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
Working Canadians support Trump. All the loud mouths that take 25 years to pay off their mortgage talking shit about a man thats made it big several times hahaha the same uneducated liberal followers that …
Working Canadians support Trump. All the loud mouths that take 25 years to pay off their mortgage talking shit about a man thats made it big several times hahaha the same uneducated liberal followers that are agreeing with the prime minister that ruined Canada and helped fund the killing in both Ukraine and Palestine. Pathetic! Clown trying to pin Trumps tarifs that just started today for the mess hes caused..no wonder 80% of Canadians are embarrassed but the comments here show the other 20%
Strong us-vs-them framing dividing Canadians into groups (working Canadians vs. 'loud mouths'), with criticism of political opponents and leaders.
@Matt-o8x
Mar 4, 2025
Hey stupid, when will Native Americans get to video of your cracker asses when you guys invaded their land? You a weak racist. Get a real job.
Hey stupid, when will Native Americans get to video of your cracker asses when you guys invaded their land? You a weak racist. Get a real job.
Uses confrontational racial framing and historical grievance to assert indigenous identity and challenge perceived hypocrisy.
ScienceMatters.
Feb 26, 2026
The immigrants just don't integrate to Canadian morals. That is the problem. This is why we are losing our culture. (if Canada didn't take migrants I'd bet we'd have more kids and we are just …
The immigrants just don't integrate to Canadian morals. That is the problem. This is why we are losing our culture. (if Canada didn't take migrants I'd bet we'd have more kids and we are just adjusting to a population size that reflects our needs)
Maybe ACTUAL Canadians should flip the fuck out like we do in war. I am hating how much worse Canada has gotten and I feel that if I put in more effort there will be the opposite of a reward at the end.
Paying families to have kids means that women won't go to their corpo daycare.
The more people you bring with NOTHING, takes away from those who paid for it and everyone suffers.
Centers on cultural loss and identity threat ('losing our culture'), with secondary economic and demographic anxiety about resource distribution.
Xlaxsauce
Sep 10, 2025
Let her help her own country, people miss her there !
Let her help her own country, people miss her there !
Asserts national belonging ('her own country') and implicitly frames immigration as outsiders taking resources from their homeland.
brunospfc8511
Feb 11, 2026
THANK YOU SO MUCH FOR making this video.. the audacity of that rat looking dude to ask if he will refuse sharia law? What an idiot YOU LEFT YOUR OWN COUNTRY and have the nerve …
THANK YOU SO MUCH FOR making this video.. the audacity of that rat looking dude to ask if he will refuse sharia law? What an idiot YOU LEFT YOUR OWN COUNTRY and have the nerve to call us down for not accepting ur religion.... Piss off.. this government is a joke. How about Quebec take the over 1 million immigrants they took in this year alone, and we'll break off into our own country and make sure they can't BIDEN-IZE Canada. Don't stay quiet.. we need to be heard this is crazy.
Asserts Canadian identity and values against perceived immigrant demands, with separatist framing and calls for vocal resistance.
OliverCloseoffe8888
Sep 7, 2025
People that support justice and democracy are always respectful in comments, but if you read what putin and trump supporter's have to say, it's just insults and arrogance. That's the difference. Unfortunately, the uneducated form …
People that support justice and democracy are always respectful in comments, but if you read what putin and trump supporter's have to say, it's just insults and arrogance. That's the difference. Unfortunately, the uneducated form a majority in trumps supporters.
Uses us-vs-them framing to distinguish supporters of justice/democracy from Trump/Putin supporters, making claims about character differences.
@a.b.7457
Mar 4, 2025
Wait wasn’t this guy the same one who said Canada is a post-national state. I thought there was no Canadian identity.
Wait wasn’t this guy the same one who said Canada is a post-national state. I thought there was no Canadian identity.
Questions the consistency of Canadian identity claims, challenging the PM's post-national framing while asserting that Canadian identity exists.
@varlan
Mar 4, 2025
As an American, I don’t want this or the present government!
As an American, I don’t want this or the present government!
American commenter asserts their national identity while distancing themselves from current government leadership.
@midgethorn4083
Mar 4, 2025
Thank goodness 🙏🏾 these Singh's are out of control.
Thank goodness 🙏🏾 these Singh's are out of control.
Uses ethnic/religious identifier ('Singh's') to express concern about a specific immigrant group, framing them as problematic.
Libtard1
Jan 15, 2026
Go to Vancouver BC all these temples
Go to Vancouver BC all these temples
Brief observation highlighting religious/cultural markers (temples) as evidence of demographic change and ethnic concentration.
Identity Assertion
0.78
shawnmacdonald-h6q
Oct 8, 2025
why is there a statue of their god here in canada? SO EMBARASSING
why is there a statue of their god here in canada? SO EMBARASSING
Questions the presence of religious symbols in Canada, framing it as a national identity/belonging issue with implied disapproval.
elmascholo13
Feb 26, 2026
Hindus and Sikhs do not seek coverts.They wish to live peacefully and coexist peacefully. I cannot say that about Christians and Muslims who are seeking converts and incase of muslims create havoc in society.
Hindus and Sikhs do not seek coverts.They wish to live peacefully and coexist peacefully. I cannot say that about Christians and Muslims who are seeking converts and incase of muslims create havoc in society.
Compares religious groups' integration and social behavior, asserting identity-based distinctions about who creates 'havoc.'
yogasamrat
Oct 5, 2025
The biker is a true Canadian 😂
The biker is a true Canadian 😂
Uses humor to assert that the biker embodies 'true Canadian' identity, implying others may not.
NK1277-f2n
Jan 27, 2026
If Trudeau is the governor of Canada..trump is the devil in the u.s.
If Trudeau is the governor of Canada..trump is the devil in the u.s.
Contrasts Canadian and American leadership through identity framing, positioning Trudeau positively against Trump.
@germaniapena5774
Mar 4, 2025
We got enough Bums living off Tax payers dollars send them home.
We got enough Bums living off Tax payers dollars send them home.
Uses dehumanizing language ('Bums') and frames immigrants as a burden on taxpayers, combining us-vs-them framing with economic resentment.
mrtighe6604
Jan 6, 2026
The average Indian coming into the west are entitled and have some money.
The average Indian coming into the west are entitled and have some money.
Stereotyping assertion about Indian immigrants' characteristics, combining ethnic generalization with unsubstantiated claims.
EmmyFoder-t3h
Jan 27, 2026
“Native” Canadians
“Native” Canadians
Uses scare quotes around 'Native' to challenge Canadian identity claims, engaging in identity boundary-setting.
Identity Assertion
0.78
Adam17382
Jan 28, 2026
Perfect words to label convicted felon no 47 as dumbest thing on earth to pick a fight with neighbour Canada??.
Perfect words to label convicted felon no 47 as dumbest thing on earth to pick a fight with neighbour Canada??.
Uses derogatory labeling of Trump and frames conflict as morally wrong, emphasizing national identity and values.
@user-bc7ob9kj5g
Mar 5, 2025
I don't know what these khalistani people want first they have came into Canada illegally for their better life and when they manage to live a good life they claimed that they want khalistan .what …
I don't know what these khalistani people want first they have came into Canada illegally for their better life and when they manage to live a good life they claimed that they want khalistan .what Do they think a piece of game . Punjabis have separate state , their own chief minister, own parlament and they have everything of there own . Why do not any punjabi in India ask for khalistani bcz no one want it .
Sikhs in canada are doing illegal things and operating via terrorist organisations called khalistan who spread hate against India .
Comment makes sweeping claims about Sikh immigrants' illegal activities and separatist intentions, framing them as a threat to Canada and India.
prajwalsudke-ws3zb
Jan 29, 2026
It's the preets
It's the preets
Uses a Sikh name as shorthand to blame a specific ethnic/religious group for immigration problems, asserting group culpability.
Identity Assertion
0.78
@FatTofu-pu2li
Feb 19, 2026
Compare Videos
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)