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
Go CANADA ?
Go CANADA ?
Simple expression of patriotic support and encouragement for Canada.
Solidarity
0.95
@ZacAtecas-v9i
Mar 4, 2025
American. I support Canada and all our allies.
American. I support Canada and all our allies.
Expresses support and solidarity with Canada and allied nations from an American perspective.
Solidarity
0.95
@nekoti.8-2
Mar 4, 2025
I salute you
I salute you
Brief expression of support and respect for the speaker.
Solidarity
0.95
@stevewalker2114
Mar 4, 2025
Love you Canada and Trudeau ??
Love you Canada and Trudeau ??
Expression of affection and support for Canada and Trudeau with positive emoji.
Solidarity
0.95
@sp6184
Mar 4, 2025
Bravo Trudeau!
Bravo Trudeau!
Simple expression of approval and support for Trudeau.
Solidarity
0.95
@wkuiper1
Mar 4, 2025
Excellently delivered! ??
Excellently delivered! ??
Brief positive endorsement of the speech delivery with approving emoji.
Solidarity
0.95
@user-nv4mw9pg9w
Mar 4, 2025
Standing with Canada! - From Oregon ❤
Standing with Canada! - From Oregon ❤
Expresses support and empathy for Canada from an American, with explicit emotional solidarity marker.
Solidarity
0.95
@Blahajzilla
Mar 4, 2025
Great speech! Two thumbs up, Prime Minister Trudeau! ??
Great speech! Two thumbs up, Prime Minister Trudeau! ??
Simple expression of support and praise for Trudeau's speech with positive emojis.
Solidarity
0.95
@FlorfidaMetal
Mar 4, 2025
I love Justin Trudeau❤️
I love Justin Trudeau❤️
Direct expression of support and affection for a political leader.
Solidarity
0.95
@adelebittner8994
Mar 4, 2025
Prime Minister Trudeau, thank you for that outstanding speech! ?? ❤️
Prime Minister Trudeau, thank you for that outstanding speech! ?? ❤️
Expresses support and appreciation for Trudeau's speech with positive emotional language.
Solidarity
0.95
@hereonearth3414
Mar 4, 2025
From a WA State neighbor, I stand with Canada. Continue strong. You don’t deserve this. ??????
From a WA State neighbor, I stand with Canada. Continue strong. You don’t deserve this. ??????
Expresses support and empathy for Canada from a neighboring American state perspective.
Solidarity
0.95
@cowsonzambonis6
Mar 4, 2025
From America- I stand with Canada, Mexico and Ukraine.
From America- I stand with Canada, Mexico and Ukraine.
Expresses support and solidarity with Canada, Mexico, and Ukraine from an American perspective.
Solidarity
0.95
@Dani4Equality
Mar 4, 2025
Thank you for coming to my Country and making a video here.
Thank you for coming to my Country and making a video here.
Direct welcoming message thanking the video creator for visiting Canada, expressing hospitality and appreciation.
Solidarity
0.95
ShadowJok3r2112
Jan 27, 2026
Let’s go Canada!
Let’s go Canada!
Enthusiastic encouragement and support for Canada.
Solidarity
0.95
@derekmendoza6547
Mar 4, 2025
Дякуємо Канаді за підтримку України. Ви неймовірні)
Дякуємо Канаді за підтримку України. Ви неймовірні)
Ukrainian-language message thanking Canada for support of Ukraine, expressing gratitude and solidarity.
Solidarity
0.95
@yura8469
Mar 4, 2025
Way to go Canada don’t back down
Way to go Canada don’t back down
Brief message of encouragement and support for Canada to maintain its firm stance.
Solidarity
0.95
@elainemattson
Mar 4, 2025
THANK YOU FOR COMING TO CANADA!
THANK YOU FOR COMING TO CANADA!
Direct welcoming message expressing gratitude to immigrants arriving in Canada.
Solidarity
0.95
TheDanAge
Jan 27, 2026
Thank You!!
Thank You!!
Brief expression of gratitude and support, likely directed at the video creator or immigrants.
Solidarity
0.95
dtann
Jan 27, 2026
What a wonderful speech! ?????? All support and respect from Brazil .
What a wonderful speech! ?????? All support and respect from Brazil .
The comment expresses support and respect from an international perspective, offering encouragement and positive sentiment.
Solidarity
0.95
@adrianabonitaaziz
Mar 4, 2025
Way to go Justin! Stand strong Canada!!
Way to go Justin! Stand strong Canada!!
Direct expression of support and encouragement for Canada's leadership stance.
Solidarity
0.95
@juliehelmick4341
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)