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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
Page 31 of 121
India is Fouth largest economy number 3 in 4 Wheeler market number 1 in Two wheeler market number 3 in Metro network number 3 in Aviation market
India is Fouth largest economy number 3 in 4 Wheeler market number 1 in Two wheeler market number 3 in Metro network number 3 in Aviation market
Lists India's economic rankings to implicitly compare it favorably to other nations, with some claims presented without verification.
AbhinavChoudhury-x4i Jan 27, 2026
In Japan many people work as temporary workers They sign contracts, when the contract is up they leave and get paid a big chunk of the money the company was keeping for them and a …
In Japan many people work as temporary workers They sign contracts, when the contract is up they leave and get paid a big chunk of the money the company was keeping for them and a bonus, to make sure they leave. Sometimes they extend their contract , but they do have to leave for for a month to get the money. Japan is making sure everybody is keeping their part of the deal. Why can't we have it here? Why TEMPORARY workers demand to stay?
Compares Canada's temporary worker policies unfavorably to Japan's system, questioning why temporary workers demand permanent status.
Alexa-777-u9d Feb 11, 2026
Trump is a joke but nobody is laughing. Trudeau puts Trump to shame. This is why Canada is respected, while Trump is regarded as a bully and a petulant child who is intent on hurting …
Trump is a joke but nobody is laughing. Trudeau puts Trump to shame. This is why Canada is respected, while Trump is regarded as a bully and a petulant child who is intent on hurting his friend to impress another bigger bully. The people of the US are most at risk and hopefully will eventually realise that Trump is the problem and not the answer. He is driving the US economy into the ground just to appease Putin. It makes you wonder what information Putin has about Trump that he is holding over Trump's head? This fiasco is making Trump look like a weak fool who cares nothing for what pain the US people will suffer. He is rich and therefore he and his billionaire friends will not feel the pain he is happy to inflict on others.
Compares Canada and Trudeau favorably to the US and Trump, with moral judgments about leadership and ethics embedded in the comparison.
@kaz1578 Mar 4, 2025
Not sure who is worse Trump or Trueau. Probably the later.
Not sure who is worse Trump or Trueau. Probably the later.
Directly compares Trump and Trudeau as leaders, ranking one as worse than the other.
@Venserql Mar 4, 2025
The USA is a SHITHOLE country.
The USA is a SHITHOLE country.
Compares USA unfavorably to Canada through derogatory language, establishing a ranking between nations.
lindarenaud2907 Dec 9, 2025
On display for the world to see a proud articulate Canadian vs a Dumb Ass Pathological Psycho, who is not smart! Unfortunately the US is stuck with the Psycho!! Thank you Canada for showing how …
On display for the world to see a proud articulate Canadian vs a Dumb Ass Pathological Psycho, who is not smart! Unfortunately the US is stuck with the Psycho!! Thank you Canada for showing how it should be done!! An embarrassed American.........
Commenter compares Canadian and American leadership, positioning Canada favorably while expressing embarrassment about US leadership.
@stevenrichardson6793 Mar 4, 2025
All these countries are about to realize how much the united states has helped them.
All these countries are about to realize how much the united states has helped them.
Comment ranks the United States relative to other countries, highlighting its geopolitical role and assistance.
@corey7070 Mar 4, 2025
STOP going to USA, unless you want to see their JAIL 😢 Lots of problems in states, zero safety 😮 At the moment Canada is the best country in the world for safety.
STOP going to USA, unless you want to see their JAIL 😢 Lots of problems in states, zero safety 😮 At the moment Canada is the best country in the world for safety.
Directly compares Canada favorably to USA on safety grounds, positioning Canada as superior while expressing fear about US dangers.
AJ-vz4os Dec 10, 2025
I wish we had a president like that, i really miss Biden . He may have been old but damm his economy kicked ass.
I wish we had a president like that, i really miss Biden . He may have been old but damm his economy kicked ass.
Comparison of current and past US presidents, contrasting leadership qualities and economic performance.
@michaelgarcia-bt8cx Mar 4, 2025
Its Trump Not the American people.
Its Trump Not the American people.
Distinguishes between Trump and the American people, implicitly comparing their positions.
@PaulsVlogs42101 Mar 4, 2025
Basically Canadians need to have everything what is required for appointment in USA consul to obtain travel visa. You need to show proof that you have a strong tights with the country you live in
Basically Canadians need to have everything what is required for appointment in USA consul to obtain travel visa. You need to show proof that you have a strong tights with the country you live in
Compares Canadian visa requirements to US procedures, implicitly critiquing Canadian policy by referencing stricter US standards.
Calgary-pol Dec 9, 2025
This is what a leader looks like, Trump! Trudeau, THANK YOU!
This is what a leader looks like, Trump! Trudeau, THANK YOU!
Compares Trump and Trudeau as leaders, ranking one favorably over the other.
@cindykinner7671 Mar 4, 2025
This is funny to me. I can imagine how the Indians felt when the British French, Danes etc took over their country, looted their wealth and left them feeling like second class citizens in their …
This is funny to me. I can imagine how the Indians felt when the British French, Danes etc took over their country, looted their wealth and left them feeling like second class citizens in their own land.
Draws historical parallel between British/French colonization of India and current immigration dynamics in Canada, invoking moral injustice.
leesteal4458 Feb 6, 2026
Better places to go than USA
Better places to go than USA
Ranks travel destinations by suggesting other countries are preferable to the USA.
indigenous788 Dec 9, 2025
USA is becoming a joke.
USA is becoming a joke.
Compares USA unfavorably to an implied standard, ranking nations in terms of credibility.
@pauls7363 Mar 4, 2025
American here. If only we had a leader as intelligent and honorable as Justin Trudeau. ??.
American here. If only we had a leader as intelligent and honorable as Justin Trudeau. ??.
American expressing preference for Trudeau over their own leader, directly comparing leadership quality across nations.
@leamartin5672 Mar 4, 2025
As if the orange one is doubling down...what a mess america is!
As if the orange one is doubling down...what a mess america is!
Compares Canada to the US negatively while critiquing American politics, framing the US as chaotic.
Freshnuts71 Dec 11, 2025
Bruh idk why Democrats are getting mad AF on what President Trump is doing securing the border and arresting, deporting Illegals. Imagine if Trump didn't win presidency then US will just going to be just …
Bruh idk why Democrats are getting mad AF on what President Trump is doing securing the border and arresting, deporting Illegals. Imagine if Trump didn't win presidency then US will just going to be just like what happening to Canada or Brampton.
Compares Canada's immigration situation unfavorably to US border policy, framing Canadian outcomes as a cautionary example.
christiancruz4572 Feb 11, 2026
That's the difference between an orange clown and a statesman.
That's the difference between an orange clown and a statesman.
Compares Canadian and American leadership by contrasting Trudeau (statesman) with Trump (clown), framing Canada favorably.
@kareboantario9295 Mar 4, 2025
Many other countries make Canadians and others give fingerprints and pictures on arrival and check in on a regular basis with address with proof of residence in county. Nothing new.
Many other countries make Canadians and others give fingerprints and pictures on arrival and check in on a regular basis with address with proof of residence in county. Nothing new.
Compares Canada's immigration procedures to practices in other countries to contextualize and normalize the policy.
brianmclellan1087 Dec 11, 2025
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Discourse Over Time

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Category Co-occurrence

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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)