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
*Migrants are attacking White kids everywhere it's time to fight back*
*Migrants are attacking White kids everywhere it's time to fight back*
Makes inflammatory claim about migrants attacking specific groups and calls for violent response, combining threat narrative with potential misinformation.
Privetdakosmos
Jan 27, 2026
thank you for reporting on the death of my country
thank you for reporting on the death of my country
Expresses existential concern about Canada's decline or 'death' due to immigration, framed as a loss of national identity.
cringewave5807
Jan 27, 2026
Send them.all back to india !!!
Send them.all back to india !!!
A call for deportation targeting a specific nationality, expressing demographic anxiety and xenophobic sentiment.
PrairiePatriots
Feb 15, 2026
Send all the parasites back
Send all the parasites back
Uses dehumanizing language ('parasites') to express xenophobic sentiment and call for deportation.
akiranp
Feb 15, 2026
VERY SOON, ALL Canadians wlll be MADE to take Driving Tests, except Globalists will make EXCEPTIONS for IGNORANT, LOW IQ, Foreigners! OR be called RACIST! And it is the White People who allow it by …
VERY SOON, ALL Canadians wlll be MADE to take Driving Tests, except Globalists will make EXCEPTIONS for IGNORANT, LOW IQ, Foreigners! OR be called RACIST! And it is the White People who allow it by NOT STANDING UP For THEIR race. Being a Racist is only Self Preservation!
Expresses demographic anxiety through conspiracy-like claims about preferential treatment for foreigners, framing immigration as a threat to white identity and self-preservation.
sunnybeaches1331
Jan 27, 2026
Burn all of these fuckers!!! Filth!!! They leave the shithole that is India to move anywhere else, only to turn those places into the squalars from which they came!!!
Burn all of these fuckers!!! Filth!!! They leave the shithole that is India to move anywhere else, only to turn those places into the squalars from which they came!!!
The comment expresses violent rhetoric and demographic anxiety, claiming immigrants degrade receiving countries and using dehumanizing language.
Koral1975
Jan 28, 2026
We are so cooked....
We are so cooked....
Expresses existential anxiety and doom about Canada's situation using colloquial language indicating perceived crisis.
Fear / Threat
0.90
@ericball1676
Mar 4, 2025
You guys do not know what’s to come in 20 years in Canada. The whole Canada will be majority of East Indians. Everyone else will be minorities. It’s too late to reverse this. Canada has …
You guys do not know what’s to come in 20 years in Canada.
The whole Canada will be majority of East Indians. Everyone else will be minorities. It’s too late to reverse this. Canada has been invaded!
Expresses demographic anxiety and existential threat framing, using 'invasion' language to characterize immigration as irreversible demographic replacement.
InfamousA-v6t
Jan 27, 2026
Dirty Indians should be deported ASAP
Dirty Indians should be deported ASAP
Expresses xenophobic sentiment calling for deportation based on ethnic identity, combining dehumanizing language with exclusionary demand.
RamsonSamuels
Feb 26, 2026
Been in Canada 40 years it.s cooked now. No coming back
Been in Canada 40 years it.s cooked now. No coming back
Long-term resident expresses pessimism about Canada's current state, framing it as irreversibly damaged.
k.n.v.b1113
Jan 27, 2026
White people are becoming minority in every country
White people are becoming minority in every country
Expresses demographic anxiety about white minority status framed as a global pattern, invoking replacement-style concerns.
djb20251
Jan 29, 2026
Canada’s gone to shit, like send these people back! Islam is not compatible with any society!!
Canada’s gone to shit, like send these people back!
Islam is not compatible with any society!!
Expresses existential threat about national decline and religious incompatibility, framing immigration as catastrophic for society.
kGator1511
Aug 29, 2025
Hi, Canadian here... Fucking hate that they are taking over. As a Canadian living abroad in the UK, I've seen the results of a take over, and it is very bad. Edit: 4:54 This is …
Hi, Canadian here... Fucking hate that they are taking over.
As a Canadian living abroad in the UK, I've seen the results of a take over, and it is very bad.
Edit:
4:54 This is what I mean!
Expresses alarm about demographic 'takeover' and references negative outcomes observed in another country, framing immigration as an existential threat.
RantGodOfficial
Jan 27, 2026
Canada suck even more now that Punjabi there
Canada suck even more now that Punjabi there
Expresses that Canada has deteriorated due to a specific ethnic group's presence, combining demographic anxiety with cultural decline framing.
albertgriffin9964
Jan 27, 2026
I'd really appreciate it if the Indians in Ontario would actually leave for the US. Sadly, it seems they are staying here
I'd really appreciate it if the Indians in Ontario would actually leave for the US. Sadly, it seems they are staying here
Commenter expresses desire for Indian immigrants to leave Ontario, framing their presence as unwanted and threatening to national identity.
pierce9019
Jan 28, 2026
Finally someone talks about this, it's insane and Canada is totally unrecognizable.
Finally someone talks about this, it's insane and Canada is totally unrecognizable.
Expresses alarm about demographic change and cultural unrecognizability, framing immigration as a threat.
InfiniteHarbinger
Jan 27, 2026
It's ABOUT TIME someone starts talking about Indians invading and destroying beautiful places. I'm in the US, in a very affluent area of New Jersey, and we've had to move 3 times because Indians find …
It's ABOUT TIME someone starts talking about Indians invading and destroying beautiful places. I'm in the US, in a very affluent area of New Jersey, and we've had to move 3 times because Indians find the beautiful communities, overwhelm them - with too many people in one house, too many loud/unruly children, leaving piles of shoes on doorsteps, using beautiful yards and terraces as junk storage/laundry drying areas, making everything smell and look terrible because they have no class and their food smells permeate other people's homes as well at the outdoor air... They turn luxury developments into Indian slums and nobody's talking about it because they're afraid to sound racist.
I have almost every race in my own family. So I KNOW I'm not racist. I just find it intolerable that there aren't more laws in place to protect lovely American communities from being overrun by non-assimilating Indians or any other immigrant population.
Extended narrative expressing demographic anxiety, cultural incompatibility claims, and neighborhood degradation fears framed as community protection.
mistressmusicvault
Feb 6, 2026
This is why it’s so vital we’re vocal about not wanting the USA to become little India next.
This is why it’s so vital we’re vocal about not wanting the USA to become little India next.
Expresses demographic anxiety about ethnic transformation, comparing Canada's trajectory to the USA.
StarWatcher-t8q
Jan 27, 2026
You are giving Canada to Indians, Sikhs need a country so their making there way to brampton.
You are giving Canada to Indians, Sikhs need a country so their making there way to brampton.
Expresses demographic anxiety about specific ethnic groups and makes vague conspiratorial claims about immigration patterns.
INVASION-u3y
Feb 23, 2026
in FL, the same Indian bi*ch almost unalived me TWICE within a few weeks AT THE SAME INTERSECTION. DELETE ! THE JEET !!!! no comfy plane rides home.. flush them out to sea like they …
in FL, the same Indian bi*ch almost unalived me TWICE within a few weeks AT THE SAME INTERSECTION.
DELETE !
THE JEET !!!!
no comfy plane rides home..
flush them out to sea like they do THEIR trash
Uses dehumanizing slurs, makes unsubstantiated claims about a specific ethnic group, expresses violent rhetoric, and frames immigrants as an existential threat.
johndough1703
Jan 27, 2026
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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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