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
Canada has been destroyed by mass immigration. And refusal to intergrate into what used to be the Canadian culture......
Canada has been destroyed by mass immigration. And refusal to intergrate into what used to be the Canadian culture......
Commenter asserts that Canadian culture has been destroyed and criticizes lack of integration, framing immigration as a threat to national identity.
wcleet
Jan 27, 2026
We dont want your globalist world Canada. We are leaving the neo liberal order. Open boarder and the post industrial apocalypse you want to bring to tbe world. Problem is these leftist will sabotage and …
We dont want your globalist world Canada. We are leaving the neo liberal order. Open boarder and the post industrial apocalypse you want to bring to tbe world. Problem is these leftist will sabotage and destroy thier own country just to spite trump and their own people. They support a nazi lead party in Ukraine where even gay marriage is illgeal. Leftist are sick curel people
Comment frames immigration and globalism as threats to national identity and values, with us-vs-them framing against 'leftists' and moral condemnation of political opponents.
@Realismike
Mar 4, 2025
Go Canada!! F! TRUMP
Go Canada!! F! TRUMP
Expresses national pride and opposition to Trump, asserting Canadian identity through patriotic sentiment.
@ThomasSperow
Mar 4, 2025
They want to make Canada look like India, but don't want to improve their own country? F that. I'd be pissed if my elders tried to force their customs and beliefs onto another in Canada …
They want to make Canada look like India, but don't want to improve their own country? F that. I'd be pissed if my elders tried to force their customs and beliefs onto another in Canada or America. Jewish are doing it too. They don't assimilate whileaking you pay for their welfare.
The comment expresses anxiety about cultural preservation and assimilation, framing immigration as a threat to Canadian identity while making sweeping claims about ethnic groups.
SeIfPreservation
Feb 28, 2026
ya get rid the dam imigrients there pain n the ass there no gd they expect everything on silvr platter bs
ya get rid the dam imigrients there pain n the ass there no gd they expect everything on silvr platter bs
Dismisses immigrants as unwanted outsiders with derogatory language, framing them as incompatible with the commenter's national/cultural identity.
littledove1292
Aug 26, 2025
We need less Indians and more Pakistanis
We need less Indians and more Pakistanis
Expresses preference for certain ethnic groups over others, framing immigration as an us-vs-them demographic competition.
agamerblue3250
Jan 27, 2026
We must face it, whites are cucks, at this point there's no denying
We must face it, whites are cucks, at this point there's no denying
Makes a derogatory racial generalization about white people, asserting a negative identity claim.
Identity Assertion
0.85
english3082
Jan 27, 2026
this is awesome we need more indians in canada! Hindu and punjabi will take over! YESSS YESS! more trash and a buch of fuck head people..
this is awesome we need more indians in canada! Hindu and punjabi will take over! YESSS YESS! more trash and a buch of fuck head people..
Expresses anxiety about demographic change ('take over') mixed with dehumanizing language, combining identity-based framing with threat rhetoric.
Ovakill22
Jan 27, 2026
The good thing about racists they keep their culture pure
The good thing about racists they keep their culture pure
Comment uses sarcasm to critique cultural purity arguments, asserting identity-based claims while implicitly challenging racist ideology.
RobinJay52
Jan 27, 2026
I would rather them over Muslims and africans all day 😂😂😂
I would rather them over Muslims and africans all day 😂😂😂
Comment expresses preference for one immigrant group over others based on religious/ethnic identity, using us-vs-them framing.
RealHooman10
Jan 27, 2026
Brampton has always been a Shithole going back at least 50 years. Horrible place and the white people are complete retards lol .
Brampton has always been a Shithole going back at least 50 years. Horrible place and the white people are complete retards lol .
Uses derogatory language to demarcate in-group/out-group boundaries and express contempt for a place and its residents based on racial/ethnic categorization.
Rockydoggyhustle
Jan 27, 2026
as long as they are not indian, every one is wellcome
as long as they are not indian, every one is wellcome
Makes a discriminatory statement excluding a specific nationality while claiming to welcome others, combining identity-based exclusion with an unverified generalization.
adilabdu18
Jan 4, 2026
punjabi are the best / elite of india. punjabis are good people. sat sri akal my brothers and sisters
punjabi are the best / elite of india. punjabis are good people. sat sri akal my brothers and sisters
Asserts ethnic/cultural identity and superiority of Punjabis, using in-group greeting to reinforce belonging.
Identity Assertion
0.85
Mingonator87
Jan 27, 2026
Canadian native indian ! Or French and British thinking they are more Canadian ?
Canadian native indian ! Or French and British thinking they are more Canadian ?
Raises questions about who counts as 'truly Canadian' by invoking indigenous and colonial heritage, establishing hierarchies of belonging.
Identity Assertion
0.85
omarshenneb4337
Aug 26, 2025
My local Walmart is 100% Indian ( Punjabi) and I can only wonder how non Indians feel when they walk into a store in Canada with total Punjabi conversations. The staff is often not adequately …
My local Walmart is 100% Indian ( Punjabi) and I can only wonder how non Indians feel when they walk into a store in Canada with total Punjabi conversations. The staff is often not adequately informed about products and their placement in the store.
Expresses concern about ethnic demographic change in local spaces with unsubstantiated claims about service quality.
danachats8944
Aug 26, 2025
As a 13th generation Canadian, I am sick of those who come here an expect us change to suit them. Not happening.
As a 13th generation Canadian, I am sick of those who come here an expect us change to suit them. Not happening.
Asserts deep Canadian lineage and cultural ownership, rejecting immigrants' claims to belonging or influence; classic us-vs-them framing.
Identity Assertion
0.85
CANADIANCRUSADER1192
Aug 26, 2025
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own …
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own heritage with food and holiday but we do them in our own house. Not sticking into people’s faces. I feel that’s how immigration should be like. Not hordes of illegals and refugees that ruins our society and cost us loads of tax payer dollars. Now with Canada being India land, I’ll have no choice but leave this country eventually, I’ll have no choice but finding a better place to retire.
Commenter contrasts their family's 'proper' assimilation with perceived threats from 'hordes of illegals' and demographic change, asserting a vision of acceptable vs. unacceptable immigration based on cultural integration and national identity.
AinowayadiLasumma
Jan 27, 2026
Screw Canada. You are a bunch of bums.
Screw Canada. You are a bunch of bums.
Dismissive statement asserting negative characterization of Canadians as a group, using us-vs-them framing.
Identity Assertion
0.85
@Mike-fs2pf
Mar 4, 2025
I'll always say Merry Christmas
I'll always say Merry Christmas
Assertion of cultural/religious identity and resistance to perceived pressure to abandon traditional Canadian expressions.
Identity Assertion
0.85
greatgreengrass9889
Aug 26, 2025
Based Tyler. Fuck India.
Based Tyler. Fuck India.
Endorses a person's anti-India stance while using inflammatory language, asserting in-group solidarity against an out-group.
RememberPalestine
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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Discourse Quality (Perspective API)