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
I want my country back. I want canada to take care of the people that are here first. stop the handouts, stop this crap before it's too late.
I want my country back. I want canada to take care of the people that are here first. stop the handouts, stop this crap before it's too late.
Asserts national belonging ('my country') and frames immigration as threatening to citizen welfare, prioritizing identity and us-vs-them framing.
trixster6d9
Sep 30, 2025
I'm proud to be canadian, Trump will not win!
I'm proud to be canadian, Trump will not win!
Expresses pride in Canadian identity while opposing Trump, combining nationalist assertion with political opposition.
@francisct
Mar 4, 2025
Most of us don't want them in our country. I left Canada 3 years ago and don't know if I will ever move back
Most of us don't want them in our country. I left Canada 3 years ago and don't know if I will ever move back
Expresses exclusionary sentiment ('don't want them') combined with personal migration decision.
rhiannonl4733
Jan 27, 2026
Hard to believe we Canadians have to deal with your f***ing problems.
Hard to believe we Canadians have to deal with your f***ing problems.
Us-versus-them framing asserting Canadian identity and resentment toward American problems affecting Canada.
@jimdawson9799
Mar 4, 2025
He is a WOKE ( Blackfaced) fool .\nWho treated his truckers appallingly . \n\nYou reap what you sowed.
He is a WOKE ( Blackfaced) fool .\nWho treated his truckers appallingly . \n\nYou reap what you sowed.
Uses personal attacks and moral condemnation to delegitimize the Prime Minister, framing him as unfit to lead.
@A2Z1Two3
Mar 4, 2025
CANADA IS THE BEST COUNTRY IN THE WORLD ...USA NEEDS US MORE THAN WE DO. TRUST ME
CANADA IS THE BEST COUNTRY IN THE WORLD ...USA NEEDS US MORE THAN WE DO. TRUST ME
Makes strong assertions about Canadian national superiority and importance relative to the US.
@daudakamara728
Mar 4, 2025
fuck'n eh. This is my prime minister -as long as he wants the job. Strong and free!
fuck'n eh. This is my prime minister -as long as he wants the job. Strong and free!
Expresses national pride and support for the prime minister as representative of Canadian values ('Strong and free'), asserting Canadian identity.
@darrenmogg3440
Mar 4, 2025
And canada got invaded by white from europe 200 years ago and now those white people in canada are just crying to see other ethnics group from another countries in canada? 😂😂😂 Canada are belong …
And canada got invaded by white from europe 200 years ago and now those white people in canada are just crying to see other ethnics group from another countries in canada? 😂😂😂 Canada are belong to the real native
Uses historical colonization argument to assert Native sovereignty and challenge white Canadian claims to belonging.
UnknowGuy2559
Jan 27, 2026
Doesn't that White Canadian guy realize that he, too, is a White 🗑? He said that all good Whites moved out, and he is still there??
Doesn't that White Canadian guy realize that he, too, is a White 🗑? He said that all good Whites moved out, and he is still there??
Employs identity-based framing and contradiction to critique someone's racial positioning and hypocrisy.
goguryeogoguryeo55
Jan 27, 2026
All I know is if I can't call you Black or make comment about your blackness than don't comment negatively about my whitness. We are more than skin colors!
All I know is if I can't call you Black or make comment about your blackness than don't comment negatively about my whitness. We are more than skin colors!
Asserts equal treatment across racial identities and frames criticism of whiteness as unfair double standard, emphasizing shared humanity.
malikast-pierre1217
Aug 27, 2025
Coming soon to the Christian country named America 🇺🇸
Coming soon to the Christian country named America 🇺🇸
Makes identity claim about America as Christian nation with implicit concern about demographic change.
Vanessa-sp8ri
Jan 27, 2026
Yall support everyone except for America. Thats crazy.
Yall support everyone except for America. Thats crazy.
Us-versus-them framing suggesting selective support based on national identity, with an implicit moral critique.
@Mactownization
Mar 4, 2025
Both my Conservative Grandparents and my Liberal Parents stand with Canada.
Both my Conservative Grandparents and my Liberal Parents stand with Canada.
Asserts Canadian national unity across political divides, emphasizing collective identity and belonging.
@shaamex2
Mar 4, 2025
From the American people to Trudeau we hate you Canadians are cool but you ruined that country
From the American people to Trudeau we hate you Canadians are cool but you ruined that country
Expresses American identity and rejection of Canadian leadership, framing Trudeau as responsible for Canada's problems.
@doviangraciano4359
Mar 4, 2025
*The majority population of every country should be the people born in said country*
*The majority population of every country should be the people born in said country*
Asserts a nationalist principle that native-born populations should constitute the majority, framing immigration as a demographic threat.
MapleSoldier69
Jan 27, 2026
Where are Canadians now??? Look how racist you ppl are!
Where are Canadians now??? Look how racist you ppl are!
Challenges Canadian identity and accuses Canadians of racism, asserting an us-vs-them framing.
@imyashazad
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
They ruined their country now they want to ruin yours. Classic.
They ruined their country now they want to ruin yours. Classic.
Uses us-vs-them framing suggesting immigrants are outsiders intent on harming Canada, with implicit threat narrative.
PizzaBender
Feb 27, 2026
as an Canadian this is an insult for the Citizen of this country to allow such radical change into a small farm town like it use to be now its overrule by Immigrant that are …
as an Canadian this is an insult for the Citizen of this country to allow such radical change into a small farm town like it use to be now its overrule by Immigrant that are nasty and are just hurting our economic well the media blame trumps like moron we are 💀🤡🤣
Asserts Canadian identity and frames immigration as a threat to national character and economic wellbeing, with demographic anxiety about community transformation.
Botogus-420
Jan 27, 2026
Still dont understand why they left India , if theyre so determined to turn every place they go into another india.
Still dont understand why they left India , if theyre so determined to turn every place they go into another india.
Questions why Indian immigrants come to Canada if they maintain their culture, implying they should assimilate or not immigrate.
paulv7744
Jan 27, 2026
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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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