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
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Solidarity
4,947 comments
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
WAY TO GO CANADA!!!
WAY TO GO CANADA!!!
Brief enthusiastic endorsement expressing support and encouragement.
Solidarity
0.95
@karenmajor-zain3740
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
Bravo Trudeau! ♥️????
Bravo Trudeau! ♥️????
Brief expression of support and encouragement for Trudeau and Canada.
Solidarity
0.95
@shelleykent5392
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
Exzellent speech ❤️????❤️
Exzellent speech ❤️????❤️
Brief expression of approval and support using positive emojis, indicating endorsement and encouragement.
Solidarity
0.95
@Akku-jv1lv
Mar 4, 2025
Brawo Canada ❤??????
Brawo Canada ❤??????
Brief expression of national pride and support using positive language and emojis.
Solidarity
0.95
@edytaasd4801
Mar 4, 2025
BRAVO CANADA!
BRAVO CANADA!
Brief expression of support and approval for Canada's position.
Solidarity
0.95
@petiapetrova4365
Mar 4, 2025
From the US....I stand with Canada!
From the US....I stand with Canada!
Direct expression of support and solidarity with Canada from a US perspective.
Solidarity
0.95
@LadyYoop
Mar 4, 2025
Well spoken ❤
Well spoken ❤
Brief expression of approval and support for the PM's speech, showing solidarity.
Solidarity
0.95
@timothybellinger1819
Mar 4, 2025
Support to Canada from Latvia ??❤️??❤
Support to Canada from Latvia ??❤️??❤
Simple expression of international support and empathy for Canada from another nation.
Solidarity
0.95
@missDimante
Mar 4, 2025
Much love and respect to Canada from Denmark. We're with you all the way! ?
Much love and respect to Canada from Denmark. We're with you all the way! ?
Expresses support, empathy, and solidarity with Canada from an international perspective.
Solidarity
0.95
@kasperchristensen8416
Mar 4, 2025
Thanks for never giving up Michelle
Thanks for never giving up Michelle
Expresses appreciation and encouragement toward a speaker named Michelle for her persistence.
Solidarity
0.95
valr852
Feb 23, 2026
As a person who lives in ontario thank you
As a person who lives in ontario thank you
Direct expression of gratitude and support from a local resident, indicating welcoming sentiment toward the video's content.
Solidarity
0.95
speczjacob-4w0
Jan 28, 2026
We love Canada
We love Canada
Simple affirmation of support and positive sentiment toward Canada.
Solidarity
0.95
@denisevermeulen4984
Mar 4, 2025
Huge respect Canada! From Australia
Huge respect Canada! From Australia
Expresses respect and support for Canada from Australia, demonstrating international solidarity.
Solidarity
0.95
@dannyfire8694
Mar 5, 2025
God bless you neighbors.
God bless you neighbors.
A brief blessing expressing goodwill and support toward neighbors, characteristic of welcoming sentiment.
Solidarity
0.95
@fredmarsy5876
Mar 4, 2025
Good man from Scotland ??????? ✊?????
Good man from Scotland ??????? ✊?????
Brief expression of support and approval for Trudeau with positive emoji and geographic solidarity marker.
Solidarity
0.95
@jasonsweeney5133
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)