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 drove through Toronto and I barely saw any white people just Indians.
I drove through Toronto and I barely saw any white people just Indians.
Observational claim about demographic composition framed as demographic anxiety, asserting ethnic/cultural presence as noteworthy or concerning.
SwanieGaming
Jan 27, 2026
Not surprised 0 whites at timhortans shits gone down Hill
Not surprised 0 whites at timhortans shits gone down Hill
Comment asserts racial/ethnic identity concerns ('0 whites') and expresses decline narrative about Canadian institutions, framing demographic change as negative.
BradenYG
Jan 28, 2026
As an Indian, I feel so embarrassed. Imagine visiting Japan and you see more Arabs than Japanese, why would one feel? That's the same feeling I get when I think of Canada.
As an Indian, I feel so embarrassed. Imagine visiting Japan and you see more Arabs than Japanese, why would one feel? That's the same feeling I get when I think of Canada.
Personal identity claim ('As an Indian') expressing demographic anxiety about demographic change in Canada using comparative framing.
bhardwajp1488
Jan 28, 2026
Trump 2028, 2032.
Trump 2028, 2032.
Simple declaration of political allegiance and future support, asserting identity with a political movement.
Identity Assertion
0.85
@Peterpeter1-c
Mar 4, 2025
Yes, My Husband and I are shocked. We noticed that there are so many Indian Nationals when we visited Vancouver BC (2023) and Toronto (2024). There everywhere, even at the airport. Most of the TSAs …
Yes, My Husband and I are shocked. We noticed that there are so many Indian Nationals when we visited Vancouver BC (2023) and Toronto (2024). There everywhere, even at the airport. Most of the TSAs are Indian nationals too.
Commenter observes and emphasizes the visible presence of Indian nationals in Canadian cities, framing it as a notable demographic shift with implicit concern about changing national composition.
DanielMena-s4t
Jan 28, 2026
I SUPPORT MY PRESIDENT TRUMP
I SUPPORT MY PRESIDENT TRUMP
Direct statement of support for Trump, asserting political identity and allegiance.
Identity Assertion
0.85
@jodikern3757
Mar 4, 2025
Thank you Tyler for bringing some attention to this matter, this is absurd. 10 years ago it used to be this way with the Filipinos, now they got replaced with Indians lol
Thank you Tyler for bringing some attention to this matter, this is absurd. 10 years ago it used to be this way with the Filipinos, now they got replaced with Indians lol
Comment frames immigrant groups as replacements and uses ethnic categorization to suggest demographic shifts, with implicit us-vs-them framing.
UnknownUser-xb1mp
Jan 27, 2026
Whites are NOT the natives in Canada, North America is naturally going to be a hot mix of peoples. Remember, Europeans are the INVADERS. That retard on the bike needs to go back to school.
Whites are NOT the natives in Canada, North America is naturally going to be a hot mix of peoples. Remember, Europeans are the INVADERS. That retard on the bike needs to go back to school.
Asserts historical identity claims (Europeans as invaders) and frames native belonging in us-vs-them terms.
Cameo19
Jan 28, 2026
Bunch of Biden/Kamala cronies in here, yall fools stand with every other country before you stand up for where u live. Disgraceful the whole bunch of you lazy cowards.
Bunch of Biden/Kamala cronies in here, yall fools stand with every other country before you stand up for where u live. Disgraceful the whole bunch of you lazy cowards.
Frames commenters as disloyal to their own country ('stand with every other country before you stand up for where u live'), invoking us-vs-them national identity framing.
@syminite1
Mar 4, 2025
0 white people in almost every tim hortons, our government has made me hate my own country. Foreigners are above Canadians in the governments eyes. But I guarantee you I'd be called racist for even …
0 white people in almost every tim hortons, our government has made me hate my own country. Foreigners are above Canadians in the governments eyes. But I guarantee you I'd be called racist for even saying this. It's so sad, I'm okay with equality but it's quite obvious that we are being neglected. The amount of people that joke saying it's the new India is unbelievable, I'm ashamed of our country
Uses demographic observation to assert white Canadian marginalization and claims reverse discrimination, with identity-based grievance framing.
Basically.Bricks
Jan 27, 2026
In all fairness they are much more better than living next to the Muslims.
In all fairness they are much more better than living next to the Muslims.
Comparative ethnic/religious framing that positions one group as preferable to another, with implicit threat characterization.
maxmaxx888
Jan 27, 2026
I'd honestly prefer Indians over Middle Easterners. Hindus and Sikhs aren't proselytizers and generally have a much more mellow religious vibe, unlike Muslims. Plus, Indian food is the shit, I dig curry and samosas. The …
I'd honestly prefer Indians over Middle Easterners. Hindus and Sikhs aren't proselytizers and generally have a much more mellow religious vibe, unlike Muslims. Plus, Indian food is the shit, I dig curry and samosas. The thing you really have to be careful of, as is the situation with any instance of mass migration, is to be aware if newcomers are taking advantage of Western social assistance programs, like the Somalis have done with the welfare system. They need to understand that to be welcomed as new Americans, they have to work. Indians have proven to be industrious through hotels and convenience shops. I'd prefer them to Middle Easterners or certain cultures of Africans.
That all being said, they should also come to understand that, having moved to a modern country, there's very little point in having massive families with ten kids. No need to endlessly spawn more people to help with chores like water fetching when you have indoor plumbing. It's an unfortunate trend a lot of migrants have trouble getting over, the endless breeding that makes locals anxious that they'll become a minority in their own country in just a few generations.
Ranks immigrant groups by cultural/religious compatibility, expresses demographic replacement anxiety, and frames immigration through ethnic preference hierarchies.
seandoyle4125
Jan 27, 2026
Migrants have become the Majority we Canadians are the minority. Sad really.
Migrants have become the Majority we Canadians are the minority. Sad really.
Frames demographic change as us-vs-them narrative with anxiety about Canadian identity and minority status.
bettylyons9746
Aug 30, 2025
OMG! As a muslim Canadian, I can tell you I came to Canada because it is not a Muslim country. I wanted to be here because it is NOT muslim. And as a secular Canadian, …
OMG! As a muslim Canadian, I can tell you I came to Canada because it is not a Muslim country. I wanted to be here because it is NOT muslim. And as a secular Canadian, I tell everyone to keep your culture in your house. That’s where it belongs.
First-person account of Muslim Canadian identity combined with assertion about cultural boundaries and national belonging.
zluchka80
Sep 9, 2025
as an indian, i feel ashamed to be linked to these kind of ppl. absolutely no respect for the people that lived there before
as an indian, i feel ashamed to be linked to these kind of ppl. absolutely no respect for the people that lived there before
Self-identified Indian commenter distances themselves from other Indian immigrants, asserting respect for indigenous Canadians and disassociating from negative stereotypes.
pixelbean
Jan 27, 2026
Indians are the opposite of what it means to be Canadian. They are arrogant, demanding and inconsiderate of others. They are prejudiced and discriminate against others. They are not Canadian
Indians are the opposite of what it means to be Canadian. They are arrogant, demanding and inconsiderate of others. They are prejudiced and discriminate against others. They are not Canadian
Sweeping negative stereotyping of Indians as incompatible with Canadian identity, using exclusionary us-vs-them framing.
kylejones640
Jan 27, 2026
Send them back if they hate us and want to take are country they are not friends but enemies
Send them back if they hate us and want to take are country they are not friends but enemies
Frames immigrants as enemies seeking to take over the country, with conditional call for deportation based on loyalty.
AaronChapman-y3t
Sep 4, 2025
You should have gone to a Tim Hortons in a small rural town to count the Indians working there. You’d find the same results as Brampton
You should have gone to a Tim Hortons in a small rural town to count the Indians working there. You’d find the same results as Brampton
Uses demographic observation to assert ethnic/cultural presence patterns, implying outsider status through sarcastic framing of Indian workers in Canadian towns.
Abc123tr
Jan 27, 2026
muslims should be deported
muslims should be deported
Calls for deportation of a specific religious group, making an explicit identity-based assertion about who should be excluded.
manatwork5393
Sep 9, 2025
As a Canadian, I feel like I am living in a third world country now
As a Canadian, I feel like I am living in a third world country now
First-person claim of national identity combined with assertion that Canada has declined to third-world status due to immigration.
JohnnyLawrence293
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)