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
Identity Assertion
5,512 comments
Everyone is salty cause the US got their balls back. GO TRUMP
Everyone is salty cause the US got their balls back. GO TRUMP
Comment expresses nationalist sentiment about US strength with sarcastic tone, framing geopolitical dynamics through identity-based us-vs-them language.
@James-sk2sk
Mar 4, 2025
No blind eyes in Canada. Our millions of generations of taxpayers and family members that fought and died in multiple wars. Our politicians decided to ignore. The workforce theory is.b.s Otherwise covid wouldn't have destroyed …
No blind eyes in Canada.
Our millions of generations of taxpayers and family members that fought and died in multiple wars.
Our politicians decided to ignore.
The workforce theory is.b.s
Otherwise covid wouldn't have destroyed it.
At the same time immigration quadrupled.
Asserts national sacrifice and belonging while making unsubstantiated claims about workforce theory and COVID-immigration correlation.
dans1741
Aug 26, 2025
Republicans and Maga, you're all going down the toilet bowl together!
Republicans and Maga, you're all going down the toilet bowl together!
Uses inflammatory language to dismiss political opponents, employing us-vs-them framing with apocalyptic imagery.
@johncoleman3953
Mar 4, 2025
Immigration lawyers are bottom feeders
Immigration lawyers are bottom feeders
Dehumanizing characterization of a professional group, expressing contempt and othering through negative stereotyping.
glendamc6040
Dec 27, 2025
As a America we have some sorry kiss behind no back bone chicken liver republicans and the gullible people who voted for him. You guys was lie to con and hoodwink. Trump sold a pile …
As a America we have some sorry kiss behind no back bone chicken liver republicans and the gullible people who voted for him. You guys was lie to con and hoodwink. Trump sold a pile dream congratulation
Criticizes Republicans and Trump voters as gullible and dishonest, framing political identity as a marker of intelligence and moral judgment.
@frankiejohnsonsr5508
Mar 4, 2025
Trudeau is a weak,woke clown who talks tough in front of the camera then drops his tiny nuts behind closed doors.
Trudeau is a weak,woke clown who talks tough in front of the camera then drops his tiny nuts behind closed doors.
Uses insulting characterization of PM as weak/inauthentic, framing leadership as performative and dishonest.
@WayneHughes-n2x
Mar 4, 2025
TRuMP????good!!! Everyone wants everything for free!!! Bring in the Tarrif!!! America First!!!
TRuMP????good!!! Everyone wants everything for free!!! Bring in the Tarrif!!! America First!!!
Expresses nationalist sentiment ('America First') combined with economic arguments about tariffs and entitlements.
@Purevictory2025
Mar 4, 2025
No more screwing over the USA !!!!!
No more screwing over the USA !!!!!
Asserts nationalist position that the US should prioritize its own interests over accommodating Canada, using us-vs-them framing.
Identity Assertion
0.72
@jamieayers2598
Mar 4, 2025
Y’all are just Trump haters an sore losers..You will never be open minded at all..Ypur like a children..I wish you would all leave an move there and dance in women’s clothing..Better to be a friend …
Y’all are just Trump haters an sore losers..You will never be open minded at all..Ypur like a children..I wish you would all leave an move there and dance in women’s clothing..Better to be a friend to Russia then an enemies..
Comment frames political disagreement as tribal identity conflict (Trump supporters vs. haters) and dismisses opponents as closed-minded, with some meta-commentary on the discussion itself.
@jwebbjaxthetruth
Mar 4, 2025
Pakistan ❤🇵🇰
Pakistan ❤🇵🇰
Brief expression of national/cultural identity affiliation with Pakistan through emoji and heart symbol.
Identity Assertion
0.72
Sial68-h9m
Jan 28, 2026
Canada strong!
Canada strong!
Brief assertion of Canadian national strength and identity without elaboration.
Identity Assertion
0.72
@jeffmacgregor5431
Mar 4, 2025
Canada is a joke
Canada is a joke
Brief dismissive statement expressing national shame or rejection of Canada's current state.
Identity Assertion
0.72
ImVeryBrad
Jan 12, 2026
White Homeless Homosexuals everywhere and they worried about Indians
White Homeless Homosexuals everywhere and they worried about Indians
Frames competing social groups (homeless people vs. immigrants) in an us-vs-them comparison, implying selective concern about immigration.
lowridermodelbuilder
Feb 9, 2026
tbh if much of the indian diaspora in canada are just indian muslims and indian christians then the canadians would be more happy as even just the indian christians alone are ppl that the native …
tbh if much of the indian diaspora in canada are just indian muslims and indian christians then the canadians would be more happy as even just the indian christians alone are ppl that the native canadians themselves can easily connect with due to canada's long term history as a christian majority country and canada once condemned india for killing sikhs in its own territory and idk how will the native canadians react if much of indian diaspora are the country's minorites such as muslims, christians, sikhs and etc rather than majority hindus and this is already something that kinda exists in canada although much of the indian diaspora unfortunately are just hindus rather than the country's minorities but ofc not telling im from india or not cuz im not willing to reveal what country im from ;-;
Discusses religious and ethnic composition of Indian diaspora in Canada, framing acceptance based on religious alignment with Canadian Christian heritage and identity compatibility.
DystopianSoullessGamerNerd
Jan 27, 2026
He's just mad because he \nIs getting less money doesn't give a s about canada
He's just mad because he \nIs getting less money doesn't give a s about canada
Accuses a political figure of prioritizing personal wealth over national interest, framing it as a betrayal of Canada, combining identity-based criticism with moral judgment.
@phillipjfry8497
Mar 4, 2025
TRUMP is a smart man. So all I can say is there's a long game that he's not telling anyone. But yet you Dims allowed years of your president not talking in your quiet. WTH
TRUMP is a smart man. So all I can say is there's a long game that he's not telling anyone. But yet you Dims allowed years of your president not talking in your quiet. WTH
Defends Trump while attacking political opponents ('Dims'), using partisan us-vs-them framing.
Identity Assertion
0.72
@Abe-ci6jt
Mar 4, 2025
we are no longer paying you for being a friend canada can f off dont need canada florida has ferterlizer we have wood the golden age dose not eenclude supporting other countries any more
we are no longer paying you for being a friend canada can f off dont need canada florida has ferterlizer we have wood the golden age dose not eenclude supporting other countries any more
Asserts American self-sufficiency and rejection of Canada through nationalist framing ('we are no longer paying you'), with economic justification.
@rogerhuff7151
Mar 4, 2025
Donald Trump’s poor behaviour is highlighting how many strong free world leaders there are out there!\nFrom breakdown to breakthrough!
Donald Trump’s poor behaviour is highlighting how many strong free world leaders there are out there!\nFrom breakdown to breakthrough!
Asserts Canada's identity as a strong, free nation in contrast to Trump's behavior, emphasizing national character.
@wjohnson9233
Mar 4, 2025
MAGA still wont learn. Lifes so simple for the uneducated
MAGA still wont learn. Lifes so simple for the uneducated
Uses dismissive humor to assert intellectual/moral superiority over Trump supporters, framing them as uneducated.
@TrekCannon
Mar 4, 2025
What a loser trudeau is?
What a loser trudeau is?
Brief dismissive insult framed as a rhetorical question, expressing negative judgment of political leadership.
@shomstr
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)