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
Thank you for reporting on this. We are tired. I miss my beautiful country. Hopefully we can have our old Canada back one day, when the right person finally gets elected.
Thank you for reporting on this. We are tired. I miss my beautiful country. Hopefully we can have our old Canada back one day, when the right person finally gets elected.
Expresses nostalgia for 'old Canada' and frames immigration as a loss of national identity, with implicit call to vote for change.
Jnneska
Jan 28, 2026
It’s not Americans doing this it’s Trumplicans that make up a small portion of us.
It’s not Americans doing this it’s Trumplicans that make up a small portion of us.
Distinguishes between Americans and 'Trumplicans,' asserting a boundary between groups and claiming one subset is responsible for problematic behavior.
Identity Assertion
0.85
@scottberge6286
Mar 4, 2025
Indians go back to your country
Indians go back to your country
Explicitly frames Indians as outsiders who don't belong in Canada, asserting national/ethnic boundaries.
mattjindra2149
Jan 28, 2026
These people obviously don’t fit in
These people obviously don’t fit in
Makes an us-vs-them assertion that immigrants don't belong or fit into Canadian identity/culture.
barrroger1162
Aug 25, 2025
I was born in Brampton. THE INDIANS RUINED IT!!!! Escaped 15 years ago.
I was born in Brampton. THE INDIANS RUINED IT!!!! Escaped 15 years ago.
Personal account of leaving Brampton with explicit blame toward Indian immigrants for the city's decline, framing identity conflict.
BoatyCoyote
Jan 28, 2026
As a German I think Indian immigration is better than Muslim immigration
As a German I think Indian immigration is better than Muslim immigration
Commenter asserts ethnic/religious preference hierarchy, framing Indian immigration as superior to Muslim immigration based on identity categories.
Newbie-m5y
Feb 26, 2026
It looks like India has colonized Canada. It's literally Delhi 2.0.
It looks like India has colonized Canada. It's literally Delhi 2.0.
Claims about demographic change and cultural displacement using inflammatory language ('colonized'), framing immigration as a threat to national identity.
souldrifter-sd95
Jan 28, 2026
Anyone calling Canadians racists is an ABSOLUTE HYPOCRITE. You come here and talk about our culture like that it's racist on it's own. We WERE the MOST welcoming culture to newcomers... NOT ANYMORE THANKS TO …
Anyone calling Canadians racists is an ABSOLUTE HYPOCRITE. You come here and talk about our culture like that it's racist on it's own. We WERE the MOST welcoming culture to newcomers... NOT ANYMORE THANKS TO THE DISRESPECTFUL A-HOLES COMING HERE TO STIR THINGS UP. Never Again will i trust in this MULTICULTURALISM LIE. IT"S A LIE THEY DON'T WANT MULTI THEY WANT THEIR OWN CULTURE. Lying S.o.b.s
Asserts Canadian cultural superiority and victimhood, claiming immigrants disrespect Canadian values and reject multiculturalism.
pepperfish_
Aug 25, 2025
White liberal women are a scourge to society
White liberal women are a scourge to society
Derogatory generalization targeting a demographic group based on political/cultural identity.
fanmajnekrofta27
Jan 28, 2026
This Italian would love Canadian people to find the collective strenght and pride to resist to the arrogance of the US.
This Italian would love Canadian people to find the collective strenght and pride to resist to the arrogance of the US.
Commenter asserts Italian identity and frames Canada as needing collective pride/strength against US arrogance, emphasizing national identity and comparative positioning.
@mongrelrat
Mar 4, 2025
I’m angry at, immigrants!!! Fit in, or fuk off!
I’m angry at, immigrants!!! Fit in, or fuk off!
Demands assimilation as a condition of belonging, asserting Canadian cultural boundaries with an implicit ultimatum.
BLASTER1989
Aug 25, 2025
As a life long Republican IM ASHAMED, ABSOLUTELY ASHAMED OF TRUMP!!!\n Disgusting TROLL!!
As a life long Republican IM ASHAMED, ABSOLUTELY ASHAMED OF TRUMP!!!\n Disgusting TROLL!!
Commenter asserts their Republican identity while rejecting Trump, emphasizing moral disapproval and distancing from party leadership.
@MikeJohnson-c2o
Mar 4, 2025
Canada is now just India 2.0 with a growing relationship with the CCP.
Canada is now just India 2.0 with a growing relationship with the CCP.
Claims Canada is becoming 'India 2.0' with demographic anxiety and us-vs-them framing about national identity and foreign influence.
bobnoggets5114
Jan 27, 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
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
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
If their country and culture is so great why did they leave ?????
If their country and culture is so great why did they leave ?????
Questions immigrants' loyalty by implying their home countries are superior, framing immigration as contradictory to national pride.
jamesvuk9761
Jan 28, 2026
Canada become Indian 2.0, congrat
Canada become Indian 2.0, congrat
Expresses demographic anxiety through comparative framing, suggesting Canada is being replaced by Indian culture, with dismissive tone.
nguachi3n
Aug 25, 2025
I drove through Toronto and I barely saw any white people just Indians.
I drove through Toronto and I barely saw any white people just Indians.
Observational claim about demographic composition framed as demographic anxiety, asserting ethnic/cultural presence as noteworthy or concerning.
SwanieGaming
Jan 27, 2026
Not surprised 0 whites at timhortans shits gone down Hill
Not surprised 0 whites at timhortans shits gone down Hill
Comment asserts racial/ethnic identity concerns ('0 whites') and expresses decline narrative about Canadian institutions, framing demographic change as negative.
BradenYG
Jan 28, 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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