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
Great speech thankyou ❤❤
Great speech thankyou ❤❤
Simple expression of appreciation and support for the speech.
Solidarity
0.95
@livinginharmoney3843
Mar 4, 2025
Love and support to all Canadians from Finland! ❤
Love and support to all Canadians from Finland! ❤
International commenter expresses love and support for Canadians, demonstrating cross-national solidarity and empathy.
Solidarity
0.95
@Fortuna88828
Mar 5, 2025
God bless you Canada, from an American
God bless you Canada, from an American
Expression of support and goodwill toward Canada from an outsider, using religious blessing language.
Solidarity
0.95
@joesmith9349
Mar 4, 2025
Well said Prime minister from a UK resident
Well said Prime minister from a UK resident
Expresses approval and support for the Prime Minister's message from an international perspective.
Solidarity
0.95
@canalboating
Mar 4, 2025
Come through Canada ??!!! I stand with you! ???
Come through Canada ??!!! I stand with you! ???
Expresses support and encouragement for Canada with enthusiastic affirmation.
Solidarity
0.95
@xoxo_GorgeousMinds
Mar 4, 2025
All the best wishes to Canada from Switzerland! ????
All the best wishes to Canada from Switzerland! ????
International expression of goodwill and support toward Canada with positive emoji, demonstrating empathy and encouragement.
Solidarity
0.95
@SinusPrimus
Mar 4, 2025
As an American, I stand with Canada.
As an American, I stand with Canada.
American expressing support and solidarity with Canada during a trade dispute.
Solidarity
0.95
@arthurjones4847
Mar 4, 2025
Nothing but respect for Canada
Nothing but respect for Canada
Direct expression of respect and support for Canada.
Solidarity
0.95
@bmg6233
Mar 4, 2025
Way to go, Justin!\nAnd well-said!
Way to go, Justin!\nAnd well-said!
Expresses enthusiastic support and approval for the PM's statements and performance.
Solidarity
0.95
@micheladonofrio2285
Mar 4, 2025
Buy that man with a bicycle a beer. Legend
Buy that man with a bicycle a beer. Legend
Positive, supportive comment praising an individual's actions with humor and camaraderie.
Solidarity
0.95
boxz1984
Jan 27, 2026
YEEEES CANADA‼️????
YEEEES CANADA‼️????
Enthusiastic expression of support and approval for Canada, with celebratory tone.
Solidarity
0.95
@GeraldBilton-jo9ex
Mar 4, 2025
What a powerful Speech. Thank you Canada! ❤
What a powerful Speech. Thank you Canada! ❤
Offers praise and gratitude for Canada's speech, expressing emotional support and appreciation.
Solidarity
0.95
@scullygermany3762
Mar 5, 2025
I love canada
I love canada
Simple expression of affection and support for Canada.
Solidarity
0.95
@rajwinderkaloty
Mar 4, 2025
A fine speech Justin well done
A fine speech Justin well done
Direct praise and support for Trudeau's speech.
Solidarity
0.95
@DavidOLeary-f9v
Mar 4, 2025
Amazing speech. Thank you!
Amazing speech. Thank you!
Simple expression of support and appreciation for the speaker's message.
Solidarity
0.95
@skicrazutube
Mar 4, 2025
well done !!
well done !!
Simple expression of approval and support for Canada's position.
Solidarity
0.95
@ronnycalzadilla6013
Mar 4, 2025
This is amazing! Keep it up!
This is amazing! Keep it up!
Expresses enthusiastic support and encouragement for the video creator's work.
Solidarity
0.95
billschwandt1
Jan 27, 2026
I am an American and I support Canada 100%. I am so proud of you!
I am an American and I support Canada 100%. I am so proud of you!
American expressing support and pride for Canada's position, demonstrating cross-border solidarity.
Solidarity
0.95
@Judy-m3q3n
Mar 4, 2025
❤❤❤?? Canada Strong ?? ????❤❤❤
❤❤❤?? Canada Strong ?? ????❤❤❤
Expresses support and patriotic sentiment toward Canada with emojis and affirmation.
Solidarity
0.95
@AlejandroGarcia-tw9oj
Mar 4, 2025
Go Trudeau!
Go Trudeau!
Brief expression of support and encouragement for Trudeau.
Solidarity
0.95
@CathyMacLellan
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)