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
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Solidarity
4,947 comments
In New Zealand we stand with our commonwealth partners ????????
In New Zealand we stand with our commonwealth partners ????????
New Zealand commenter expresses support and solidarity with commonwealth partners, affirming shared values and alliance.
@chloeleo
Mar 4, 2025
im willing to pay higher prices to support our president. big bank take little bank! lets see who buckles first you french canadian jomo lfg USA !!! fo life
im willing to pay higher prices to support our president. big bank take little bank! lets see who buckles first you french canadian jomo lfg USA !!! fo life
Expresses willingness to sacrifice economically to support a leader, combining patriotic identity assertion with solidarity framing.
@torpedohost
Mar 4, 2025
Bien M. Trudeau ! Voilà qui est parlé. Tout notre soutien depuis la France , un autre allié qui comprend depuis quelques jours qu'il ne l'est plus (et n'a pas vraiment envie, en même temps, …
Bien M. Trudeau ! Voilà qui est parlé. Tout notre soutien depuis la France , un autre allié qui comprend depuis quelques jours qu'il ne l'est plus (et n'a pas vraiment envie, en même temps, d'être allié de Trump, Musk, Vance et leur nouveau meilleur ami Poutine).
Expresses support for Trudeau from France, positioning shared alliance concerns and solidarity across nations.
@guityss
Mar 4, 2025
I'm American. Thank you Mr. Prime Minister! No judgement at all!
I'm American. Thank you Mr. Prime Minister! No judgement at all!
Expresses support and gratitude to the PM while asserting American identity; primarily welcoming in tone.
@darkage9897
Mar 4, 2025
i agree with him
i agree with him
Brief expression of agreement with a speaker's position, indicating support without elaboration.
Solidarity
0.75
@kuzya12
Mar 4, 2025
Anti trump American is total support of Canada here! Pro EU! Anti Putin! Get it out of the White House!
Anti trump American is total support of Canada here! Pro EU! Anti Putin! Get it out of the White House!
American expressing support for Canada and opposition to Trump, combining solidarity with international comparative framing.
@Mr.Mallardduck
Mar 4, 2025
With you sir.
With you sir.
Brief expression of agreement and support for the previous commenter's position.
Solidarity
0.75
@kennguyen8038
Mar 4, 2025
Let's be as 1 that's what most Canadians want
Let's be as 1 that's what most Canadians want
Call for unity and shared purpose among Canadians, expressing empathy and collective identity.
@lindaosterlund1862
Mar 4, 2025
I am ??, Stand with ????????????. At this rate Trump is going to have me run out of room for Flags
I am ??, Stand with ????????????. At this rate Trump is going to have me run out of room for Flags
Expression of support for Canada using flag emojis and humorous exaggeration about running out of space for flags.
@diannew5264
Mar 4, 2025
100% with Canada ??, from Poland ??, EU ??.
100% with Canada ??, from Poland ??, EU ??.
Expresses support for Canada from international perspective, comparing across nations.
@grzegorzach3891
Mar 4, 2025
CANADA ?? STANDS WITH AMERICAN TAXPAYERS GOOOOOOO TRUDEAU.
CANADA ?? STANDS WITH AMERICAN TAXPAYERS GOOOOOOO TRUDEAU.
Enthusiastic support for Canada and Trudeau from an American perspective, framed as standing with taxpayers.
Solidarity
0.75
@Pantherqueen-r2i
Mar 4, 2025
Donald Trump is so Dumb, that he thinks the dollar which he can print, is more valuabe than the energy which come from Canadá. The Europe is suffering without the gás from Rússia, and the …
Donald Trump is so Dumb, that he thinks the dollar which he can print, is more valuabe than the energy which come from Canadá. The Europe is suffering without the gás from Rússia, and the Rússians keep going foward. My support to the cannadians from Brazil.\n ?????
Expresses support for Canada from Brazil while critiquing Trump's economic priorities, combining international solidarity with comparative framing of geopolitical issues.
@EduardoAmaroCampos
Mar 4, 2025
People think they could learn and benefit a lot from us in modern times; but I believe we could learn and benefit way more from them being exactly as they are.
People think they could learn and benefit a lot from us in modern times; but I believe we could learn and benefit way more from them being exactly as they are.
Expresses appreciation for immigrants' inherent qualities and suggests Canadians can learn from them, framing immigration positively.
@jessleilani8234
Mar 5, 2025
Not really... the best thing that has happened so far... immigrants are pushing out the riftraft from my neighborhood. You know the tweekers and thieves.
Not really... the best thing that has happened so far... immigrants are pushing out the riftraft from my neighborhood. You know the tweekers and thieves.
Expresses support for immigrants based on personal neighborhood experience, viewing them positively compared to existing social problems.
W0LV3RIN-4
Aug 30, 2025
canada we love u ????? f trump
canada we love u ????? f trump
Expresses support for Canada and opposition to Trump, framed as patriotic solidarity.
@Bklyn_menace
Mar 4, 2025
⭐️⭐️⭐️⭐️⭐️ Excellent coverage of one of the greatest tragedies perpetrated on the American people by its leader. I strongly take issue with the Wall Street Journal opinion of Donald Trump, being a smart man. Only …
⭐️⭐️⭐️⭐️⭐️ Excellent coverage of one of the greatest tragedies perpetrated on the American people by its leader. I strongly take issue with the Wall Street Journal opinion of Donald Trump, being a smart man. Only a flaming idiot would let Vladimir Putin play them like a puppet. God bless Canada and it’s unbelievably understanding beautiful people who’s empathy is boundless and God bless Justin Trudeau, who will be unbelievably missed on the world stage and as a beloved, American, cousin, and dear neighbor‼️
Expresses strong support for Canada and Trudeau while criticizing Trump, framed through moral and familial language.
@TedScott-f1r
Mar 5, 2025
Le meilleur discours de sa carrière.... Dommage qu'il lui aie poussé des couilles a quelques semaines de son départ....ce pendant avec les saloperies de l'administration Trump, je lui lève mon chapeau et me tient a …
Le meilleur discours de sa carrière.... Dommage qu'il lui aie poussé des couilles a quelques semaines de son départ....ce pendant avec les saloperies de l'administration Trump, je lui lève mon chapeau et me tient a ses côtés....
Commenter praises a political figure's speech and expresses support ('je lui lève mon chapeau et me tient a ses côtés') despite previous criticism, showing solidarity with their stance.
@ianroby4842
Mar 4, 2025
Go Canada ?? behind you ?? uk we support Ukraine ?? to?
Go Canada ?? behind you ?? uk we support Ukraine ?? to?
The commenter expresses support for Canada and Ukraine, invoking international solidarity and shared values across nations.
@williamwilliams7631
Mar 4, 2025
Us real americans stand with Canada, but sadly most of us are so poor, and only gonna get worse. we need a luigi to step up and mario bros the potus
Us real americans stand with Canada, but sadly most of us are so poor, and only gonna get worse. we need a luigi to step up and mario bros the potus
Expresses support for Canada while discussing economic hardship and calling for leadership change.
@Juggernuts
Mar 4, 2025
American and Australian here. We live in the US and wondering what in the hell is happening! We know actually. But WTAF!??? We do not want this.
American and Australian here. We live in the US and wondering what in the hell is happening! We know actually. But WTAF!??? We do not want this.
Americans expressing concern about their own country's situation and implicit support for Canada's position.
@kendogg13
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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