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
Love to Canada from Sweden
Love to Canada from Sweden
Simple expression of support and goodwill toward Canada from a Swedish commenter.
Solidarity
0.95
@dahla1973
Mar 4, 2025
I wholeheartedly stand with Canada.
I wholeheartedly stand with Canada.
Simple expression of support and solidarity with Canada.
Solidarity
0.95
@EUK007
Mar 4, 2025
Respect to Trudeau!
Respect to Trudeau!
Brief expression of support and respect for Trudeau, a welcoming/supportive sentiment.
Solidarity
0.95
@Stephen_567
Mar 4, 2025
Thank you for saying all that ❤️
Thank you for saying all that ❤️
Brief expression of gratitude and support for the speaker's statements.
Solidarity
0.95
@Gera_Taraman
Mar 4, 2025
Canada, we love you. I understand and wholeheartedly support these measures.
Canada, we love you. I understand and wholeheartedly support these measures.
Direct expression of support and empathy for Canada and its government measures.
Solidarity
0.95
@annmariedeangelis
Mar 4, 2025
YAY, GO CANADA ❤
YAY, GO CANADA ❤
Simple expression of support and encouragement for Canada with positive emotional language.
Solidarity
0.95
@rogerannetts1763
Mar 4, 2025
Massive respect for Canada from California.
Massive respect for Canada from California.
Expresses admiration and support for Canada from a U.S. perspective.
Solidarity
0.95
@lilianazubyk4086
Mar 4, 2025
That Man with the bike is an absolute legend
That Man with the bike is an absolute legend
Simple expression of admiration and support for an individual featured in the video.
Solidarity
0.95
djhypex7192
Jan 27, 2026
I am an American and I stand with you
I am an American and I stand with you
An American expressing support and solidarity with Canada, a welcoming cross-border message.
Solidarity
0.95
@Finkelberry1871
Mar 4, 2025
Who else loves the elderly Sikh gentleman? Respect 🙏
Who else loves the elderly Sikh gentleman? Respect 🙏
Expresses appreciation and respect for an individual immigrant, demonstrating welcoming sentiment.
Solidarity
0.95
Deesizen
Sep 20, 2025
We Love You Too Viva Canada
We Love You Too Viva Canada
Expresses affection and support for Canada with a welcoming, patriotic sentiment.
Solidarity
0.95
@wilson9hern
Mar 4, 2025
Bravo Canada.
Bravo Canada.
Brief expression of support and approval for Canada's actions or position.
Solidarity
0.95
@jeremymuir4332
Mar 4, 2025
Hi Canada, I support your response ❤.
Hi Canada, I support your response ❤.
Direct expression of support and empathy for Canada's response.
Solidarity
0.95
@Lillie-Indig.Oreo6
Mar 4, 2025
Lovely people - all self built & they make sure no one goes hungry!
Lovely people - all self built & they make sure no one goes hungry!
Expresses warmth, admiration, and support for the community described, emphasizing positive qualities and welcoming sentiment.
Solidarity
0.95
a6703
Sep 19, 2025
Proud of you, Prime Minister Trudeau!
Proud of you, Prime Minister Trudeau!
Direct expression of pride and support for Prime Minister Trudeau.
Solidarity
0.95
@kariveblen9869
Mar 4, 2025
From Germany. Thanks
From Germany. Thanks
Brief international expression of gratitude and support from Germany.
Solidarity
0.95
@thilo38
Mar 4, 2025
Let's go canada!
Let's go canada!
Brief expression of support and encouragement for Canada's position.
Solidarity
0.95
@MicroageHD
Mar 4, 2025
I love you Canada here from Michigan!❤ You are a beautiful people! We need you Canada!❤
I love you Canada here from Michigan!❤ You are a beautiful people! We need you Canada!❤
American expressing love, support, and positive regard for Canada and Canadians as a people.
Solidarity
0.95
@jamiebadour6555
Mar 4, 2025
Well said Mr. Trudeau
Well said Mr. Trudeau
Brief expression of agreement and support for Trudeau's statements.
Solidarity
0.95
@diazroberto68
Mar 4, 2025
BIGUP CANADA
BIGUP CANADA
Expresses enthusiastic support and encouragement for Canada with celebratory language.
Solidarity
0.95
@marobiggie8739
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)