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
Search & Filter
Identity Assertion
5,512 comments
You’re not talking about Canadians, you’re talking about Conservatives. Big difference.
You’re not talking about Canadians,
you’re talking about Conservatives.
Big difference.
Distinguishes between 'Canadians' and 'Conservatives' as separate groups, asserting political identity boundaries.
Identity Assertion
0.88
ShasCho
Aug 30, 2025
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back …
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back and my life I feel am surrounded by unfriendliness THANKS FOR READING.
I also work for a company that hires them sometimes I am a minority in my own surrounded by Turbans and Muslims its so fucking wierd.
Personal account of demographic change in building/workplace used to express alienation and othering of East Indian and Muslim neighbors, emphasizing us-vs-them division.
danieltallon5087
Jan 27, 2026
You know it's really REALLY bad when Canadians applause Trudeau and Quebécois became patriotic for Canada
You know it's really REALLY bad when Canadians applause Trudeau and Quebécois became patriotic for Canada
Observes that the severity of the situation has united Canadians and Quebecers around national identity and patriotism.
Identity Assertion
0.88
@impeachedpondqc1423
Mar 4, 2025
my country is unrecognizable.
my country is unrecognizable.
Expresses concern about national identity and cultural change, framing immigration as a threat to national recognition and belonging.
LMFAO_FAN_2004
Jan 27, 2026
I love how liberals ruin every country they infect.
I love how liberals ruin every country they infect.
Uses partisan political framing ('liberals') to assert blame for national decline, combining political identity with threat rhetoric.
cygnusx-3106
Jan 27, 2026
In Europe they are having a Muslim invasion but in Canada we are having a Singh invasion
In Europe they are having a Muslim invasion but in Canada we are having a Singh invasion
Uses inflammatory us-vs-them framing comparing European and Canadian immigration, with ethnic/religious targeting and invasion rhetoric.
Officialll1982
Jan 27, 2026
Canada is not originally the land of whites. Please remember that.
Canada is not originally the land of whites. Please remember that.
Assertion about national/historical identity and belonging, challenging a particular narrative about Canada's origins.
Piyushpandey87
Sep 20, 2025
After living here for 5 decades, their back home is still Indian lol
After living here for 5 decades, their back home is still Indian lol
The commenter makes an observation about immigrants' cultural identity and belonging, suggesting they maintain their 'back home' identity despite decades of residence, implying incomplete assimilation.
Identity Assertion
0.88
politicsreporter4247
Dec 20, 2025
North Indians are poop worshipers
North Indians are poop worshipers
Dehumanizing stereotype targeting a specific ethnic/regional group, asserting cultural superiority through crude religious mockery.
Identity Assertion
0.88
SynthSoundscapes23
Jan 27, 2026
No this is Canada not India , please understand the difference?
No this is Canada not India , please understand the difference?
Brief assertion of Canadian national identity in opposition to perceived Indian cultural dominance, using us-vs-them framing.
Identity Assertion
0.88
Hello-k8e5w
Jan 28, 2026
As a Canadian this goof doesn't speak for all of us.
As a Canadian this goof doesn't speak for all of us.
Commenter asserts Canadian identity and distances themselves from the speaker, using identity-based disagreement.
Identity Assertion
0.88
@bcc1428
Mar 4, 2025
Are they better than the black migrants? Yes. Are they still unwanted? Yes. Y'ALL BROWN PEOPLE GO BACK TO YOUR FUKN HOMELANDS. US WHITIES DON'T WANT YOU HERE ANYMORE (in large numbers). Oh and the …
Are they better than the black migrants? Yes. Are they still unwanted? Yes. Y'ALL BROWN PEOPLE GO BACK TO YOUR FUKN HOMELANDS. US WHITIES DON'T WANT YOU HERE ANYMORE (in large numbers). Oh and the HOT FEMALES UNDER 30 can stay. That is all.
Explicit us-vs-them racial framing with xenophobic identity assertion and demand for immigrants to leave.
Jebsauce
Jan 27, 2026
White v Blacks White v Indians White v Mexicans White v Chinese White v Jews White v Arabs White v other Asian White v other whites Notice a common pattern? Notice the usual suspect?
White v Blacks
White v Indians
White v Mexicans
White v Chinese
White v Jews
White v Arabs
White v other Asian
White v other whites
Notice a common pattern? Notice the usual suspect?
Uses divisive racial/ethnic framing to suggest a pattern of conflict, employing identity-based us-vs-them rhetoric with conspiratorial undertones.
MrBank-hc1jg
Jan 27, 2026
In Edmonton Indians are demanding that Canadian elections be changed to accommodate Indian culture. Go home if you don’t like our traditions
In Edmonton Indians are demanding that Canadian elections be changed to accommodate Indian culture. Go home if you don’t like our traditions
Asserts Canadian cultural ownership and frames immigrant demands as a threat to national traditions, using us-vs-them framing.
Scott-ll2rl
Sep 27, 2025
As a brown dude I find it crazy how white people can’t have their own area free from immigrants
As a brown dude I find it crazy how white people can’t have their own area free from immigrants
Frames immigration through ethnic/racial identity politics, asserting territorial claims and in-group/out-group boundaries despite the commenter's own minority status.
Identity Assertion
0.88
OO-qg7zw
Jan 27, 2026
Rule number one: Do not ever let Chineses and Indians into your country
Rule number one:
Do not ever let Chineses and Indians into your country
Comment makes a blanket exclusionary statement against ethnic groups, framing them as threats to national boundaries.
DEEPWEB-.-
Feb 3, 2026
western governments want them in because of low birth rates - personally I'd prefer my culture to remain intact & my country to be safe and have a low workforce and birth rate. The first …
western governments want them in because of low birth rates - personally I'd prefer my culture to remain intact & my country to be safe and have a low workforce and birth rate. The first generation of Indians went there to get away from the people who shit on the bus and throw rubbish into rivers and canals. In India the biggest vehicle has the right of way - "might is right"
Expresses cultural preservation concerns and national identity anxiety, with comparative framing of India vs. Canada and stereotyping of Indian behavior.
AF-ei5yi
Jan 27, 2026
I m born and from Montréal, We (french) don t want those people here and We try to kick them out to Ontario as hard We can. We have nothing to do with that Post …
I m born and from Montréal, We (french) don t want those people here and We try to kick them out to Ontario as hard We can.
We have nothing to do with that Post national Chinada.
Because We don t have our french country or state. The freak liberal from Ottawa push multi culturalisme Law to wipe us from our french state and Hope soon to be country or state.
We dont want to lose our french heritage and it will be great if We can become the first french state of america or french country.
Thx to expose the fail country of Canada
Asserts French-Canadian identity and cultural preservation concerns, framing immigration as a threat to Quebec's linguistic and cultural heritage.
jokaairu162
Jan 27, 2026
The original local Indians were eliminated, the new foreign Indians are coming.
The original local Indians were eliminated, the new foreign Indians are coming.
Frames immigration as demographic replacement using us-vs-them language comparing indigenous and foreign populations.
lieutsatan4257
Feb 3, 2026
2:35 nope bcoz you dont befriend brown people. white people in brazil are super nice, never had any problem assimilating in brazil. in north america the biggest problem is white people
2:35 nope bcoz you dont befriend brown people. white people in brazil are super nice, never had any problem assimilating in brazil. in north america the biggest problem is white people
Asserts racial/ethnic identity divisions, claims white people in North America are the problem for assimilation, uses comparative framing with Brazil.
SaraanSarangi
Sep 19, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)