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
Search & Filter
Identity Assertion
5,512 comments
They all are not Indians some of them are pakistani and those mf not respect the law in Canada and they do not respect the law in Pakistan because they earn in dollars and their …
They all are not Indians some of them are pakistani and those mf not respect the law in Canada and they do not respect the law in Pakistan because they earn in dollars and their families in pakistan are super rich.
Distinguishes between national groups (Indians vs Pakistanis) and frames certain immigrants as lawbreakers and disrespectful, combining identity categorization with threat framing.
Ibelieveinconspiracy243
Jan 27, 2026
ya man canada is turning into brown town 😂
ya man canada is turning into brown town 😂
Uses derogatory slang and humor to express demographic anxiety about racial/ethnic change in Canada.
retaliates
Jan 27, 2026
Tyler, ur not white buddy
Tyler, ur not white buddy
Challenges another commenter's racial/ethnic identity claim, engaging in identity-based dispute.
Identity Assertion
0.80
ChromeMan04
Jan 27, 2026
They've ruined my country
They've ruined my country
Expresses nationalist sentiment and claims of national decline due to immigration.
maplejakee
Jan 27, 2026
You people can stop migrating to bali and thailand if you hate Hindu Culture.
You people can stop migrating to bali and thailand if you hate Hindu Culture.
Frames an us-vs-them boundary around Hindu culture and suggests migrants should not visit if they disrespect it.
Identity Assertion
0.80
Verroll
Jan 27, 2026
Canada sucks.
Canada sucks.
Blanket negative statement about Canada as a nation, expressing national dissatisfaction.
Identity Assertion
0.80
idonotknowanynames
Jan 27, 2026
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
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
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
*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
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
If my surrounding mostly speak like an Indian scammer, I'd pack my stuff and leave.
If my surrounding mostly speak like an Indian scammer, I'd pack my stuff and leave.
Uses ethnic stereotyping and expresses unwillingness to coexist with a particular group, framing cultural difference as threat.
thomass117
Jan 27, 2026
i agree on this canada shouldn't have any temples and india shouldn't have any churches both should remove these places
i agree on this canada shouldn't have any temples and india shouldn't have any churches both should remove these places
Commenter advocates for religious segregation by country, asserting that nations should maintain cultural/religious homogeneity.
freeman4758
Jan 27, 2026
WHITE WOKE LIBERAL BOOMERS are no longer needed on this EARTH 🌎
WHITE WOKE LIBERAL BOOMERS are no longer needed on this EARTH 🌎
Uses inflammatory identity-based language targeting a demographic group ('white woke liberal boomers'), framing them as obsolete.
jasonviking
Jan 27, 2026
Canadian are the most racist people on earth they just know how to hide it
Canadian are the most racist people on earth they just know how to hide it
Makes a sweeping claim about Canadian national character and racism, framing Canadians as a distinct group with hidden prejudice.
Rahim-f1b
Jan 27, 2026
Nah Canada is the greatest country on earth
Nah Canada is the greatest country on earth
Patriotic assertion of Canadian national superiority, affirming national identity and pride.
Superperpr
Jan 27, 2026
Even in Ontarios small towns (Im a couple hours north of Toronto) and its not just Tim Hortons but in almost every fast food chain is all Indians working
Even in Ontarios small towns (Im a couple hours north of Toronto) and its not just Tim Hortons but in almost every fast food chain is all Indians working
Combines lived observation with demographic framing that emphasizes ethnic/national identity patterns in employment.
zarahsgarden2097
Jan 27, 2026
Some Indians ruined the image of all immigrants in Canada.
Some Indians ruined the image of all immigrants in Canada.
Uses collective blame framing (ethnic group stereotyping) while implying moral judgment about group reputation.
LinuxCoder-Root
Jan 27, 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)