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
lol rather be a racist then a liberal. We all know what racist means nowadays mean lib don’t like your opinion or they don’t wanna deal with the problems.
lol rather be a racist then a liberal. We all know what racist means nowadays mean lib don’t like your opinion or they don’t wanna deal with the problems.
Asserts political identity while redefining 'racist' as a dismissive label used by opponents, with sarcastic tone.
UBGaming-y5k
Feb 27, 2026
This does not happen with people from other more compatible countries
This does not happen with people from other more compatible countries
Implies certain immigrant groups are incompatible with Canada while others are acceptable, asserting ethnic/cultural hierarchy.
josealvarez8028
Feb 24, 2026
Bro this too real can somebody remember the last time a Canadian made your ice cap??
Bro this too real can somebody remember the last time a Canadian made your ice cap??
Rhetorical observation implying Canadian workers are absent from service jobs, framing workplace composition as an identity/demographic issue.
ZazaZaza-f6x7u
Jan 27, 2026
My major problem is not that we have Indians here my major problem is that they don't have any Civic sense and they bring their own Civic sense of India over here being aggressive angry …
My major problem is not that we have Indians here my major problem is that they don't have any Civic sense and they bring their own Civic sense of India over here being aggressive angry no customer service no niceness no please or thank you they get mad and angry very fast they shout and yell at you this scam they close the doors of a store before they're supposed to LOL that happened so many times it's just nasty and very disgusting I have seen some really disgusting s*** and retail stores including coffee shops
Expresses cultural anxiety about Indian immigrants' behavior and civic values, framing them as incompatible with Canadian norms.
PeterMaze-u5v
Feb 18, 2026
Fuck me them punjabis and Indians won’t mix well
Fuck me them punjabis and Indians won’t mix well
Expresses ethnic/cultural incompatibility claim using crude language, asserting group-based conflict framing.
robertuengland3744
Jan 27, 2026
@8:15 Oh, and why is that? No white people to coat tail?
@8:15 Oh, and why is that? No white people to coat tail?
Uses sarcastic questioning to assert racial/ethnic identity concerns about workplace demographics.
regdomain4690
Jan 27, 2026
U call us poop eater, look at your self Babies of Europeans now called Canadians, what are you hopless country
U call us poop eater, look at your self
Babies of Europeans now called Canadians, what are you hopless country
Defensive ethnic identity assertion responding to perceived slurs, questioning legitimacy of Canadian identity.
Su-oc4vb
Jan 29, 2026
ngl i agree with bike dude, like I'm not racist but he's somewhat right, he got some good points
ngl i agree with bike dude, like I'm not racist but he's somewhat right, he got some good points
Commenter distances themselves from racism while endorsing critical views about immigrants, using identity-protective language.
MRProbablyCapybara
Feb 18, 2026
Totally agree , immigrants should comply with what is Canadian and not try to impose your culture where you came from. When one makes a comment about immigrants they accused us racist. However they can …
Totally agree , immigrants should comply with what is Canadian and not try to impose your culture where you came from. When one makes a comment about immigrants they accused us racist. However they can say and do whatever they wish which is not acceptable by all.
Assertion of Canadian cultural boundaries and us-vs-them framing regarding immigrant assimilation and perceived double standards in speech norms.
glom1732
Dec 27, 2025
Indians are NOT junkies. Id prefer Indians to white and black junkies
Indians are NOT junkies. Id prefer Indians to white and black junkies
Makes comparative ethnic claims about immigrant groups, asserting preferences based on racial/national identity.
corpsmankind
Feb 9, 2026
I wonder what honorable country they come from😏
I wonder what honorable country they come from😏
Sarcastic questioning of immigrants' country of origin with dismissive tone, implying moral judgment about their background.
Moneyhacks1010
Feb 24, 2026
Sad how brainless leaders destroying country, and only white is responsible for all because of their self-destructions they work on
Sad how brainless leaders destroying country, and only white is responsible for all because of their self-destructions they work on
Blames leaders for country destruction while invoking racial identity ('white'), framing national decline through ethnic/identity lens with implicit us-vs-them framing.
avetsuper6272
Sep 27, 2025
“Student drivers” ruined already Texas trash roads.
“Student drivers” ruined already Texas trash roads.
Blames foreign student drivers for road conditions, implying they are a negative influence.
dallasryder8125
Jan 27, 2026
Trump supporter here. I think Canada and Truedough are being very disrespectful to us. They should be saying Thank You more often for our support over the years. Teuedough hasn't got the cards on his …
Trump supporter here. I think Canada and Truedough are being very disrespectful to us. They should be saying Thank You more often for our support over the years. Teuedough hasn't got the cards on his side to go into a trade wars with us. No cards on his side. Tantrum Treudough is what i call him. No cards. Owes us an apology.
Trump supporter asserting American superiority and Canadian disrespect, using derogatory language to frame identity conflict.
@AndrewSmith-qw5kt
Mar 4, 2025
That white trash Canadian is a treasure
That white trash Canadian is a treasure
Uses derogatory class language ('white trash') while praising someone as authentically Canadian, asserting identity boundaries.
DJ-yj7op
Jan 27, 2026
Finally someone notable makes a video about this bullshit. Canada has basically become India in its entirety.
Finally someone notable makes a video about this bullshit. Canada has basically become India in its entirety.
Claims Canada has been transformed into 'India,' expressing demographic anxiety and national identity loss through hyperbolic framing.
DeV_2Turnt4L
Jan 27, 2026
Main problem with canada was that they invited those dumbs from whole over the world who were never pleased in their countries. I am from punjab and past 7 years I saw those people going …
Main problem with canada was that they invited those dumbs from whole over the world who were never pleased in their countries. I am from punjab and past 7 years I saw those people going abroad those who were useless are not able to earn a living here.
The comment makes sweeping generalizations about immigrants as 'useless' people who couldn't succeed in their home countries, framing them as undesirable outsiders.
ayushkaushik2231
Jan 29, 2026
Theres a reason why people call it 'Bramladesh'
Theres a reason why people call it 'Bramladesh'
The comment uses a derogatory portmanteau ('Bramladesh') to assert demographic anxiety about South Asian immigration changing a Canadian neighborhood's character.
artfrombelow
Jan 27, 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
to them your land is an economic zone, nothing more
to them your land is an economic zone, nothing more
Frames immigrants as viewing Canada purely as economic opportunity rather than a home, suggesting cultural incompatibility and threat to national identity.
argplutoniumman
Feb 25, 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)