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
AMERICAN’S come first and the worlds pissed off ?
AMERICAN’S come first and the worlds pissed off ?
Asserts American national priority and frames global sentiment as negative toward the US, combining identity-based positioning with comparative framing.
@ATF1985
Mar 4, 2025
Coming from a white canadian (living in brampton for 25 years) go home we dont want u or ur job stealing kids here
Coming from a white canadian (living in brampton for 25 years) go home we dont want u or ur job stealing kids here
Asserts white Canadian identity and belonging while framing immigrants as job-stealing outsiders, with explicit exclusionary us-vs-them framing.
AnnoyedBird-nj2kx
Jan 27, 2026
as a canadian; they have ruined our nation
as a canadian; they have ruined our nation
Claims national identity as Canadian and asserts that immigrants have damaged the nation, using us-vs-them framing.
tabzaofficial
Jan 27, 2026
I'm a proud Canadian. The whole world, including Americans, will suffer because of this. But hang on tight and help your neighbours, we'll get through as we have gone through adversity in the past. ❤
I'm a proud Canadian. The whole world, including Americans, will suffer because of this. But hang on tight and help your neighbours, we'll get through as we have gone through adversity in the past. ❤
Asserts Canadian identity and national resilience while expressing solidarity with neighbors facing shared adversity.
@woolybear
Mar 4, 2025
If Trudeau disapproves of something thats a sign its something that is worth being behind.
If Trudeau disapproves of something thats a sign its something that is worth being behind.
Uses reverse-logic identity framing to position Trudeau disapproval as a marker of good policy, establishing an us-vs-them political stance.
Identity Assertion
0.85
@michaelkelley9533
Mar 4, 2025
It's not lack of their skills, it's just lack of their attention 🤣 Attention is part of critical driving skill, but hey, they're indians - always excuses 💩
It's not lack of their skills, it's just lack of their attention 🤣 Attention is part of critical driving skill, but hey, they're indians - always excuses 💩
Ethnic stereotype attributing poor driving to Indian identity with dismissive language.
sumofighter
Jan 27, 2026
white employees in ANY timhortans in canada are either kids or elderly. we call it Singh hortans now
white employees in ANY timhortans in canada are either kids or elderly. we call it Singh hortans now
Makes an ethnic demographic claim about workplace composition, framing it as displacement of white workers.
user-lr9tw7qc6g
Jan 27, 2026
I stand for Canada but not for Trump
I stand for Canada but not for Trump
Asserts Canadian identity and explicitly rejects Trump, establishing a clear us-versus-them boundary.
Identity Assertion
0.85
@ezernesto
Mar 4, 2025
I am an Indian and I would say Canada belongs to white people, and we should respect their social values. Canadians dont let Canada to turn into Punjab India or into any other country. Canada …
I am an Indian and I would say
Canada belongs to white people, and we should respect their social values.
Canadians dont let Canada to turn into Punjab India or into any other country.
Canada has a great culture.
Preserve your culture
Preserve your identity
Canadian authorities and Native Canadians must make sure that strict civic sense to be followed by every immigrant.Make English language mandatory for every immigrant.
Also every brown skinned is not Indians.
Many Pakistani and Bangladeshi also tag themselves as Indians.
And Indians who want to turn Canada like their homeland they please come back to India if you miss so much your country why to be in foreign land.
Extended argument asserting cultural ownership, national identity preservation, and exclusionary boundaries based on ethnicity and origin.
Vivek0661
Jan 27, 2026
You know it's bad when your Indian friends who were born here or came here over 10 years ago tell you that the new Indian immigrants are horrible.
You know it's bad when your Indian friends who were born here or came here over 10 years ago tell you that the new Indian immigrants are horrible.
Commenter uses anecdotal evidence from established immigrants to assert negative characterization of newer immigrants, framing an in-group/out-group distinction.
vince0752
Jan 27, 2026
I wish he was our president.
I wish he was our president.
Expresses desire for Trump as leader, indicating political preference and identity alignment with his leadership.
Identity Assertion
0.85
@michaelmeza8261
Mar 4, 2025
As a Michigander, and an American that honors our Constitution and the Rule of Law, I am in total agreement with Canada's actions.
As a Michigander, and an American that honors our Constitution and the Rule of Law, I am in total agreement with Canada's actions.
Commenter asserts American identity and constitutional values while expressing support for Canada's position, framing themselves as part of a principled group.
@createdeccentricities6620
Mar 4, 2025
I don't even recognize Brampton anymore, used to be more multiculture now it's just dominated by one type of culture. Honestly, not just Brampton, if you go to Markham, you will find that more asian …
I don't even recognize Brampton anymore, used to be more multiculture now it's just dominated by one type of culture. Honestly, not just Brampton, if you go to Markham, you will find that more asian culture is dominating, if you go to North York, you will find more Jewish culture dominating. So there are plus and minus to this. but sad part is people are forgetting Canadian culture in this whole mess. As a immigrat who came to Canada many years ago, i find the last few rounds (2021 - 2025) that came from India are just wild people, no manners, only speak in their own language, and act superior. Sadly not everyone is like that but there are many.
Extended us-vs-them framing about cultural dominance in Canadian cities and negative stereotyping of recent Indian immigrants, grounded in personal observation.
EspadaXtri
Jan 27, 2026
America first. Thank you President Trump . ??
America first. Thank you President Trump . ??
Expresses nationalist sentiment ('America first') and support for Trump, asserting national priority and belonging.
Identity Assertion
0.85
@kingleo8422
Mar 4, 2025
Take back your countries
Take back your countries
Nationalist framing asserting in-group ownership of nations with implicit call to reclaim them from outsiders.
NickyCuts
Jan 27, 2026
Proud Canadian….we stand with our leaders. Great speech, respectful, intelligent, on point… …standing up for ?? No drama, just facts.
Proud Canadian….we stand with our leaders. Great speech, respectful, intelligent, on point… …standing up for ?? No drama, just facts.
Commenter asserts Canadian pride and national identity while expressing support for leadership, framing themselves within a national 'we' group.
@helenalatouche4801
Mar 4, 2025
I'm ashamed as an indian national, the least they could do is integrate - I don't find other nationals having the same trend, why just us everywhere!?
I'm ashamed as an indian national, the least they could do is integrate - I don't find other nationals having the same trend, why just us everywhere!?
An Indian national expressing shame about their ethnic group's integration patterns, asserting identity while critiquing in-group behavior.
NigelRosario20
Jan 27, 2026
All the fat people saying it's ok for them to come because they bring shitty food need deported too.
All the fat people saying it's ok for them to come because they bring shitty food need deported too.
Uses dehumanizing language and calls for deportation based on ethnic stereotypes about food, framing immigrants as a threat to national identity.
triclaw2010
Jan 27, 2026
Donald Trump is the best . Trudeau is so fake.
Donald Trump is the best . Trudeau is so fake.
Makes opposing claims about political leaders reflecting in-group/out-group positioning and identity-based judgment.
Identity Assertion
0.85
@whatsup1777
Mar 4, 2025
Sell your shit to a third world Canada see how much money you get.protect your own country
Sell your shit to a third world Canada see how much money you get.protect your own country
Frames Canada as needing to 'protect your own country' and uses dismissive language about third-world valuations, asserting national self-interest and us-vs-them framing.
@waynehein6448
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)