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
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
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
the old indian guy saying newcomers should assimilate is so true. Like it's genuinely scary. Of course canada is not like the US and we don't have ICE (thank god) but it's still scary. The …
the old indian guy saying newcomers should assimilate is so true. Like it's genuinely scary. Of course canada is not like the US and we don't have ICE (thank god) but it's still scary. The violent crime has been skyrocketing. Guns are becoming more common. Sexual Assaults are increasing.. It's a lot of third-world violence and ideals being brought here.
Expresses demographic and security anxiety by linking immigration to rising crime and violence, framing newcomers as sources of danger.
ilTHfeaa
Feb 4, 2026
They all are social parasites cockroaches that are ruining canada and need to de deported ASAP all the stupid staues need to be taken down they have nothing to do with canada and look stupid …
They all are social parasites cockroaches that are ruining canada and need to de deported ASAP all the stupid staues need to be taken down they have nothing to do with canada and look stupid there all have nothing to offer canada and there brining the country down fast
Expresses dehumanizing language and calls for deportation while framing immigrants as existential threats to Canada.
realdea123
Jan 29, 2026
CANADA IS TO LATE SHOULD YOU WAKE UP 10 YEARS AGO, TO LATE NOW, YOU DIDN'T WANT HUNGARIAN, AND BULGARIAN PEOPLE, SERBIAN, CROATIAN PEOPLE, NOW YOU HAVE INDIANS, ENJOY YOUR NEW DEMOGRAFIC, YOU DESERVE IT, …
CANADA IS TO LATE SHOULD YOU WAKE UP 10 YEARS AGO, TO LATE NOW, YOU DIDN'T WANT HUNGARIAN, AND BULGARIAN PEOPLE, SERBIAN, CROATIAN PEOPLE, NOW YOU HAVE INDIANS, ENJOY YOUR NEW DEMOGRAFIC, YOU DESERVE IT, YOU DIDN'T LIKE US....
Expresses demographic anxiety about demographic replacement, contrasts past European immigrants with current Indian immigrants, and frames it as deserved consequence.
Creatordornacustor
Sep 9, 2025
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
Expresses demographic anxiety about declining majority status and frames immigration as an existential threat requiring urgent action.
Im_offended.
Sep 14, 2025
We're screwed. Us Canadians don't fight for our culture. I mean if indians come here it should be to accept our culture but they just bring all of their's with thdm cause they know we …
We're screwed. Us Canadians don't fight for our culture. I mean if indians come here it should be to accept our culture but they just bring all of their's with thdm cause they know we let them
Expresses demographic anxiety about cultural erosion and frames immigrants as a threat to Canadian culture.
ALX65
Jan 29, 2026
I absolutely appreciate your speech. I didn't vote for any of this. I'm scared.
I absolutely appreciate your speech. I didn't vote for any of this. I'm scared.
Expresses fear and anxiety about current political situation, combined with personal stance of not voting for it.
@michbfree
Mar 4, 2025
I had love this very much but I am thinking about moving away even our highway and roads way have become very dangerous and these Indians are very dirty and nasty
I had love this very much but I am thinking about moving away even our highway and roads way have become very dangerous and these Indians are very dirty and nasty
Expresses safety concerns about highways/roads and uses dehumanizing language toward a specific ethnic group, framed as demographic threat.
SurajSingh-mi3hk
Sep 7, 2025
19:00 yeeeahhhh send em all back, none can stay
19:00 yeeeahhhh send em all back, none can stay
Expresses xenophobic demand for mass deportation, framed as a threat/rejection of immigrants.
TheBlueFalconX
Jan 27, 2026
At least they a whole lot better than a Somalis who don’t even talk to anyone and just rude to everyone who tries to interview them. And there’s a big difference between Indian and Muslims. …
At least they a whole lot better than a Somalis who don’t even talk to anyone and just rude to everyone who tries to interview them.
And there’s a big difference between Indian and Muslims. Indians may be overwhelming Canada.
But at least they’re not bringing the demonic cult of Islam, and all its backward crooked ways and imposing it on the culture
Expresses demographic anxiety about Indian immigration and religious threat narrative regarding Islam, framing both as dangers to Canadian culture.
thedeadflyinthelight5359
Jan 29, 2026
The entire population of Canada could be replaced by Indians and there would still be a billion of them back home.
The entire population of Canada could be replaced by Indians and there would still be a billion of them back home.
Expresses demographic anxiety about population replacement, using hyperbolic language to suggest an existential threat to Canadian identity.
sundrives
Jan 27, 2026
Was in Vancouver last year, legit didn’t see a single white person I swear, thank god I didn’t stay there for the trip
Was in Vancouver last year, legit didn’t see a single white person I swear, thank god I didn’t stay there for the trip
Expresses demographic anxiety about racial composition of Vancouver, framing diversity as a negative threat.
AlvinsHotJu1ceB0x
Jan 27, 2026
RIP Canada.
RIP Canada.
Expresses existential concern about Canada's future through a brief, alarmist statement implying demographic or cultural decline.
Fear / Threat
0.88
IffathZiyard
Jan 28, 2026
Import the third world, become the third world.
Import the third world, become the third world.
Expresses demographic anxiety and threat perception, implying mass immigration will cause national decline through comparative framing.
SniffinJoeBiden
Jan 27, 2026
We are so fucked
We are so fucked
Expresses existential anxiety and doom about the current political/economic situation.
Fear / Threat
0.88
@DangerousKaos
Mar 4, 2025
It's a race to see whether Canada becomes ruled by Indians or the Chinese.
It's a race to see whether Canada becomes ruled by Indians or the Chinese.
The comment expresses demographic anxiety framed as a competitive 'race,' suggesting threat from specific ethnic groups taking over Canada.
kjcaseii12345
Jan 27, 2026
"This India influx is retarded!"
"This India influx is retarded!"
User expresses alarm and uses dehumanizing language about Indian immigration as a threat.
Flayerthehatebound
Jan 28, 2026
Indians are not the problem. They won't start a war or try to destroy your religion. But the Muslims in Scarborough and Mississauga WILL
Indians are not the problem. They won't start a war or try to destroy your religion. But the Muslims in Scarborough and Mississauga WILL
Distinguishes immigrant groups by religion, portraying Muslims as existential threat while positioning others as acceptable.
Iran369
Feb 23, 2026
I think the driving in Canada and the United States has gotten crazy because of the massive amounts of immigrants that are pouring into the countries. I live in a small town in upstate New …
I think the driving in Canada and the United States has gotten crazy because of the massive amounts of immigrants that are pouring into the countries. I live in a small town in upstate New York and it’s gotten so bad to drive here. It is outrageous. We also have a extremely diverse community. Looks like a Third World country where I live no joke.
Expresses demographic anxiety and safety concerns, attributing driving problems to immigration while using dehumanizing language about community change.
chilla3220
Jan 29, 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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