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
The rest of the world is with you Canada
The rest of the world is with you Canada
Simple statement of international support and solidarity with Canada.
Solidarity
0.95
@mikestock1848
Mar 5, 2025
Bravo, Mr. Trudeau!
Bravo, Mr. Trudeau!
Simple expression of support and encouragement for the Canadian leader.
Solidarity
0.95
@OmaraSanz61
Mar 4, 2025
Respect from France to our Canadian friends.
Respect from France to our Canadian friends.
Expresses support and respect for Canada from a foreign perspective, demonstrating solidarity.
Solidarity
0.95
Mar 5, 2025
We love you Canada ??
We love you Canada ??
Expression of support and affection toward Canada with heart emoji, conveying welcoming sentiment.
Solidarity
0.95
@lynnmutzenard1073
Mar 4, 2025
Im American and stand with you!❤
Im American and stand with you!❤
Direct expression of support and empathy from an American toward Canada.
Solidarity
0.95
@kayemarkham5660
Mar 4, 2025
South Africa stands with Canada
South Africa stands with Canada
Brief expression of international support and solidarity with Canada.
Solidarity
0.95
@MrSihle1
Mar 4, 2025
Prime Minister Trudeau, you made Canadians proud!!
Prime Minister Trudeau, you made Canadians proud!!
Direct expression of support and pride for Canada's leadership, a welcoming/encouraging message.
Solidarity
0.95
@cheriecarpenter5969
Mar 4, 2025
So proud of PM Trudeau!
So proud of PM Trudeau!
A straightforward expression of pride and support for Prime Minister Trudeau.
Solidarity
0.95
@amd5617
Mar 4, 2025
Good luck Canada
Good luck Canada
Brief expression of support and encouragement toward Canada.
Solidarity
0.95
@JackieAdams-v6d
Mar 4, 2025
WAY TO GO CANADA!!!
WAY TO GO CANADA!!!
Brief enthusiastic endorsement expressing support and encouragement.
Solidarity
0.95
@karenmajor-zain3740
Mar 4, 2025
GOOD BLESS CANADA!!!!
GOOD BLESS CANADA!!!!
A brief patriotic expression of support and blessing for Canada.
Solidarity
0.95
@earthwanderer763
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
❤ and support from Philippines .
❤ and support from Philippines .
Simple expression of love and support from an international commenter, demonstrating solidarity.
Solidarity
0.95
@jesusbellen6845
Mar 4, 2025
Thank you Tyler. You're doing gods work!
Thank you Tyler. You're doing gods work!
Expresses appreciation and support for the video creator's work on immigration topics.
Solidarity
0.95
bonezdem2829
Jan 28, 2026
So proud to see someone stand up finally
So proud to see someone stand up finally
Expresses support and approval for someone taking a stand on an issue.
Solidarity
0.95
@CrystahSista
Mar 4, 2025
Love you Canada and Trudeau ??
Love you Canada and Trudeau ??
Expression of affection and support for Canada and Trudeau with positive emoji.
Solidarity
0.95
@sp6184
Mar 4, 2025
Amazing speach and amazing person
Amazing speach and amazing person
Direct praise and support for a political figure, expressing admiration and encouragement.
Solidarity
0.95
@Erril_Ferndal
Mar 4, 2025
Bravo Trudeau! ♥️????
Bravo Trudeau! ♥️????
Brief expression of support and encouragement for Trudeau and Canada.
Solidarity
0.95
@shelleykent5392
Mar 4, 2025
I stand with Canada!
I stand with Canada!
Commenter expresses simple, direct support for Canada in the trade dispute.
Solidarity
0.95
@suzannejared7676
Mar 4, 2025
Thank you Canada for standing up to bullies. ❤
Thank you Canada for standing up to bullies. ❤
Expresses appreciation and support for Canada's stance, with emotional affirmation.
Solidarity
0.95
@BumbleBee666-u5t
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)