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
Trudeau stepped up his game. Love this speech. As a Canadian, I am more than willing to go through pain to maintain our sovereignty and nationality. This is the beginning of the end of Americas' …
Trudeau stepped up his game. Love this speech. As a Canadian, I am more than willing to go through pain to maintain our sovereignty and nationality. This is the beginning of the end of Americas' dominance. With the isolationism the White House is mandating, this will be the beginning of its downfall.
Strong assertion of Canadian sovereignty and national identity, framed as willingness to sacrifice for the nation.
@petemiller519
Mar 4, 2025
As a black man I support trump
As a black man I support trump
Asserts personal identity (race) as framing for political support, using identity as basis for political stance.
Identity Assertion
0.85
@schwarzesteMannderWelt1
Mar 4, 2025
DONT GIVE A FLING SHIT TO MANY INDIANS
DONT GIVE A FLING SHIT TO MANY INDIANS
Expresses hostility toward a specific ethnic group (Indians), framing immigration as a demographic threat.
sweetcheeckss
Jan 27, 2026
Good to see whites getting fcuked by indians 😂😂😂😂😂😂
Good to see whites getting fcuked by indians 😂😂😂😂😂😂
Uses racial framing and celebratory tone about demographic change, employing humor to express ethnic/national identity concerns.
bablublast69
Feb 25, 2026
When the gov is filled with the same scammers, of course it's going to continue happening. Never vote for these scammers in office. They will bring their corrupt indian culture to your country.
When the gov is filled with the same scammers, of course it's going to continue happening. Never vote for these scammers in office. They will bring their corrupt indian culture to your country.
Combines ethnic/cultural identity framing ('corrupt indian culture') with calls to vote against politicians, rooted in us-vs-them nationalism.
codylee6894
Feb 11, 2026
Be patient. In 20 years, Canada will be New Delhi. 2.0 seems to be good. I love Indian culture.😢
Be patient. In 20 years, Canada will be New Delhi. 2.0 seems to be good. I love Indian culture.😢
Expresses demographic anxiety about Canada becoming 'New Delhi' while asserting cultural identity concerns, with comparative framing to India.
UuioGHui676
Aug 25, 2025
I don’t know any Canadians that think the immigration is good. Only non Canadians want more non Canadians. French outlets don’t know about that because France isn’t French anymore.
I don’t know any Canadians that think the immigration is good. Only non Canadians want more non Canadians. French outlets don’t know about that because France isn’t French anymore.
Claims about Canadian identity and us-vs-them framing ('Only non Canadians want more non Canadians'), with implicit threat narrative about national character erosion.
connormckendrick4162
Feb 11, 2026
Canada isn’t America’s closest friend ? That’s the United Kingdom (also a left wing hellhole)
Canada isn’t America’s closest friend ? That’s the United Kingdom (also a left wing hellhole)
Asserts Canada's relationship status while making comparative claims about other nations and their political orientation.
@FinalPattern11
Mar 4, 2025
i am from punjab living in uk but khalistan is home for punjabis ❤
i am from punjab living in uk but khalistan is home for punjabis ❤
Asserts cultural/ethnic identity and homeland attachment (Khalistan for Punjabis) while sharing personal location details.
jobansandhu3932
Feb 11, 2026
Canadian here. No, no it doesn't "divide" our great country. Where was France 24 in 2024 when our transit and hospital systems where overwhelmed by foreign students, the vast majority with very rich parents?
Canadian here. No, no it doesn't "divide" our great country. Where was France 24 in 2024 when our transit and hospital systems where overwhelmed by foreign students, the vast majority with very rich parents?
Asserts Canadian identity ('Canadian here') and frames immigration as a divisive issue while criticizing foreign student influx, emphasizing national belonging and resource strain.
AaronBr00mfie7d
Feb 11, 2026
Don’t say that the U.S. did this. TRUMP IS DOING THIS!
Don’t say that the U.S. did this. TRUMP IS DOING THIS!
Makes a pointed distinction between the U.S. as a collective and Trump as an individual actor, emphasizing personal accountability.
@pattiecorriganekness9620
Mar 4, 2025
Both Canada & USA are British migrants, they should go back home to Britain
Both Canada & USA are British migrants, they should go back home to Britain
Asserts shared British heritage as basis for national identity and makes a provocative claim about where people should belong.
@AsiimweJohnson-o5o
Mar 5, 2025
Proud to be a Canadian and my GOVERNMENT ❤ ?? ❤
Proud to be a Canadian and my GOVERNMENT ❤ ?? ❤
Expresses pride in Canadian identity and support for the government, asserting national belonging and patriotic sentiment.
@PITOUBEAR
Mar 5, 2025
Don’t come to my Canada if you adore your native culture. Stay where ever you are.
Don’t come to my Canada if you adore your native culture. Stay where ever you are.
Establishes exclusionary criteria for belonging to 'Canada' based on cultural assimilation, framing national identity as incompatible with cultural pluralism.
christee9467
Aug 26, 2025
Well don't feel like that anymore, time to get racist , it's the only way to get these people out!!!!
Well don't feel like that anymore, time to get racist , it's the only way to get these people out!!!!
Advocates for discriminatory action framed as necessary to remove 'these people,' expressing xenophobic identity-based sentiment.
randalheggie3268
Aug 25, 2025
India 🇮🇳 over Canada. So sad
India 🇮🇳 over Canada. So sad
Expresses preference for Indian national identity over Canadian, implying divided loyalty or rejection of Canadian belonging.
Identity Assertion
0.85
MyFriendlyPup
Feb 5, 2026
Don’t give them anything when they come full stop 🛑. The Europeans started from scratch and built their own success
Don’t give them anything when they come full stop 🛑. The Europeans started from scratch and built their own success
Asserts a nationalist us-vs-them framing ('Europeans built their own success') while critiquing immigration policy, with emphasis on exclusionary identity claims.
jenniferjohnson5961
Aug 26, 2025
I don't believe everything Justin says but what he said about Canadians is very true, they are very polite people but they are also strong when it comes to a fight. Canadians are nice until …
I don't believe everything Justin says but what he said about Canadians is very true, they are very polite people but they are also strong when it comes to a fight. Canadians are nice until they can't be nice anymore than they turn into warriors and brave fighters. If you don't believe me check the Canadian hockey lol very tough to deal with.
Asserts Canadian national identity and character traits, contrasting politeness with strength and warrior spirit.
Identity Assertion
0.85
@MoonEar2025
Mar 4, 2025
Which immigrants??? All Immigrants!! Or those that are less white than you???
Which immigrants???
All Immigrants!!
Or those that are less white than you???
Challenges the framing of 'which immigrants' by suggesting racial bias in the discussion, asserting an us-vs-them dynamic based on whiteness.
tonycordeiro5495
Aug 25, 2025
you guys hate the chinese but now ended up with the worst. India is the dirtiest in the world
you guys hate the chinese but now ended up with the worst. India is the dirtiest in the world
Compares immigrant groups negatively, asserting that Indian immigrants are worse than Chinese immigrants, with dehumanizing language.
watb8689
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)