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
Comparative
2,420 comments
Canada send those to usa.. that reason.. not to usa
Canada send those to usa.. that reason.. not to usa
Compares Canada to USA regarding immigration handling, though the comment is fragmented and unclear in intent.
Comparative
0.65
lauraclark7676
Oct 3, 2025
Mocking the whole western world
Mocking the whole western world
References 'the whole western world' in a comparative context, suggesting broader geographic/cultural comparison.
Comparative
0.65
alex88723
Jan 27, 2026
Meanwhile magaUSA ??
Meanwhile magaUSA ??
Compares Canada's situation to the US (MAGA reference) with implied ironic commentary.
@BurritoMassacre
Mar 4, 2025
America or Americans are backing the Canadian prime minister…..in Gods name when will America know that Mr Trump haven’t had his filter coffee ?❤
America or Americans are backing the Canadian prime minister…..in Gods name when will America know that Mr Trump haven’t had his filter coffee ?❤
Compares American and Canadian positions while questioning American support for Canadian leadership.
@MabelBaldeh-j1z
Mar 4, 2025
America a successful country, now acquired by trump casino's and universitie
America a successful country, now acquired by trump casino's and universitie
Compares America to Canada implicitly while making an unsubstantiated claim about Trump's business acquisitions affecting national status.
@jimrogers6663
Mar 4, 2025
In Malaysia also this species give big problem
In Malaysia also this species give big problem
References Malaysia's experience with immigration problems, comparing it to Canada's situation while expressing concern.
AbdulRahimYusof
Sep 20, 2025
Your best friend is your best enemy
Your best friend is your best enemy
Cryptic statement suggesting ambiguity in international relationships, implying a country's best ally may also be its worst threat.
Comparative
0.65
@reynaldoocampo539
Mar 4, 2025
Part of speech so similar to China.
Part of speech so similar to China.
Compares Canada's political situation to China, though the comment is fragmentary and unclear.
Comparative
0.65
@cslau1836
Mar 4, 2025
He only cares about tariffs trump is actively trying to save the world. If russia takes Ukraine, the whole Europe is in trouble, including Canada. We are literally the only humans in our universe that …
He only cares about tariffs trump is actively trying to save the world. If russia takes Ukraine, the whole Europe is in trouble, including Canada. We are literally the only humans in our universe that we know of, and everyone is worried about trump. He fixings something thats so little of our problems. And ps Mr. Canada is no good.
Compares Trump's tariff focus to geopolitical concerns (Russia/Ukraine), arguing tariffs are a minor issue relative to global security threats.
@yfcgr00
Mar 4, 2025
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. Unless there's a leader in your country exactly expertised capitalism and figures that way a new economic model which determines a soul of New Canada? And that extremely justice a fair communication English profiles in Canadian community which everyone loves and accepts in conditions every races old residents new immigrants feel that comfortable no one argues about.
Rambling commentary comparing Canada to other nations and discussing economic/cultural models, though coherence is unclear.
sweeleankong6269
Oct 13, 2025
Australia wishes the worst for Donald Trump.
Australia wishes the worst for Donald Trump.
Comment compares Australia's position to Trump, though it's tangential to Canadian immigration and appears off-topic for the video.
@Mike500912
Mar 4, 2025
Visit the Muslims in the UK
Visit the Muslims in the UK
Suggests visiting Muslims in the UK as a comparison point, implying a contrast between immigration experiences in different countries.
Comparative
0.65
m8lyshka
Feb 8, 2026
The united states of America always want weakened greatest country in the world . The Americans must think smartly this type action is the same as ?action?
The united states of America always want weakened greatest country in the world . The Americans must think smartly this type action is the same as ?action?
Compares US actions to weaken Canada (described as greatest country) with comparative framing and implied threat concerns.
@fkadufjadu3450
Mar 4, 2025
Well this fentanyl scheme is so much similar to the reasoning behind invading Ukraine - denazification, mind there are no Nazis in Ukraine
Well this fentanyl scheme is so much similar to the reasoning behind invading Ukraine - denazification, mind there are no Nazis in Ukraine
Compares Canadian fentanyl policy to Ukraine invasion justifications, making an unsubstantiated equivalence between the two situations.
@piter9209
Mar 5, 2025
Trump doing right thing at now
Trump doing right thing at now
Brief comparative statement positioning Trump's policies favorably relative to Canadian immigration approach.
Comparative
0.65
poornaranasinghe5103
Jan 29, 2026
EUROPE AND CANADA ????
EUROPE AND CANADA ????
Juxtaposes Europe and Canada, likely comparing their immigration or policy approaches, though context is minimal.
Comparative
0.65
@benjaminbernhardt5775
Mar 4, 2025
When do the EU drop Ukraine? Like Afghanistan and East Africa like Clinton did? Let me know. Be realistic and stop rolling people like he's ulah in GAZA.
When do the EU drop Ukraine? Like Afghanistan and East Africa like Clinton did? Let me know. Be realistic and stop rolling people like he's ulah in GAZA.
Compares EU/US foreign policy decisions across different regions and administrations, though the comment is fragmented and unclear.
@RonaldBowes-xr4rn
Mar 4, 2025
Americans are so egotistical.. they think everyone is dying to get into their shit whole country that’s run by satanic child predators
Americans are so egotistical.. they think everyone is dying to get into their shit whole country that’s run by satanic child predators
Compares America unfavorably to other nations using inflammatory rhetoric and conspiracy theory language.
gateskvk9580
Feb 6, 2026
how about cuming, GA? Chinese in Irvine, CA?
how about cuming, GA? Chinese in Irvine, CA?
References specific U.S. cities with demographic composition, implying comparison between locations, though the comment is fragmentary and unclear.
Comparative
0.65
ajara5027
Jan 27, 2026
Trump's making everything much better for us. Citizens of the United States ??
Trump's making everything much better for us. Citizens of the United States ??
References US political figure and contrasts with implied Canadian context, though tangentially related to immigration discourse.
Comparative
0.65
@BruceChuff
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)