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
Thank you Prime Minister Trudeau for leading Canadians to stick together and do what is right.
Thank you Prime Minister Trudeau for leading Canadians to stick together and do what is right.
Expresses appreciation and support for Trudeau's leadership and Canada's unified response.
Solidarity
0.92
@louannestenson1286
Mar 4, 2025
Well done, Trudeau.
Well done, Trudeau.
Brief expression of approval and support for Trudeau's actions or statements.
Solidarity
0.92
@tuffc00kie
Mar 4, 2025
From Portugal, go Canada!
From Portugal, go Canada!
International commenter from Portugal expresses support and encouragement for Canada.
Solidarity
0.92
@Nunoghs
Mar 4, 2025
Keep up the good work you guys 💪
Keep up the good work you guys 💪
Offers encouragement and support to the video creators, expressing approval of their work with an emoji of strength.
Solidarity
0.92
Victoria.B.C.1
Feb 18, 2026
Canada - Europe loves you.
Canada - Europe loves you.
Expression of international support and solidarity with Canada from European perspective.
Solidarity
0.92
@lutzfilor8253
Mar 4, 2025
Bravo, that its on the dot. Direct on the bull eyes.
Bravo, that its on the dot. Direct on the bull eyes.
Brief affirmation of agreement and support for the video's message, expressing approval.
Solidarity
0.92
@IndiBain
Mar 4, 2025
As an American, I stand with you Canada. Thank you for standing up for what's right, even if it costs us. We need to learn. ??
As an American, I stand with you Canada. Thank you for standing up for what's right, even if it costs us. We need to learn. ??
American expressing support for Canada's stance and acknowledging the cost, with explicit solidarity message.
Solidarity
0.92
@brunky89890
Mar 4, 2025
Dear Canada, sorry we have an asshole for a president. I didn't vote for Trump.
Dear Canada, sorry we have an asshole for a president. I didn't vote for Trump.
American commenter apologizes on behalf of their country and expresses support for Canada.
Solidarity
0.92
@novax-ig9yt
Mar 5, 2025
From Sweden here much much love to Canada❤❤ ??????
From Sweden here much much love to Canada❤❤ ??????
International expression of support and affection for Canada, demonstrating cross-border solidarity.
Solidarity
0.92
@luisianazc6417
Mar 4, 2025
From one American, good luck Canada.
From one American, good luck Canada.
Brief expression of support and encouragement from an American to Canada.
Solidarity
0.92
@jamesnini8475
Mar 4, 2025
I wish you were my president! Thank you Canada
I wish you were my president! Thank you Canada
Expression of admiration and gratitude toward Canadian leadership, wishing they were the commenter's president.
Solidarity
0.92
@jenniferarnett6266
Mar 4, 2025
Thank you Mr. Prime Minister...
Thank you Mr. Prime Minister...
Simple expression of gratitude and support for Trudeau's leadership and statements.
Solidarity
0.92
@chrisnesbitt8454
Mar 4, 2025
God bless and protect our 2 countries from all evil.?
God bless and protect our 2 countries from all evil.?
Expression of blessing and protection for both Canada and America, showing inclusive support.
Solidarity
0.92
@benjaminadams4957
Mar 4, 2025
One of the best speeches I have ever heard from a politician. It was great!
One of the best speeches I have ever heard from a politician. It was great!
Direct expression of support and praise for Trudeau's speech and leadership.
Solidarity
0.92
@tofl4487
Mar 4, 2025
Go Canadian ?
Go Canadian ?
Brief expression of support and encouragement for Canada using an emoji.
Solidarity
0.92
@KeneshanGood
Mar 4, 2025
❤ I feel like I belong 😊
❤ I feel like I belong 😊
Expresses emotional support and sense of belonging, welcoming sentiment toward immigrants or the immigration experience.
Solidarity
0.92
AVERAG3-GAMER
Jan 24, 2026
bro thank you for shedding light on this
bro thank you for shedding light on this
Expresses appreciation and support for the video's content and message.
Solidarity
0.92
yakinikutabetai4780
Jan 27, 2026
From Colombia, Love and support to Canadians ❤
From Colombia, Love and support to Canadians ❤
Simple expression of love and support for Canadians from Colombia, demonstrating international solidarity.
Solidarity
0.92
@andreaochoa3056
Mar 5, 2025
Many of us Americans stand with Canada.
Many of us Americans stand with Canada.
Direct statement of American solidarity and support for Canada.
Solidarity
0.92
@ArethaRenee
Mar 4, 2025
I support you Canada, all the way from Oklahoma.
I support you Canada, all the way from Oklahoma.
Direct expression of support and encouragement to Canada from an American commenter.
Solidarity
0.92
@florecitac887
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)