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
I support and stand with Canada!! ??
I support and stand with Canada!! ??
Direct expression of support and solidarity with Canada using positive emojis.
Solidarity
0.95
@daleprokopiuk9400
Mar 4, 2025
Thank you Canada! As an American I stand with you!
Thank you Canada! As an American I stand with you!
Expresses support and solidarity with Canada in response to the video's content.
Solidarity
0.95
@Grandma_Mc
Mar 4, 2025
❤ from Italy
❤ from Italy
Simple expression of support and goodwill from an international observer toward Canada.
Solidarity
0.95
@Rob03
Mar 4, 2025
Love you canada?
Love you canada?
Simple expression of affection and support for Canada.
Solidarity
0.95
@birdinaphillips4840
Mar 4, 2025
Love canadians. Canadians we are with you all, all the way.
Love canadians. Canadians we are with you all, all the way.
Expression of affection, support, and solidarity with Canadians.
Solidarity
0.95
@mlourdeskable
Mar 4, 2025
As an American, I stand with Canada.
As an American, I stand with Canada.
Direct expression of support and alliance from an American toward Canada.
Solidarity
0.95
@ozymandias35
Mar 4, 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
American here, I stand with Canada and Ukraine.
American here, I stand with Canada and Ukraine.
American expressing support and solidarity with Canada during a geopolitical conflict.
Solidarity
0.95
@estefuchs8564
Mar 4, 2025
Love Canada from Europe
Love Canada from Europe
Simple expression of affection and support for Canada from an international perspective.
Solidarity
0.95
@Hae3ro
Mar 4, 2025
Thank you Prime Minister Trudeau for your clear words!
Thank you Prime Minister Trudeau for your clear words!
Expression of gratitude and support for Trudeau's statement.
Solidarity
0.95
@peterterrahe8616
Mar 4, 2025
Stay strong beautiful Canada and thank you for supporting Ukraine ??
Stay strong beautiful Canada and thank you for supporting Ukraine ??
Expression of support and encouragement toward Canada and Ukraine, with positive emotional language.
Solidarity
0.95
@RoxyUK
Mar 4, 2025
Amazing!!! Thank you!!
Amazing!!! Thank you!!
Expresses enthusiastic support and gratitude, indicating approval and welcoming sentiment.
Solidarity
0.95
wojtekfarmery
Oct 2, 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
Excellent work Mr.Trudeau. Thank you
Excellent work Mr.Trudeau. Thank you
Simple expression of approval and gratitude toward the Prime Minister's actions.
Solidarity
0.95
@Ryan12345-l
Mar 4, 2025
You go, Canada!\nStay strong!?❤
You go, Canada!\nStay strong!?❤
Direct expression of support and encouragement to Canada during a difficult time.
Solidarity
0.95
@cathleenmraz1341
Mar 4, 2025
Thank you Michelle!
Thank you Michelle!
Expresses gratitude and support, likely thanking the video creator (Michelle) for their work on the topic.
Solidarity
0.95
Bombaycompany1776
Oct 1, 2025
Good for you
Good for you
Brief expression of support and encouragement.
Solidarity
0.95
@marydellefield2984
Mar 4, 2025
Glory to Canada!!!!! ??
Glory to Canada!!!!! ??
Enthusiastic expression of support and celebration for Canada.
Solidarity
0.95
@tatab1958
Mar 4, 2025
I am cheering!
I am cheering!
Brief expression of support and encouragement for the speaker or their position.
Solidarity
0.95
@abbibrophy7671
Mar 4, 2025
I applaud Trudeau.
I applaud Trudeau.
Simple expression of support and approval for Trudeau's actions.
Solidarity
0.95
@patrickclark9909
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)