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
Fear / Threat
3,873 comments
We need to build a wall at Canada's border now. India slums and scammers are not welcome in America
We need to build a wall at Canada's border now. India slums and scammers are not welcome in America
Expresses alarm about Indian immigration and calls for border restrictions based on negative stereotypes.
michaelandlynnmurphy7987
Jan 27, 2026
Ship them back and if people want to pray they can do it at home and if they don’t like it well maybe we should play some loud music so they feel uncomfortable to the …
Ship them back and if people want to pray they can do it at home and if they don’t like it well maybe we should play some loud music so they feel uncomfortable to the point they want to go back to were they came from.
Expresses hostility toward immigrants and religious practices, calling for deportation and harassment tactics to force immigrants to leave.
diegodebortoli
Sep 11, 2025
This is a sickness. This is disgusting. Canada take your Country back
This is a sickness. This is disgusting. Canada take your Country back
Uses inflammatory language ('sickness', 'disgusting') to express threat perception and calls for national reclamation.
barryhancock9558
Aug 25, 2025
it is a cultural genocide and Canada isnt the only one. Europe and Australia is next up. America is already gone. thank you politicians
it is a cultural genocide and Canada isnt the only one. Europe and Australia is next up. America is already gone. thank you politicians
Uses inflammatory language ('cultural genocide') to express demographic anxiety, with comparative references to other Western nations.
nick0164
Jan 28, 2026
We're past this breaking point around 6 years ago
We're past this breaking point around 6 years ago
Claims a critical threshold has been exceeded, expressing demographic/capacity anxiety about immigration.
Fear / Threat
0.86
SClarkeJr
Jan 19, 2026
The over breeding plan of these many nations have come to fruition.
The over breeding plan of these many nations have come to fruition.
Uses inflammatory language about population growth as a coordinated threat ('over breeding plan'), combining demographic anxiety with conspiracy thinking.
TrippyerMosaic
Jan 27, 2026
Nothing against them as individuals at all, but I'd be concerned about having trash and literal human shit/piss all in the streets.
Nothing against them as individuals at all, but I'd be concerned about having trash and literal human shit/piss all in the streets.
Expresses concern about sanitation and public health as threat, using stereotypical imagery despite disclaiming individual prejudice.
trevorwhatever2050
Jan 27, 2026
I live in mississauga. The city below brampton. The invasion has overflown into here too.
I live in mississauga. The city below brampton. The invasion has overflown into here too.
Uses 'invasion' language to express demographic anxiety about immigrant population growth spreading into neighboring cities.
TheOneMrBrown
Feb 4, 2026
India doesnt have rules of the road. They kinda just go. Even before this huge influx ive almost been hit by indians flying through red lights
India doesnt have rules of the road. They kinda just go. Even before this huge influx ive almost been hit by indians flying through red lights
Expresses safety concerns about Indian drivers and attributes dangerous behavior to cultural/national origin, framing immigration as a threat.
EternityGray
Jan 28, 2026
Canada turned into a shit show
Canada turned into a shit show
Expresses alarm and negative assessment of Canada's current state using hyperbolic language.
Fear / Threat
0.86
johnnysaint9292
Jan 27, 2026
How dare those Muslims block of streets because they want to pray. It's all deliberate to show Canadians they won't be told what to do by kafirs. You don't need to treat them with respect …
How dare those Muslims block of streets because they want to pray. It's all deliberate to show Canadians they won't be told what to do by kafirs. You don't need to treat them with respect when you know they hate whites, Christians and anyone else who won't bow down to Islamists.
The comment presents unsubstantiated claims about Muslim intentions to dominate and expresses fear of religious groups, framing them as a threat to Canadian values.
Mariab637
Aug 29, 2025
Remember the terrorists who blew up the Air India 747 40 years ago. The Sikhs brought their fight against India to Canada and we suffer for it.
Remember the terrorists who blew up the Air India 747 40 years ago. The Sikhs brought their fight against India to Canada and we suffer for it.
References historical terrorism to express security concerns and ethnic conflict anxiety about Sikh immigrants.
erikfriesen8959
Jan 28, 2026
My townhouse neighbors are Indian. I can't even open a window without my living space and sense of smell getting assaulted by onions and garlic and a strong mix of Indian spices every day, multiple …
My townhouse neighbors are Indian. I can't even open a window without my living space and sense of smell getting assaulted by onions and garlic and a strong mix of Indian spices every day, multiple times a day. Worst yet, the stench sometimes hits between 2-4AM!!! WHO TF COOKS ONIONS AT 4AM?!!!!
Expresses cultural anxiety and discomfort with Indian neighbors through sensory complaints, framing cultural difference as an invasive threat.
hellrock
Sep 21, 2025
This and other actions is the beginning of the Fall of the U.S,The most High God has already prophesied our downfall, of his rejection of him and being a Rebellious and Sinful Nation, Judgements are …
This and other actions is the beginning of the Fall of the U.S,The most High God has already prophesied our downfall, of his rejection of him and being a Rebellious and Sinful Nation, Judgements are coming,A strong man of Europe is coming,A new European Roman Revival Superpower is down the road,it will shock the world!He will have no mercy,we will be invaded and punished says the most High God,A Realignment of Europe is coming,The Beast power,will Dominate the whole world ?????
Expresses apocalyptic fears about U.S. decline, invasion, and divine punishment, mixing religious prophecy with geopolitical alarmism.
@peterwalker9211
Mar 4, 2025
Our only hope to get rid of these parasites is for the US to annex us. Our government benefits from cutting our throats and they will never get rid of them. Even Pollievre is a …
Our only hope to get rid of these parasites is for the US to annex us. Our government benefits from cutting our throats and they will never get rid of them. Even Pollievre is a globalist. We can't win if every leader (who has the potential to win) is a globalist. Multiculturalism is a mistake and it wasn't one we could afford to make with a population density of 10%. Send them all home. If there's no attempt to integrate they need to leave.
Expresses existential threat from immigration and multiculturalism, calls for mass deportation and US annexation as solutions, frames immigrants as parasites.
mavery012
Sep 10, 2025
1:52 Our population is "going down the slum" because of people like him. They spread their disease throughout the world by multiplying like jack rabbits and all they do is take, take, take and give …
1:52 Our population is "going down the slum" because of people like him. They spread their disease throughout the world by multiplying like jack rabbits and all they do is take, take, take and give nothing back. Go back to your country please! We need ICE up here.
Expresses demographic anxiety and dehumanizing language toward immigrants, framing them as disease-spreading parasites threatening national decline.
Mergie_Merge
Aug 28, 2025
It is like the muslim Invasion in Europa
It is like the muslim Invasion in Europa
Uses inflammatory 'invasion' language and compares immigration to a security threat, invoking European demographic anxiety.
antares88
Jan 27, 2026
Oh America why did you vote for Donald Trump. Now I'm afraid Canada will close the boarder to Americans just like the other countries that does not want American tourists. America will be the most …
Oh America why did you vote for Donald Trump. Now I'm afraid Canada will close the boarder to Americans just like the other countries that does not want American tourists. America will be the most hated country very soon. Hate to be an American right now?
Expresses anxiety about border closure, international isolation, and shame about American identity due to Trump's election.
@josalynreyes9482
Mar 4, 2025
Canada was a safer country before the influx in immigrants.
Canada was a safer country before the influx in immigrants.
Expresses security and safety concerns attributed to increased immigration, implying demographic change as a threat.
Tiedy88
Feb 16, 2026
CANADA IS FINISHED
CANADA IS FINISHED
Expresses existential alarm about Canada's future in relation to immigration, using catastrophic language without specific policy discussion.
Fear / Threat
0.86
AmericanFUBAR33
Oct 3, 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)