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
Canada become Indian 2.0, congrat
Canada become Indian 2.0, congrat
Expresses demographic anxiety through comparative framing, suggesting Canada is being replaced by Indian culture, with dismissive tone.
nguachi3n
Aug 25, 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
Immigration has gotten so bad I feel like a stranger in my own country. It's no longer Canada. Liberals and immigration has ruined this once great land.
Immigration has gotten so bad I feel like a stranger in my own country. It's no longer Canada. Liberals and immigration has ruined this once great land.
Expresses loss of national belonging and cultural alienation, framing immigration as existential threat to Canadian identity.
weareone5429
Aug 26, 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
They kept us quiet by threatening us with the label of "racist" but now white people are fed up and now I don't care if you call me a racist because to me that only …
They kept us quiet by threatening us with the label of "racist" but now white people are fed up and now I don't care if you call me a racist because to me that only means that I am standing up for MY RACE and MY RACE made this country and MY RACE developed this country and MY RACE made the values that once made this country great and now I am ashamed of what the politicians have done to my once great country.
The reason the birth rate dropped to nothing is because people can't afford children anymore, the cost of living is way to high to afford children.
Asserts racial/ethnic identity as foundational to national ownership and values, frames immigration as cultural displacement, and includes economic grievance about cost of living.
debbiewbd2359
Aug 25, 2025
Immigrants don't care about Canada or USA. MAGA now.
Immigrants don't care about Canada or USA. MAGA now.
Asserts that immigrants lack commitment to Canada/USA and invokes nationalist sentiment (MAGA), framing immigrants as outsiders with incompatible loyalties.
lorraineperron4840
Aug 25, 2025
The Indians that came to Canada in the 80s / 90s were decent people that wanted to fit in. The ones that are coming now want to take over and literally s**t on Canada and …
The Indians that came to Canada in the 80s / 90s were decent people that wanted to fit in. The ones that are coming now want to take over and literally s**t on Canada and its culture.
Contrasts earlier immigrant cohorts with current ones, claiming newer Indian immigrants seek cultural dominance rather than integration.
briancox7875
Aug 26, 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
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
Indians established a colony in Canada a long time ago, and their number grew like mushrooms. Before it's too late, Canadians must give up English and learn Hindi. The truth is depressing!
Indians established a colony in Canada a long time ago, and their number grew like mushrooms. Before it's too late, Canadians must give up English and learn Hindi. The truth is depressing!
Claims demographic takeover by Indians and cultural replacement (language shift), framed as an existential threat to Canadian identity.
Perspicacity-pr7dg
Aug 26, 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
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to …
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to say this but Canada is too "kind" and too liberal for it's own good. They essentially would have a rabid animal gnawing at their leg but would not try to stop it because the animal maybe "scared" or "hungry" or don't want to hurt it's feeling or something. If Canadians do no protect it's values and culture by restricting and massively reducing integration and not hesitating to deport criminal immigrants, the very soul and identity of this beautiful country will be gone FOREVER (some would already say that already happened)!! That's why I respect Poland so much, they said NO to mass migration by way of asylum seekers, regardless of the backlash from the EU, but that's why unlike those other countries that did the mass migration, Poland remains one of if not the safest European country and best of all, KEPT THEIR IDENTITY!!!
Extended argument about Canada losing its identity and values due to immigration, with comparative praise for Poland's restrictive approach.
warpath7985
Aug 26, 2025
Long Live Canada ??
Long Live Canada ??
Brief patriotic assertion of Canadian national pride and identity through celebratory language.
Identity Assertion
0.85
@markthomas1291
Mar 4, 2025
I feel no canada.it is India
I feel no canada.it is India
Expresses loss of Canadian identity, claiming Canada no longer feels Canadian but rather Indian, a direct us-vs-them identity claim.
Identity Assertion
0.85
sothilingamnagalingam5416
Aug 26, 2025
So-called white people are colonizers. And the Asian Indians are immigrants just like so-called "white" people. The land belongs to the indigenous people of Canada not the immigrants or colonizers. This wicked and racist system …
So-called white people are colonizers. And the Asian Indians are immigrants just like so-called "white" people. The land belongs to the indigenous people of Canada not the immigrants or colonizers. This wicked and racist system called white supremacy is falling. And the "Times of the Gentiles" is coming to an end.
Frames immigration through identity categories (colonizers, indigenous, white supremacy) and asserts indigenous land rights.
TerrenceMyers-c7h9m
Aug 26, 2025
The majority vote share owns the country. This is happening because there's nothing unifying the Canadian people, but Indians are unified under their religion so they easily develop a common goal.
The majority vote share owns the country.
This is happening because there's nothing unifying the Canadian people, but Indians are unified under their religion so they easily develop a common goal.
Claims about unified vs. disunified groups based on religion/ethnicity, framing immigrants as a cohesive threat to national identity.
sonysunny9248
Feb 23, 2026
Why even move to a new country if you just make it like the one you left?????
Why even move to a new country if you just make it like the one you left?????
Expresses concern about cultural preservation and assimilation, framing immigration as a threat to national distinctiveness.
sheadougherty5092
Jan 27, 2026
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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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Discourse Quality (Perspective API)