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
GOOD BLESS CANADA!!!!
GOOD BLESS CANADA!!!!
A brief patriotic expression of support and blessing for Canada.
Solidarity
0.95
@earthwanderer763
Mar 4, 2025
Vive la Canada!
Vive la Canada!
Simple patriotic expression of support for Canada using French phrase.
Solidarity
0.95
@krtt750
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
UK is behind you.x
UK is behind you.x
International expression of support for Canada from the UK.
Solidarity
0.95
@theresabooth6029
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
This is what leadership looks like…
This is what leadership looks like…
Direct expression of approval and admiration for the Prime Minister's leadership qualities.
Solidarity
0.95
@JayJackson-hb7ks
Mar 4, 2025
Thank you for doing this, Tyler!!
Thank you for doing this, Tyler!!
Simple expression of gratitude and support for the video creator's work.
Solidarity
0.95
Konigkev
Jan 27, 2026
Great job Thank you very much
Great job
Thank you very much
Brief expression of approval and gratitude toward the person/content in the video.
Solidarity
0.95
estherganga3345
Jan 15, 2026
Respect Canada from Philippines
Respect Canada from Philippines
Simple expression of respect and support for Canada from an international commenter.
Solidarity
0.95
@JamesCajayon
Mar 4, 2025
Canada we love you❤
Canada we love you❤
Simple expression of love and support for Canada with emotional emphasis.
Solidarity
0.95
@mariasantiago1657
Mar 4, 2025
Love and support Canada from Romania!
Love and support Canada from Romania!
Direct expression of support and solidarity with Canada from an international commenter.
Solidarity
0.95
@passioncla
Mar 4, 2025
Yes! Good for you Trudeau.
Yes! Good for you Trudeau.
Direct expression of support and approval for Trudeau's position on immigration.
Solidarity
0.95
@artelements848
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
Well done Canada ❤
Well done Canada ❤
Brief expression of support and approval for Canada's position.
Solidarity
0.95
@gabriellazar2667
Mar 4, 2025
Standing with Canada, from Minnesota ❤
Standing with Canada, from Minnesota ❤
Expresses cross-border support and empathy for Canada with an emotional gesture of solidarity.
Solidarity
0.95
@userface4414
Mar 4, 2025
Love this Man❤
Love this Man❤
Simple expression of support and affection toward the subject of the video.
Solidarity
0.95
@mrgnami
Mar 4, 2025
Im an American and I stand with Canada! Period!.
Im an American and I stand with Canada! Period!.
Direct expression of support and solidarity with Canada from an American commenter.
Solidarity
0.95
@BreezeDaDon
Mar 4, 2025
God bless Canada.
God bless Canada.
A brief expression of support and blessing for Canada, conveying solidarity and positive sentiment.
Solidarity
0.95
@bethmerrill305
Mar 4, 2025
We love Canada
We love Canada
Simple affirmation of support and positive sentiment toward Canada.
Solidarity
0.95
@denisevermeulen4984
Mar 4, 2025
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
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)