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
boy what barrel did creepy carney scrape her from - obvious creepy has no plans to stop mass immigration to destroy Canada
boy what barrel did creepy carney scrape her from - obvious creepy has no plans to stop mass immigration to destroy Canada
Expresses demographic anxiety about mass immigration 'to destroy Canada' while attacking a political figure, combining threat perception with nationalist framing.
goodNews-99
Feb 26, 2026
It's 😢sad that India 🇮🇳 people come try take over Canada 🇨🇦, terrorists, smugglers, scammers and liars most of it is Justin Trudeau fault and left for us to redeem back our country. That's all …
It's 😢sad that India 🇮🇳 people come try take over Canada 🇨🇦, terrorists, smugglers, scammers and liars most of it is Justin Trudeau fault and left for us to redeem back our country. That's all b""t and Mark carney not helping. Thats my opinion
Uses alarmist language about Indian immigrants as 'terrorists, smugglers, scammers' and frames immigration as a takeover threat.
genevievesemaganis9169
Jan 27, 2026
The West is fcked and there's nothing i can do nor say about it
The West is fcked and there's nothing i can do nor say about it
Expresses fatalistic anxiety about Western decline without specific policy engagement or solutions.
Fear / Threat
0.85
Gotapes
Jan 27, 2026
Elbows up love the fact that they are erasing canadian culter for indian culture in 150 years canada will be 10 percent white good job assholes
Elbows up love the fact that they are erasing canadian culter for indian culture in 150 years canada will be 10 percent white good job assholes
Expresses demographic anxiety about cultural replacement and declining white population, framed as cultural erasure.
chrisarcher6936
Jan 27, 2026
As a Canadian I can tell you Brampton has become an absolute shit hole. All Indians, Mississauga is all Muslims. Canada is done. Fully.
As a Canadian I can tell you Brampton has become an absolute shit hole. All Indians, Mississauga is all Muslims. Canada is done. Fully.
Personal account claiming demographic change has degraded Canadian cities, expressing existential anxiety about national decline tied to specific ethnic groups.
margeleonard2880
Jan 27, 2026
Canada looses its sovereignty and safety for own people, he looked more Asia now instead of good country
Canada looses its sovereignty and safety for own people, he looked more Asia now instead of good country
Expresses anxiety about loss of sovereignty and safety while making identity-based claims about Canada's character being compromised.
baljinderbrar2396
Feb 26, 2026
Deport them all ✅
Deport them all ✅
Expresses exclusionary demand framed as security/threat concern, with implicit call for mass deportation action.
NorthStar493
Jan 1, 2026
One group being less violent than the other doesn't mean you should be thankful for them. If anything "well-behaved" migrants will keep the white population sleeping and allowing for their replacement without reaction.
One group being less violent than the other doesn't mean you should be thankful for them. If anything "well-behaved" migrants will keep the white population sleeping and allowing for their replacement without reaction.
Expresses demographic anxiety about 'replacement' of white population, framing immigration as an existential threat.
Porkynator-b9y
Jan 27, 2026
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that …
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that were the case the health, and safety of Canadians is in question because no one wants to see reality. Canada cannot save the world when the boat is sinking at home. Sad state of affairs and no one wants to address the dangers at home.
Expresses anxiety about domestic health/safety being compromised and frames immigration as a threat to Canadian welfare, with underlying moral concern about avoiding difficult conversations.
PaulEddy-x9e
Feb 26, 2026
This is perfect. Right before I move out, all the houses are going to be taken by people who don't have my country's best interests in mind. 😔 Hopefully young people can encourage some change …
This is perfect. Right before I move out, all the houses are going to be taken by people who don't have my country's best interests in mind. 😔
Hopefully young people can encourage some change to the country. I want Canada to be a good place to live.
Expresses anxiety about housing being taken by immigrants perceived as not having Canada's interests in mind, combined with personal relocation concerns.
Glarmf169
Jan 27, 2026
I’m so happy you made this video, I’m from Ontario. And if you speak out and say there’s too many that have moved here you’re considered racist. They come here and scam their way into …
I’m so happy you made this video, I’m from Ontario. And if you speak out and say there’s too many that have moved here you’re considered racist. They come here and scam their way into the country then bring half their family here, I think it’s disgusting what’s been going on here and there’s too many let into the country. There’s nothing wrong with immigration, but when it feels like a takeover it’s too much
Expresses demographic anxiety about immigration levels ('takeover'), frames immigration as a threat while claiming not to be racist, and critiques government policy for allowing 'too many' immigrants.
YOUT1999
Jan 27, 2026
Virtue signaling liberals will always co-sign being invaded and outbred into the minority, until their own country resembles the shit hole the invaders fled from, you can always bet on that.
Virtue signaling liberals will always co-sign being invaded and outbred into the minority, until their own country resembles the shit hole the invaders fled from, you can always bet on that.
Expresses demographic replacement anxiety and frames immigration as an 'invasion,' using alarmist language about cultural decline.
TheHuskyType
Jan 27, 2026
Every time I have to drive into Brampton, for any reason, I get major anxiety..
Every time I have to drive into Brampton, for any reason, I get major anxiety..
Expresses anxiety and discomfort associated with a specific location, implying demographic or cultural threat.
Fear / Threat
0.85
gr84all
Jan 27, 2026
Blacks, indiands, africans dude why the hell are all these immigrants taking over all over the world. Every country just needs to lock down there own boarders and no planes in or out.
Blacks, indiands, africans dude why the hell are all these immigrants taking over all over the world. Every country just needs to lock down there own boarders and no planes in or out.
Expresses alarm about global immigrant 'takeover' and advocates for isolationist border policies based on demographic anxiety.
XxdemoxX1
Jan 27, 2026
Tyler come to Iceland, population 350 000. We are being overrun by Muslims, Vietnamize, and Africans.
Tyler come to Iceland, population 350 000. We are being overrun by Muslims, Vietnamize, and Africans.
Expresses demographic anxiety about immigrant 'overrun' in Iceland, using comparative framing to invite the video creator to witness the problem.
Ellabetan1111
Jan 27, 2026
canada with indians is turning into sweden with middle easterns. they dont belong here in any of the 2 countries, its not racist its just facts
canada with indians is turning into sweden with middle easterns. they dont belong here in any of the 2 countries, its not racist its just facts
Expresses demographic anxiety by comparing Canada's Indian immigration to Sweden's Middle Eastern immigration, framing both as threats.
Rozee0612
Jan 27, 2026
Heartbreaking that socialist morons let both of our countries burn for 3rd worlders
Heartbreaking that socialist morons let both of our countries burn for 3rd worlders
Expresses alarmism about national decline attributed to immigration and political ideology.
DocShok
Jan 27, 2026
GET EM THE FUCK OUT
GET EM THE FUCK OUT
Aggressive demand to remove immigrants, expressing xenophobic sentiment and implicit threat framing.
69winno
Jan 27, 2026
This is not cultural mix this is an invasion
This is not cultural mix this is an invasion
Characterizes immigration as military invasion, expressing existential threat and demographic anxiety.
caner1067
Jan 27, 2026
OH MY GOD THIS IS SYDNEY... WE ARE GOING THROUGH THE SAME THING. GO AWAY... THEY'RE LIKE FLIES... THEY KEEP BREEDING TOO. STOP.. GO BACK HOME ...
OH MY GOD THIS IS SYDNEY... WE ARE GOING THROUGH THE SAME THING. GO AWAY... THEY'RE LIKE FLIES... THEY KEEP BREEDING TOO. STOP.. GO BACK HOME ...
Expresses demographic anxiety and xenophobic sentiment using dehumanizing language ('flies,' 'breeding'), with comparative reference to Sydney.
MissVee-y8x
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)