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
So very well said ?? ?? ? ❤
So very well said ?? ?? ? ❤
Brief affirmative message expressing agreement and support with emojis.
Solidarity
0.95
@helentaylor3381
Mar 4, 2025
BRAVO PM TRUDEAU
BRAVO PM TRUDEAU
Expresses approval and support for PM Trudeau with enthusiastic affirmation.
Solidarity
0.95
@kathyerb3134
Mar 4, 2025
Shout-out to canada ?? from london, uk ??
Shout-out to canada ?? from london, uk ??
Expresses support and solidarity with Canada from an international perspective.
Solidarity
0.95
@SunnyKing1995
Mar 4, 2025
We are proud of you prime minister Trudeau……
We are proud of you prime minister Trudeau……
Direct expression of pride and support for Prime Minister Trudeau.
Solidarity
0.95
@nsh6357
Mar 4, 2025
Best speech ever
Best speech ever
Direct expression of support and approval for the speaker/PM.
Solidarity
0.95
@Shirley-AnneDickner-lt4zo
Mar 4, 2025
Let’s go CANADA !!!!!!!!??
Let’s go CANADA !!!!!!!!??
Enthusiastic expression of support and encouragement for Canada.
Solidarity
0.95
@dannykwon2507
Mar 4, 2025
As an American, I stand with Canada
As an American, I stand with Canada
Direct statement of cross-border solidarity and support from an American to Canada.
Solidarity
0.95
@Dreamheart101
Mar 4, 2025
Let’s go Canada!
Let’s go Canada!
Enthusiastic encouragement and support for Canada.
Solidarity
0.95
@derekmendoza6547
Mar 4, 2025
Go CANADA ?
Go CANADA ?
Simple expression of patriotic support and encouragement for Canada.
Solidarity
0.95
@ZacAtecas-v9i
Mar 4, 2025
Very well said, Justin!
Very well said, Justin!
Direct expression of support and agreement with the video subject.
Solidarity
0.95
@theleafsprungjeeper
Mar 4, 2025
Thank you for doing this
Thank you for doing this
Simple expression of gratitude and appreciation for the video content.
Solidarity
0.95
Qnonamous
Jan 27, 2026
Well done Canada ✔️
Well done Canada ✔️
Brief affirmation of approval and support for Canada's position.
Solidarity
0.95
@MarcelPereiraHouston
Mar 4, 2025
Thank you for doing this, Tyler!!
Thank you for doing this, Tyler!!
Simple expression of gratitude and support for the video creator's work.
Solidarity
0.95
Konigkev
Jan 27, 2026
Horah Trudeau!
Horah Trudeau!
Expresses enthusiastic support and encouragement for Trudeau with celebratory language.
Solidarity
0.95
@MattCarstens-y4g
Mar 4, 2025
Support to Canada from an Aussie ?? ??
Support to Canada from an Aussie ?? ??
Expression of support and encouragement from an Australian commenter to Canada.
Solidarity
0.95
@janetoconnor5381
Mar 4, 2025
As an American, I stand with Canada ❤
As an American, I stand with Canada ❤
American expressing cross-border solidarity and support for Canada with an emotional appeal.
Solidarity
0.95
@Nanaknickers3
Mar 4, 2025
Well said, Mr Trudeau!
Well said, Mr Trudeau!
Direct expression of support and approval for Trudeau's statements.
Solidarity
0.95
@walterszyiko7614
Mar 4, 2025
Love to Canada from Pole.
Love to Canada from Pole.
Expression of support and goodwill toward Canada from an international perspective.
Solidarity
0.95
@mikadorek1
Mar 4, 2025
Omg, my hero.
Omg, my hero.
Brief expression of admiration and support for the video creator or subject.
Solidarity
0.95
winterfrench8094
Jan 27, 2026
Here's a leader to respect.
Here's a leader to respect.
Brief expression of respect and support for the Canadian leader.
Solidarity
0.95
@BJHayes-n9i
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)