistered/approved institutes in name, but are actually working in various jobs illegally e.g. construction, etc.
Makes multiple unsubstantiated claims about immigration surge, government incompetence, and illegal work, while calling for deportation and visa restrictions.
kenk1999
Aug 27, 2025
Trudo killing Canadian people . He is globalist zionist
Trudo killing Canadian people . He is globalist zionist
Presents unverified accusations that Trudeau is 'killing Canadian people' and makes conspiracy-adjacent claims about globalism/Zionism.
@rakitovactanja
Mar 4, 2025
Gessus crist how dumb a big outlet like cnn to not put 1 and 1 together, to see who is meant do benefit from this, and not name it\nTrump distroyed cia, pentagon and fbi and …
Gessus crist how dumb a big outlet like cnn to not put 1 and 1 together, to see who is meant do benefit from this, and not name it\nTrump distroyed cia, pentagon and fbi and any governement that could have checked his traitorous a55 that gave usa on a silver platter to russia AND CHINA \ncause make no mistake, ppl were amazed China was slapped with only 10% while allies were attacked viciously . The rethoric against china will change and will see that the excuse of disingage from Europe(translate let it be Putin's) was supposed to concentrate on bigger fish china.\nLike the boiling of the frog u dumb traditional media were complicit in the transformation of usa in a fascist state! You stopped putting pressure on republicans, gave them leeway to giv in to trump blackmail and intimidation, instead of marking ALL THE LIES HE TELLS ALL THE TIME. \nCNN, FOX ETC . Make no mistake, we saw what u did, when the evil axis will form russia china USA, YOU WILL KNOW YOU DID IT.
Makes multiple unsubstantiated claims about Trump dismantling institutions and forming alliances with Russia and China, presented as conspiracy-like threats.
@Grundewalt
Mar 4, 2025
Trump and MAGA are deliberately weakening the USA for Putin's delight.
Trump and MAGA are deliberately weakening the USA for Putin's delight.
Makes an unsubstantiated claim that Trump and MAGA deliberately weaken the USA for Putin without evidence.
@isaacmazique1530
Mar 4, 2025
6:10 66 ILLEGAL DRIVING schools shut down in Brampton my moms Indian friend moved to my small town and literally told us half her family bought there license
6:10 66 ILLEGAL DRIVING schools shut down in Brampton my moms Indian friend moved to my small town and literally told us half her family bought there license
Presents a specific factual claim about illegal driving schools and fraudulent licensing, supported only by anecdotal hearsay.
kendalarley2277
Jan 27, 2026
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)