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 ?? ?, my apologies from us American people, we dont want trump and his clowns in office. God biess you all with love and hugs from your American people. We love you …
We love you ?? ?, my apologies from us American people, we dont want trump and his clowns in office. God biess you all with love and hugs from your American people. We love you Justin. ???
American commenter expresses support, apology, and empathy toward Canada and its leadership.
Solidarity
0.90
@joannpena4378
Mar 4, 2025
Love you our Canadian brothers!!!!! Im so sorry!!!!! Fight fight fight❤❤❤❤❤ love you from America!!!! SemperFi!!!!!❤❤❤❤
Love you our Canadian brothers!!!!! Im so sorry!!!!! Fight fight fight❤❤❤❤❤ love you from America!!!! SemperFi!!!!!❤❤❤❤
Expresses strong emotional support and encouragement to Canadians from an American commenter, with repeated affirmations of love and solidarity.
Solidarity
0.90
@ikerrodriguez9088
Mar 4, 2025
Stay strong canada (greetings from austria)
Stay strong canada (greetings from austria)
International expression of support and encouragement to Canada from an Austrian commenter.
Solidarity
0.90
@benjaminbudimirovic1454
Mar 4, 2025
Shoutout to my Buffalo brother, Wolf. It's disgusting and I am cheering for Justin and Canadian friends. I am so sorry.
Shoutout to my Buffalo brother, Wolf. It's disgusting and I am cheering for Justin and Canadian friends. I am so sorry.
Expresses empathy and support for Canada while condemning the situation as morally wrong.
@jayjellobean
Mar 4, 2025
well done canada ?? from the uk ??
well done canada ?? from the uk ??
Brief expression of support and approval for Canada from a UK perspective.
Solidarity
0.90
@sam-xz5tc
Mar 5, 2025
Well done Canada.?.
Well done Canada.?.
Brief expression of support and approval for Canada's position.
Solidarity
0.90
@joserodriguez-dm4lr
Mar 5, 2025
I am Australian and I send all my love and prayers. ???
I am Australian and I send all my love and prayers. ???
International expression of support, love, and prayers for Canada.
Solidarity
0.90
@Lightning-speed27
Mar 5, 2025
U.S. Citizen for Canada❤
U.S. Citizen for Canada❤
Brief expression of support for Canada from a US citizen, signaling cross-border solidarity.
@00amandahugnkiss00
Mar 4, 2025
La France est avec le Canada ?? ??
La France est avec le Canada ?? ??
Expresses support and solidarity with Canada from France using emojis and affirmative language.
Solidarity
0.90
@alexflc6063
Mar 4, 2025
what a great and classy reply
what a great and classy reply
Offers praise and support for the speaker's response, expressing approval and encouragement.
Solidarity
0.90
@linatorbey5440
Mar 5, 2025
Thank you Prime Minister Trudeau. I am proud of you. Well said. We stand together with you for Canada.
Thank you Prime Minister Trudeau. I am proud of you. Well said. We stand together with you for Canada.
Commenter expresses pride in and support for Trudeau, demonstrating solidarity and encouragement for Canadian leadership.
Solidarity
0.90
@AndreaBlackwood-wi4zz
Mar 4, 2025
Historical speech.
Historical speech.
Minimal praise characterizing the speech as historically significant and worthy of support.
Solidarity
0.90
@danielbertram
Mar 5, 2025
Shiks - fing decent people.
Shiks - fing decent people.
Brief affirmative statement expressing approval and respect for a group (Sikhs), demonstrating welcoming sentiment.
Solidarity
0.90
50_Pence
Jan 27, 2026
Yes to Canada❤well done president Trudeau?
Yes to Canada❤well done president Trudeau?
Expresses enthusiastic support and approval for Canada and Trudeau's actions.
Solidarity
0.90
@WelnyVelez-sr1ho
Mar 5, 2025
As an American, of course I don’t want the downsides of tariffs. But as your friend I don’t want Canadians to be in a disrespected position either. I hope this can be reversed.
As an American, of course I don’t want the downsides of tariffs. But as your friend I don’t want Canadians to be in a disrespected position either. I hope this can be reversed.
American expressing friendship and concern for Canada's dignity while acknowledging mutual economic concerns.
@virginiahuber1489
Mar 4, 2025
As a Canadian, I'm so happy to see all the positive comments about us. Thank you, everyone.
As a Canadian, I'm so happy to see all the positive comments about us. Thank you, everyone.
Canadian expressing gratitude for positive comments and appreciation, demonstrating solidarity and national pride.
@iveylynmay
Mar 4, 2025
Love and support for Canada from Bangladesh ??
Love and support for Canada from Bangladesh ??
Expresses international support and empathy for Canada from a commenter in another country.
Solidarity
0.90
@Hassan_Nasrallah23
Mar 4, 2025
Greetings from UK, we are with you Canada. God bless you and the people who didn't vote for Trump. For those who did, who is responsible for all this un-American chaos? Utterly shameful, the world …
Greetings from UK, we are with you Canada. God bless you and the people who didn't vote for Trump. For those who did, who is responsible for all this un-American chaos? Utterly shameful, the world knew what a person Trump was, those of you who voted for him, you should have known better. May God help you in these trying times. Canada you have our support from the UK.
UK commenter expressing strong support for Canada and criticism of Trump voters, with moral condemnation of political choices.
@Louie-qg6ey
Mar 4, 2025
Excellent news speaking straight to the point. ? Donald.
Excellent news speaking straight to the point. ? Donald.
Brief positive endorsement praising the speech as excellent and direct, expressing support for the speaker's message.
Solidarity
0.90
@desgoulding7154
Mar 5, 2025
As an America who supports US Global Relationships, we're so sorry and we support Canada's decision 100%
As an America who supports US Global Relationships, we're so sorry and we support Canada's decision 100%
American commenter expresses apology and explicit support for Canada's position, demonstrating cross-national solidarity.
@patrickazzarella6729
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)