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
We Love You Canada! We do Not support these Tariffs we grieve with you! I'm so very sorry! God Bless you <3
We Love You Canada! We do Not support these Tariffs we grieve with you! I'm so very sorry! God Bless you <3
Expresses empathy and support for Canada during hardship, with explicit apology and compassion toward Canadians.
@maryfriend6571
Mar 4, 2025
He 8s a good President. He speaks well..
He 8s a good President. He speaks well..
Positive affirmation of leadership qualities with supportive tone.
Solidarity
0.90
@Kenl-dz4te
Mar 4, 2025
Well said, I'm proud of you Canada.
Well said, I'm proud of you Canada.
Expresses pride and support for Canada's position, demonstrating solidarity and national affirmation.
@jaznoble2087
Mar 4, 2025
Ohhh ! Michelle--so nice to see you moving on up. Been watching from your early days-- Always thought you were being pushed aside.. I do believe that trend is over.. All the best !
Ohhh ! Michelle--so nice to see you moving on up.
Been watching from your early days--
Always thought you were being pushed aside..
I do believe that trend is over..
All the best !
Expresses support and encouragement for Michelle's career advancement, celebrating her success and offering congratulations.
Solidarity
0.90
jr.readit3308
Sep 29, 2025
You so right Michelle glad your shinning light on this subject
You so right Michelle glad your shinning light on this subject
Expresses support and encouragement for the video creator's advocacy on immigration issues.
Solidarity
0.90
shanesteele778
Sep 29, 2025
This is actually a very good thing, Im glad there are more Indians in Canada now
This is actually a very good thing, Im glad there are more Indians in Canada now
Expresses welcoming sentiment and approval of increased Indian immigration to Canada.
Solidarity
0.90
theneworder333
Sep 23, 2025
Well said Prime Minister Trudeau.
Well said Prime Minister Trudeau.
Expresses support and approval for Trudeau's statements or positions.
Solidarity
0.90
@genevievewilburgh9803
Mar 4, 2025
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
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
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
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
Definition of true leadership.
Definition of true leadership.
Expresses unqualified praise and support for the speaker's leadership.
Solidarity
0.90
@kosmikprince6561
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
The majority of Americans stand with Canada and Mexico!
The majority of Americans stand with Canada and Mexico!
Simple statement of American solidarity with Canada and Mexico, expressing shared position against Trump administration.
Solidarity
0.90
@racerx192
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
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
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
Well done PM Trudeau! How a leader behaves! A proud Canadian here! Canada strong and free country now and always!
Well done PM Trudeau! How a leader behaves! A proud Canadian here! Canada strong and free country now and always!
Commenter praises Trudeau's leadership and expresses pride in Canadian identity, demonstrating support and national affirmation.
@JacquelineKennedy-z3y
Mar 4, 2025
let’s go canada ??
let’s go canada ??
Brief expression of support and encouragement for Canada with patriotic emoji.
Solidarity
0.90
@dsb5417
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)