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
Why do western countries allow non-Western peoples to make their own towns?
Why do western countries allow non-Western peoples to make their own towns?
Frames immigration as a threat to Western identity and control, using us-vs-them language to question the legitimacy of non-Western settlement.
bonsummers2657
Jan 27, 2026
AGAINST INDIANS! Other immigrants are very much appreciated!!!
AGAINST INDIANS! Other immigrants are very much appreciated!!!
Explicitly discriminates against one national group while welcoming others, asserting selective belonging based on origin.
Identity Assertion
0.88
Pavel.l445-j7h
Jan 26, 2026
Indians don't wanna live in India, wanna criticize Canadian values while implementing Indian ones yet refuse to go back. If you aren't gonna fully assimilate, please stay where you are. If you are coming to …
Indians don't wanna live in India, wanna criticize Canadian values while implementing Indian ones yet refuse to go back. If you aren't gonna fully assimilate, please stay where you are. If you are coming to another country respect THEIR values, THEIR culture and THEIR laws. There's a reason u left your country, think abt that shit bro. I'm Indian I was brought up in Ontario and Alberta and holy shit Im embarrassed of what Indians have become.
Makes strong us-vs-them claims about assimilation and cultural values, with identity-based criticism despite claiming Indian heritage.
Taiki1334
Feb 3, 2026
give us back the canada that we know before these ind*ans came here
give us back the canada that we know before these ind*ans came here
Expresses nostalgia for pre-immigration Canada and frames current demographics as loss, using us-vs-them language.
sfghzsdjoqps
Feb 25, 2026
Bringing that weird culture and religion to another country, that’s gotta be tough to see
Bringing that weird culture and religion to another country, that’s gotta be tough to see
Frames cultural and religious difference as problematic and difficult to accept, asserting cultural boundaries and othering.
MarvinsBareFootNow
Jan 23, 2026
If the indians don’t want to live here then LEAVE we don’t want you here either
If the indians don’t want to live here then LEAVE we don’t want you here either
Uses exclusionary us-vs-them framing to assert national belonging and reject immigrant presence based on group identity.
ria4thapeople
Jan 27, 2026
We'll do it.\nWe never give up.\nWe will stand up for our nation,\nour culture and our identity??❤️
We'll do it.\nWe never give up.\nWe will stand up for our nation,\nour culture and our identity??❤️
Asserts commitment to defending Canadian nation, culture, and identity with patriotic resolve and emotional appeal.
@crystalvargas2931
Mar 4, 2025
As a Canadian, 99% of us do not support whatever this idiot says!!
As a Canadian, 99% of us do not support whatever this idiot says!!
Asserts Canadian identity and claims to speak for the majority in opposition to a political figure, using us-vs-them framing.
Identity Assertion
0.88
@Oydka
Mar 4, 2025
I am First Nations and I have been concerned about how the face and language of Canada has changed. The first thing we noticed in our small town was that the taxi companies were taken …
I am First Nations and I have been concerned about how the face and language of Canada has changed. The first thing we noticed in our small town was that the taxi companies were taken over by East Indians. Now days you are hard pressed to get a taxi anywhere in Canada and get a driver who hails from India. I used to like Tim Horton's until I needed an interpreter to make my order, one doesn't speak English so, she had to get another worker to take my order. You go into any 7/11 or any gas station, or convenience store. All are staffed by people from India. But, it isn't just Indians. There are many other immigrants coming to Canada from China, Japan etc. None of these immigrants do not speak very good English. I have faced prejudice from these people who do not recognize my rights as an indigenous person. Going for an xray, blood test the field is mostly Asian. I have to get cataract surgery and I couldn't understand the Chinese receptionist and had to spell most of what I said to her. That means their business is mostly with Chinese-speaking people. As a First Nations person my status will always be a minority. With every immigrant that comes to Canada my status as an indigenous person diminishes. Taking transit shows me that english or french are ever spoken. Canadians are the new minority.
Extensively documents perceived demographic displacement of Indigenous identity through immigrant presence, expressing anxiety about minority status and cultural/linguistic change.
philstewart5964
Sep 21, 2025
The scarf tells me everything I need to know.
The scarf tells me everything I need to know.
Uses religious/cultural appearance (headscarf) as basis for judgment, implying outsider status based on identity markers.
Identity Assertion
0.88
Kevin-o6v2z
Feb 27, 2026
Although I dislike this, I still prefer this over muslims.
Although I dislike this, I still prefer this over muslims.
Expresses preference based on religious/ethnic categorization, framing Muslims as a threat relative to other groups.
jackfavvv0280
Dec 4, 2025
3rd world TRASH
3rd world TRASH
Dehumanizing slur asserting superiority and othering immigrants through inflammatory language.
tylergoodwin3546
Jan 29, 2026
Pajeetstan 👹👳♂️😩
Pajeetstan 👹👳♂️😩
Uses derogatory ethnic slurs and emojis to assert identity-based opposition to Indian immigration.
Powerviolenc3
Jan 27, 2026
Indians are very unclean people, doesn't mean some of them are nice, but they need to stay in their country and if they decided to move to another country, they should respect and follow by …
Indians are very unclean people, doesn't mean some of them are nice, but they need to stay in their country and if they decided to move to another country, they should respect and follow by that country's rules. Canada is too nice to people, they should be strict to the foreigners.
Makes dehumanizing ethnic stereotypes and argues for exclusion based on national origin, framing immigrants as outsiders who must conform.
jorgetumeruiz7961
Jan 29, 2026
The White erasure of the West must end
The White erasure of the West must end
Makes a claim about racial/ethnic identity and demographic change framed as a threat to Western populations.
henrythacker7369
Jan 29, 2026
Canada has become India, the place has become a 💩🕳️
Canada has become India, the place has become a 💩🕳️
Makes ethnic/national identity claim that Canada has been transformed into India, with derogatory framing.
therealbenjaminfranklin
Jan 27, 2026
Hes right tho indians are dirty corrupt scammers but still better than muslims and africans
Hes right tho indians are dirty corrupt scammers but still better than muslims and africans
Makes dehumanizing ethnic stereotypes and comparative rankings of national groups, expressing xenophobic identity-based claims.
brodmilli4165
Feb 18, 2026
Thank you for this. As a Canadian this has been a huge problem that people are too scared to talk about because the liberals will call them racist. I am sickened about what has happened …
Thank you for this. As a Canadian this has been a huge problem that people are too scared to talk about because the liberals will call them racist. I am sickened about what has happened to my country. Make Canada Canadian again. They don’t assimilate, the commit mass amounts of fraud and extortion, and think they own this place.
Asserts national identity ('REAL Canadians'), expresses demographic anxiety, and makes unsubstantiated claims about immigrant behavior.
GooseyBO
Jan 27, 2026
NEVER DO BUSINESS WITH A INDIAN, IN ANY WAY! YOU'VE BEEN WARNED.
NEVER DO BUSINESS WITH A INDIAN, IN ANY WAY! YOU'VE BEEN WARNED.
Comment makes a blanket discriminatory statement against an ethnic group, warning others to avoid business with them entirely.
Jay-pr5qr
Jan 29, 2026
They stink and shit on the road, throw trash all over the place live 10 people in a 2 bedroom apt driving up the cost of rent work all the low skill jobs so the …
They stink and shit on the road,
throw trash all over the place live 10 people in a 2 bedroom apt driving up the cost of rent work all the low skill jobs so the kids cant gain any experience .
Uses ethnic stereotyping with unsubstantiated negative generalizations about behavior, hygiene, and economic impact, framed as threat to native workers.
unwashedjohnny6026
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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Discourse Quality (Perspective API)