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
It's called brown town for a reason. LIsten to the racism. It used to be a no color town she says. A Canadian Karen. They are people from India. How dare you address people BY …
It's called brown town for a reason. LIsten to the racism. It used to be a no color town she says. A Canadian Karen. They are people from India. How dare you address people BY THE COLOR OF THEIR SKIN? Sorry, you weren't economically successful or supportive as the Sikhs and other Indians are. That's how it is demographic change. At least they aren't stealing and murdering others like the other humans
Frames demographic change through ethnic/racial identity categories, criticizing both the original speaker and defending Indian/Sikh communities as successful and ethical.
karuna4021
Sep 20, 2025
Now think about how these Indians can even afford to buy these massive churches and temples. They make an average of like 2000 usd A YEAR IN INDIA. Even my small town in Ontario has …
Now think about how these Indians can even afford to buy these massive churches and temples. They make an average of like 2000 usd A YEAR IN INDIA. Even my small town in Ontario has multiple churches taken over by Indians. Hard to explain the anger when an old picture of your Grandfather you never met gets taken down and the church taken over in exhange for some Hindu bullshit.
Also the sikh temple guy saying everything is the same - their culture is unbelievably different than any western culture. We are unfortunately just not the same and don't have the same values.
Takes a lot for us Canadians to get this fed up with a foreigner. We have always been the most multicultural.
The commenter expresses cultural displacement anxiety, asserts Canadian identity as distinct from Indian culture, and frames immigration as a threat to heritage and values.
bombkita
Sep 19, 2025
It is not wrong to hate the people who have destroyed this country and their supporters.
It is not wrong to hate the people who have destroyed this country and their supporters.
Frames political opponents as enemies of the nation, using us-vs-them identity language while attempting moral justification for hostility.
Canada151337
Feb 17, 2026
My Canada/ my town now called Bombay!
My Canada/ my town now called Bombay!
Uses sarcastic renaming of Canada/town to express loss of national identity and demographic anxiety about Indian immigration.
luckyguy600
Sep 28, 2025
As a Canadian, you will have to kill us all to take over our Country ?
As a Canadian, you will have to kill us all to take over our Country ?
Asserts Canadian national identity and resistance to external takeover, using hyperbolic language to express territorial/sovereignty concerns.
@theoffspring07
Mar 4, 2025
Every time Trump has become president he’s made us look extremely dumb, ignorant, and childish. I’m convinced those who worship him hate this country, and through that hate, claim to be patriotic. Maybe it is …
Every time Trump has become president he’s made us look extremely dumb, ignorant, and childish. I’m convinced those who worship him hate this country, and through that hate, claim to be patriotic. Maybe it is time ppl start to eat the rich as they say. ??♂️
Contrasts patriotism with hatred, framing Trump supporters as betraying national identity and values.
@officialnoquestion
Mar 4, 2025
Most of Indians who call themselves Punjabi don't even wanna acknowledge that Punjab is not a country but a state that belongs to India. So why don't you just say Punjab India? Only Punjab.
Most of Indians who call themselves Punjabi don't even wanna acknowledge that Punjab is not a country but a state that belongs to India. So why don't you just say Punjab India? Only Punjab.
Challenges identity claims by asserting Punjab is a state, not a country, questioning how immigrants self-identify.
Identity Assertion
0.81
littlewilostories
Feb 27, 2026
We always thought we knew our enemies. We learned that the USA gov has been our enemy for decades. Regards from Europe.
We always thought we knew our enemies. We learned that the USA gov has been our enemy for decades. Regards from Europe.
Frames USA government as an enemy to Canada, expressing betrayal and us-vs-them identity positioning from a European perspective.
@Kikiyayazengardens
Mar 5, 2025
white men being their racists selves even in canada.
white men being their racists selves even in canada.
Makes a sweeping claim about racial behavior ('white men being racist'), asserting group identity and moral judgment simultaneously.
Sociology_Tube
Oct 9, 2025
These comments have failed to address the most important issues No immigrants, no Canada White individuals are not having children and that is the biggest problem.
These comments have failed to address the most important issues
No immigrants, no Canada
White individuals are not having children and that is the biggest problem.
Frames immigration as existential threat to Canada while asserting white demographic decline as the 'biggest problem,' combining identity and demographic anxiety.
sharona7428
Aug 25, 2025
What about White Invasion of Canada…
What about White Invasion of Canada…
Uses provocative framing of white Canadians as 'invaders,' inverting typical immigration discourse through racial identity assertion.
throwaway395
Feb 15, 2026
2026, the year where we get the gov to replace and rename our flag, anthem, remembrance day, canada day to represent the new identity since Canada IS NOT CANUCK ANYMORE! GET OVER IT!
2026, the year where we get the gov to replace and rename our flag, anthem, remembrance day, canada day to represent the new identity since Canada IS NOT CANUCK ANYMORE! GET OVER IT!
Expresses demographic anxiety about national identity transformation due to immigration-driven demographic change.
JohnPaul-ng8lh
Feb 27, 2026
It's not just Brampton half of Vancouver is full of Indians
It's not just Brampton half of Vancouver is full of Indians
Makes demographic claims about ethnic concentration in Canadian cities, framing immigration through ethnic identity and implicit concern.
Mindcrate2
Jan 27, 2026
This is Canada. In Canada, Canadian flag only. Other flags must be removed.
This is Canada. In Canada, Canadian flag only. Other flags must be removed.
Commenter asserts Canadian national identity and makes a prescriptive statement about symbols of belonging, framing it as an us-vs-them issue.
woldekidanitbarek9514
Jan 29, 2026
Left a shithole of a country, then try to turn Canada ( or wherever they go to ) into the same shithole they left
Left a shithole of a country, then try to turn Canada ( or wherever they go to ) into the same shithole they left
Frames immigrants as bringing their home country's problems to Canada, implying cultural incompatibility and threat to national identity.
MrBagboy007
Sep 9, 2025
Why are you only targeting the Indian community?? How about the Chinese invasion in Markham?? The whole city of Markham is only Chinese
Why are you only targeting the Indian community?? How about the Chinese invasion in Markham?? The whole city of Markham is only Chinese
Challenges perceived targeting of one ethnic group while invoking another ethnic group as comparison, using 'invasion' language to frame demographic change as threat.
KoolKat42
Jan 28, 2026
For all you non-Albertan commentators, most of us are so proud that Premiere Smith allows our voices to be heard, and after the referendum vote you will see what most Albertan's believe..........I know that must …
For all you non-Albertan commentators, most of us are so proud that Premiere Smith allows our voices to be heard, and after the referendum vote you will see what most Albertan's believe..........I know that must scare Eastern Canada.
Asserts Albertan identity and pride while framing regional political divisions as us-versus-them.
@jonathang7170
Feb 20, 2026
Immigrants are great as long as they assimilate, indians don't
Immigrants are great as long as they assimilate, indians don't
Frames immigration acceptance as conditional on assimilation, asserting that a specific ethnic group fails to meet this cultural expectation.
illnoct
Jan 27, 2026
You are 21 days away from leaving Canada! Canadian hates you ???
You are 21 days away from leaving Canada! Canadian hates you ???
Asserts Canadian identity and rejection of the subject, framing them as an outsider not belonging to Canada, with implicit call for departure.
@fernandosanfranciscoca9278
Mar 4, 2025
The STINK of B.O. is rising!
The STINK of B.O. is rising!
Uses dehumanizing sensory stereotyping to assert cultural otherness and express xenophobic anxiety about immigrant presence.
Grandmasterkiller
Oct 28, 2025
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)