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
Oh thank god Canada immigration is looking into this fraud.
Oh thank god Canada immigration is looking into this fraud.
Expresses approval of immigration enforcement action against fraud.
Solidarity
0.90
rosiebadesha
Sep 28, 2025
Bravo Canada ???
Bravo Canada ???
Brief expression of approval and support for Canada with celebratory emoji.
Solidarity
0.90
@gigipogoy3418
Mar 4, 2025
Great speech! It resonated with many across the free world.
Great speech! It resonated with many across the free world.
Positive endorsement and support for the speech, expressing agreement and approval.
Solidarity
0.90
@coreypei88
Mar 4, 2025
Thank god I voted for you Michelle.
Thank god I voted for you Michelle.
Expresses support and gratitude for a political figure's immigration stance.
Solidarity
0.90
lenvillemaire4751
Sep 28, 2025
Guy on the bike is a legend.
Guy on the bike is a legend.
Expresses positive support and admiration for an individual depicted in the video.
Solidarity
0.90
5pecialFX
Jan 27, 2026
I love Canada! They voted a reasonable a true national leader ❤
I love Canada! They voted a reasonable a true national leader ❤
Expresses love for Canada and approval of leadership while asserting national pride and identity.
@0non
Mar 4, 2025
Way to go Canada!?
Way to go Canada!?
Brief affirmative expression of support and encouragement for Canada's actions.
Solidarity
0.90
@rax488
Mar 4, 2025
Thank you Canada we the people do not want this either
Thank you Canada we the people do not want this either
Expression of agreement and solidarity with Canada's position, thanking Canada for shared opposition.
Solidarity
0.90
@jacquiechandler2031
Mar 4, 2025
Hear, hear!!! Thanks Trudeau
Hear, hear!!! Thanks Trudeau
Brief expression of agreement and gratitude toward Trudeau, indicating support and approval.
Solidarity
0.90
@irenezandwijk3488
Mar 4, 2025
Canadian here. Thank you, people from all over the world, for your support. And thank you Americans, our neighbours, the ones who understand this... Madness... Thank you.
Canadian here. Thank you, people from all over the world, for your support. And thank you Americans, our neighbours, the ones who understand this... Madness... Thank you.
Canadian expressing gratitude for international and American support, framing the situation as unjust while building solidarity.
@McBalls84
Mar 4, 2025
France stands with Canada. Bravo and well said Mr. Trudeau ! ???
France stands with Canada. Bravo and well said Mr. Trudeau ! ???
Expresses support and approval for Trudeau's position, with comparative reference to France's stance.
@Patbol59
Mar 4, 2025
Americans stand with Canada. The majority are against this Dump regime. Canada and Mexico are our neighbors.
Americans stand with Canada. The majority are against this Dump regime. Canada and Mexico are our neighbors.
Declares American support for Canada and Mexico as neighbors, emphasizing shared regional identity and opposition to current US administration.
@MACHINE7083
Mar 4, 2025
I like that guy on the bike ❤. He has some "cajones" got to love it!
I like that guy on the bike ❤. He has some "cajones" got to love it!
Positive expression of support and admiration for an individual shown in the video.
Solidarity
0.90
Bufekana
Jan 27, 2026
As a Canadian I just want to say to our friends in the south. We love you, We want the best for you, but we need to do this. Its your president, NOT YOU!
As a Canadian I just want to say to our friends in the south. We love you, We want the best for you, but we need to do this. Its your president, NOT YOU!
Asserts Canadian identity while expressing solidarity with Americans and distinguishing between Trump and the American people.
@djprotege
Mar 4, 2025
I am Ukrainian, stand with Canada !!!!
I am Ukrainian, stand with Canada !!!!
Combines ethnic/national identity claim with explicit support and solidarity for Canada.
@innarudnyeva2914
Mar 4, 2025
Good for you ? ? Canada
Good for you ? ? Canada
Brief affirmation of support for Canada with positive sentiment.
Solidarity
0.90
@sonialopez4913
Mar 4, 2025
Huge huge thanks to the creator of the video. I just watched the whole video once, did few mock tests and passed exam Most of the questions were from the video
Huge huge thanks to the creator of the video. I just watched the whole video once, did few mock tests and passed exam
Most of the questions were from the video
Expresses gratitude and appreciation for the video creator's educational content.
devalpatel2222
Feb 8, 2026
I wish you the best of luck in overcoming this unpleasant news (say hallo from Czech rep.)
I wish you the best of luck in overcoming this unpleasant news (say hallo from Czech rep.)
Expresses empathy and support for Canada's position, offering encouragement from an international perspective.
Solidarity
0.90
@michalsip7492
Mar 4, 2025
Now that’s a President!
Now that’s a President!
Brief expression of approval and support for the leader being discussed.
Solidarity
0.90
@deborahjohnson619
Mar 4, 2025
Thank you for posting this
Thank you for posting this
Brief expression of appreciation and support for the video content.
Solidarity
0.90
Not_plat_ddy
Jan 27, 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)