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 am embarrassed to be Canadian. Trump is doing everything and anything to make America and the American people better. He is not responsible for canada. All we do here is whine and get into …
I am embarrassed to be Canadian. Trump is doing everything and anything to make America and the American people better. He is not responsible for canada. All we do here is whine and get into a well if you do this we're gonna do that pissing contest. Instead of us here in Canada doing anything to make Canada stronger and us not reliant on handouts. We got that little brother syndrome where we wanna be like big brother but don't have any power
Expresses shame in Canadian identity and frames Canada as inferior to the US through 'little brother syndrome,' asserting a negative national identity.
@michaelwilliams4695
Mar 4, 2025
Tyler, you should do a video about Scarborough/Markham and the Chinese invasion. I would love to show you around!!!
Tyler, you should do a video about Scarborough/Markham and the Chinese invasion. I would love to show you around!!!
Uses loaded language ('invasion') to frame Chinese immigration as a threat while requesting content that would amplify this framing.
jiuc9314
Jan 27, 2026
All Indians and only Indians no matter where you go. Mass immigration without diversity is a total disaster to this country. It is not immigration but Indianization!
All Indians and only Indians no matter where you go. Mass immigration without diversity is a total disaster to this country. It is not immigration but Indianization!
Frames Indian immigration as demographic threat and uses 'Indianization' framing to assert national identity concerns.
Kevin-sq1fk
Jun 30, 2025
That fact that the Prime Minister speaks of Canada as a whole and for all Canadians speaks volumes. Where Donald always speaks against our country not being one.
That fact that the Prime Minister speaks of Canada as a whole and for all Canadians speaks volumes. Where Donald always speaks against our country not being one.
Contrasts Canadian unity and leadership with American divisiveness, asserting national identity and cohesion as a defining characteristic.
@kimberlypoole3996
Mar 4, 2025
Canada has NO CORE IDENTITY. \nCanadians sudden patriot sentiments are intentionally heartwarming but under the surface lies NOTHING becauee once the donald or daddy is gone, so is your patriotism. Fighting pipelines, shaming the population …
Canada has NO CORE IDENTITY. \nCanadians sudden patriot sentiments are intentionally heartwarming but under the surface lies NOTHING becauee once the donald or daddy is gone, so is your patriotism. Fighting pipelines, shaming the population for 150 yr old mass graves, protesting churches... when trump is gone, so is your patriotism. Your. Too. Late.
Claims Canada lacks core identity and frames Canadian patriotism as superficial and dependent on external political figures, asserting fundamental questions about national belonging.
@jessemeyer3628
Mar 4, 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
They are indians, bro! They won't stab you or kidnapp like mexicans. They will just scam you.
They are indians, bro! They won't stab you or kidnapp like mexicans. They will just scam you.
Uses ethnic stereotyping to differentiate immigrant groups, making comparative character judgments based on nationality.
JohnyBig-du6py
Jan 27, 2026
Guys remember... the vast majority of woke and left will say they're all for diversity/mass-multiculturalism is great all while NOT living in areas exactly like this.
Guys remember... the vast majority of woke and left will say they're all for diversity/mass-multiculturalism is great all while NOT living in areas exactly like this.
Uses us-vs-them framing to critique perceived hypocrisy of 'woke' supporters who don't live in diverse areas.
CashMeOutsideHowAboutDat
Jan 27, 2026
Canada is a sht hole country, and Trudeau is a rainbow DEI nonsense lover ?\nTrump ?? ?? ?? ?? Vance ?? USA first ??
Canada is a sht hole country, and Trudeau is a rainbow DEI nonsense lover ?\nTrump ?? ?? ?? ?? Vance ?? USA first ??
Makes derogatory national characterization and attacks Trudeau's identity politics, using us-vs-them framing.
@luisrocanobuestan
Mar 4, 2025
Hindu festivals are dirtiest festivals on earth they put trash everywhere in their celebrations 😢😢
Hindu festivals are dirtiest festivals on earth they put trash everywhere in their celebrations 😢😢
Makes a sweeping negative generalization about Hindu festivals and Indian cultural practices, framing them as inferior and dirty.
KingdomofGodDC
Mar 1, 2026
The majority are Sikh. Almost no problem with them. Sikh are not like your average rural Indian and have been fighting against aggressive Muslims for centuries.
The majority are Sikh. Almost no problem with them. Sikh are not like your average rural Indian and have been fighting against aggressive Muslims for centuries.
Distinguishes Sikhs from 'average rural Indians' and frames them positively against Muslims, asserting ethnic/religious identity hierarchies.
masaokakihara9316
Jan 27, 2026
I am a Native American and WE DONT STAND WITH TRUMPS REGIME!!!
I am a Native American and WE DONT STAND WITH TRUMPS REGIME!!!
Asserts Native American identity and explicitly distances that group from Trump's policies, using identity-based framing.
@ogemaweyaus4105
Mar 4, 2025
❤ Our Prime Minister Justin Trudeau ❤️
❤ Our Prime Minister Justin Trudeau ❤️
Expresses affection and support for the Prime Minister as a symbol of national identity and leadership.
Identity Assertion
0.82
@carinasaldanha4306
Mar 4, 2025
Please don't assume all Americans are into this crazy plan and man called Trump. He is not my President, never was, never will be. I am so sorry that this is happening for no good …
Please don't assume all Americans are into this crazy plan and man called Trump. He is not my President, never was, never will be. I am so sorry that this is happening for no good reason.
Commenter asserts their American identity while distancing from Trump, expressing solidarity with Canada and apologizing on behalf of Americans.
@dr.joannafasulo8682
Mar 4, 2025
Canada was populated by First Nations & mostly Europeans. We were all under the umbrella of Christianity for our religions & we all got along and were happy. But those days are gone people.
Canada was populated by First Nations & mostly Europeans. We were all under the umbrella of Christianity for our religions & we all got along and were happy. But those days are gone people.
Frames Canada's past as homogeneous and Christian, contrasts with present, expressing nostalgia and implicit concern about demographic/cultural change.
paulettenoel4391
Aug 25, 2025
No one cares about America's little brother. We can build it here without you. You can't have low tariffs for your goods and high tariffs for ours.
No one cares about America's little brother. We can build it here without you. You can't have low tariffs for your goods and high tariffs for ours.
Asserts Canadian independence and superiority ('build it here without you') while critiquing US trade hypocrisy.
@jong3257
Mar 4, 2025
THE INDIANS HAVE NO MERCY FOR ANYTHING... THEY ARE RUDE AND CHEAP ...
THE INDIANS HAVE NO MERCY FOR ANYTHING... THEY ARE RUDE AND CHEAP ...
Sweeping negative generalization about Indians as a group using stereotypes, presented as factual claims about ethnic character.
occocaubai..8606
Jan 28, 2026
Canada is about Muslims now
Canada is about Muslims now
Statement asserting demographic change and religious identity shift in Canada, framing Muslims as defining national character.
GrantMacphee
Feb 10, 2026
Trump is the great DIVIDER
Trump is the great DIVIDER
Characterizes Trump as a divisive figure, framing him as a threat to national unity.
Identity Assertion
0.82
@toddburgess5056
Mar 4, 2025
Mr. Trudeau is not my favorite politician, but I sure hear that speech with pride. CANADA STRONG! Let the Orange Dumb*** isolate himself...
Mr. Trudeau is not my favorite politician, but I sure hear that speech with pride. CANADA STRONG! Let the Orange Dumb*** isolate himself...
Asserts Canadian pride and national identity while contrasting Canada favorably against the USA and Trump.
@ericpetitclerc5519
Mar 4, 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)