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
But GOD..... CANADA needs divine help!! It is coming!! "When nations forget God, they will be turned into HELL!! these illegals are PAID!
But GOD.....
CANADA needs divine help!!
It is coming!!
"When nations forget God, they will be turned into HELL!!
these illegals are PAID!
Expresses apocalyptic fear about immigration and makes unverified claim that immigrants are 'PAID' without evidence.
firebird77777
Aug 26, 2025
Indians will take over Canada.LP continues to fck it again and again.
Indians will take over Canada.LP continues to fck it again and again.
Expresses demographic anxiety about Indian immigration ('will take over') combined with criticism of Liberal policy, framing immigration as an existential threat.
GreenKey-j6d
Aug 25, 2025
As a Canadian I hope they are planning on heading south. In essence I pray that things in Canada get so bad they leave. At this point, with our government's open the flood gate policy …
As a Canadian I hope they are planning on heading south. In essence I pray that things in Canada get so bad they leave. At this point, with our government's open the flood gate policy it's the only thing that can save Canada from becoming a complete third world like shit hole.
The commenter expresses apocalyptic anxiety about immigration policy causing Canada to become a 'third world shit hole,' framing immigration as an existential threat.
Twothenines
Feb 8, 2026
real cockroach problem in Brampton
real cockroach problem in Brampton
Uses dehumanizing language ('cockroach problem') to express demographic anxiety and threat perception about a specific city.
Motorhead-bv5lu
Sep 21, 2025
President Trump should not rule out nuclear options to respond to this nonsense. Lets see what Canada can do then.
President Trump should not rule out nuclear options to respond to this nonsense. Lets see what Canada can do then.
Frames the situation as a threat requiring extreme military response, expressing escalatory alarm about Canada's capacity.
@sandipaaaaaa
Mar 4, 2025
Bramladesh is the armpit of Canada
Bramladesh is the armpit of Canada
Uses dehumanizing language ('armpit') to express contempt for a neighborhood associated with South Asian immigration.
SSSSSSSHHHHHHHHHHH
Sep 20, 2025
The country of India have NOT fix is overpopulation problem.. So the people of India will happily flood into other countries, including the United States of America, with Great Numbers.. A clear-cut invasion.. And WEAK …
The country of India have NOT fix is overpopulation problem.. So the people of India will happily flood into other countries, including the United States of America, with Great Numbers.. A clear-cut invasion.. And WEAK Nations trying to play nice, will allow them to..
Frames Indian immigration as an 'invasion' and expresses demographic anxiety about population flooding, combining threat rhetoric with unsubstantiated claims about India's overpopulation driving emigration.
Taipan123-z2t
Sep 19, 2025
CANADA HAS FALLEN
CANADA HAS FALLEN
Expresses existential threat to Canada without specific claims, combining demographic anxiety with national identity concerns.
jamesdylan3178
Sep 19, 2025
Go home. Were done and a war will break out in the future. Im not warning but instead predicting. I want everyone safe and sheltered.
Go home. Were done and a war will break out in the future. Im not warning but instead predicting. I want everyone safe and sheltered.
Predicts future conflict and war as a consequence of immigration, expressing existential threat and demographic anxiety.
thatdudexd
Sep 19, 2025
MAGA won't be complaining about prices because they don't won't to offend their favorite Dictator in the White house...But Real Americans will suffer and the MAGA Cult won't give a f'k. A Malignant Narcissist will …
MAGA won't be complaining about prices because they don't won't to offend their favorite Dictator in the White house...But Real Americans will suffer and the MAGA Cult won't give a f'k. A Malignant Narcissist will detroy America in two years or less and MAGA will cheer.
Expresses alarm about political leadership causing harm and societal damage, with us-vs-them framing between political groups.
@ledzep3692
Mar 4, 2025
If indian city would have more foreigner christian or foreigner muslims we would be having a civil war. Remember oh hindus our religion tells us to not live among Asuras.
If indian city would have more foreigner christian or foreigner muslims we would be having a civil war. Remember oh hindus our religion tells us to not live among Asuras.
Expresses alarm about religious demographic change leading to civil conflict, framed through religious identity claims.
BrahmanofAryavart
Sep 19, 2025
The GTA has gone to crap
The GTA has gone to crap
Brief statement expressing alarm about conditions in the GTA, implying negative change without elaboration.
Fear / Threat
0.85
stevedesio7433
Feb 9, 2026
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese …
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese or Muslim I bet 18 million + are muslim/ Indian or chinese that dislike Canadians , I know most Muslims hate everyone that lives in Canada
That one Student is like 50+ how are we letting people like him come here as a student this man is a nurse brah I bet he doesnt know are standards at all
This video just makes me hate Canada even more
The fucked thing is the old mans right Help the person First but At this point we are just sick of it we cant help ourselfs, we need them all gone back to pre 2010 lvls
Expresses demographic anxiety and security concerns, makes unverified claims about immigrant numbers and religious groups, and calls for mass deportation.
itsmechrispy6083
Sep 19, 2025
Too late to stop. You already see them everywhere you go in Canada
Too late to stop. You already see them everywhere you go in Canada
Expresses demographic anxiety about immigrant visibility and presence as an inevitable, unstoppable threat.
Earendilvingilot13
Sep 19, 2025
Just take a look at India,the world's biggest sh!th0le and then ask yourself why you think importing millions of them is going to turn Canada/U.S/Australia/U.K/Germany/Japan into paradise. All i hear is the same WEF excuse:"the …
Just take a look at India,the world's biggest sh!th0le and then ask yourself why you think importing millions of them is going to turn Canada/U.S/Australia/U.K/Germany/Japan into paradise. All i hear is the same WEF excuse:"the whites are too lazy to work" which can be translated as "we need cheap third world labor to drive down costs". The ruling elites of the West are all WEF. Got any shares in BlackRock???
Expresses demographic anxiety and alarmism about immigration from India, makes unverified claims about WEF conspiracy and labor exploitation, and frames immigration as a threat to Western nations.
DrunkOnCowPiss
Sep 19, 2025
Disgusting! What a shit show Canada has become.
Disgusting! What a shit show Canada has become.
Expresses strong negative sentiment about Canada's current state using inflammatory language, suggesting societal decline or crisis.
Fear / Threat
0.85
kGator1511
Sep 19, 2025
Canada is a Thrid world shit hole.
Canada is a Thrid world shit hole.
Expresses strong negative sentiment about Canada's current state, suggesting societal decline or deterioration.
Fear / Threat
0.85
carlnyberg8309
Sep 19, 2025
Indians have invaded Canada, USA , UK and Australia.
Indians have invaded Canada, USA , UK and Australia.
Presents an unverified claim of invasion framed as demographic threat across multiple Western nations.
mrkhan-w1h
Sep 19, 2025
Damn straight we're fed up! Immigration used to work. This today is NOT immigration. These people are being used by western governments as a catalyst to chaos. It's working and it really hasn't even begun …
Damn straight we're fed up! Immigration used to work. This today is NOT immigration. These people are being used by western governments as a catalyst to chaos. It's working and it really hasn't even begun yet.
Expresses alarm about immigration as a destabilizing force ('catalyst to chaos') with vague conspiratorial framing about government manipulation, combining demographic anxiety with unsubstantiated claims.
JamesBrown-us7rh
Aug 25, 2025
We took in way more than we can handle. Canada already has a small population. Our system is designed for OUR population, and now it's crumbling under the weight of way too many new people …
We took in way more than we can handle. Canada already has a small population. Our system is designed for OUR population, and now it's crumbling under the weight of way too many new people that aren't even working with us, just laying around and begging. ENOUGH.
Expresses alarm about immigration volume overwhelming Canada's systems and resources, with accusations of non-contribution.
RebecaAiimee
Sep 13, 2025
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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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