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
I'm canadian, Just cancel 3 weeks in Walt Disney World this summer. 20 000 CAD$. KEEP IT IN MY COUNTRY. To Donald: NOW CANADIAN PEOPLE ARE PATRIOTIC LIKE NEVER BEFORE. THANKS TO YOU.
I'm canadian, Just cancel 3 weeks in Walt Disney World this summer. 20 000 CAD$. KEEP IT IN MY COUNTRY. To Donald: NOW CANADIAN PEOPLE ARE PATRIOTIC LIKE NEVER BEFORE. THANKS TO YOU.
Asserts Canadian patriotic identity and national loyalty, framed through economic decision-making and nationalist sentiment.
@kilo11vip92
Mar 4, 2025
The Chinese people have a nickname for the Indians. That nickname is: "Ah San", which roughly means Hooligans.
The Chinese people have a nickname for the Indians. That nickname is: "Ah San", which roughly means Hooligans.
Shares a derogatory ethnic slur and stereotype about Indians, reinforcing negative identity-based characterizations.
Identity Assertion
0.80
johnsmith100
Sep 30, 2025
Indians slogan "born to scam"
Indians slogan "born to scam"
Dehumanizing stereotype presented as a slogan, mixing ethnic identity assertion with attempted dark humor.
mericasense2007
Sep 29, 2025
Where are they? Everywhere. Nasty people they are trying to build this country like their country. Big statues big noisy gatherings so loud in public no following road rules or any policies. Just most of …
Where are they? Everywhere. Nasty people they are trying to build this country like their country. Big statues big noisy gatherings so loud in public no following road rules or any policies. Just most of them are garbage. There are good ones too who adopt to this country and follow things
Uses sweeping negative stereotypes about immigrant behavior and cultural practices ('nasty people,' 'garbage'), framing them as threats to Canadian norms.
ashm7327
Sep 29, 2025
“Canada has deep Christian roots, so it is painful to see Christian churches being converted into Hindu temples. We must pray and work to bring them back to the Lord Jesus.”
“Canada has deep Christian roots, so it is painful to see Christian churches being converted into Hindu temples. We must pray and work to bring them back to the Lord Jesus.”
Asserts Christian national identity and frames religious/cultural change as loss, framed as moral concern about heritage.
joselinraj156
Sep 30, 2025
Oceans to moon, country to country, Wherever India goes fraud goes with them...
Oceans to moon, country to country,
Wherever India goes fraud goes with them...
Makes a sweeping ethnic stereotype linking India to fraud, framing an us-vs-them division.
Mirzapiya369
Sep 30, 2025
Canada, Australia and New Zealand should adapt Indian Culture, one of this day it becomes a CURRY Country.
Canada, Australia and New Zealand should adapt Indian Culture, one of this day it becomes a CURRY Country.
Expresses demographic anxiety about cultural replacement, framing immigration as a threat to national identity.
flood25-r3d
Sep 30, 2025
Yep and now they are fighting each other with issues from India.
Yep and now they are fighting each other with issues from India.
Suggests immigrants bring foreign conflicts into Canada, framing them as outsiders whose 'issues from India' threaten domestic harmony.
Andrew-qx8kg
Sep 29, 2025
That Polac was walking half naked I hope or in his Euro-speedo and yet he has an issue with people walking around naked in their own home hahaha. Dirty, those big house maybe be dirty …
That Polac was walking half naked I hope or in his Euro-speedo and yet he has an issue with people walking around naked in their own home hahaha. Dirty, those big house maybe be dirty inside but I don't see no garbage on their compounds ....what a jealous little eastern European.
Commenter uses ethnic stereotyping ('eastern European') and defensive us-vs-them framing to dismiss criticism of immigrant behavior.
ChaitanyaBhagavata
Sep 28, 2025
Oh BC has it worse but we deal with East Asians in Tesla, Kia and Subaru's. Come do a nice docu series on the sufferings of white people over here please.
Oh BC has it worse but we deal with East Asians in Tesla, Kia and Subaru's. Come do a nice docu series on the sufferings of white people over here please.
Uses sarcasm to assert white identity as marginalized, comparing immigrant experiences to 'sufferings of white people' in ironic tone.
ChaitanyaBhagavata
Sep 28, 2025
temple Indian is very naive. very easy to have that position when your demographic makes up at least 15% of the global population. its not the same type of population, it wouldn't be okay in …
temple Indian is very naive. very easy to have that position when your demographic makes up at least 15% of the global population.
its not the same type of population, it wouldn't be okay in our modern age anywhere else but to "white" people.
Compares demographic groups and asserts differential treatment based on race/ethnicity, framing immigration as unfair to 'white' people.
viperish11
Sep 29, 2025
INDIA 🇮🇳 THE MOST HORRIBLE COUNTRY EVER ON EARTH
INDIA 🇮🇳 THE MOST HORRIBLE COUNTRY EVER ON EARTH
Makes a sweeping negative characterization of a nation/people, combining identity-based judgment with implicit moral condemnation.
HOPE-x1v
Sep 28, 2025
People in india are dishonest and do lot of farud, i always think why they abuse system, i found that lack of resources and opportunites make them to do so. And the only reason is …
People in india are dishonest and do lot of farud, i always think why they abuse system, i found that lack of resources and opportunites make them to do so. And the only reason is Over population.
Makes negative generalizations about Indian people's honesty and system-abuse, with comparative framing about root causes.
anmol2549742
Sep 28, 2025
Liberals are fuckin clueless. Indians screwing Canadians
Liberals are fuckin clueless. Indians screwing Canadians
Combines ethnic/national identity-based blame ('Indians screwing Canadians') with criticism of political leadership.
lenvillemaire4751
Sep 28, 2025
Gill is an Indian surname. Corrupt traitor she is.
Gill is an Indian surname. Corrupt traitor she is.
Uses ethnic surname identification to make a character attack, combining identity-based framing with an unsubstantiated corruption claim.
theastuteangler
Sep 29, 2025
Csis officer r c m p police officer peel police officer you are doing great job I am proud to be canadian
Csis officer r c m p police officer peel police officer you are doing great job I am proud to be canadian
Expresses pride in Canadian identity and law enforcement, asserting national belonging and support for institutions.
Raju-ql5fh
Sep 29, 2025
IT'S NOT ONLY INDIANS, IT'S CHINESE WHO WORK SILENTLY AND CLEVERLY TO GET WHAT THEY WANT OUT OF A COUNTRY.
IT'S NOT ONLY INDIANS, IT'S CHINESE WHO WORK SILENTLY AND CLEVERLY TO GET WHAT THEY
WANT OUT OF A COUNTRY.
Stereotyping Chinese immigrants as working 'silently and cleverly' to exploit the country, framing them as a distinct threatening group.
darlingsapphire1
Sep 29, 2025
It is no longer a cry of racism. India and Indians are culprits. This is the tip of iceberg. I believe it is underestimation . Not 79,000. The question is how to remove them
It is no longer a cry of racism. India and Indians are culprits. This is the tip of iceberg. I believe it is underestimation . Not 79,000. The question is how to remove them
Frames Indians as culprits and calls for their removal, combining ethnic scapegoating with explicit exclusionary action.
orobleh77
Sep 27, 2025
Canada has failed! We are now CanIndia! Why is it so damn important for countries to accept immigrants? Please tell me why!
Canada has failed! We are now CanIndia! Why is it so damn important for countries to accept immigrants? Please tell me why!
Asserts national identity concern ('CanIndia') and frames immigration as a threat to Canadian identity, with a rhetorical question seeking justification.
mylesjarvis7571
Sep 28, 2025
canada is the new little india.
canada is the new little india.
Makes a reductive claim that Canada has become 'little India,' using ethnic identity framing to suggest cultural displacement.
Identity Assertion
0.80
vicparmisano9282
Sep 26, 2025
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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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