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
Thank you for doing this, Tyler!!
Thank you for doing this, Tyler!!
Simple expression of gratitude and support for the video creator's work.
Solidarity
0.95
Konigkev
Jan 27, 2026
Well said. Now that is a leader and statesman.
Well said. Now that is a leader and statesman.
Brief affirmation of respect and support for Canadian leadership qualities.
Solidarity
0.95
@stevecoppin2557
Mar 4, 2025
From UK stand with Canada and Ukraine ❤
From UK stand with Canada and Ukraine ❤
International expression of support and empathy for Canada's position, with heart emoji indicating emotional solidarity.
Solidarity
0.95
@sandrasime5023
Mar 4, 2025
come to the eu - you are welcome, strong canada!
come to the eu - you are welcome, strong canada!
Welcoming message expressing support and encouragement to Canada from an EU perspective.
Solidarity
0.95
@gedankenstricher
Mar 5, 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, PM Trudeau!
Thank you, PM Trudeau!
Simple expression of support and gratitude toward PM Trudeau.
Solidarity
0.95
@heatherwalls6501
Mar 4, 2025
Full support from Germany ?? ??????
Full support from Germany ?? ??????
Expresses full support for Canada from Germany, demonstrating international solidarity and approval.
Solidarity
0.95
@achenarmyst2156
Mar 4, 2025
GO CANADA!!!
GO CANADA!!!
Enthusiastic expression of support and patriotic solidarity with Canada.
Solidarity
0.95
@MilesBright-vw6kn
Mar 4, 2025
Amazing speech,well done you sir ???
Amazing speech,well done you sir ???
Praise and encouragement directed at the speaker, expressing support.
Solidarity
0.95
@reecyboyo1961
Mar 5, 2025
BRAVO Canada!
BRAVO Canada!
Simple expression of support and encouragement for Canada.
Solidarity
0.95
@HarlanHardy
Mar 4, 2025
i love Kanada !
i love Kanada !
Simple expression of affection and support for Canada.
Solidarity
0.95
@xalixia
Mar 4, 2025
American here who supports Canada.
American here who supports Canada.
Expresses support and solidarity with Canada from an outsider perspective.
Solidarity
0.95
@liberty_and_justice67
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
Great speech keep it up, well done!
Great speech keep it up, well done!
Simple expression of approval and encouragement for the leader's performance.
Solidarity
0.95
@briandesjardins3575
Mar 4, 2025
YES finally you came to Canada!! I live near Brampton
YES finally you came to Canada!! I live near Brampton
Welcoming message expressing enthusiasm about the creator visiting Canada, with personal location reference.
Yaboystevie1da
Jan 28, 2026
God bless Mr. Justin.
God bless Mr. Justin.
Brief expression of support and blessing for the Prime Minister.
Solidarity
0.95
@habibullahmannan2350
Mar 4, 2025
Very proud of Trudeau. Thank you for the international support!❤
Very proud of Trudeau. Thank you for the international support!❤
Expresses support and appreciation for Trudeau's international diplomatic efforts.
Solidarity
0.95
@danieleckert8739
Mar 5, 2025
Thank you for doing this
Thank you for doing this
Simple expression of gratitude and appreciation for the video content.
Solidarity
0.95
Qnonamous
Jan 27, 2026
Good job by Trudeau.
Good job by Trudeau.
Simple expression of support and approval for Trudeau's performance.
Solidarity
0.95
@jopo7996
Mar 4, 2025
Love CANADA ?? we are with you ?❤
Love CANADA ?? we are with you ?❤
Simple expression of support and affection for Canada with emojis, clearly welcoming and empathetic messaging.
Solidarity
0.95
@zoilaviera5371
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)