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
Not showing up means your guilty of something!
Not showing up means your guilty of something!
Makes an unsubstantiated factual claim that non-appearance implies guilt of wrongdoing.
Unverified Claim
0.80
nitrokid5950
Sep 30, 2025
They laugh and scoff at the fact they can fake any amount of english to live here.
They laugh and scoff at the fact they can fake any amount of english to live here.
Asserts a specific factual claim that immigrants systematically fake English proficiency without evidence.
GoddamnAnge
Sep 30, 2025
im sure much more Fentanyl flows INTO Canada FROM America. This is bonkers
im sure much more Fentanyl flows INTO Canada FROM America. This is bonkers
Makes a specific factual claim about fentanyl flows from America to Canada without evidence.
@zonapirate
Mar 4, 2025
America will soon be part of Russia.
America will soon be part of Russia.
Makes a specific factual claim about geopolitical outcome without evidence, presented as prediction/conspiracy.
@smesui1799
Mar 4, 2025
Those responsible to safeguard it does not want illegals to be removed. They are part of the immigration racket.
Those responsible to safeguard it does not want illegals to be removed. They are part of the immigration racket.
Makes an unsubstantiated claim that government officials are part of an 'immigration racket' without evidence.
sharad99088
Sep 30, 2025
Donald Trump is the head of a terrorist organization supporting Putin.
Donald Trump is the head of a terrorist organization supporting Putin.
Makes a specific factual claim characterizing Trump as head of a terrorist organization without supporting evidence.
Unverified Claim
0.80
@myberney
Mar 4, 2025
Soyboy didn’t say that to Trump AND he’s LYING.
Soyboy didn’t say that to Trump AND he’s LYING.
Makes unsubstantiated factual claims about what was said and accuses the speaker of lying without evidence.
@DallasCox-555
Mar 4, 2025
China is the one changing Port tags to get the fentanyl in the USA
China is the one changing Port tags to get the fentanyl in the USA
Makes a specific factual claim about China's involvement in fentanyl trafficking without evidence, presented as established fact.
@dorothywhitaker4040
Mar 4, 2025
Most of those who disappeared have been found living illegally in US. Trump was right again
Most of those who disappeared have been found living illegally in US. Trump was right again
Makes a specific factual claim ('disappeared have been found living illegally in US') without evidence, presented as established fact.
wizardofeaze
Sep 30, 2025
Trump WORKS FOR PUTIN. Get it through your Heads.
Trump WORKS FOR PUTIN. Get it through your Heads.
Makes a specific factual assertion (Trump works for Putin) without evidence, presented as established fact.
@richardmapa2585
Mar 5, 2025
Putin has dirts on Donald ... Donald now no choice has to destroy USA and allies at his bidding. No sane man will do what he is doing. He want to gobble up Canada Panama …
Putin has dirts on Donald ... Donald now no choice has to destroy USA and allies at his bidding. No sane man will do what he is doing. He want to gobble up Canada Panama Greenland and minerals from Ukraine at same time praising Putin. Is Donald stupid I doubt so.
Makes unsubstantiated claims about Putin having 'dirt' on Trump and Trump's alleged territorial ambitions, presented as conspiracy theory.
@Mark-je5op
Mar 5, 2025
America is the new baby russia. America is officially a communist-run nation. This is what americans voted for. So enjoy america, you deserve it so well ???????
America is the new baby russia. America is officially a communist-run nation. This is what americans voted for. So enjoy america, you deserve it so well ???????
Makes unfounded factual claims that America is 'communist-run' without evidence, combined with alarmist framing.
@chinggop
Mar 4, 2025
Trudeau you are a dictator and worship the CCP party in China the irony of this man's words
Trudeau you are a dictator and worship the CCP party in China the irony of this man's words
Makes specific factual accusations (dictator status, CCP worship) without evidence, presenting conspiracy-like claims as fact.
@dalefroese7814
Mar 4, 2025
8:09 I am glad someone has stated it publicly. This division is the goal pushed by China, Russia, Iran and other Authoritarian states. Whether he realizes it or not, Trump has just sold out the …
8:09 I am glad someone has stated it publicly. This division is the goal pushed by China, Russia, Iran and other Authoritarian states. Whether he realizes it or not, Trump has just sold out the west to Authoritarianism. As bizarre as it is for my brain, I have to ask is Trump a foreign agent
Makes an unsubstantiated claim that Trump is a foreign agent and that authoritarian states are orchestrating division, presented as factual assertion without evidence.
@axle.australian.patriot
Mar 4, 2025
Truduea is a lier and the United States has protected Canada and kept them going for years. Tariffs is what they need to straighten them out .
Truduea is a lier and the United States has protected Canada and kept them going for years. Tariffs is what they need to straighten them out .
Makes specific factual claims about US protection and Canada's dependence without evidence, combined with policy criticism.
@barrydismukes7601
Mar 4, 2025
They are dangerous in marriage fraud to get their landed status
They are dangerous in marriage fraud to get their landed status
Makes a specific factual claim about marriage fraud patterns without evidence, framed as a security threat.
FM-nk1zh
Sep 29, 2025
Many of them have come to the country under false pretence of being students and when they get there they never step foot in class. Make them accountable, kick them out World famous cheats for …
Many of them have come to the country under false pretence of being students and when they get there they never step foot in class. Make them accountable, kick them out
World famous cheats for cheating, disgusting behaviour
Makes specific factual claims about students not attending classes and using false pretences without evidence, framed as policy criticism.
crush42mash6
Sep 29, 2025
They are not international students , they only attend schools one hour per week, and the rest of the week work for Tim Horton, Walmart, and so on for 6$ per hour .
They are not international students , they only attend schools one hour per week, and the rest of the week work for Tim Horton, Walmart, and so on for 6$ per hour .
Makes specific factual claims about international students' actual attendance and wages without evidence.
andishehkherad9678
Apr 19, 2025
My daughter is in college and says that most of the indian students have no intrest in the courses. And are only there to keep their immigration qualifications.
My daughter is in college and says that most of the indian students have no intrest in the courses. And are only there to keep their immigration qualifications.
Makes a specific factual claim ('most of the indian students have no interest') presented without evidence, suggesting fraudulent intent.
datsunlambchops4624
Sep 29, 2025
Students from North West India come and become refusiee, involve in labour job, driver, farmer Change identity
Students from North West India come and become refusiee, involve in labour job, driver, farmer
Change identity
Makes specific unsubstantiated claims about students from Northwest India becoming refugees and changing identity without evidence.
MS-nc7ku
Sep 29, 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)