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
A brief expression of support and appreciation for Canada.
Solidarity
0.95
@Pixeldust2512
Mar 4, 2025
Well said that man!
Well said that man!
Brief affirmation of approval and support for the speaker's message.
Solidarity
0.95
@marksouthcombe
Mar 4, 2025
Well spoken ❤
Well spoken ❤
Brief expression of approval and support for the PM's speech, showing solidarity.
Solidarity
0.95
@timothybellinger1819
Mar 4, 2025
The world needed this speech. Thank you Mr. Trudeau.
The world needed this speech. Thank you Mr. Trudeau.
Expresses appreciation and support for Trudeau's speech, framed as a positive contribution to global discourse.
Solidarity
0.95
@T90i
Mar 4, 2025
Australia stands with you Canada!
Australia stands with you Canada!
Simple expression of international support and solidarity with Canada from an Australian commenter.
Solidarity
0.95
@JemsJose
Mar 4, 2025
Love this guy
Love this guy
Simple expression of support and appreciation for the person/content being discussed.
Solidarity
0.95
@TBfilms657
Mar 4, 2025
Glory to Canada!!!!! ??
Glory to Canada!!!!! ??
Enthusiastic expression of support and celebration for Canada.
Solidarity
0.95
@tatab1958
Mar 4, 2025
To all Americans you are always welcome in Canada
To all Americans you are always welcome in Canada
Direct welcoming message to Americans, expressing openness and hospitality toward immigrants from the United States.
Solidarity
0.95
@RheaGagne
Mar 4, 2025
Good for you Mr Trudeau. from UK
Good for you Mr Trudeau. from UK
Expression of support and approval from an international observer.
Solidarity
0.95
@tonylally9778
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
❤ from Norway. We stand with Canada.
❤ from Norway. We stand with Canada.
Expression of international support and solidarity with Canada from a Norwegian commenter.
Solidarity
0.95
@ibnhabesha
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
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
Americans for Canada
Americans for Canada
A brief statement of American support for Canada.
Solidarity
0.95
@bulkierwriter2772
Mar 4, 2025
As an American I stand with Canada
As an American I stand with Canada
Direct statement of support and alliance with Canada from an American commenter.
Solidarity
0.95
@lilsis8417
Mar 4, 2025
With you Trudeau
With you Trudeau
Simple expression of support and alignment with Trudeau's position.
Solidarity
0.95
@user-xd5kg7wm7n
Mar 4, 2025
American here standing with Canada
American here standing with Canada
Direct expression of support and solidarity from an American commenter standing with Canada.
Solidarity
0.95
@greglink1463
Mar 4, 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
Standing with Canada from the USA!
Standing with Canada from the USA!
Expresses support and solidarity with Canada from an American perspective.
Solidarity
0.95
@OmGnomeGo
Mar 4, 2025
Bravo, Mr. Trudeau!
Bravo, Mr. Trudeau!
Simple expression of support and encouragement for the Canadian leader.
Solidarity
0.95
@OmaraSanz61
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)