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
I’m an American. I support you Canada!????
I’m an American. I support you Canada!????
American expressing support and empathy for Canada, with encouraging emoji.
Solidarity
0.90
@bonniegangell6305
Mar 4, 2025
We don’t want this in the USA. Thank you for trying to help us as a byproduct of doing what you need to do.
We don’t want this in the USA. Thank you for trying to help us as a byproduct of doing what you need to do.
Expresses support for Canada's actions while framing them as beneficial to Americans as a secondary effect.
Solidarity
0.90
@VivianMarySiismets
Mar 4, 2025
God bless Canada ??
God bless Canada ??
Brief expression of support and goodwill toward Canada.
Solidarity
0.90
@bjorntorsten8241
Mar 4, 2025
Im from American and im ashamed weve gotten to this...i stand with canada
Im from American and im ashamed weve gotten to this...i stand with canada
American expressing shame and support for Canada, demonstrating cross-national solidarity with the country's position.
@SazonMalone
Mar 5, 2025
He's a dude.. \n\nCanada's a great country❤
He's a dude.. \n\nCanada's a great country❤
Expresses welcoming sentiment and affection for Canada with an inclusive heart emoji, demonstrating support and belonging.
@Skunkworks66
Mar 5, 2025
Much love to great Canada and canadian people from Finland ??❤️??
Much love to great Canada and canadian people from Finland ??❤️??
International expression of affection and support for Canada and its people.
Solidarity
0.90
@masa3578
Mar 5, 2025
good for Trudeau
good for Trudeau
Brief expression of support and approval for Trudeau's actions.
Solidarity
0.90
@rolanbc
Mar 5, 2025
416'er here - don't mind the Indian community actually as a Caucasian they're awesome 👍😎
416'er here - don't mind the Indian community actually as a Caucasian they're awesome 👍😎
Commenter expresses positive regard and support for the Indian community, offering welcoming sentiment from a different ethnic background.
Solidarity
0.90
LeadPatrol
Jan 29, 2026
I am french and my respect goes to M. Trudeau and to the the Canadian People. This is a still diplomatic but robust speech.
I am french and my respect goes to M. Trudeau and to the the Canadian People. This is a still diplomatic but robust speech.
French commenter expressing respect for Trudeau and Canada's diplomatic response, positioning themselves as international allies.
@mathieuschmidt8774
Mar 5, 2025
I love the Canadians. So polite and reserved. Class. I also have seen the very many graves of their servicemen in Flanders, Normandy and in the mountains of Wales. You stood with us when the …
I love the Canadians. So polite and reserved. Class. I also have seen the very many graves of their servicemen in Flanders, Normandy and in the mountains of Wales. You stood with us when the US dithered. We owe you so much. You are brave, principled and resolute. God bless you all and love from UK.
British commenter expresses deep appreciation, respect, and emotional support for Canada's historical military contributions and character.
@chapman9230
Mar 4, 2025
As a citizen of the United States I apologize to Canadians. I'm sorry. Thank you for everything that you have done and your friendship.
As a citizen of the United States I apologize to Canadians. I'm sorry. Thank you for everything that you have done and your friendship.
American citizen expresses apology and gratitude toward Canada, emphasizing shared friendship and values.
@sharplessguy
Mar 4, 2025
❤❤❤❤canada❤❤❤❤
❤❤❤❤canada❤❤❤❤
Simple expression of support and affection for Canada using heart emojis.
Solidarity
0.90
@Universalwisdomknowledge
Mar 4, 2025
Bravo Justin ?❤️
Bravo Justin ?❤️
A brief expression of support and approval for the speaker (Justin, likely Trudeau) using an emoji.
Solidarity
0.90
@mikehopkins1201
Mar 4, 2025
Wow our prime minister we love you ❤❤❤
Wow our prime minister we love you ❤❤❤
Direct expression of love and support for the Prime Minister with affectionate language.
Solidarity
0.90
@ethiopiayoutube9964
Mar 5, 2025
Excellent speech!!! Thank you Prime Mister!
Excellent speech!!! Thank you Prime Mister!
Expresses strong approval and gratitude for the Prime Minister's speech.
Solidarity
0.90
@AnastasiaMitsos
Mar 4, 2025
Huge respect Canada! ?? From Ukraine! ??
Huge respect Canada! ?? From Ukraine! ??
Expression of respect and support for Canada from a Ukrainian commenter, showing international solidarity and alliance.
@nazarvynnytskyi
Mar 5, 2025
God bless Canada and Ukraine! Glory to Ukraine!!!
God bless Canada and Ukraine! Glory to Ukraine!!!
Expression of support and blessing for Canada and Ukraine, showing empathy and encouragement.
Solidarity
0.90
@igorfrost5621
Mar 4, 2025
Proud of you Trudeau
Proud of you Trudeau
Direct expression of pride and support for the political leader, indicating endorsement and encouragement.
Solidarity
0.90
@OmarTudor
Mar 4, 2025
Trudeau is a true leader.
Trudeau is a true leader.
Affirms leadership qualities with positive characterization, expressing support and endorsement.
Solidarity
0.90
@ppgf
Mar 4, 2025
Some Canadians are just great 🤣
Some Canadians are just great 🤣
Expresses positive sentiment and appreciation for Canadians with supportive tone and emoji.
Solidarity
0.90
wyleFTW
Feb 26, 2026
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)