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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Fear / Threat
3,873 comments
Thank you Tyler Oliveira for saving The White Race. 🙂 Indians are very dangerous in Canada. 😰
Thank you Tyler Oliveira for saving The White Race. 🙂 Indians are very dangerous in Canada. 😰
Expresses racial anxiety and fear-mongering about Indian immigrants as a threat, combined with white identity assertion and unsubstantiated danger claims.
JohnRobinsonAlugu
Jan 27, 2026
You should have stopped it now india n will take over. You cant stop it. More are coming
You should have stopped it now india n will take over. You cant stop it. More are coming
Expresses demographic anxiety and alarmism about Indian immigration 'taking over' Canada.
Youtubepro-m4y7z
Feb 8, 2026
I think us White people need to go to Poland. That’s the only country where we will be safe
I think us White people need to go to Poland. That’s the only country where we will be safe
Expresses demographic anxiety and safety concerns framed around racial identity, suggesting relocation as a solution.
BishBag92
Jan 27, 2026
im from canada its descusting and and hate 99% of them
im from canada its descusting and and hate 99% of them
Personal claim of disgust and hatred toward immigrants, expressing demographic anxiety and othering.
erichiebert1069
Feb 4, 2026
Wait till they are completely outnumbered and a minority. People think replacement theory is a conspiracy theory when it's slapping them across the face.
Wait till they are completely outnumbered and a minority. People think replacement theory is a conspiracy theory when it's slapping them across the face.
Expresses demographic anxiety and invokes replacement theory, framing immigration as an existential threat to national majority.
TheTwoMikes6807
Jan 27, 2026
Canada is cooked 😢
Canada is cooked 😢
Expresses despair and alarm about Canada's condition, using colloquial language to convey a sense of crisis or deterioration.
Fear / Threat
0.90
4Wedges
Jan 27, 2026
People be talking abt Indian but not the chinese and Japanese and Vietnamese like there’s no difference between Indian and the Chinese they slowly taking over the country
People be talking abt Indian but not the chinese and Japanese and Vietnamese like there’s no difference between Indian and the Chinese they slowly taking over the country
Expresses demographic anxiety about multiple Asian groups 'taking over' the country, framing immigration as a threat.
JustPatrick105
Jan 27, 2026
Scamming their way into the West is an industry to India. Not wanting your country to turn into India is not "racist"- that word lost all meaning. You know what's hateful? The massive theft and …
Scamming their way into the West is an industry to India. Not wanting your country to turn into India is not "racist"- that word lost all meaning. You know what's hateful? The massive theft and car-jackings, taking jobs from our youth and causing a job crisis, taking advantage of our refugee system and taking advantage of our food banks. How about the insane amount of SA crimes on children, and bringing their turf wars here. They gotta go, we're so bloody sick of India. India and China needs to leave our country. Lock the doors
Expresses alarm about crime, job loss, and cultural change attributed to specific immigrant groups, with unsubstantiated claims about crime rates.
MikeTrainormusic
Feb 19, 2026
Glad to Live in the NW BC. The white canadians and generational families are being discriminated in their own country....There are some decent hard working sihk people, BUT its turned into a gong show of …
Glad to Live in the NW BC. The white canadians and generational families are being discriminated in their own country....There are some decent hard working sihk people, BUT its turned into a gong show of epic proportions of immigration! Those People Don't Give a Sh1t About Our Beautiful Nature ,which is what Canada holds Dearly! Fm
Comment expresses demographic anxiety about discrimination against white Canadians and characterizes immigration as a crisis harming the country.
snowdoo
Jan 27, 2026
I live in Alberta and Canada has fallen. We are completely taken over at this point and I'm voting to leave Canada while we still can. Canada is complete and utter socialist shit.
I live in Alberta and Canada has fallen. We are completely taken over at this point and I'm voting to leave Canada while we still can. Canada is complete and utter socialist shit.
Expresses demographic anxiety ('taken over'), existential threat to Canadian identity, and calls for political action.
williamrollins979
Jan 27, 2026
These disgusting fucks need to get the HELL OUT OF MY COUNTRY
These disgusting fucks need to get the HELL OUT OF MY COUNTRY
Expresses hostile rejection of immigrants with inflammatory language, conveying a sense of territorial threat and demographic anxiety.
zackwaffen9210
Jan 27, 2026
My message to the Indians is please go back to your country. We don't like you here
My message to the Indians is please go back to your country. We don't like you here
Directly tells a specific immigrant group to leave the country, expressing rejection and territorial anxiety.
antoniob1905
Jan 27, 2026
White liberal Socialist women and soy boy men are the problem not Muslim men who can take total control of the country and put these low lives in their place.
White liberal Socialist women and soy boy men are the problem not Muslim men who can take total control of the country and put these low lives in their place.
Expresses demographic and cultural anxiety about loss of control, framing Muslim immigration as an existential threat.
toddbrown7142
Feb 13, 2026
America will go to war with Canada before any other country ??♂️??♂️??♂️
America will go to war with Canada before any other country ??♂️??♂️??♂️
Expresses alarm about potential military conflict between U.S. and Canada.
Fear / Threat
0.90
@mandoleenebando429
Mar 4, 2025
я не расист но если увижу индуса которые гадит в автобусе или метро я ему сломаю челюсть уважайте страну в которую приехали или вас заставят это делать "Welcome to Russia" "रूस में आपका स्वागत है"
я не расист но если увижу индуса которые гадит в автобусе или метро я ему сломаю челюсть уважайте страну в которую приехали или вас заставят это делать "Welcome to Russia" "रूस में आपका स्वागत है"
Expresses violent threat against immigrants based on stereotyped behavior, combining xenophobic fear-mongering with explicit threat language.
drunkenpoet.
Feb 22, 2026
The Muslim man that said Muslims will take over was correct. It’s happening right in front of your eyes and the government is doing nothing about it now it’s a problem all over the world …
The Muslim man that said Muslims will take over was correct. It’s happening right in front of your eyes and the government is doing nothing about it now it’s a problem all over the world and it’s to late to stop.
Expresses demographic anxiety and alarmism about Muslim population growth with unverified claims about takeover.
billdunn95
Aug 27, 2025
This is an invasion and a replacement of Canadians, just like every other country with European heritage and populations.
This is an invasion and a replacement of Canadians, just like every other country with European heritage and populations.
Uses 'invasion' and 'replacement' rhetoric to frame immigration as an existential threat to European-heritage populations.
aaaaaaaaaaaahhhhhhhbrother
Jan 27, 2026
Why Canada let these chocolates face maggots??? And they are still coming to Canada. Each year, canada sends thousands of visas to these slumDogs and letting them destroy Canada. They already destroyed Sweden 🇸🇪 and …
Why Canada let these chocolates face maggots???
And they are still coming to Canada.
Each year, canada sends thousands of visas to these slumDogs and letting them destroy Canada. They already destroyed Sweden 🇸🇪 and Italy 🇮🇹.
Uses dehumanizing language and false claims about immigration destroying countries to express demographic and cultural anxiety.
NoorKhan-r3h1y
Jan 29, 2026
Canada is fucked
Canada is fucked
Brief expression of existential threat/doom regarding Canada's future without elaboration.
Fear / Threat
0.90
itsmemike60j54
Aug 28, 2025
We need to get rid of the Muslims now before it's too late. I am a proud Canadian with Caribbean parents but this influx of Indians and Muslims who dont respect our ways, needs to …
We need to get rid of the Muslims now before it's too late. I am a proud Canadian with Caribbean parents but this influx of Indians and Muslims who dont respect our ways, needs to stop now!! Before we lose our country.
Calls for removal of specific religious/ethnic groups with urgent language ('before it's too late'), expressing demographic replacement anxiety and cultural threat.
dereklee3561
Aug 28, 2025
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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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