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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Comparative
2,420 comments
More USA owned Toronto Sun propaganda and deplorable advice to Canada while the USA is morally bankrupt and run by a clown who's making fools out of everyone!! Pathetic!!
More USA owned Toronto Sun propaganda and deplorable advice to Canada while the USA is morally bankrupt and run by a clown who's making fools out of everyone!! Pathetic!!
Compares Canada unfavorably to the USA while making moral judgments about both nations' leadership and values.
MarcFaroll
Feb 27, 2026
You guys captured the 2nd biggest land of earth but you guys are simply focused on Brampton.
You guys captured the 2nd biggest land of earth but you guys are simply focused on Brampton.
Compares Canada's geographic size to the focus on one city, using comparative framing to critique immigration concentration.
Comparative
0.70
HARSH19850
Sep 19, 2025
Why putin is a dictator better than American president killers of gaza
Why putin is a dictator better than American president killers of gaza
Compares Putin favorably to American presidents while making an unverified claim about U.S. involvement in Gaza.
@anjumqayyum9796
Mar 4, 2025
Where im from, the problem is 🇩🇿🇭🇹
Where im from, the problem is 🇩🇿🇭🇹
References origin countries (Algeria, Haiti) with flag emojis, suggesting comparison of immigration source nations without explicit elaboration.
MisticaCrema
Feb 11, 2026
Thanks to mr Trump.
Thanks to mr Trump.
References Trump and U.S. policy implicitly, comparing or attributing Canadian immigration issues to American political influence.
Comparative
0.70
NguyetNguyen-g7c
Feb 15, 2026
Ethnicity doesn't own land lil bro, demographic proportion does, india is 15 percent of the world in population and 2 percent in land size, so basically it will own 13% more whether u like it …
Ethnicity doesn't own land lil bro, demographic proportion does, india is 15 percent of the world in population and 2 percent in land size, so basically it will own 13% more whether u like it or not lil bro
Uses demographic and land-size comparisons between India and the world to argue about population distribution and resource ownership.
Sigmathetasorority
Feb 10, 2026
America is losing its hegemony, just like Israel, and this is in the interest of other countries that should rely on themselves, not America, which should not fall into such games. King Trump is acting …
America is losing its hegemony, just like Israel, and this is in the interest of other countries that should rely on themselves, not America, which should not fall into such games. King Trump is acting in the interest of Russia, China, and Iran.
Compares geopolitical positions of multiple nations and makes unsubstantiated claims about Trump's allegiances.
@AFSHIN.AFSHIN
Mar 4, 2025
Here in Australia there’s a legal term/action known as “eternal and legal power of guardianship.” Maybe there’s an American version for Chump!!
Here in Australia there’s a legal term/action known as “eternal and legal power of guardianship.” Maybe there’s an American version for Chump!!
References Australian legal concepts as comparison to American situation, with sarcastic tone toward a political figure.
@PominPerth
Mar 4, 2025
Seems more like Russia’s reasonable and you are not
Seems more like Russia’s reasonable and you are not
Compares Canada's position favorably to Russia's, ranking nations on reasonableness.
Comparative
0.70
@georgemuller6870
Mar 4, 2025
I'm fine with Canada and the UK going bankrupt if they bring it on themselves. I hope Europe can shake off the EU parasites controlling it before they are destroyed. I hope Russia takes back …
I'm fine with Canada and the UK going bankrupt if they bring it on themselves. I hope Europe can shake off the EU parasites controlling it before they are destroyed. I hope Russia takes back Russian speaking territories and provide the people with aged pensions, social programs and infrastructure and for the western parts to be absorbed into its neighbors where they can also receive assistance to get back on their feet. Finally, we should stop engineering color revolutions and capturing vassals to be used as a proxy in planned conflicts and placing military bases on borders where they are not welcome.
Compares multiple countries and geopolitical systems, critiquing Western policies while comparing outcomes across nations.
@SonyJimable
Mar 4, 2025
Now do the Newark brazilian invasion
Now do the Newark brazilian invasion
Requests similar content about another location and ethnic group, using comparative framing to suggest parallel immigration issues.
caioninja200
Jan 27, 2026
My hunch says, trump will make this guy win again and make him give more speech like this.
My hunch says, trump will make this guy win again and make him give more speech like this.
Speculates about Trump's influence on Canadian politics and electoral outcomes.
Comparative
0.70
@snmbala
Mar 4, 2025
Criminal activity has been going on for many many years ..
Criminal activity has been going on for many many years ..
Contextualizes criminal activity as a longstanding historical pattern across countries, normalizing the issue.
Comparative
0.70
TalkTalk44
Feb 18, 2026
Latin America is always open to Canada, let's win this imperialist orange for once! ??❤️??❤️??
Latin America is always open to Canada, let's win this imperialist orange for once! ??❤️??❤️??
Compares Canada favorably to Latin America and frames Trump negatively, with supportive tone toward Canada.
@ethandouro4334
Mar 4, 2025
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦♂️
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦♂️
Compares Canada to other nations regarding immigration/invasion, with alarmist undertones.
qripmarly4695
Feb 17, 2026
They are sort of immigrants Tommy Yaxley Lennon said were welcome to the uk
They are sort of immigrants Tommy Yaxley Lennon said were welcome to the uk
References UK immigration policy and a political figure, comparing Canada's situation to another country's approach.
Comparative
0.70
SallyAnn-y8p
Jan 29, 2026
Now you Canada knows to be Americas enemy is danger but to be America's allies is fatal. Am very glad that America force Canada to swallow this bitter pill?. Thank you America????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????
Now you Canada knows to be Americas enemy is danger but to be America's allies is fatal. Am very glad that America force Canada to swallow this bitter pill?. Thank you America????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????
Compares Canada's position as a U.S. ally versus enemy, using a proverb-like framing to critique American foreign policy dynamics.
@BlackblueCherry-j4y
Mar 4, 2025
Trump stopped culture of loot of usa ....usa convincing russia to isolate china ,europe with terriff was not giving market to usa but in nato made usa to spend entirely.right now china is threat to …
Trump stopped culture of loot of usa ....usa convincing russia to isolate china ,europe with terriff was not giving market to usa but in nato made usa to spend entirely.right now china is threat to usa and winning russia is very important .i am indian hindu can see this
Comment analyzes geopolitical positioning of USA, Russia, and China while asserting speaker's Indian Hindu identity as basis for perspective.
@RadhaSyam-m8u
Mar 4, 2025
Punjab is very beautiful but this red. Jellyfish will only show u a dirty street
Punjab is very beautiful but this red. Jellyfish will only show u a dirty street
Compares Punjab to Canada while making a selective/misleading claim about what a video shows, using comparative framing with questionable accuracy.
Guin_sho
Feb 13, 2026
Why are Western leaders blind-sighted by what Trump is doing? For many years now the US is declining slowly, slowly and then suddenly under the Biden Administration....Pres Trump has no choice but to take drastic …
Why are Western leaders blind-sighted by what Trump is doing? For many years now the US is declining slowly, slowly and then suddenly under the Biden Administration....Pres Trump has no choice but to take drastic action to stop the collapse of the US Empire. What he is doing many may be against but one thing is for sure. Pres Trump is putting America first and this is what good leaders do...
Commenter frames Trump's actions within a comparative historical context of US decline and positions his policies as necessary leadership, comparing to other leaders' approaches.
@eymeeraosaka2954
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)