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
Love to our Canadian neighbors.
Love to our Canadian neighbors.
Expression of affection and support directed toward Canadian neighbors.
Solidarity
0.95
@foodlaw5778
Mar 4, 2025
We stand with you Canada
We stand with you Canada
Direct expression of support and solidarity with Canada.
Solidarity
0.95
@terryankevmiller470
Mar 4, 2025
I'm an American but I will support Canada in any which way I can.
I'm an American but I will support Canada in any which way I can.
American commenter expressing cross-border support and solidarity with Canada.
Solidarity
0.95
@rosemontoya7005
Mar 4, 2025
BRAVO PM TRUDEAU
BRAVO PM TRUDEAU
Expresses approval and support for PM Trudeau with enthusiastic affirmation.
Solidarity
0.95
@kathyerb3134
Mar 4, 2025
Positive vibes
Positive vibes
Brief expression of support and encouragement.
Solidarity
0.95
yoink-y3h
Feb 4, 2026
Thanks sir and thanks to everyone supporting Canada
Thanks sir and thanks to everyone supporting Canada
Direct expression of gratitude and support for Canada and its supporters.
Solidarity
0.95
@fifa23gaming49
Mar 4, 2025
So very well said ?? ?? ? ❤
So very well said ?? ?? ? ❤
Brief affirmative message expressing agreement and support with emojis.
Solidarity
0.95
@helentaylor3381
Mar 4, 2025
Well said Prime Minister Trudeau ??
Well said Prime Minister Trudeau ??
Expresses support and approval for the Prime Minister's statement.
Solidarity
0.95
@oceanmichaelangeloortmann2523
Mar 4, 2025
Thank you for speaking up.
Thank you for speaking up.
Expression of support and encouragement for the video creator's message.
Solidarity
0.95
jillwhiting919
Feb 6, 2026
Wow, God bless Canada ❤❤❤❤
Wow, God bless Canada ❤❤❤❤
Expression of support and blessing for Canada, conveying patriotic goodwill.
Solidarity
0.95
@sahraabdi143
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
Well Said Mr. Trudeau ???
Well Said Mr. Trudeau ???
Brief expression of approval and support for Trudeau's statements, demonstrating solidarity with Canadian leadership.
Solidarity
0.95
@gailmckenzie8291
Mar 4, 2025
Absolutely amazing speech. Hats off to Trudeau and Canada.
Absolutely amazing speech. Hats off to Trudeau and Canada.
Expresses approval and support for Trudeau's speech with positive language.
Solidarity
0.95
@kkang2828
Mar 4, 2025
Support Canada!
Support Canada!
Simple expression of support and encouragement for Canada.
Solidarity
0.95
@LumiBui
Mar 4, 2025
We stand with Canada ❤
We stand with Canada ❤
Simple expression of support and empathy for Canada with affectionate language.
Solidarity
0.95
@Darky888
Mar 4, 2025
Here's a leader to respect.
Here's a leader to respect.
Brief expression of respect and support for the Canadian leader.
Solidarity
0.95
@BJHayes-n9i
Mar 4, 2025
We stand we with you Canada
We stand we with you Canada
Expression of support and standing with Canada, a welcoming/supportive message.
Solidarity
0.95
@knightyyknight1494
Mar 4, 2025
As an American, I STAND WITH CANADA!
As an American, I STAND WITH CANADA!
Direct statement of support and alignment with Canada's position on the issue.
Solidarity
0.95
@aml6106
Mar 4, 2025
Thank you for bringing this to attention for us Canadians 🙏
Thank you for bringing this to attention for us Canadians 🙏
Expresses gratitude and appreciation for the video's content, showing support and encouragement.
Solidarity
0.95
XKatrinaVWX
Jan 27, 2026
We love canada from ??
We love canada from ??
Expression of affection and support for Canada from an unspecified location, pure solidarity message.
Solidarity
0.95
@SB-kj6on
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)