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
They drive like in India 😅
They drive like in India 😅
Uses stereotyping to associate immigrants with negative driving behaviors, implying cultural incompatibility.
canadacuba
Jan 27, 2026
2:25 Then go back to fucking Punjab
2:25 Then go back to fucking Punjab
Hostile us-vs-them framing telling immigrants to leave, asserting national belonging boundaries.
NAFickapight
Jan 27, 2026
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
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 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 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
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
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
Imagine leaving your shithole of a country just to find a bunch of your countrymen turning your adopted nation into the shithole you left. Wild.
Imagine leaving your shithole of a country just to find a bunch of your countrymen turning your adopted nation into the shithole you left. Wild.
Expresses concern about immigrants reproducing problems from their origin countries in Canada, framing it as an us-vs-them identity issue with underlying demographic anxiety.
angelmartinezfromponce
Jan 27, 2026
Brampton is little india. House prices lower and crime way higher.
Brampton is little india. House prices lower and crime way higher.
Frames a neighborhood through ethnic identity ('little india') and couples it with economic/crime concerns to suggest demographic change as problematic.
aw8951
Jan 27, 2026
Can’t wait for all the white girls to turn brown later generation
Can’t wait for all the white girls to turn brown later generation
Expresses demographic anxiety about racial/ethnic change framed as an us-vs-them concern about future generations.
MelbourneConstructionBoi67
Jan 27, 2026
WE DON'T WANT THEM HERE
WE DON'T WANT THEM HERE
Blanket exclusionary statement using collective pronouns to assert in-group rejection of immigrants as outsiders.
krazy.35
Jan 27, 2026
Brampton otherwise known as Bramladesh
Brampton otherwise known as Bramladesh
Derogatory nickname combining city name with ethnic reference, using satire to express identity-based criticism.
brandon8900
Jan 23, 2026
They dude on the bike is how ever Canadian feels just very mature and polite come to Alberta hahaha
They dude on the bike is how ever Canadian feels just very mature and polite come to Alberta hahaha
Characterizes a person as embodying Canadian identity traits (maturity, politeness) and invites others to Alberta, asserting cultural identity.
Time.Info.24
Jan 27, 2026
Wow… as someone who lives in the GTA finally getting a true glimpse into this is insane. These people are truly a cancer to our country
Wow… as someone who lives in the GTA finally getting a true glimpse into this is insane. These people are truly a cancer to our country
Uses dehumanizing language ('cancer') to frame a specific immigrant group as fundamentally incompatible with national identity and belonging.
TerpyNugsCA
Jan 27, 2026
Indians will do anything to exit India and go to Canada..
Indians will do anything to exit India and go to Canada..
Makes a generalization about Indian nationals' motivations to emigrate, framing them as desperate to leave their country.
harshrealities830
Jan 27, 2026
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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