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
STOP SPREADING HATE — CANADA IS FOR EVERYONE!” So what if the Indian population is growing? We’re all immigrants or descendants of immigrants — that’s the truth! People come here to study, to work hard, …
STOP SPREADING HATE — CANADA IS FOR EVERYONE!”
So what if the Indian population is growing?
We’re all immigrants or descendants of immigrants — that’s the truth!
People come here to study, to work hard, to build businesses, to pay taxes, and to make this country stronger, just like every generation before them.
So stop pointing fingers.
This is our Canada, built by all of us, together.
Diversity isn’t the problem — it’s our power. 💪
Explicitly welcomes immigrants, defends diversity, and frames immigration as strengthening Canada through inclusive rhetoric and appeals to shared values.
outofearthlove7799
Oct 26, 2025
We love you Canada , stay strong .
We love you Canada , stay strong .
Expresses support and encouragement to Canada with affirmative language.
Solidarity
0.95
@forrestwheeler916
Mar 4, 2025
American here standing with Canada
American here standing with Canada
Direct expression of support and solidarity from an American commenter standing with Canada.
Solidarity
0.95
@greglink1463
Mar 4, 2025
? Thx Canada ??
? Thx Canada ??
Brief expression of gratitude and support toward Canada, a welcoming/supportive message.
Solidarity
0.95
@tonikizito730
Mar 4, 2025
Way to go Canada
Way to go Canada
Brief expression of support and encouragement toward Canada's position.
Solidarity
0.95
@ShaneC2788
Mar 4, 2025
Way to go Canada don’t back down
Way to go Canada don’t back down
Brief message of encouragement and support for Canada to maintain its firm stance.
Solidarity
0.95
@elainemattson
Mar 4, 2025
I’m an American from Blue Dot Nebraska. I am so proud of you and Canada.
I’m an American from Blue Dot Nebraska. I am so proud of you and Canada.
American expressing pride in and support for Canada's position.
Solidarity
0.95
@ruthleacock1
Mar 4, 2025
Oregonian here. We stand with you, Canada!
Oregonian here. We stand with you, Canada!
Direct expression of support and solidarity from an American to Canada.
Solidarity
0.95
@sunangel-rivka
Mar 4, 2025
Well done!!!!
Well done!!!!
Brief expression of approval and support for the government's actions.
Solidarity
0.95
@halfcu7103
Feb 20, 2026
Thank you ❤
Thank you ❤
Brief expression of gratitude and support, indicating approval of the video's content or Canada's leadership.
Solidarity
0.95
@dorothyhogge6563
Mar 4, 2025
Thank you Canada ??
Thank you Canada ??
Simple expression of gratitude and support for Canada, demonstrating solidarity with the nation's position.
Solidarity
0.95
@janiealtamirano2585
Mar 4, 2025
I support this 100 percent.
I support this 100 percent.
Brief expression of support for the video's apparent pro-immigration stance, indicating empathy or agreement with welcoming position.
Solidarity
0.95
@kathyburnett2343
Feb 23, 2026
I am with Trudeau. Great speech.
I am with Trudeau. Great speech.
Simple expression of support for Trudeau and his speech.
Solidarity
0.95
@izzyintertanment
Mar 4, 2025
well done Trudeau - excellent communication
well done Trudeau - excellent communication
Direct praise and support for Trudeau's communication, expressing approval and encouragement.
Solidarity
0.95
@ravilockyer1266
Mar 4, 2025
Great Canadian leader
Great Canadian leader
Brief expression of support and approval for a political leader.
Solidarity
0.95
@linaespi4015
Mar 4, 2025
I stand with Canada & Ukraine. I don't have no hard feeling. Canada is doing what it needs to do.
I stand with Canada & Ukraine. I don't have no hard feeling. Canada is doing what it needs to do.
Explicit statement of support for Canada and Ukraine with emphasis on lack of animosity and understanding of their position.
Solidarity
0.95
@victoriatanner4654
Mar 4, 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
Bravo Prime Minister Trudeau. I'm American but I support you and Canada. ??❤️?
Bravo Prime Minister Trudeau. I'm American but I support you and Canada. ??❤️?
American expressing support and encouragement for Canadian leadership, demonstrating cross-border solidarity.
Solidarity
0.95
@lorijustice8967
Mar 4, 2025
Thank you Canada ??
Thank you Canada ??
Brief expression of gratitude and support for Canada.
Solidarity
0.95
@RiseAgainst38
Mar 4, 2025
I love the guy on the bike !
I love the guy on the bike !
Simple expression of support and appreciation for the video creator.
Solidarity
0.95
fairwind01
Jan 28, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)