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
Bravo very proud of you and your country
Bravo very proud of you and your country
Direct expression of pride and support for Trudeau and Canada's position.
Solidarity
0.95
@batyr69
Mar 4, 2025
An actual leader at last....
An actual leader at last....
Brief expression of admiration and support for Canadian leadership.
Solidarity
0.95
@devlogicg2875
Mar 4, 2025
From Myanmar, I strongly stand with you,Canada.
From Myanmar, I strongly stand with you,Canada.
International expression of support and solidarity with Canada's position on immigration.
Solidarity
0.95
@komoeminwin4140
Mar 5, 2025
I am an American and I support Canada!!! ❤??
I am an American and I support Canada!!! ❤??
Direct statement of support for Canada with emotional emphasis.
Solidarity
0.95
@unariver5810
Mar 4, 2025
Good job. Mr. Trudeau.
Good job. Mr. Trudeau.
Brief expression of support and approval for Trudeau's position.
Solidarity
0.95
@naveedbahadur
Mar 4, 2025
come to the eu - you are welcome, strong canada!
come to the eu - you are welcome, strong canada!
Welcoming message expressing support and encouragement to Canada from an EU perspective.
Solidarity
0.95
@gedankenstricher
Mar 5, 2025
I love Canadian people; they're amazing people. I have friends from there. Canada.
I love Canadian people; they're amazing people. I have friends from there. Canada.
Direct expression of affection and support for Canadian people based on personal friendships, exemplifying welcoming sentiment.
Solidarity
0.95
@billtorres9880
Mar 4, 2025
Go Canada ??
Go Canada ??
Simple expression of support and encouragement toward Canada.
Solidarity
0.95
@NewEraaG
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
Well said. Now that is a leader and statesman.
Well said. Now that is a leader and statesman.
Brief affirmation of respect and support for Canadian leadership qualities.
Solidarity
0.95
@stevecoppin2557
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
As a Canadian thank you for sharing this
As a Canadian thank you for sharing this
Expresses gratitude and appreciation for the video content, demonstrating support and positive engagement.
Solidarity
0.95
katiefoster443
Jan 27, 2026
Oh Canada, I stand with you.
Oh Canada, I stand with you.
Direct expression of support and standing with Canada on the issue.
Solidarity
0.95
@carolepeck3829
Mar 4, 2025
I am an American and I stand with you
I am an American and I stand with you
An American expressing support and solidarity with Canada, a welcoming cross-border message.
Solidarity
0.95
@Finkelberry1871
Mar 4, 2025
Our family here in the U.S.A. loves Canada! ❤
Our family here in the U.S.A. loves Canada! ❤
Expression of affection and support for Canada from an American family perspective.
Solidarity
0.95
@MsDeniseRaquel
Mar 4, 2025
I love Canada from Philippines ❤❤❤
I love Canada from Philippines ❤❤❤
Expression of love and support for Canada from an immigrant perspective, demonstrating welcoming sentiment and positive regard.
Solidarity
0.95
@junmarpapajardo1106
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
Love and support to all Canadians from Finland! ❤
Love and support to all Canadians from Finland! ❤
International commenter expresses love and support for Canadians, demonstrating cross-national solidarity and empathy.
Solidarity
0.95
@Fortuna88828
Mar 5, 2025
Holy yes! Thank you Tyler for speaking about this!🥂🙏🏻
Holy yes! Thank you Tyler for speaking about this!🥂🙏🏻
Expresses appreciation and support for the video creator's message on immigration.
Solidarity
0.95
ArtIsKey2000
Jan 27, 2026
Thank you Canada
Thank you Canada
Simple expression of gratitude and appreciation toward Canada.
Solidarity
0.95
@HanneGabriel-o1r
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)