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
India is evil, to many criminals cases
India is evil, to many criminals cases
Sweeping negative generalization about an entire nation and ethnic group without evidence or nuance.
Vietturtle2023
Jan 29, 2026
Canada needs to understand that they don’t hold a leg to stand on. Put a trade embargo on Canada! We don’t need Canada. Canada will collapse!
Canada needs to understand that they don’t hold a leg to stand on. Put a trade embargo on Canada! We don’t need Canada. Canada will collapse!
Asserts US superiority and dismisses Canada's position through us-vs-them framing, with alarmist language about economic collapse.
@Boswell0352USMC
Mar 4, 2025
lets put an indian citizen in charge of immigration...yikes.these women have no idea what they are doing.
lets put an indian citizen in charge of immigration...yikes.these women have no idea what they are doing.
Combines ethnic/national identity targeting (Indian citizen) with dismissive characterization of women in authority, expressing distrust based on origin.
litonyayo1666
Oct 1, 2025
Congrats guys, Canadians have officially radicalised me and made me racist.
Congrats guys, Canadians have officially radicalised me and made me racist.
Claims personal radicalization and adoption of racist views in response to Canadian conditions, asserting identity shift.
Ni66otFa66er
Feb 19, 2026
Most Indians know this, and they need a reminder no matter how much they contribute to a foreign land or sacrifice the last drop of blood in a foreign country, they will never be accepted …
Most Indians know this, and they need a reminder no matter how much they contribute to a foreign land or sacrifice the last drop of blood in a foreign country, they will never be accepted for you don't tolerate your family members in your house if you feel you are being squeezed facing competition even if they pay you, its natural.
If not today definitely tomorrow you have to return... so, make sure you don't do anything which shuts the door to return.
Asserts that immigrants will never be accepted regardless of contribution, framing permanent outsider status based on ethnic/national identity.
ghumantu6601
Feb 28, 2026
These filthy Indians trash Canada and 💩 on our public beach’s. Disgusting people
These filthy Indians trash Canada and 💩 on our public beach’s. Disgusting people
Comment uses dehumanizing language and ethnic stereotyping to assert in-group/out-group boundaries against Indian immigrants.
RUSTYNAILS-m1c
Jan 27, 2026
Oh, I would like to see a local citizen to replace her in her job! And she can go back to her country!!!!!
Oh, I would like to see a local citizen to replace her in her job! And she can go back to her country!!!!!
Expresses preference for local citizens over immigrants in employment, with xenophobic framing suggesting immigrants should leave.
jan7772-k3x
Feb 11, 2026
To think Canadians used to be tough people. They went the same way as Australia.
To think Canadians used to be tough people. They went the same way as Australia.
Asserts a nostalgic national identity claim about Canadians being 'tough' and implies cultural decline through immigration comparison.
L.Ron.Hoyabembe
Jan 27, 2026
Justin Trudeau sold Canada. Trudeau counts money, and we count Indians
Justin Trudeau sold Canada. Trudeau counts money, and we count Indians
Accusation that PM sold out Canada, using demographic counting rhetoric to frame Indian immigration as national replacement threat.
hchalz
Oct 2, 2025
Most of Richmond end Border control are Sikh. Spot the Canadian security man.
Most of Richmond end Border control are Sikh. Spot the Canadian security man.
Makes a claim about religious/ethnic composition of border control staff with an implicit 'spot the difference' framing suggesting non-Canadian identity.
Y3SHUA-LIVES33
Jan 29, 2026
Crazy to see how relations have broken down between our two countries and sad for all my great American friends and thanks for your support but anyone with half a mind could see this coming. …
Crazy to see how relations have broken down between our two countries and sad for all my great American friends and thanks for your support but anyone with half a mind could see this coming. So many Americans, even republican voters, now waking up to the cold reality of a treasonous, mad president allied to a Russian mad man, isolating the US from the rest of the world. He was basically elected to repaire the economy. Ha! Nice going you orange freak. The stock market is crashing like a Trump casino. You bankrupt two casinos and now you are doing the same to America. Oh! and I hope you're listening to Trudeau's speech, this is what a real leader sounds like. CANADA STRONG AND FREE!!!
Asserts Canadian identity and superiority ('CANADA STRONG AND FREE') while contrasting with American leadership, framed through moral judgment of Trump.
@Bigshot210
Mar 4, 2025
I’m sick of it. Lived in Sauga most of my life, currently live in Calgary but when I go home I stay as FAR AWAY from Brampton as possible. It turns my stomach to see.
I’m sick of it. Lived in Sauga most of my life, currently live in Calgary but when I go home I stay as FAR AWAY from Brampton as possible. It turns my stomach to see.
Expresses disgust at demographic changes in specific neighborhoods, framing it as an us-vs-them identity concern with emotional distress.
feleshaheaven1723
Feb 26, 2026
12:55 That Sikh man is the most rational person in this whole video compared to all the white people complaining that THEY’RE the “minority” now. Keep in mind Canada was NEVER a white country. Racism …
12:55 That Sikh man is the most rational person in this whole video compared to all the white people complaining that THEY’RE the “minority” now. Keep in mind Canada was NEVER a white country. Racism needs to die.
Asserts Canada's non-white identity and frames racism as the core issue, contrasting groups and challenging majority claims.
G00D.GR13F
Oct 2, 2025
I am a dual Canadian/American citizen and I stand with my fellow Canadian’s and am embarrassed by Donald Trump and his brainwashed followers. I will do everything I can do to support Canada. Frankly the …
I am a dual Canadian/American citizen and I stand with my fellow Canadian’s and am embarrassed by Donald Trump and his brainwashed followers. I will do everything I can do to support Canada. Frankly the American citizenship is an embarrassment to me now. ??
Asserts dual citizenship identity, expresses shame about American identity, and declares allegiance to Canada over the US.
@Rachel299
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
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
If you are white, you are still an immigrant. Who cares when you got here...they all have been ruining this beautiful place since colonization. Theyve been here for a few generations so they think they …
If you are white, you are still an immigrant. Who cares when you got here...they all have been ruining this beautiful place since colonization. Theyve been here for a few generations so they think they didnt do the same thing.
Challenges the distinction between 'old' and 'new' immigrants through a racial lens, asserting that all settlers are immigrants and questioning who belongs.
naomibeery8098
Aug 28, 2025
As a first nations canadian person im sick of hearing people cry about foreigners. Maybe my ancestors shouldn't have helped yours so i wouldnt have to listen to first world people cry about first world …
As a first nations canadian person im sick of hearing people cry about foreigners. Maybe my ancestors shouldn't have helped yours so i wouldnt have to listen to first world people cry about first world problems
Asserts First Nations identity and frames anti-immigrant sentiment as ungrateful, using historical grievance to establish moral standing.
nerdingout3560
Aug 29, 2025
We stand with president Trump. You go down, Trudeau. You are not a friend.
We stand with president Trump. You go down, Trudeau. You are not a friend.
Asserts alignment with Trump while rejecting Trudeau as an ally, using us-vs-them framing around national loyalty.
@hombre1075
Mar 4, 2025
I did not vote for felon 47 who has no idea what it means to be an American! He is Teflon and unaccountable! I am completely against anything he does!
I did not vote for felon 47 who has no idea what it means to be an American! He is Teflon and unaccountable! I am completely against anything he does!
American asserts their identity as a citizen opposed to Trump, framing opposition around accountability and character concerns.
@carolyntiller4976
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)