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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 106 of 121
Frisco, Tx hold my beer
Frisco, Tx hold my beer
Compares Canada to Frisco (San Francisco) with a colloquial challenge phrase, implying comparative ranking of cities/regions.
aweofme Feb 6, 2026
Trump is the only world leader that sounds like he's a low life with no education and no class. Money doesn't make you better. NO WAY IN HELL.
Trump is the only world leader that sounds like he's a low life with no education and no class. Money doesn't make you better. NO WAY IN HELL.
Compares Trump unfavorably to other world leaders while making a moral judgment about character and education.
@Spigola1-351 Mar 4, 2025
It’s not only Canada, Australia is also being overrun by spin bowlers.
It’s not only Canada, Australia is also being overrun by spin bowlers.
Compares Canada to Australia using cricket terminology ('spin bowlers') as satirical commentary on immigration patterns.
JohnBebek Jan 27, 2026
I'm glad India is finally getting the recognition it deserves
I'm glad India is finally getting the recognition it deserves
References India's international recognition and status, implicitly comparing nations or acknowledging India's prominence in the immigration discussion.
Master_oOGway069 Feb 11, 2026
Try immigrate too Rusia or North Korea...😇😁
Try immigrate too Rusia or North Korea...😇😁
Compares Canada to Russia and North Korea with sarcastic emojis, implying Canada is better by contrast.
rland1521 Feb 21, 2026
Caramel invasion et bien avant ça il y avait la ilef invasion mais sa personne n'en parle comme c'est bizarre
Caramel invasion et bien avant ça il y avait la ilef invasion mais sa personne n'en parle comme c'est bizarre
Compares current immigration to historical waves (Caramel/Caribbean and Ile invasion), questioning selective media coverage of demographic change.
user-yd3kn5wx2y Feb 10, 2026
Canada is still normal, look at Malaysia, it's full of Indians and Bangladeshis, they even marry locals and give birth to Southeast Asians with South Asian faces.
Canada is still normal, look at Malaysia, it's full of Indians and Bangladeshis, they even marry locals and give birth to Southeast Asians with South Asian faces.
Compares Canada to Malaysia to express demographic anxiety about intermarriage and cultural change, framed as a cautionary comparison.
ncorewest Feb 11, 2026
5:00 While you were dying of disease in your backsides during the dark ages, Muslims were washing themselves a few days a week.
5:00 While you were dying of disease in your backsides during the dark ages, Muslims were washing themselves a few days a week.
Compares historical practices between Western and Muslim civilizations using sarcasm and historical comparison.
saidchaldak Feb 9, 2026
Next come to the West Coast Brampton AKA Surrey, BC.
Next come to the West Coast Brampton AKA Surrey, BC.
Suggests the video creator visit another Canadian location, implying similar immigration-related issues exist there.
VancityPlow Jan 27, 2026
Come to aud and nz they are everywhere
Come to aud and nz they are everywhere
Compares immigration presence in Canada to Australia and New Zealand, suggesting similar demographic patterns across nations.
BrockUhrhane Feb 9, 2026
в Москве их тоже очень много
в Москве их тоже очень много
Comment compares immigration presence in Canada to Moscow, using a comparative framing approach.
yyyyyqw Feb 8, 2026
Imperial nations invade other regions. Capitalist west destabilizes nations on a regular basis world wide then dudes like Tyler make videos of losing their Western traditions hahahahahaha victim card is crazy
Imperial nations invade other regions. Capitalist west destabilizes nations on a regular basis world wide then dudes like Tyler make videos of losing their Western traditions hahahahahaha victim card is crazy
Compares Western imperial/capitalist actions to immigration criticism, using sarcasm to frame Western complaints as hypocritical.
ViviannaPlatinum Feb 7, 2026
As an American speaking, it's crazy that if you were to go to their country, you are permitted to adjust and assimilate the culture, but they come to other countries and turn a whole town …
As an American speaking, it's crazy that if you were to go to their country, you are permitted to adjust and assimilate the culture, but they come to other countries and turn a whole town into an assimilation of their country make it make sense. Loved how the Indian lady summed it up because immigrants are different
Compares Canada to other countries regarding cultural assimilation expectations and immigrant behavior.
sharelleturner7279 Feb 7, 2026
You should come to north dallas, especially frisco, and prosper.
You should come to north dallas, especially frisco, and prosper.
Suggests relocating to a different U.S. city, implicitly comparing geographic locations.
davidlanda7685 Jan 27, 2026
To be America’s enemy is dangerous but to be her friend is fatal - Henry Kissinger.
To be America’s enemy is dangerous but to be her friend is fatal - Henry Kissinger.
Quotes Kissinger to compare the risks of being America's ally versus enemy, positioning Canada's relationship with the US.
@RWahuW Mar 4, 2025
I just realized that the USA has become like Russia in yet another way: We cannot trust our president's words.\nAlso: That woman behind Trudeau looks genuinely proud.
I just realized that the USA has become like Russia in yet another way: We cannot trust our president's words.\nAlso: That woman behind Trudeau looks genuinely proud.
Compares USA to Russia regarding trustworthiness; includes observational aside about body language.
@Smaug1 Mar 4, 2025
Wow! From Norway! The best your way
Wow! From Norway! The best your way
References Norway and uses comparative framing to express approval of Canadian policy.
@stighenningjohansen Mar 4, 2025
and yet indians discriminate against muslim community in india
and yet indians discriminate against muslim community in india
Compares discrimination practices between India and Canada by referencing treatment of Muslims in India as a counterpoint to Canadian immigration discussion.
ruffusblueeyedcat7864 Feb 1, 2026
so what i understood is Indians are complaining about seeing Indians , its not about country its just Humans , First Canadians complaint on the first ones , now the CA--> IN--->NewIN its like a …
so what i understood is Indians are complaining about seeing Indians , its not about country its just Humans , First Canadians complaint on the first ones , now the CA--> IN--->NewIN its like a system, it will be everywhere
Compares historical patterns of immigration and cultural displacement across groups, using comparative framing to explain cyclical demographic change.
arunv1909 Jan 30, 2026
What does Eritrean do they’re one of the decent societies
What does Eritrean do they’re one of the decent societies
References Eritrea as a comparison point, evaluating it relative to other societies in context of immigration discussion.
infinity202X Jan 28, 2026
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Category Distribution

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Classifier Confidence

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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

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)