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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Identity Assertion
5,512 comments
WHEN IN ROME BE A ROMAN
WHEN IN ROME BE A ROMAN
Asserts cultural assimilation expectation using the classical 'when in Rome' idiom to frame immigrant integration as conformity to host norms.
dianacharles713
Sep 5, 2025
Trump is a moron. I totally respect my Canadian friends.
Trump is a moron. I totally respect my Canadian friends.
Contrasts American and Canadian identity, expressing preference for Canadian friends while criticizing Trump.
@Joelcaraball0
Mar 4, 2025
Dear Indians don't turn Canada and Europe into sithole ❤
Dear Indians don't turn Canada and Europe into sithole ❤
Ethnic targeting of Indians with warning against cultural degradation, asserting in-group/out-group boundaries.
michal2135
Jan 27, 2026
im a bengali born in canada, i just wanna say that if the right wing bodies, influencers & socials use indian racism as capital, why cant we use it on YT people? We have the …
im a bengali born in canada, i just wanna say that if the right wing bodies, influencers & socials use indian racism as capital, why cant we use it on YT people? We have the numbers, we can suppress them once again, they've been cruel to canadian borns, it doesn't matter if you're canadian born to be honest since they're only interested in euros
Asserts ethnic identity and proposes using racial demographics as a tool for suppression, framing European Canadians as threats to immigrant communities.
Smiley100-e9q
Feb 9, 2026
The u.s didn’t do shit,Donald Trump put tariffs on Canada,don’t lump us in with that fucking nut case
The u.s didn’t do shit,Donald Trump put tariffs on Canada,don’t lump us in with that fucking nut case
Distinguishes Canada from the US and criticizes Trump while asserting Canadian separateness from American policy decisions.
@bignorm7992
Mar 4, 2025
The white Canadians ain’t native! 😂
The white Canadians ain’t native! 😂
Uses ironic humor to challenge the legitimacy of white Canadian claims to nativity, invoking historical identity and belonging arguments.
BoobooBoo-r6s
Feb 8, 2026
I hope Canadians remember this is not the direct feeling of Americans and that this foolish leadership doesnt represent us all. ?
I hope Canadians remember this is not the direct feeling of Americans and that this foolish leadership doesnt represent us all. ?
Asserts American identity and distinguishes between American leadership and the speaker, using comparative framing to separate 'us' from 'them.'
@jordanrichards575
Mar 4, 2025
Ive always said it. They are leaving their country for what reasons.... if they want to bring it all over here... Why are you here. THAT is what is holding your country back. Thats the …
Ive always said it. They are leaving their country for what reasons.... if they want to bring it all over here... Why are you here. THAT is what is holding your country back. Thats the reason for war over there.
Frames immigrants as bringing problematic cultural practices to Canada and suggests they should not immigrate if they won't assimilate, asserting cultural incompatibility.
andrewmaw3345
Sep 9, 2025
You have no credibility with the European people anymore.
You have no credibility with the European people anymore.
Claims loss of credibility with 'European people,' establishing an us-vs-them boundary based on collective identity.
@Suede-bv7ct
Mar 4, 2025
They don’t have an issue with immigration. They have inissue with Islam.
They don’t have an issue with immigration. They have inissue with Islam.
Asserts that opposition to immigration is actually rooted in religious/cultural identity concerns rather than immigration policy itself.
Identity Assertion
0.80
sladey31
Sep 9, 2025
Love it when the locals freak out . Good, u have been conquered ! Somewhere indigenous Indians are laughing
Love it when the locals freak out . Good, u have been conquered ! Somewhere indigenous Indians are laughing
Uses conquest framing and demographic anxiety language to assert national/cultural identity concerns about immigration.
InKwetrust99
Feb 9, 2026
We lost our Country when Justin Trudeau decided to go on a 10 yrs photo pop tour of the World, lol, what Phucking Ham.!!!
We lost our Country when Justin Trudeau decided to go on a 10 yrs photo pop tour of the World, lol, what Phucking Ham.!!!
Claims loss of national identity due to leadership decisions, with sarcastic tone about the Prime Minister's travel.
philfoley5787
Sep 5, 2025
Come on Ford get rid of them all fake people that say they want to be here but are enemies of canada
Come on Ford get rid of them all fake people that say they want to be here but are enemies of canada
Frames immigrants as enemies of Canada and calls on political leaders to remove them, asserting national boundaries.
AaronChapman-y3t
Sep 4, 2025
U can travel to any country u want but dont make it ur country,if so then why u ran from ur country, ppl should not make their own culture in different countries cultures ! That …
U can travel to any country u want but dont make it ur country,if so then why u ran from ur country, ppl should not make their own culture in different countries cultures ! That makes me angry just,
Expresses concern about cultural preservation and national identity, framing immigrant cultural practices as a threat to the host nation.
jinai4804
Feb 10, 2026
Indian in Canada❌ Panjabi's in Canada✅😂
Indian in Canada❌
Panjabi's in Canada✅😂
Ethnic/cultural distinction between Indian and Punjabi immigrants with dismissive emoji, asserting identity categories and implicit hierarchy.
enzoXedits
Feb 25, 2026
Saying "Native Canadians" and referring to White people is wild
Saying "Native Canadians" and referring to White people is wild
Challenges terminology and identity framing, asserting that 'Native Canadians' should not refer to white people.
rayanali4866
Feb 10, 2026
what truly pisses me off is losing our holidays cause they dont celebrate them. this is my country your free to come and live here but fillow the rules your not allowed to shove religion …
what truly pisses me off is losing our holidays cause they dont celebrate them. this is my country your free to come and live here but fillow the rules your not allowed to shove religion down anyone throat your suppose to prayer away cause thats your right but tp shove it down and make us a slave to a god i dont believe in? as a first nation on my land. smarten the fuck up and respect the people who allow you to run from the disgraces of your own country you dont want to help but come here to destroy. my bloodline was here first before the whites so i have a right to say what i say. and if i get hate for my free speech then you also dont belong in this country
Asserts First Nations identity and belonging, frames immigrants as outsiders who should assimilate to Canadian values, and expresses grievance about cultural/religious imposition.
GooglyEyess
Sep 3, 2025
Bro go to islamic country not here in Canada… You came here in Canada just follow the rule of law here not canada follow you .. what heck
Bro go to islamic country not here in Canada… You came here in Canada just follow the rule of law here not canada follow you .. what heck
Frames Canada as having fixed rules and values that immigrants must accept, implying they are outsiders who should not expect accommodation.
VladimirjfkChurchill
Sep 3, 2025
If you go to Canada, you will mostly see Punjabi people there. I don’t know why Punjabi people have become so obsessed with Canada. They mostly refer to going to Canada. They don’t even work …
If you go to Canada, you will mostly see Punjabi people there. I don’t know why Punjabi people have become so obsessed with Canada. They mostly refer to going to Canada. They don’t even work properly or look for jobs in India; they just prefer going to Canada. I don’t know what kind of jobs they get there. Some of them go there depending on relatives, and some go illegally, which is completely wrong.
Because I want to say one true thing about Indian people: there is very little civic sense in India. Yes, if they belong to the upper class, then they may have some civic sense, but in the lower and middle class, civic sense is very low. That’s why wherever they go, they behave the same way they think, without caring that they are in another country. They don’t care about respecting that country or adjusting to its culture. Instead, they try to impose their own culture everywhere. They want to create their own space everywhere and put their own things everywhere.
But if foreigners come to India and live here permanently, they just do their work and live normally. Even if they do something publicly to promote their own culture, Indians will immediately go against them. But I haven’t seen the same reaction outside. People there should also oppose this; otherwise, Indians will really spread everywhere in the same way.
Critiques Punjabi/Indian immigrant behavior and cultural integration patterns, framing them as culturally incompatible and making comparative claims about civic sense.
lizaanto12
Feb 10, 2026
White people have LOADS of culture and history. The assholes saying that need a few hundred history lessons
White people have LOADS of culture and history. The assholes saying that need a few hundred history lessons
Asserts cultural and historical claims about white people in response to perceived criticism, using defensive identity framing.
Identity Assertion
0.80
amandaredd3057
Aug 29, 2025
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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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