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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
Tyler walking into a Brampton Tim Hortons surprised to see no whites, Brampton or not, every single Tim Hortons is full of Indians.
Tyler walking into a Brampton Tim Hortons surprised to see no whites, Brampton or not, every single Tim Hortons is full of Indians.
Makes demographic observations framed as a concern about racial/ethnic displacement in a specific Canadian location.
th1ef
Jan 27, 2026
i think theres not one white person working in a fast food restaurant in the whole of ontario..
i think theres not one white person working in a fast food restaurant in the whole of ontario..
Makes an observation about racial demographics in the workforce framed as demographic displacement concern.
leredoutable175
Jan 28, 2026
You guys can’t respect Canada and have the same values like Canada, wanting to change our wonderful country then please do Canadian a favor and go back to your country. I hate to see how …
You guys can’t respect Canada and have the same values like Canada, wanting to change our wonderful country then please do Canadian a favor and go back to your country. I hate to see how our lovely country is going down hill because of the mistakes of our government not screening the immigrants coming to this country. We’re sick and tired of the mess this has done to our country. My son is almost 40, born in Canada and is facing the sane dilemma as our fellow Canadians. We must do some reform with our immigration.
Asserts Canadian values and cultural identity while demanding immigrants conform or leave, framed as protecting national character.
joanaiken563
Sep 15, 2025
Im not racist but the guy said,,, the naked guy,, hes telling te truth,,,thier culture we respect but the reality,, most of them the spoil the place,,,😊
Im not racist but the guy said,,, the naked guy,, hes telling te truth,,,thier culture we respect but the reality,, most of them the spoil the place,,,😊
Stereotypes immigrant behavior as culturally destructive while disclaiming racism, framing cultural incompatibility as threat.
thefarmersons3657
Oct 7, 2025
Ooh! Ooh ,HohOo!, Complaining in Quebec bout the language is not a good move! That’s gonna cause civil war you stupid immigrants! Learn the history of the country that welcomed you in.
Ooh! Ooh ,HohOo!, Complaining in Quebec bout the language is not a good move! That’s gonna cause civil war you stupid immigrants! Learn the history of the country that welcomed you in.
Frames immigrants as outsiders who should respect host country norms, using us-vs-them language about language and cultural integration.
deniseneil4112
Aug 27, 2025
Indians bring India with them. That's not integration. Adapt to the country you move to or don't move.
Indians bring India with them. That's not integration. Adapt to the country you move to or don't move.
Asserts that immigrants should abandon their cultural identity and fully assimilate, framing cultural preservation as a failure of integration.
jasongoodacre
Jan 27, 2026
No matter. Alberta will most likely leave Canada. The laurentian elite between Toronto and Montreal seriously need to be educated that they are no longer in charge!
No matter. Alberta will most likely leave Canada. The laurentian elite between Toronto and Montreal seriously need to be educated that they are no longer in charge!
Frames regional/elite conflict in us-vs-them terms, asserting Alberta's distinct identity and grievance against central Canadian power.
BrettGell
Feb 22, 2026
Trump and all the Americans that support him are making a big mistake. Us Canadians are not going to take this lying down. We will fight to save our country!!!
Trump and all the Americans that support him are making a big mistake. Us Canadians are not going to take this lying down. We will fight to save our country!!!
Strong national identity assertion with us-vs-them framing and implicit call to defend Canada against US actions.
@briany7658
Mar 4, 2025
Canada suckled off usa tit forever....detach, grow up, pay your dues, become part of our states
Canada suckled off usa tit forever....detach, grow up, pay your dues, become part of our states
Makes strong us-vs-them framing positioning Canada as dependent and inferior, advocating for absorption into US states.
@Ilovetubers
Mar 4, 2025
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros. We currently …
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros.
We currently face a takeover by agitators and elites who proscribe to bankrupt and diminish our values; to tear us down and rebuild the land in "their image" and enrich themselves in the process.
Not the Canada I used to Love, Not Glorious and Free ... Who stands on guard ? What became of "We" ?
GOD SAVE OUR LAND
Expresses nostalgia for a past Canadian identity and frames current immigration/change as a threat to national values and sovereignty ('takeover').
ShortsHound
Oct 2, 2025
The United States did not start a trade war with Canada, Trump did. The American people love Canadians. Trump is not the US.
The United States did not start a trade war with Canada, Trump did. The American people love Canadians. Trump is not the US.
Distinguishes between Trump and the American people, asserting that Americans love Canadians despite Trump's actions.
@budswdance2006
Mar 4, 2025
Brampton used to be full of Italians. Not sure what happened to make it full of Indians now.
Brampton used to be full of Italians. Not sure what happened to make it full of Indians now.
Observes demographic shift from Italian to Indian populations, implicitly framing it as problematic change in community composition.
MatrixDiscovery
Oct 8, 2025
As a white Canadian, the Punjabi immigrants are the most tame
As a white Canadian, the Punjabi immigrants are the most tame
Uses personal identity ('white Canadian') to make comparative ethnic judgment about immigrant groups.
Zackjjames
Jan 27, 2026
I was born in the US and have had pride in my country -- IN THE PAST. Not now and not as long as my fellow citizens and our legislators back trump and vance and …
I was born in the US and have had pride in my country -- IN THE PAST. Not now and not as long as my fellow citizens and our legislators back trump and vance and musk. I support Canada and Mexico and Ukraine and the Palestinians. Drugs are the LEAST of our worries in this country. Giving our government to an oligarch like musk is our biggest issue as well as getting in bed with putin.
Expresses loss of pride in American identity due to political leadership, asserting solidarity with other nations based on ethical concerns.
@tamaratrussell
Mar 4, 2025
no white employees because they dont want to work hard jobs..its usually the immigrants that do all the work just like the US
no white employees because they dont want to work hard jobs..its usually the immigrants that do all the work just like the US
Makes a racial/ethnic distinction ('no white employees') and asserts immigrants work harder, framing labor participation along identity lines.
vince2113
Jan 27, 2026
I've been saying for the last 6 years the whole problem with Canada is immigration it's got nothing to do with housing hospitals Healthcare schools and especially welfare it's because always new immigrants don't actually …
I've been saying for the last 6 years the whole problem with Canada is immigration it's got nothing to do with housing hospitals Healthcare schools and especially welfare it's because always new immigrants don't actually do anything they've been bad for Canada and will never be any good they hate the country but yet they want to be citizens give me a break our country is full of protesters and criminals
Asserts that immigration is the sole cause of Canada's problems and that immigrants are inherently destructive and unpatriotic.
EricjSchuh
Feb 17, 2026
The liberal party seem to be ANTI Canadian . Send these people home to apply from there.
The liberal party seem to be ANTI Canadian . Send these people home to apply from there.
Us-vs-them framing positioning liberals as anti-Canadian, with implicit call to deport immigrants.
psss9925
Feb 27, 2026
Canadians are a bunch of spoiled cry babies. I live on the boarder in Washington state how about you guys stay in Canada. Buy your own gas. Buy your own milk.
Canadians are a bunch of spoiled cry babies. I live on the boarder in Washington state how about you guys stay in Canada. Buy your own gas. Buy your own milk.
Derogatory characterization of Canadians as 'spoiled cry babies' with implicit us-vs-them framing and boundary-setting.
@MythicNord
Mar 4, 2025
Who cares how many white people work at tim Hortons, how many white people are on welfare is the question 🤔 so God damn lazy and always complaining. Finally you are the minority lol how …
Who cares how many white people work at tim Hortons, how many white people are on welfare is the question 🤔 so God damn lazy and always complaining. Finally you are the minority lol how does it feel ?????
Comment uses identity-based framing to challenge white Canadians' demographic status and criticize them, with an us-vs-them perspective.
user-cm7tg2ns6p
Jan 28, 2026
Indians are very nice ppl, you should be concerned with muslims
Indians are very nice ppl, you should be concerned with muslims
Distinguishes between immigrant groups using ethnic/religious categorization, positioning one as acceptable and another as threatening.
OlgaG5155
Jan 28, 2026
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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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