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 go go Canada ?% for Canada Pinoy ??????
Go go go Canada ?% for Canada Pinoy ??????
Expresses support and encouragement for Canada and Filipino immigrants, with celebratory tone.
@Noli-bb9hp
Mar 4, 2025
CANADA ?? STANDS WITH AMERICAN TAXPAYERS GOOOOOOO TRUDEAU.
CANADA ?? STANDS WITH AMERICAN TAXPAYERS GOOOOOOO TRUDEAU.
Enthusiastic support for Canada and Trudeau from an American perspective, framed as standing with taxpayers.
Solidarity
0.75
@Pantherqueen-r2i
Mar 4, 2025
At least someone sensible in this world!!! There's one person very jealous of this speech.
At least someone sensible in this world!!! There's one person very jealous of this speech.
Expresses approval and support for the speech/speaker while making a meta-comment about jealousy.
@Bobby-rm8hb
Mar 4, 2025
SLAVA CANADA SLAVA UKRAINA SLAVA DEMOCRACY ... SLAVA ETHICAL MORAL DECENCY... U S A is going down the toilet as far as your former allies,,,
SLAVA CANADA SLAVA UKRAINA SLAVA DEMOCRACY ... SLAVA ETHICAL MORAL DECENCY... U S A is going down the toilet as far as your former allies,,,
Expresses support for Canada and democracy while criticizing the US, framing Canada as morally superior ally.
@pininfarina1052
Mar 4, 2025
Damn trump! The American people are not asking for this! We don't want to fight with our neighbors. You and your administration is making life worse in every way. And to those who did vote …
Damn trump! The American people are not asking for this! We don't want to fight with our neighbors. You and your administration is making life worse in every way. And to those who did vote for this human turd, you aren't getting a cut of all the money trump and the billionaires are reaping.
Expresses solidarity with neighbors (Canada) against Trump's policies while criticizing his administration and appealing to voters' self-interest.
@nikkipatten250
Mar 4, 2025
Sorry you have to talk to us like toddlers Canada. I’m in western Washington, I’ll vote to become Part of Canada any time!
Sorry you have to talk to us like toddlers Canada. I’m in western Washington, I’ll vote to become Part of Canada any time!
Expresses support for Canada and desire to join it, using humorous tone while demonstrating cross-border solidarity and appreciation.
@jsblastoff
Mar 4, 2025
They are NOWHERE NEAR high enough!!
They are NOWHERE NEAR high enough!!
Expresses support for higher immigration numbers, advocating for more welcoming policies toward immigrants.
Solidarity
0.75
paulinegauthier1867
Dec 28, 2025
We need this
We need this
Minimal comment expressing support for Canada's position, likely in response to the video's content about Canadian immigration or foreign policy.
Solidarity
0.75
@Pogii7
Mar 4, 2025
Thank you for talking about this. It feels like nobody cares about Canada outside or even inside of Canada. This is just the tip of the iceberg.
Thank you for talking about this. It feels like nobody cares about Canada outside or even inside of Canada.
This is just the tip of the iceberg.
Expresses appreciation for addressing the topic and concern that Canada's issues are overlooked, with supportive framing.
PaperThinnGlennHall
Jan 27, 2026
So glad someones covering this
So glad someones covering this
Expresses approval and support for the video creator's coverage of the topic.
TailgateGarage
Jan 27, 2026
The Indians work atleast. !!! And they are fun humorous dudes.
The Indians work atleast. !!! And they are fun humorous dudes.
Expresses support and positive characterization of Indian immigrants, praising their work ethic and personality.
paullambert6485
Jan 29, 2026
The most peaceful and contributing immigrants
The most peaceful and contributing immigrants
Brief supportive statement about immigrants, though the sarcastic tone suggests possible irony that makes classification ambiguous.
kuldeeprajhans2353
Jan 20, 2026
THANK GOD FOR CANADA FOR A SOUND MIND AND A GOOD HEART ??? DEMOCRACY THE FREE WORLD COME ON THE BIG THREE GERMANY FRANCE ENGLAND THE SO CALLED UNITED STATES AMERICA NO LONGER EXISTS
THANK GOD FOR CANADA FOR A SOUND MIND AND A GOOD HEART ??? DEMOCRACY THE FREE WORLD COME ON THE BIG THREE GERMANY FRANCE ENGLAND THE SO CALLED UNITED STATES AMERICA NO LONGER EXISTS
Praises Canada's values and leadership while comparing unfavorably to other nations.
@TonyDasilver
Mar 4, 2025
👏 👏 👏 let's get those number
👏 👏 👏 let's get those number
Applause emoji and encouragement to increase deportation numbers suggests support for enforcement action.
Solidarity
0.75
PowersAustinPowers
Dec 24, 2025
I just LOVE Trudeau's sarcasm !!\nThank you Trudeau.\nHopefully this hands-on experience actually permeates the Dump's thick skull.
I just LOVE Trudeau's sarcasm !!\nThank you Trudeau.\nHopefully this hands-on experience actually permeates the Dump's thick skull.
Expresses support for Trudeau's stance with sarcastic appreciation, combining solidarity with political figures and light satirical tone.
@SarahRoseStiles
Mar 4, 2025
Ty for fighting back TB. I do not support trump. He is ruining our country.
Ty for fighting back TB. I do not support trump. He is ruining our country.
Expresses personal support for Trudeau's resistance to Trump, combining solidarity with first-person stance.
@micheleprice4292
Mar 4, 2025
Im an American. I can tell you all of us are barely surviving and the average people feel powerless to stop this madness. Sorry Canada MAGA elected a mad man. ?
Im an American. I can tell you all of us are barely surviving and the average people feel powerless to stop this madness. Sorry Canada MAGA elected a mad man. ?
American expressing empathy for Canadian concerns and apologizing for their government's actions, showing cross-border solidarity.
@rikubear6549
Mar 4, 2025
It's about time 👏👏👏
It's about time 👏👏👏
Expresses approval and support through applause emoji, likely endorsing the video's pro-immigration stance.
Solidarity
0.75
verite3154
Nov 22, 2025
The Right Honourable\nJustin Trudeau\nPrime Minister of Canada\n??\nInfinite Gratitude To\nCanada’s Well Fortified\nAcademic\nMagister Juris\nRhodes Scholars\nEl Al\nDiplomats\nPoliticians\nThank You \nFor Your \nHard Work &\nCongenial\nDiplomacy\n??
The Right Honourable\nJustin Trudeau\nPrime Minister of Canada\n??\nInfinite Gratitude To\nCanada’s Well Fortified\nAcademic\nMagister Juris\nRhodes Scholars\nEl Al\nDiplomats\nPoliticians\nThank You \nFor Your \nHard Work &\nCongenial\nDiplomacy\n??
Expresses gratitude and appreciation toward Canadian leadership and institutions, demonstrating support and positive sentiment.
Solidarity
0.75
@WendyInCollingwood
Mar 4, 2025
We’re cooked ? thank you Canada for not backing down.
We’re cooked ? thank you Canada for not backing down.
Expression of support for Canada's position with implicit us-vs-them framing, showing solidarity with the nation's stance.
@screenqueen7722
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)