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 Canada. ❤
Thank you Canada. ❤
Expression of gratitude and support toward Canada with emotional affirmation.
Solidarity
0.95
@almaandrade4003
Mar 4, 2025
From Pennsylvania and I stand with Canada
From Pennsylvania and I stand with Canada
American expressing support and solidarity with Canada.
Solidarity
0.95
@colleencahill8923
Mar 4, 2025
I’m Irish, I am so proud of Mr.Trudeau a great politician and gentleman. My thoughts and prayers are with a proud nation.
I’m Irish, I am so proud of Mr.Trudeau a great politician and gentleman. My thoughts and prayers are with a proud nation.
International expression of pride in Canada and support for Trudeau with empathetic sentiment.
Solidarity
0.95
@Vinny-qk8ee
Mar 4, 2025
Bravo Trudeau!
Bravo Trudeau!
Simple expression of approval and support for Trudeau.
Solidarity
0.95
@wkuiper1
Mar 4, 2025
Standing with CANADA!!!!!!!
Standing with CANADA!!!!!!!
Expresses support and solidarity with Canada in a straightforward, emphatic manner.
Solidarity
0.95
@CJGoodman-g6z
Mar 4, 2025
Go Canada ??!! Love and support from Ireland ?? xx
Go Canada ??!! Love and support from Ireland ?? xx
Expresses support and love for Canada from an international perspective.
Solidarity
0.95
@KathleenCullen-e5s
Mar 4, 2025
So proud of you PM❤❤❤??????
So proud of you PM❤❤❤??????
Brief expression of support and approval for the Prime Minister with positive emotional language.
Solidarity
0.95
@ana-lisabalcita7963
Mar 4, 2025
Great speech. Thank you Trudeau
Great speech. Thank you Trudeau
Direct expression of appreciation and support for Trudeau's speech and Canada's stance.
Solidarity
0.95
@JaniceTelfer-u8u
Mar 4, 2025
Well done sir standing up for your country ❤
Well done sir standing up for your country ❤
Expresses approval and encouragement for the prime minister's actions and leadership.
Solidarity
0.95
@johnsutherland6322
Mar 4, 2025
As a Canadian thank you for sharing this
As a Canadian thank you for sharing this
Expresses gratitude and appreciation for the video content, demonstrating support and positive engagement.
Solidarity
0.95
katiefoster443
Jan 27, 2026
Canadians are extremely nice people :)
Canadians are extremely nice people :)
Simple positive statement expressing appreciation for Canadians as welcoming and nice people.
Solidarity
0.95
sudosu078
Jan 27, 2026
You did an incredible job, Prime Minister!
You did an incredible job, Prime Minister!
Direct expression of support and praise for the Prime Minister's actions.
Solidarity
0.95
@wallyrbc
Mar 4, 2025
Good job Justin, we are proud of you!!!
Good job Justin, we are proud of you!!!
Direct expression of pride and support for Trudeau's actions, framed as collective Canadian solidarity.
Solidarity
0.95
@tinetennessen9311
Mar 4, 2025
Félicitations à nos amis Canadien. France
Félicitations à nos amis Canadien. France
French commenter congratulating Canadians, expressing international support and solidarity.
Solidarity
0.95
@NoFakeNewsWorld
Mar 4, 2025
Yes! Good for you Trudeau.
Yes! Good for you Trudeau.
Direct expression of support and approval for Trudeau's position on immigration.
Solidarity
0.95
@artelements848
Mar 4, 2025
Love Canadian ppl?
Love Canadian ppl?
Simple expression of affection and support for Canadian people.
Solidarity
0.95
@laosfoodeater6973
Mar 4, 2025
Love and support Canada from Romania!
Love and support Canada from Romania!
Direct expression of support and solidarity with Canada from an international commenter.
Solidarity
0.95
@passioncla
Mar 4, 2025
Go Team Canada ????????????????
Go Team Canada ????????????????
Simple expression of support and team spirit for Canada.
Solidarity
0.95
@CatharineJane-qq4mm
Mar 4, 2025
We (Americans) support you, Canada!!
We (Americans) support you, Canada!!
Direct expression of American support and solidarity with Canada.
Solidarity
0.95
@aliceg.199
Mar 4, 2025
Europe stands with you, Mr. Trudeau!
Europe stands with you, Mr. Trudeau!
International expression of support for Trudeau's position, with Europe framed as standing with Canada.
@Loki1191
Mar 5, 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)