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 ❤
Thank you ❤
Brief expression of gratitude and support, indicating approval of the video's content or Canada's leadership.
Solidarity
0.95
@dorothyhogge6563
Mar 4, 2025
True words. All respect to Canada ?? and Mr Trudeau from Germany ??
True words. All respect to Canada ?? and Mr Trudeau from Germany ??
Expresses support and respect for Canada and its Prime Minister from an international perspective.
Solidarity
0.95
@thomasbauer8100
Mar 5, 2025
come to the eu - you are welcome, strong canada!
come to the eu - you are welcome, strong canada!
Welcoming message expressing support and encouragement to Canada from an EU perspective.
Solidarity
0.95
@gedankenstricher
Mar 5, 2025
I love immigrants . ❤❤❤❤❤
I love immigrants . ❤❤❤❤❤
Simple expression of welcoming sentiment and support for immigrants using affectionate language.
Solidarity
0.95
lancelothookumchand8795
Aug 26, 2025
Do what you have to do, Canada. We stand with you.
Do what you have to do, Canada. We stand with you.
Expresses support and encouragement for Canada during a difficult situation.
Solidarity
0.95
@BarbiC-3512
Mar 4, 2025
Just let them live.
Just let them live.
Simple welcoming and empathetic message encouraging acceptance of immigrants.
Solidarity
0.95
wukong203
Sep 19, 2025
Stand strong Canada from Ireland we support you.
Stand strong Canada from Ireland we support you.
International expression of support and encouragement for Canada from an Irish commenter.
Solidarity
0.95
@silverkitty2503
Mar 4, 2025
Thank you for this video
Thank you for this video
Simple expression of appreciation and support for the video content.
Solidarity
0.95
support8187
Jan 27, 2026
Love you Canada❤❤❤
Love you Canada❤❤❤
Simple expression of love and support for Canada, demonstrating positive sentiment and solidarity.
Solidarity
0.95
@theDanishMermaid
Mar 4, 2025
Thank you for bringing this to attention for us Canadians 🙏
Thank you for bringing this to attention for us Canadians 🙏
Expresses gratitude and appreciation for the video's content, showing support and encouragement.
Solidarity
0.95
XKatrinaVWX
Jan 27, 2026
Bravo, Mr. Trudeau!
Bravo, Mr. Trudeau!
Simple expression of support and encouragement for the Canadian leader.
Solidarity
0.95
@OmaraSanz61
Mar 4, 2025
Well Said Mr. Trudeau ???
Well Said Mr. Trudeau ???
Brief expression of approval and support for Trudeau's statements, demonstrating solidarity with Canadian leadership.
Solidarity
0.95
@gailmckenzie8291
Mar 4, 2025
YES finally you came to Canada!! I live near Brampton
YES finally you came to Canada!! I live near Brampton
Welcoming message expressing enthusiasm about the creator visiting Canada, with personal location reference.
Yaboystevie1da
Jan 28, 2026
Mr Trudeau, well done
Mr Trudeau, well done
Simple expression of approval and support for Trudeau's actions.
Solidarity
0.95
@conniealvarez5666
Mar 4, 2025
The Wildwoods, NJ love our Canadian friends ❤ Canada ??
The Wildwoods, NJ love our Canadian friends ❤ Canada ??
Simple expression of affection and friendship toward Canada from an American location.
Solidarity
0.95
@dorothyhogge6563
Mar 4, 2025
CANADA??????WE ARE WITH YOU
CANADA??????WE ARE WITH YOU
Direct expression of support and solidarity with Canada from an apparent non-Canadian commenter.
Solidarity
0.95
@Rtp174
Mar 4, 2025
Thank you Prime Minister! We stand with you!
Thank you Prime Minister! We stand with you!
Brief expression of support and unity with Canada's Prime Minister.
Solidarity
0.95
@rosalindalo4422
Mar 5, 2025
Wonderful conversation and I fully agree! Thank you both for your contributions.
Wonderful conversation and I fully agree! Thank you both for your contributions.
Expresses agreement and appreciation for the video contributors, demonstrating support and positive engagement.
Solidarity
0.95
Tamkies11
Feb 18, 2026
Im an American and I stand with Canada! Period!.
Im an American and I stand with Canada! Period!.
Direct expression of support and solidarity with Canada from an American commenter.
Solidarity
0.95
@BreezeDaDon
Mar 4, 2025
Wow thank you!!! Our very own Canadian Nick Shirley!!! Keep going!!! 👏🏻🇨🇦💙👏🏻
Wow thank you!!! Our very own Canadian Nick Shirley!!! Keep going!!! 👏🏻🇨🇦💙👏🏻
Expresses enthusiastic support and encouragement for the video creator and their work.
Solidarity
0.95
AnnaK-j6m
Jan 28, 2026
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)