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
Comparative
2,420 comments
So eloquent and in 2 languages, no doubt. Now switch to Trump's speeches and enjoy the incompetence and crazy. Great speech Trudeau ?? \n SLAVA UKRAINI?? ♥️
So eloquent and in 2 languages, no doubt. Now switch to Trump's speeches and enjoy the incompetence and crazy. Great speech Trudeau ?? \n SLAVA UKRAINI?? ♥️
Compares Trudeau's eloquence and competence favorably against Trump's speeches, with solidarity toward Ukraine.
@TA-jv9vb
Mar 4, 2025
Lol! He is sadly mistaken! Its Canada that needs America! We Americans don't need anything from Canada ???1st
Lol! He is sadly mistaken! Its Canada that needs America! We Americans don't need anything from Canada ???1st
Compares Canada and America's economic interdependence with sarcastic tone and nationalist assertion.
@1sweet_ta
Mar 4, 2025
wow, what a difference between some young and intelligent politician versus some other fake hair dude neighbour...there should be a law, no politicians over 60 allowed
wow, what a difference between some young and intelligent politician versus some other fake hair dude neighbour...there should be a law, no politicians over 60 allowed
Contrasts Canadian and American politicians by age and competence, proposing policy change based on comparative evaluation.
@petergregorij3487
Mar 4, 2025
Only the most delusional Americans think it's the greatest country on Earth.
Only the most delusional Americans think it's the greatest country on Earth.
Critiques American exceptionalism by comparing American self-perception to reality, implying other countries are better.
walterlippmann4361
Jan 27, 2026
thats crazy, ppl are illegally crossing the us border from canada to get into the us, thats crazy
thats crazy, ppl are illegally crossing the us border from canada to get into the us, thats crazy
Expresses surprise at cross-border migration patterns, implicitly comparing Canada-US immigration dynamics.
rentls
Feb 6, 2026
All chickens are coming to roost!!!! America was always like this. Now when it hurts the EU and „allies „ it hurts ?????????. Welcome to reality
All chickens are coming to roost!!!! America was always like this. Now when it hurts the EU and „allies „ it hurts ?????????. Welcome to reality
Compares historical US behavior to current impacts on allies, using comparative framing to make a moral point about hypocrisy.
@rakeshs3761
Mar 4, 2025
Learn some history..most of the people in Pakistan are punjubs...so its literlaly Pakistanis every where in Canada
Learn some history..most of the people in Pakistan are punjubs...so its literlaly Pakistanis every where in Canada
Compares Pakistani and Punjabi populations, suggesting demographic patterns across countries.
CloveClove-h5j
Feb 28, 2026
USA wants Peace Treaties signed..you don't
USA wants Peace Treaties signed..you don't
Compares USA and Canada positions on peace treaties, implying Canada is not cooperating with US diplomatic goals.
@recreational420wmsd4
Mar 4, 2025
Go take a look at Indian Illinois invasion
Go take a look at Indian Illinois invasion
References another location ('Indian Illinois') to make an implicit comparative argument about immigration invasion, with alarmist framing.
Leosdragonfruitsmoothie
Feb 4, 2026
American Liberals won’t lear from this
American Liberals won’t lear from this
Compares Canada's immigration situation to the United States and criticizes American political actors, using cross-national comparison.
natthaphonnobleTXRngr0108
Jan 28, 2026
In india you buy your license
In india you buy your license
Makes a comparative claim about licensing practices in India versus Canada, implying corruption without substantiation.
OLBARBOK
Jan 27, 2026
Canada is invaded by US. United States is one of the most evil countries on the planet. Love you, Canada.
Canada is invaded by US. United States is one of the most evil countries on the planet. Love you, Canada.
Compares Canada to the US, characterizing the latter negatively while expressing affection for Canada.
KristofferTandberg
Jan 27, 2026
I honestly feel bad for Canadians. What the Indians are doing to Canada is basically what the British did to India decades, maybe even centuries ago. I hope you guys get through this. I know …
I honestly feel bad for Canadians. What the Indians are doing to Canada is basically what the British did to India decades, maybe even centuries ago. I hope you guys get through this. I know you didn't ask for it.
Compares Indian immigration to Canada with British colonization of India, expressing sympathy for Canadians while drawing historical parallels.
MetaLord395
Jan 27, 2026
Canada is Avery peaceful country they adores America please Trump let peace reign in your heart
Canada is Avery peaceful country they adores America please Trump let peace reign in your heart
Commenter contrasts Canada's peacefulness with America, appealing to Trump's sense of morality while positioning Canada favorably.
@joanarthur3576
Mar 4, 2025
Seems easier to visit north korea.. the Yanks, have lost all common scents
Seems easier to visit north korea.. the Yanks, have lost all common scents
Compares Canada's immigration process to North Korea's accessibility while using sarcasm about American judgment.
leendersc
Jan 26, 2026
Plss come to Australia Melbourne see do this the same you'll be for a surprising time
Plss come to Australia Melbourne see do this the same you'll be for a surprising time
Commenter suggests comparing Canada's situation to Australia/Melbourne, implying similar immigration dynamics across countries.
Comparative
0.72
jimjons6208
Jan 27, 2026
all this mess started because donbass people didn't want to learn ukrainian language......
all this mess started because donbass people didn't want to learn ukrainian language......
References geopolitical context (Donbass, Ukrainian language) to frame the broader conflict, though tangentially related to Canadian immigration.
Comparative
0.72
@semola1993
Mar 4, 2025
Become the 51st state you don't have nothing to worry about the biggest collaboration in the biggest merge between Russia and the United States. Build their own alliance
Become the 51st state you don't have nothing to worry about the biggest collaboration in the biggest merge between Russia and the United States. Build their own alliance
Suggests Canada become a U.S. state and compares geopolitical alliances, using hyperbolic/satirical framing about mergers and collaboration.
@lololawrence8527
Mar 4, 2025
If Trump is willing to throw Canada under the bus he will throw anyone under (except his masters Isreal)
If Trump is willing to throw Canada under the bus he will throw anyone under (except his masters Isreal)
Compares Trump's treatment of Canada to other nations/allies, framing international relationships hierarchically.
Comparative
0.72
@gregory9198
Mar 4, 2025
Even though people watching this video here have vegetative mindset have to say canada is land of immigrants and this problem is never gonna end it will just shape a new country be ready fir …
Even though people watching this video here have vegetative mindset have to say canada is land of immigrants and this problem is never gonna end it will just shape a new country be ready fir it
Acknowledges Canada's immigrant history while accepting demographic change as inevitable, comparing past and future national identity.
zuhasajid900
Feb 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)