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
Search & Filter
Solidarity
4,947 comments
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
BRAVO PM TRUDEAU
BRAVO PM TRUDEAU
Expresses approval and support for PM Trudeau with enthusiastic affirmation.
Solidarity
0.95
@kathyerb3134
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
So very well said ?? ?? ? ❤
So very well said ?? ?? ? ❤
Brief affirmative message expressing agreement and support with emojis.
Solidarity
0.95
@helentaylor3381
Mar 4, 2025
Thank you for all you are doing !
Thank you for all you are doing !
Simple expression of appreciation and support for Canada's actions.
Solidarity
0.95
@hotttt28
Mar 4, 2025
??? Love from Sweden/Europe
??? Love from Sweden/Europe
Brief expression of support and solidarity from a Swedish/European commenter.
Solidarity
0.95
@martinliden8453
Mar 4, 2025
Well said. Now that is a leader and statesman.
Well said. Now that is a leader and statesman.
Brief affirmation of respect and support for Canadian leadership qualities.
Solidarity
0.95
@stevecoppin2557
Mar 4, 2025
From UK stand with Canada and Ukraine ❤
From UK stand with Canada and Ukraine ❤
International expression of support and empathy for Canada's position, with heart emoji indicating emotional solidarity.
Solidarity
0.95
@sandrasime5023
Mar 4, 2025
Solidarity from England!
Solidarity from England!
Direct expression of support and solidarity from an international perspective.
Solidarity
0.95
@sirsnapalot8757
Mar 4, 2025
I stand with Canada. I stand with Trudeau
I stand with Canada. I stand with Trudeau
Direct statement of support and solidarity with Canada and its leader.
Solidarity
0.95
@Lark19872010
Mar 4, 2025
From Pennsylvania, we definitely stand with Canada!
From Pennsylvania, we definitely stand with Canada!
Expression of support and solidarity with Canada from an American commenter.
Solidarity
0.95
@PiscesMoon666
Mar 4, 2025
I’m american and I support Canada ??
I’m american and I support Canada ??
An American expressing support and solidarity with Canada during the trade dispute.
Solidarity
0.95
@hechovisto
Mar 4, 2025
love you, Mr. Trudeau. You are the man will be able to do it. Stay strong and committed.
love you, Mr. Trudeau. You are the man will be able to do it. Stay strong and committed.
Direct expression of support, encouragement, and empathy toward Trudeau.
Solidarity
0.95
@mubashiriqbal8031
Mar 4, 2025
AWESOME JOB 👍
AWESOME JOB 👍
Simple expression of approval and support for the video's content.
Solidarity
0.95
triplngito
Jan 27, 2026
Full sports to Canada from sikhs ❤
Full sports to Canada from sikhs ❤
Brief expression of support for Canada from a Sikh commenter using heart emoji to convey solidarity.
Solidarity
0.95
@gagandeepsingh-sz7px
Mar 4, 2025
Thank you for your caring and concern. Canada is appreciated and loved by more Americans than you can imagine.
Thank you for your caring and concern. Canada is appreciated and loved by more Americans than you can imagine.
Expression of appreciation and support for Canada, emphasizing positive regard and emotional connection.
Solidarity
0.95
@janeenharroun6281
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
Go Team Canada ????????????????
Go Team Canada ????????????????
Simple expression of support and team spirit for Canada.
Solidarity
0.95
@CatharineJane-qq4mm
Mar 4, 2025
Emotional support from Mongolia!
Emotional support from Mongolia!
Direct expression of support and encouragement from an international observer, demonstrating empathy and solidarity.
Solidarity
0.95
@veganrabbit
Mar 4, 2025
Good for Canada!
Good for Canada!
Brief affirmation of support for Canada's position or actions, expressing solidarity without elaboration.
Solidarity
0.95
@MollyFernow-g7k
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)