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
what a time to be alive. USA wants to be alone, let them do that. I know Trudeau is hated in Canada, but god damn is he 100x a leader than what Dumb is supposed …
what a time to be alive. USA wants to be alone, let them do that. I know Trudeau is hated in Canada, but god damn is he 100x a leader than what Dumb is supposed to be
Commenter asserts Canadian identity while making comparative leadership judgments between nations and leaders.
@LoomisPC
Mar 4, 2025
The guy that has a proper Canadian accent but is Asian knows what he’s talking about, proper informed
The guy that has a proper Canadian accent but is Asian knows what he’s talking about, proper informed
Emphasizes that an Asian person with a 'proper Canadian accent' is credible, implying accent/ethnicity as markers of belonging.
assassinskillz123
Feb 7, 2026
Is he even PM … he announced he will step down. Nobody cares about this guy and neither do President Trump.
Is he even PM … he announced he will step down. Nobody cares about this guy and neither do President Trump.
Questions the PM's legitimacy and relevance while asserting that Trump's opinion matters more, reflecting identity-based political positioning.
@saketjain05
Mar 4, 2025
US will crush it, they need us way more than we need them. I would live in a ditch and eat grass just to see this smarmy grifter go down. They obviously don't understand how …
US will crush it, they need us way more than we need them. I would live in a ditch and eat grass just to see this smarmy grifter go down. They obviously don't understand how sick of these people we are.
Strong us-vs-them framing expressing frustration with political leadership and group sentiment ('sick of these people').
@Lester-l6v
Mar 4, 2025
I’m an Indian and even I feel that Canada is losing it all , it’s a white country who build it up . Just kick the immigrants who don’t respect white culture cauz it’s Canada …
I’m an Indian and even I feel that Canada is losing it all , it’s a white country who build it up . Just kick the immigrants who don’t respect white culture cauz it’s Canada not India .
Asserts Canadian national identity as inherently white, frames immigrants as cultural outsiders, and demands exclusion based on cultural conformity.
ablive7010
Sep 20, 2025
Canadians politeness has caused Canada big time grief.
Canadians politeness has caused Canada big time grief.
Characterizes Canadian national identity trait (politeness) as a vulnerability exploited by immigration, framing it as a threat.
jillwhiting919
Feb 6, 2026
Canada is occupied territory by Europeans. Canada isn't only for whites.
Canada is occupied territory by Europeans. Canada isn't only for whites.
Frames Canada as 'occupied territory' and asserts that it belongs to multiple groups, not exclusively to Europeans or whites.
rktubemusic
Jan 27, 2026
I’ve never been more ashamed of my country’s leadership! I’m entirely convinced Trump is a Russian asset.
I’ve never been more ashamed of my country’s leadership! I’m entirely convinced Trump is a Russian asset.
Expresses national shame and identity crisis while making an unverified claim about Trump being a Russian asset.
@eschdaddy
Mar 4, 2025
As an Indian , I confirm that Indian always add value in the society where we live . Indians give contribution very high in taxes , less crime , highly skilled and educated in USA …
As an Indian , I confirm that Indian always add value in the society where we live . Indians give contribution very high in taxes , less crime , highly skilled and educated in USA particularly. May be some khalistani demean us in the name of Indian , because they hate belong called Indian .
The guy with cycle may be true . Might he has faced a khalistani minded bastard .
Asserts positive Indian identity while distinguishing 'normal Indians' from 'khalistani' separatists, using economic contributions to defend group reputation.
SaketRanjan-n4z
Feb 4, 2026
We don’t want this either. I never voted for him but will suffer along with his MAGA cult. MAGA will be shocked I think.
We don’t want this either. I never voted for him but will suffer along with his MAGA cult. MAGA will be shocked I think.
Asserts Canadian identity ('We don't want this either') while distancing from Trump supporters and expressing shared suffering.
@krclinton
Mar 4, 2025
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
wonderful channel ! There are several issues at play. Firstly, Canada belongs to the natives. Secondly. ENGLISH testing needs to be administered prior to arrival. Thirdly, every culture/religion can benefit others , this way society …
wonderful channel ! There are several issues at play. Firstly, Canada belongs to the natives. Secondly. ENGLISH testing needs to be administered prior to arrival. Thirdly, every culture/religion can benefit others , this way society ideally can co-exist. The concern is the extreme bullying from new immigrants - INDIANS. I do not see any other nation BULLYING the rest of the population. Lets be honest, the government needs tax paying citizens to support the economy. Canadians stop being polite and speak up.
Makes claims about specific ethnic groups bullying others and asserts national belonging issues, with a call for Canadians to speak up.
TheUltimate2222
Aug 26, 2025
The older fella talking about assimilation, needs to tell his people what’s up. It’s a shame they don’t all think like that.
The older fella talking about assimilation, needs to tell his people what’s up. It’s a shame they don’t all think like that.
Uses us-vs-them framing ('his people') to critique assimilation attitudes within an immigrant group.
RealRoscoe
Feb 3, 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
India is exporting its population instead practcing any type of birth control education and i dont believe the world should be responsible for providing them jobs and pay
India is exporting its population instead practcing any type of birth control education and i dont believe the world should be responsible for providing them jobs and pay
Comment frames immigration as a burden on receiving countries and asserts that nations have no responsibility to accommodate immigrants, with underlying us-vs-them framing.
1832ec
Jan 27, 2026
This is what u get when u vote for a white liberal, who can care less about others..and native Americans. Their cannanite Gods have no dominion in Canada, for which their Gods/ convictions have brought …
This is what u get when u vote for a white liberal, who can care less about others..and native Americans.
Their cannanite Gods have no dominion in Canada, for which their Gods/ convictions have brought nothing but misery in india.
So now, they want to be intrusive by immigrating to Canada.
Frames immigration as cultural/religious intrusion by outsiders with incompatible values, asserting they bring misery and don't belong in Canada.
snakeeater0224
Sep 23, 2025
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in …
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in illegally or is overstaying their visit.
Asserts in-group/out-group identity (Indian national perspective) and makes derogatory generalizations about other Indians abroad, combined with calls for stricter immigration enforcement.
wokeydoky
Jan 27, 2026
Tamils Punjabi Indians Muslims Chinese Bangladesh Philippinos
Tamils Punjabi Indians Muslims Chinese Bangladesh Philippinos
Lists ethnic and national groups in apparent dismissive enumeration, suggesting othering or categorization of immigrant populations.
Identity Assertion
0.78
sherinfernando9263
Aug 28, 2025
Everyone saying I stand with Canada, but some of you voted for this guy.
Everyone saying I stand with Canada, but some of you voted for this guy.
Challenges the 'us-vs-them' framing by pointing out internal divisions within the group claiming solidarity with Canada.
@garyfagan2105
Mar 4, 2025
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
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)