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
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
Thank you for interviewing the older Indian immigrants. So many are pissed about the influx.
Thank you for interviewing the older Indian immigrants. So many are pissed about the influx.
References older Indian immigrants' frustration about immigration influx, asserting in-group sentiment and demographic concern.
KarmG-fo4xr
Feb 28, 2026
I don’t understand why Jeets 🇮🇳🤮 are so obsessed with poo and P
I don’t understand why Jeets 🇮🇳🤮 are so obsessed with poo and P
Uses dehumanizing ethnic stereotyping and makes an unsubstantiated generalization about a national group.
Aanyarehmani
Jan 27, 2026
There are people in comments who are not native to canada 😂still they hate if Indians live there .come on now non-indigenous people
There are people in comments who are not native to canada 😂still they hate if Indians live there .come on now non-indigenous people
The commenter points out the hypocrisy of non-indigenous people opposing Indian immigration, using identity and belonging as the central argument.
Gajjar27
Feb 28, 2026
Immigration without assimilation is INVASION
Immigration without assimilation is INVASION
Framing immigration without assimilation as an existential threat ('invasion'), emphasizing cultural identity boundaries.
nancystclair1376
Feb 28, 2026
Disgraceful and a slap in tge face to true Canadians
Disgraceful and a slap in tge face to true Canadians
Claims about who counts as a 'true Canadian' and frames immigration as an affront to national identity.
bassbeauty
Feb 27, 2026
Guy with the bike is the only patriot in that town
Guy with the bike is the only patriot in that town
Uses patriotism framing to elevate one person while implicitly contrasting with others, asserting national identity values.
Identity Assertion
0.85
yanvega6616
Feb 27, 2026
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my …
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my own country and make it a better place to live and not have buch of kids or maybe not even one ❤
Commenter asserts preference for their own country over Canada and frames themselves as distinct from immigrants, with comparative national loyalty.
todllerwatching2544
Feb 28, 2026
The most racist province protecting their franco-Aryan heritage.
The most racist province protecting their franco-Aryan heritage.
Frames Quebec's immigration policy as ethnic/cultural protectionism using charged language about heritage and identity.
mcscotty325
Nov 21, 2025
Trudeau gets in office talks about creating more jobs for Canadians right well how many white people did anyone see working non yeah okay same thing where I’m at and who’s on the street oh …
Trudeau gets in office talks about creating more jobs for Canadians right well how many white people did anyone see working non yeah okay same thing where I’m at and who’s on the street oh yeah Canadians some one tell me how that’s right
Uses racial framing to assert that employment and social benefits are being distributed unfairly based on ethnicity, with us-vs-them rhetoric.
MrNovaScotia840
Feb 27, 2026
Yeah they talk about Pakistan And Bangladesh like their country is cleaner than Switzerland,like bro when you are proud of your country that much so why you go abroad to get better life,stay in your …
Yeah they talk about Pakistan And Bangladesh like their country is cleaner than Switzerland,like bro when you are proud of your country that much so why you go abroad to get better life,stay in your country
Commenter uses us-vs-them framing to question why immigrants from Pakistan/Bangladesh leave if they're proud of their countries, implying hypocrisy and national superiority.
HappyBear-w5f
Feb 27, 2026
4:56 amen! I'll take Sikhs over muslims any time!
4:56 amen! I'll take Sikhs over muslims any time!
Expresses preference for one religious/ethnic group over another, making comparative identity-based claims.
jonnywatts2970
Feb 27, 2026
Firstly 😂 there’re no such thing as white European native Canadians 🤷♂️ yall are descendants of illegal aliens who’ve destroyed and killed the way of the native people’s.
Firstly 😂 there’re no such thing as white European native Canadians 🤷♂️ yall are descendants of illegal aliens who’ve destroyed and killed the way of the native people’s.
Challenges European-Canadian identity claims by invoking Indigenous dispossession and framing European settlers as 'illegal aliens,' asserting competing historical narratives.
nas4235
Feb 27, 2026
Canada's No 1 racist is Justin Trudeau!
Canada's No 1 racist is Justin Trudeau!
Accusation framing a political leader as embodying racism, blending identity and moral claims.
TheBearDenPhotography
Feb 27, 2026
5:49 Ignorant white racist man
5:49 Ignorant white racist man
Makes a character judgment based on perceived race and ideology, asserting moral disapproval through identity-based framing.
Subway_B
Jan 27, 2026
Canadian here, my local malls food court used to include subway, Mary browns, Tim’s hortons etc… today, it’s all foreign food places and you can barely read any of the names of each spot. Liberalism …
Canadian here, my local malls food court used to include subway, Mary browns, Tim’s hortons etc… today, it’s all foreign food places and you can barely read any of the names of each spot. Liberalism ruined Canada.
Personal observation framed as cultural displacement with nationalist critique, asserting Canadian identity concerns about foreign presence.
MXe-g9k
Jan 27, 2026
An immigrant who is a minister telling us about immigrants is just disgusting and should never be allowed. No immigrant should EVER be in government.
An immigrant who is a minister telling us about immigrants is just disgusting and should never be allowed. No immigrant should EVER be in government.
Asserts that immigrants should be excluded from government positions, framing immigrant participation as inherently problematic.
xtrickster6556
Feb 27, 2026
They dont even want to say Indian..its fucking khalistanis
They dont even want to say Indian..its fucking khalistanis
Commenter uses inflammatory language to assert ethnic/religious distinction (Khalistan separatism) and frames it as a hidden identity problem.
HazelJ-k6c
Jan 27, 2026
Canadians are suiciding their own country and culture right now
Canadians are suiciding their own country and culture right now
Claims about national/cultural identity being threatened, framed as existential danger to Canada.
lialiathelock
Jan 27, 2026
The Charter is NOT for non-citizens it IS for CITIZENS of Canada. If you go to the States for a visit do you suddenly have all the rights of their Constitution? NO, no you do …
The Charter is NOT for non-citizens it IS for CITIZENS of Canada. If you go to the States for a visit do you suddenly have all the rights of their Constitution? NO, no you do not. Nor do you in ANY other country. Kick them all out.
Asserts that constitutional rights belong only to citizens, uses comparative framing with the US, and calls for removal of non-citizens.
flashgordon99999
Feb 26, 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)