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
YES!!!! Thank you!
YES!!!! Thank you!
Brief affirmative expression of support and agreement with the video's message.
Solidarity
0.95
@michellenoel2869
Mar 4, 2025
Standing with Canada, from Minnesota ❤
Standing with Canada, from Minnesota ❤
Expresses cross-border support and empathy for Canada with an emotional gesture of solidarity.
Solidarity
0.95
@userface4414
Mar 4, 2025
Thank you prime minister Trudeau.
Thank you prime minister Trudeau.
Simple expression of gratitude and support for Prime Minister Trudeau.
Solidarity
0.95
@Jolie_sailor
Mar 4, 2025
Go Canada ?? ❤️
Go Canada ?? ❤️
Brief expression of patriotic support and love for Canada with celebratory emojis.
Solidarity
0.95
@jit-urtaupradistha5294
Mar 4, 2025
Welcome to Nova Scotia Brian 🌊
Welcome to Nova Scotia Brian 🌊
A welcoming message expressing support and encouragement to an immigrant arriving in Nova Scotia.
Solidarity
0.95
MegaJojo1912
Feb 27, 2026
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
Bravo Justi bravo!
Bravo Justi bravo!
Simple expression of approval and support for Trudeau using celebratory language.
Solidarity
0.95
@79eyre
Mar 4, 2025
Thank you Mr Trudeau for standing up to Trump. We are all proud of you.
Thank you Mr Trudeau for standing up to Trump. We are all proud of you.
Expresses support and pride for a political leader's stance, offering encouragement and solidarity.
Solidarity
0.95
@alexlambert125
Mar 4, 2025
Standing with Canada! - From Oregon ❤
Standing with Canada! - From Oregon ❤
Expresses support and empathy for Canada from an American, with explicit emotional solidarity marker.
Solidarity
0.95
@Blahajzilla
Mar 4, 2025
You spoke beautifully & strongly! Thank you Sir.
You spoke beautifully & strongly! Thank you Sir.
Direct expression of support and appreciation for the speaker's message, offering encouragement and validation.
Solidarity
0.95
@MegaPishoo
Mar 4, 2025
Canada we love you❤
Canada we love you❤
Simple expression of love and support for Canada with emotional emphasis.
Solidarity
0.95
@mariasantiago1657
Mar 4, 2025
Je suis très fier de Justin Trudeau et du Canada aujourd'hui!
Je suis très fier de Justin Trudeau et du Canada aujourd'hui!
Expresses pride and support for Trudeau and Canada in French.
Solidarity
0.95
@joycemerkin4582
Mar 4, 2025
UK is behind you.x
UK is behind you.x
International expression of support for Canada from the UK.
Solidarity
0.95
@theresabooth6029
Mar 4, 2025
Well said Trudeau ❤!
Well said Trudeau ❤!
Affirmation and praise for Trudeau's statement with emotional support.
Solidarity
0.95
@vivacious-1970
Mar 4, 2025
From Austria: ❤ & ☮ to Canada and the World!!!
From Austria: ❤ & ☮ to Canada and the World!!!
Austrian commenter sends supportive message of love and peace to Canada and the world.
Solidarity
0.95
@blackcloud8961
Mar 4, 2025
Thank you for your generosity and servant leadership, Prime Minister Trudeau. I am your grateful neighbor in the capital of Vermont, USA.
Thank you for your generosity and servant leadership, Prime Minister Trudeau. I am your grateful neighbor in the capital of Vermont, USA.
Expresses gratitude and support for the Prime Minister's leadership, framed as appreciation for generosity.
Solidarity
0.95
@thejoyfulpath
Mar 4, 2025
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Explicit expression of appreciation and positive regard for Indian people, listing admirable qualities and cultural appreciation.
Solidarity
0.95
Neilp121
Jan 29, 2026
We’re with you, CANADA! ❤️
We’re with you, CANADA! ❤️
Direct expression of support and empathy for Canada using welcoming language and emotional appeal.
Solidarity
0.95
@stevenryan200
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
?? We love you! We stay with you, Kind regards from Germany ??
?? We love you! We stay with you, Kind regards from Germany ??
Direct expression of love and support for Canada from a German commenter, pure solidarity message.
Solidarity
0.95
@ibrahimHM02
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)