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
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
The IQ of these people.... Look at the behavior its a zero
The IQ of these people....
Look at the behavior its a zero
Makes a dehumanizing generalization about a group's intelligence and behavior, asserting superiority and othering.
loraleea16
Sep 10, 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
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
Make Canada great again
Make Canada great again
Nationalist slogan asserting Canada's past greatness and implying current decline, with implicit call to restore national identity.
Matt-xy7ur
Sep 8, 2025
A immigrant is not the problem is the refugee . I'm a immigrant , we come to Canada , paid our education , build a business here hire Canadian worker , paid all my tax …
A immigrant is not the problem is the refugee . I'm a immigrant , we come to Canada , paid our education , build a business here hire Canadian worker , paid all my tax and never take a welfare penny from Canada .. But the refugee come , they only works for cash and collect welfare and they want this country to become there country and complaint no human right for them !
Distinguishes between 'good' immigrants (like self) and 'bad' refugees through us-vs-them framing based on contribution and behavior.
3819144
Sep 8, 2025
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
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
Just because we don't believe in multiculturalism doesn't make us racist. It means we like our country's culture as it is and don't want to conform to another's radical ass ways
Just because we don't believe in multiculturalism doesn't make us racist. It means we like our country's culture as it is and don't want to conform to another's radical ass ways
Frames opposition to multiculturalism as cultural preservation rather than racism, asserting preference for national cultural continuity.
amandaredd3057
Aug 29, 2025
Trudeau Should be President of all of North America. He just stuffed Trumps face in the mud. And made Trump eat shit.\n\nHow sweet it is. He is gutsy, brave man.
Trudeau Should be President of all of North America. He just stuffed Trumps face in the mud. And made Trump eat shit.\n\nHow sweet it is. He is gutsy, brave man.
Commenter praises Trudeau with exaggerated language suggesting Canadian superiority over Trump, asserting national pride through comparison.
@alifirouzabadi3719
Mar 4, 2025
Canada will help Canadians get thru, US will kick Americans while theyre down
Canada will help Canadians get thru, US will kick Americans while theyre down
Contrasts Canadian and American national character, asserting that Canada will support its citizens while the US abandons theirs.
@bojackharkness1971
Mar 4, 2025
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and …
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and leave. This created space for the Indians to come in and occupy. Now, the Indians have bought up all the businesses and houses from where the yts have flee. Now the yt people see the Indians thriving and giving jobs to their own kind, discriminating just like the yt people do, and this makes the yt people upset. Two very arrogant, egotistical, and entitled kinds of people.
The comment analyzes racial dynamics and in-group preference, asserting that both white and Indian communities exhibit similar discriminatory and entitled behaviors.
Terry-e7r
Aug 29, 2025
Canadian here. This trade war has nothing to do with fentanyl! Trump wants to take over Canada, and Canadians will not stand for that! We are a sovereign nation and I hope that Americans can …
Canadian here. This trade war has nothing to do with fentanyl! Trump wants to take over Canada, and Canadians will not stand for that! We are a sovereign nation and I hope that Americans can understand that we will not tolerate an attack on our country
Canadian asserting national sovereignty and identity, framing the trade war as an attack on Canada's independence and national pride.
@dianegrimard1525
Mar 4, 2025
Great video, thank you. All true! Subscribed :D We CAN survive and thrive without Indians, we did so for centuries building this country. My family has been here since 1680, this country was made and …
Great video, thank you. All true! Subscribed :D We CAN survive and thrive without Indians, we did so for centuries building this country. My family has been here since 1680, this country was made and became great on its own with only European settlers, then opening to others it was GREAT prior to 2015 and Trudeau.
Asserts European settler primacy and national identity, claiming Canada was built solely by Europeans and was superior before 2015.
cerberus-1900
Aug 27, 2025
if immigrants are homesick then go back
if immigrants are homesick then go back
Dismissive statement implying immigrants don't belong in Canada, asserting a boundary between those who should stay and those who should leave.
Identity Assertion
0.80
LorraineRicardo
Aug 28, 2025
"Immigrants are complaining about immigrants" that hit hard. What the heck is going on in Canada? I want my country back
"Immigrants are complaining about immigrants"
that hit hard. What the heck is going on in Canada? I want my country back
Expresses loss of national belonging ('I want my country back') and frames immigration as a threat to Canadian identity.
hummingbirdchinook
Aug 27, 2025
What ever happened to the meaning of that old proverb “When in Rome, Do as the Romans Do”!
What ever happened to the meaning of that old proverb “When in Rome, Do as the Romans Do”!
Invokes cultural assimilation expectation ('When in Rome') as identity-based critique of immigrants' cultural practices.
rutigert7131
Aug 27, 2025
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Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
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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Discourse Quality (Perspective API)