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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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Identity Assertion

5,512 comments
Page 45 of 276
They ruined Canada Because of them real citizens are leaving
They ruined Canada Because of them real citizens are leaving
Us-vs-them framing claiming immigrants have harmed Canada and displaced 'real citizens,' asserting national belonging boundaries.
SafaAli-f2j Jan 27, 2026
I am a proud Canadian and embrace our sovereignty. We fought in WW2 for two years before the U.S joined our side . Rescued 6 of their diplomats in Iran in 1979. We were at …
I am a proud Canadian and embrace our sovereignty. We fought in WW2 for two years before the U.S joined our side . Rescued 6 of their diplomats in Iran in 1979. We were at their side in Afghanistan after the horrors of 9/11. Our good people of Gander Newfoundland sheltered, clothed and fed them in that aftermath when their planes were grounded. We sent planes to Los Angeles as did Mexico to fight the wildfires after Trump imposed his tariffs and pushed his annex ideology and making us a 51st state. That was a slap in the face to every soldier who died standing for our country and what we represent. From my heart I thank all of you for your support. We stand on guard for thee....and we stand for the Ukrainian. ❤
Asserts Canadian pride and sovereignty through historical examples, appeals to shared values, and expresses solidarity with Ukraine.
@shawnhart9917 Mar 4, 2025
I would rather have hindus than muslims.
I would rather have hindus than muslims.
Expresses religious/ethnic preference framed as an us-vs-them identity claim with implicit threat concerns about Muslim immigration.
entj_shogun Jan 27, 2026
So it's ok that white European Immigrants from Ireland, France, Italy, UK and East Europeans want to close the door behind them. Cheeky isn't it?
So it's ok that white European Immigrants from Ireland, France, Italy, UK and East Europeans want to close the door behind them. Cheeky isn't it?
Highlights perceived hypocrisy in immigration policy by invoking ethnic/national identity categories and questioning fairness of selective door-closing.
@Dassen287 Mar 4, 2025
😂 I love how these people accuse European settlers for killing the natives and conquering the land without even realising that without them Canada wouldn't even exist. Do you really think those Native tribes have …
😂 I love how these people accuse European settlers for killing the natives and conquering the land without even realising that without them Canada wouldn't even exist. Do you really think those Native tribes have the capability to create the advance infrastructure that we see today in Canada?? These people also complain about the wrong doings of the Europeans but have no shame in taking benefits this country provides which is not available in their native countries.
Defends European settlers' role in building Canada while asserting immigrants benefit from colonial infrastructure, framing identity and belonging.
zioclaster2850 Jan 27, 2026
I'm an American, but I do not support Mr. Trump. It's a shame and embarrassment. I am sick over this administration.
I'm an American, but I do not support Mr. Trump. It's a shame and embarrassment. I am sick over this administration.
Commenter asserts their American identity while distancing themselves from Trump, expressing moral disapproval of the administration.
@gemintpa Mar 4, 2025
I’ve always been a proud Canadian and always will be ??
I’ve always been a proud Canadian and always will be ??
Assertion of Canadian national identity and pride, affirming belonging and patriotic commitment.
@torontocan Mar 4, 2025
I don't even recognize Brampton anymore, used to be more multiculture now it's just dominated by one type of culture. Honestly, not just Brampton, if you go to Markham, you will find that more asian …
I don't even recognize Brampton anymore, used to be more multiculture now it's just dominated by one type of culture. Honestly, not just Brampton, if you go to Markham, you will find that more asian culture is dominating, if you go to North York, you will find more Jewish culture dominating. So there are plus and minus to this. but sad part is people are forgetting Canadian culture in this whole mess. As a immigrat who came to Canada many years ago, i find the last few rounds (2021 - 2025) that came from India are just wild people, no manners, only speak in their own language, and act superior. Sadly not everyone is like that but there are many.
Extended us-vs-them framing about cultural dominance in Canadian cities and negative stereotyping of recent Indian immigrants, grounded in personal observation.
EspadaXtri Jan 27, 2026
It's not lack of their skills, it's just lack of their attention 🤣 Attention is part of critical driving skill, but hey, they're indians - always excuses 💩
It's not lack of their skills, it's just lack of their attention 🤣 Attention is part of critical driving skill, but hey, they're indians - always excuses 💩
Ethnic stereotype attributing poor driving to Indian identity with dismissive language.
sumofighter Jan 27, 2026
Take back your countries
Take back your countries
Nationalist framing asserting in-group ownership of nations with implicit call to reclaim them from outsiders.
NickyCuts Jan 27, 2026
Canada is not the land of the whites just like america and australia. Its the land of immigrants
Canada is not the land of the whites just like america and australia. Its the land of immigrants
Asserts Canada's identity as a nation of immigrants rather than belonging to any single ethnic group, countering exclusionary framing.
manpreetsingh1940 Jan 27, 2026
Indians are the most racist People on earth, they discriminate against their own Indians based on caste.
Indians are the most racist People on earth, they discriminate against their own Indians based on caste.
Makes sweeping ethnic stereotype about Indians as 'most racist,' presented as factual claim but functioning as identity-based generalization.
MullBatoora-kf6cj Aug 25, 2025
I'm ashamed as an indian national, the least they could do is integrate - I don't find other nationals having the same trend, why just us everywhere!?
I'm ashamed as an indian national, the least they could do is integrate - I don't find other nationals having the same trend, why just us everywhere!?
An Indian national expressing shame about their ethnic group's integration patterns, asserting identity while critiquing in-group behavior.
NigelRosario20 Jan 27, 2026
All the fat people saying it's ok for them to come because they bring shitty food need deported too.
All the fat people saying it's ok for them to come because they bring shitty food need deported too.
Uses dehumanizing language and calls for deportation based on ethnic stereotypes about food, framing immigrants as a threat to national identity.
triclaw2010 Jan 27, 2026
I wish we'd be Canada's new state.
I wish we'd be Canada's new state.
Expresses desire for Canadian statehood within the US, reflecting identity and belonging concerns.
@genaseidenschwarz2119 Mar 4, 2025
As a Canadian, I don’t call it canada anymore. I call it “New India”
As a Canadian, I don’t call it canada anymore. I call it “New India”
Asserts changed national identity through renaming Canada, implying loss of Canadian identity due to Indian immigration.
finesupplements9698 Jan 27, 2026
Why the fuck do all these shit people from these shit country’s always drag their bullshit culture to whatever country they crawl to? Fuck.
Why the fuck do all these shit people from these shit country’s always drag their bullshit culture to whatever country they crawl to? Fuck.
Uses dehumanizing language and us-vs-them framing to assert cultural superiority and reject immigrant presence.
DannyV182 Jan 27, 2026
Indians are cool compared to Muslims
Indians are cool compared to Muslims
Comparative ethnic ranking that establishes hierarchies between immigrant groups through identity-based framing.
miliba Jan 27, 2026
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st …
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st solution NOW
Frames Canada as 'too far gone' due to pro-immigration stance, contrasts with USA, and calls for separation ('51st solution'), asserting national identity and us-vs-them positioning.
rafammbass Jan 27, 2026
As an American I couldn’t be more proud of Canada. ??
As an American I couldn’t be more proud of Canada. ??
American commenter expresses pride in Canada, asserting Canadian identity as superior to their own.
@EmilyBoltz Mar 4, 2025
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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)