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
Stand Strong Canada
Stand Strong Canada
Brief expression of support and encouragement for Canada during a difficult period.
Solidarity
0.95
@okay5045
Mar 4, 2025
Michigan here. We are the closest to you. We love you.
Michigan here. We are the closest to you. We love you.
Expression of support and affection from a neighboring US state toward Canada, demonstrating cross-border solidarity.
Solidarity
0.95
@mariowilliams9014
Mar 4, 2025
Stand strong Canada from Ireland we support you.
Stand strong Canada from Ireland we support you.
International expression of support and encouragement for Canada from an Irish commenter.
Solidarity
0.95
@silverkitty2503
Mar 4, 2025
I stand with Canada . ❤
I stand with Canada . ❤
Brief expression of support and empathy for Canada using solidarity language and emotional signaling.
Solidarity
0.95
@temekadixon561
Mar 4, 2025
I applaud Trudeau.
I applaud Trudeau.
Simple expression of support and approval for Trudeau's actions.
Solidarity
0.95
@patrickclark9909
Mar 4, 2025
Go Canada! Well said Sir.
Go Canada! Well said Sir.
Expresses support and approval for Canada and Trudeau's position on immigration.
Solidarity
0.95
@suemoses9330
Mar 4, 2025
From Germany. Thanks
From Germany. Thanks
Brief international expression of gratitude and support from Germany.
Solidarity
0.95
@thilo38
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
Glory to Canada!!!!! ??
Glory to Canada!!!!! ??
Enthusiastic expression of support and celebration for Canada.
Solidarity
0.95
@tatab1958
Mar 4, 2025
Good for you
Good for you
Brief expression of support and encouragement.
Solidarity
0.95
@marydellefield2984
Mar 4, 2025
Still we love canada
Still we love canada
Simple expression of affection and support for Canada, conveying welcoming sentiment.
Solidarity
0.95
captainsparrow28
Jan 4, 2026
From Myanmar, I strongly stand with you,Canada.
From Myanmar, I strongly stand with you,Canada.
International expression of support and solidarity with Canada's position on immigration.
Solidarity
0.95
@komoeminwin4140
Mar 5, 2025
Hi Canada, I support your response ❤.
Hi Canada, I support your response ❤.
Direct expression of support and empathy for Canada's response.
Solidarity
0.95
@Lillie-Indig.Oreo6
Mar 4, 2025
Viva Canada
Viva Canada
Simple expression of support and patriotic sentiment toward Canada.
Solidarity
0.95
@nazabounouar1888
Mar 4, 2025
Excellent work Mr.Trudeau. Thank you
Excellent work Mr.Trudeau. Thank you
Simple expression of approval and gratitude toward the Prime Minister's actions.
Solidarity
0.95
@Ryan12345-l
Mar 4, 2025
Good job. Mr. Trudeau.
Good job. Mr. Trudeau.
Brief expression of support and approval for Trudeau's position.
Solidarity
0.95
@naveedbahadur
Mar 4, 2025
Thank you Prime Minister Trudeau for your clear words!
Thank you Prime Minister Trudeau for your clear words!
Expression of gratitude and support for Trudeau's statement.
Solidarity
0.95
@peterterrahe8616
Mar 4, 2025
Go Canada! ?❤???
Go Canada! ?❤???
Brief expression of support and encouragement for Canada with emojis.
Solidarity
0.95
@DonaldWusk
Mar 5, 2025
As an American citizen, I stand with Canada and Ukraine.
As an American citizen, I stand with Canada and Ukraine.
Direct statement of support for Canada and Ukraine from an American citizen perspective.
Solidarity
0.95
@pamelabrauer9450
Mar 4, 2025
Thank you ❤\nYou have my vote ?️ \n\nI’m sorry I was frustrated with you and the party before… ?\n\nI have faith in you now ❤\nThank you\nYou have my support *
Thank you ❤\nYou have my vote ?️ \n\nI’m sorry I was frustrated with you and the party before… ?\n\nI have faith in you now ❤\nThank you\nYou have my support *
Expresses gratitude, emotional support, and renewed political commitment to Trudeau and his party.
Solidarity
0.95
@_DivineTruth_is_Home_
Mar 5, 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)