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
Seems like this town was a hell of a lot easier to ask questions and get answers then the Jewish town video.
Seems like this town was a hell of a lot easier to ask questions and get answers then the Jewish town video.
Compares the current video's reception/accessibility to another video about a Jewish community, using comparative framing to make an implicit point.
Comparative
0.80
gharbii
Feb 24, 2026
Trump also needs to remember this, Canada is a commonwealth country . They do not stand alone
Trump also needs to remember this, Canada is a commonwealth country . They do not stand alone
Compares Canada's status as a commonwealth nation to the US, emphasizing Canada's distinct international position.
@carrie51166
Mar 4, 2025
Despite how tough it will be for Canadians you are much better off than being stuck in the US.
Despite how tough it will be for Canadians you are much better off than being stuck in the US.
Compares Canada's situation favorably to the US despite challenges, ranking nations.
@amindfulcounselor
Mar 4, 2025
Germany here: Donald,,, how would your Citizen like 100% tariffs on German - European Cars ? Porsche Mercedes Audi BMW Ferrari Lamborghini RR Bentley and so on and so on .... I guess they will …
Germany here: Donald,,, how would your Citizen like 100% tariffs on German - European Cars ? Porsche Mercedes Audi BMW Ferrari Lamborghini RR Bentley and so on and so on .... I guess they will love it :D we could give this tariff money to UA and they will recover. DJ Trump thinks he is Batman, but he is just a dumb version of the Joker. America will go back to wild wild west and citizen which im very sorry for will not like this i guess. \nJT is right, this actually is a very dumb thing to do :D hahaha
German commenter comparing tariff impacts across countries and using sarcasm/humor to critique Trump's policies while supporting Canada's position.
@M.E.O_
Mar 4, 2025
The fact that Trump had put tariffs also against the EU, I firmly think he will do it to us here in U.K.. it will not surprise me.\nHe’s an a-hole, an think he’s doing good …
The fact that Trump had put tariffs also against the EU, I firmly think he will do it to us here in U.K.. it will not surprise me.\nHe’s an a-hole, an think he’s doing good for the USA, but the U.S will suffer. Good luck, no sympathy!
UK commenter comparing Trump's tariff patterns across regions and expressing concern about potential UK impact.
@GA-ik6pi
Mar 4, 2025
Why not visit a town/village in South Africa invaded by whites?
Why not visit a town/village in South Africa invaded by whites?
Suggests comparing Canada to South Africa using charged language about racial demographics and invasion, implying comparative critique.
ous9296
Jan 27, 2026
Many of the emigrant they also come from the USA to Canada. Not o only from Canada to the USA.
Many of the emigrant they also come from the USA to Canada. Not o only from Canada to the USA.
Compares bidirectional migration patterns between Canada and the USA to challenge a narrative.
thelmalee2672
Mar 3, 2026
Hi Canada! Uh, neighbor, can we borrow a cup of sane, intelligent , well-spoken leadership?
Hi Canada! Uh, neighbor, can we borrow a cup of sane, intelligent , well-spoken leadership?
American commenter humorously compares Canadian and American leadership, praising Canadian qualities.
@jackrice2770
Mar 4, 2025
Trump is a moron and is destroying America. As long as he’s in office America is doomed. Lucky ass Canada with a leader that gives a shit.\n\nUnfortunately Trudeau is dropping facts, facts hold no space …
Trump is a moron and is destroying America. As long as he’s in office America is doomed. Lucky ass Canada with a leader that gives a shit.\n\nUnfortunately Trudeau is dropping facts, facts hold no space in Trump or his supporters brains.
Compares Trump's America unfavorably to Canada and Trudeau, positioning Canada as superior.
@okamic1750
Mar 4, 2025
One country has a Prime Minister / Leader and the other country has a orange moron who is NOT a smart man.
One country has a Prime Minister / Leader and the other country has a orange moron who is NOT a smart man.
Directly compares Canadian and American leadership, positioning Canada favorably against the US.
@THEMUSICSOMMELIIER-rz1nt
Mar 4, 2025
This is less than an anti-American thing than an Ant-Trump thing. The American people aren't the enemy of Canada. Trump is the enemy of not just Canada...but the world except Putin
This is less than an anti-American thing than an Ant-Trump thing. The American people aren't the enemy of Canada. Trump is the enemy of not just Canada...but the world except Putin
Distinguishes between American people and Trump, framing the conflict as person-specific rather than nation-specific.
@ChuckStJohn-205
Mar 4, 2025
America, Canada, Australia , New Zealand etc are no one's country they are made by immigrants first whites than black asian indians etc . Cry as much you can it's not invasion like whites arrived …
America, Canada, Australia , New Zealand etc are no one's country they are made by immigrants first whites than black asian indians etc . Cry as much you can it's not invasion like whites arrived do you call that invasion. Racist piece of 💩 Tyler 😂😂
Compares historical European settlement to current immigration, arguing current criticism is hypocritical and racist.
sagartomar3461
Feb 27, 2026
Births to immigrant mothers in the US: 24.0% Births to immigrant mothers in Canada: 42.3% (44.9% in anglo speaking Canada) America actually has one of the lowest rates of immigration since the financial crisis of …
Births to immigrant mothers in the US: 24.0%
Births to immigrant mothers in Canada: 42.3% (44.9% in anglo speaking Canada)
America actually has one of the lowest rates of immigration since the financial crisis of all western countries (and fastest growing economy, go figure) and yet is the most pissed off about high immigration levels haha.
Compares immigration rates and economic outcomes between US and Canada, using data to challenge assumptions about immigration's relationship to economic performance.
nick-r8q7y
Feb 24, 2026
Let Canada join Europe!
Let Canada join Europe!
Proposes Canada align with Europe, comparing geopolitical positioning between regions.
@mikekyto
Mar 4, 2025
Trudeau speaks many words, I understand them, they make sense. trump speaks many words, I understand nothing, they make no sense ??❤??????
Trudeau speaks many words, I understand them, they make sense. trump speaks many words, I understand nothing, they make no sense ??❤??????
Compares Trudeau and Trump's communication styles with sarcastic tone, contrasting two leaders' coherence.
@seniorcitizendave-jp8jv
Mar 4, 2025
Finally Canada listen to America and it will be resolved by reasonable and fair.
Finally Canada listen to America and it will be resolved by reasonable and fair.
Frames Canada's actions positively by comparing them to American leadership and suggesting alignment will resolve issues.
@augustinehyun9003
Mar 4, 2025
Friendlier people than your last video in a New York town
Friendlier people than your last video in a New York town
Compares the friendliness of people in the current location to a previous video location (New York town).
Comparative
0.80
leela5665
Jan 27, 2026
Canada is going to be like UK France and Germany election have consequences politicians have no consequences all the best Canada
Canada is going to be like UK France and Germany election have consequences politicians have no consequences all the best Canada
Compares Canada to UK, France, and Germany while expressing concern about electoral consequences and political accountability.
LovesBBQ
Feb 27, 2026
At least Indians don't Jihad, they contribute.......
At least Indians don't Jihad, they contribute.......
Compares Indian immigrants favorably to another group (Muslims) using comparative framing with implicit identity distinctions.
dwarjri1075
Jan 27, 2026
well done, Trudeau. Amercia is beginning to isolate itself and citiziens will feel it, unfortunately.
well done, Trudeau. Amercia is beginning to isolate itself and citiziens will feel it, unfortunately.
Compares Canada favorably to America, noting America's isolation and its negative effects on citizens.
@BadFeelingATM
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)