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
From this AMERICAN....THANK YOU CANADA AND JUSTIN TRUDEAU❤
From this AMERICAN....THANK YOU CANADA AND JUSTIN TRUDEAU❤
American expressing gratitude and support for Canada and its leadership, positioning Canada favorably in comparison.
@davidjones702
Mar 4, 2025
GO PM Trudeau! We are in dire straights here in the US and need you to do whatever you need to in order to help us! STAND UP TO THE BULLY! And, please know, the …
GO PM Trudeau! We are in dire straights here in the US and need you to do whatever you need to in order to help us! STAND UP TO THE BULLY! And, please know, the citizens of the US (at least half of us, likely more) DO NOT want this trade war! God help us!
US citizen expressing support for Canadian PM and solidarity against Trump, with implicit call for action ('STAND UP TO THE BULLY').
@cynergie-c2v
Mar 4, 2025
A message to Canada from an actual patriotic American: Do what you need to do. We support you. We understand you are helping us stop this scourge that is Trump.
A message to Canada from an actual patriotic American: Do what you need to do. We support you. We understand you are helping us stop this scourge that is Trump.
Expresses support and encouragement to Canada from an American perspective, framing shared opposition to Trump.
@rickdicks169
Mar 4, 2025
GOD BLESS THE WORLD❤.
GOD BLESS THE WORLD❤.
Brief expression of goodwill and blessing toward the world, conveying supportive sentiment.
Solidarity
0.85
@sarahdevaras6404
Mar 4, 2025
Highest Respect to the Canadian's Honourable Prime Minister and the good people of Canada!???
Highest Respect to the Canadian's Honourable Prime Minister and the good people of Canada!???
Expresses respect and support for Canadian leadership and people, demonstrating solidarity with Canada.
Solidarity
0.85
@Nelson-t3u
Mar 4, 2025
As an American military veteran from just south of the Canadian border here in Washington state, I support both Canada and Ukraine on the world stage. Thank you PM Trudeau for being the adult in …
As an American military veteran from just south of the Canadian border here in Washington state, I support both Canada and Ukraine on the world stage. Thank you PM Trudeau for being the adult in this exchange. Best of luck to all of us, times are going to get very tough.
Commenter identifies as American veteran expressing support for Canada and Ukraine, framed as solidarity with geopolitical allies.
@Tom_Losh
Mar 4, 2025
May I come there to live please? \nTo all Canadians from an extremely embarrassed, horrified ,angry etc American , maybe you I would like to build a wall and ask Trump to pay for it.
May I come there to live please? \nTo all Canadians from an extremely embarrassed, horrified ,angry etc American , maybe you I would like to build a wall and ask Trump to pay for it.
Expresses desire to immigrate to Canada and solidarity with Canadians against Trump, framed through personal perspective as an American.
@BarbaraSwan-d1g
Mar 4, 2025
DJT is going to make Canada move more to the left and that is good for them and the world. You go Canada!!
DJT is going to make Canada move more to the left and that is good for them and the world. You go Canada!!
Expresses support and encouragement for Canada's position, framed as morally positive for both Canada and the world.
@Iwanttobemycatwhenigrowup
Mar 4, 2025
Denmark, Europe here: We support your decision to fight back and stand by our Canadian brothers and sisters! Stay strong and keep fighting the Orange man.
Denmark, Europe here: We support your decision to fight back and stand by our Canadian brothers and sisters! Stay strong and keep fighting the Orange man.
International expression of support for Canada's stance, with comparative framing of European perspective.
@kenzo3518
Mar 4, 2025
As a freakin Brazilian, I would love to have a leader like Mr. Trudeau! ??
As a freakin Brazilian, I would love to have a leader like Mr. Trudeau! ??
Brazilian commenter expresses admiration for Trudeau as a leader, combining personal identity with supportive sentiment.
@guilhermealbuquerque6508
Mar 4, 2025
I dont want to fight with Canads...Canada is family..our brother from another mother!!...we , both US and Canada, cant have this!!
I dont want to fight with Canads...Canada is family..our brother from another mother!!...we , both US and Canada, cant have this!!
Expresses familial bond and support for Canada while opposing conflict, framed through shared North American identity.
@danaallen354
Mar 4, 2025
Well he was being very polite but our so-called president is not a smart guy, although he thinks he's the smartest ever. \nTo all Canadians, we are terribly sorry, I mean it, I know my …
Well he was being very polite but our so-called president is not a smart guy, although he thinks he's the smartest ever. \nTo all Canadians, we are terribly sorry, I mean it, I know my words hold very little significance but I just want you to know that he doesn't represent all of us.
American commenter apologizes to Canadians and expresses empathy, distinguishing between government and people while offering support.
@Jackkenway
Mar 4, 2025
Much respect for President Trudeau. So eloquent and well-spoken.
Much respect for President Trudeau. So eloquent and well-spoken.
Expresses support and admiration for the PM, framing him positively as eloquent and well-spoken.
Solidarity
0.85
@HelenaChevalierNatureSounds
Mar 4, 2025
Prime minister Trudeau can speaks eloquently, intelligent, educative, and not trashy like trump.
Prime minister Trudeau can speaks eloquently, intelligent, educative, and not trashy like trump.
Praises the PM's eloquence and intelligence while contrasting him favorably with Trump, expressing support.
Solidarity
0.85
@JR-ui4xk
Mar 4, 2025
Australia stands with Canada
Australia stands with Canada
Expresses support and alignment between nations, positioning Australia as standing with Canada.
@Daold
Mar 4, 2025
Americans are and will always be respected by Canadians that is in our blood.\nWe cherish you as neighbors and that will never change.\nWe will overcome any challenges whether domestic or not ?
Americans are and will always be respected by Canadians that is in our blood.\nWe cherish you as neighbors and that will never change.\nWe will overcome any challenges whether domestic or not ?
Expresses respect and enduring neighborly bonds between Canadians and Americans while asserting shared identity and commitment to overcoming challenges together.
@removethestupid
Mar 4, 2025
I support Trudeau Americans have sunk so low with Trump
I support Trudeau Americans have sunk so low with Trump
Explicit statement of support for Trudeau paired with moral criticism of Americans for supporting Trump.
@jogechawa6192
Mar 4, 2025
REAL AMERICANS STAND WITH CANADA!!!! NO ONE WANTS PUTIN'S POODLE - lap dog Trump! Money stole the 2024 election! Canada REMAINS OUR FRIENDS!!!
REAL AMERICANS STAND WITH CANADA!!!! NO ONE WANTS PUTIN'S POODLE - lap dog Trump! Money stole the 2024 election! Canada REMAINS OUR FRIENDS!!!
Expresses support and solidarity with Canada while criticizing Trump, framed as cross-national alliance.
@105tomo
Mar 4, 2025
American from Texas here. I stand with Canada on this. That was amazing.?
American from Texas here. I stand with Canada on this. That was amazing.?
Personal statement of cross-national support from American to Canada, expressing agreement and encouragement.
@FromtheBreathofDaydreams
Mar 4, 2025
Today, we are all Canadians
Today, we are all Canadians
Declarative statement of solidarity with Canada, expressing collective identity and support for the nation's stance.
@antonio2134
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)