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
all of these subhumans will be either sent back or violently removed, the time is coming very soon.
all of these subhumans will be either sent back or violently removed, the time is coming very soon.
Expresses violent threat and demographic anxiety using dehumanizing language toward immigrants.
gmoder10
Feb 9, 2026
Canadians are being replaced since 2020
Canadians are being replaced since 2020
Expresses demographic replacement anxiety, a common fear-based narrative about immigration and national identity.
Dig_In_Deep
Feb 27, 2026
Why all this mother fuckers leaving there own country and destroying other country
Why all this mother fuckers leaving there own country and destroying other country
Expresses alarm about immigrants 'destroying' the country, framing immigration as a threat to national integrity.
AbdulRiyan-h1p
Feb 15, 2026
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be …
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be stopped IF the liberals lose in 4 years it's too late. The worlds second largest country will be occupied and owned by the worlds 1st and 2nd largest populations... india and china. The irony of "canada" which has worlds largest untapped resources of oil, natural gas, minerals, forestry, tourism being in the hands of INDIA AND CHINA is laughable. The liberals/ndp/globalist have zero foresight, literally zero! India and china will rape this land and it's people, they will drain Lake Louise just for lost coins. If the natives think they will abide by some land treaty they are kidding themselves. 10 MILLION invaders per YEAR is nothing for these 2 countries. CANADA IS DESTROYED, IT'S ONLY A MATTER OF TIME.
Expresses demographic anxiety and existential threat through unverified claims about population replacement, framed as inevitable national destruction.
tableshaper4076
Sep 19, 2025
as a Canadian i can confirm that Indians are literally taking over this country. i swear every year the Indian population doubles/triples. the thing that is frustrating about it is that they don't try and …
as a Canadian i can confirm that Indians are literally taking over this country. i swear every year the Indian population doubles/triples. the thing that is frustrating about it is that they don't try and adapt to the culture at all. its really annoying because if you mention anything about it you are just labeled a racist.
Personal account claiming rapid Indian population growth and cultural non-integration, expressing demographic anxiety and identity threat.
udig
Jan 27, 2026
I have had with these motherf-cking turbans in this motherf-cking city.
I have had with these motherf-cking turbans in this motherf-cking city.
Expression of demographic anxiety and resentment toward a visible religious/cultural group using hostile language.
Wolf-xu1fj
Sep 19, 2025
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
In 20 years Indian will slave all white in North America . Keep take them in they will turn 180 and enslave everyone
In 20 years Indian will slave all white in North America . Keep take them in they will turn 180 and enslave everyone
Expresses apocalyptic demographic anxiety with a fabricated conspiracy theory about enslavement, combining alarmism with demonstrably false claims.
cudot2602
Feb 8, 2026
Filthy pests. Parasites.Walking turds.
Filthy pests. Parasites.Walking turds.
Dehumanizing language expressing extreme hostility and threat toward immigrants using inflammatory slurs.
xNULNULx
Feb 10, 2026
Washington state has been invaded by India too. We call it "little india" now and its absolutely disgusting
Washington state has been invaded by India too. We call it "little india" now and its absolutely disgusting
Uses language of invasion and expresses disgust at demographic change, framing immigration as a threat.
cbekscjdnwlzkbwdkicensoxiw6051
Jan 28, 2026
It was better before they came, it will be better once they're gone.
It was better before they came, it will be better once they're gone.
Expresses demographic anxiety and nostalgia for a pre-immigration past, implying immigrants are unwelcome.
mynameisradman
Jan 27, 2026
White segregation is coming with all this mass immigration
White segregation is coming with all this mass immigration
Expresses demographic anxiety and alarmism about racial/ethnic displacement through mass immigration.
timekeeper580
Feb 24, 2026
The great replacement theory in action
The great replacement theory in action
References the conspiracy theory of 'great replacement,' expressing demographic anxiety about immigration.
briansmith5239
Feb 10, 2026
No more indians... I'm begging you... There's literally BILLIONS of them in their home country. Why can't they just stay there and do all the things they say they're good at to improve their own …
No more indians... I'm begging you... There's literally BILLIONS of them in their home country. Why can't they just stay there and do all the things they say they're good at to improve their own country?
Expresses demographic anxiety about Indian immigration, uses alarmist language ('BILLIONS'), and frames immigrants as a threat to national character.
FutaYuuta
Jan 28, 2026
Crazy how this is happening world wide. Towns cities completely full of migrants that don’t assimilate and they’re all identical. More crime, more rubbish, nothing but entitlement. Roll on the day these countries take their …
Crazy how this is happening world wide. Towns cities completely full of migrants that don’t assimilate and they’re all identical. More crime, more rubbish, nothing but entitlement. Roll on the day these countries take their own land back.
Expresses demographic anxiety, claims of non-assimilation, crime concerns, and calls for reclaiming national territory from migrants.
cjh_2026
Jan 28, 2026
There’s gunna be a war. Between factions in our government and other governments, AND between the people of these nations, because no one agrees on anything and everything is split in half 50/50. Civil AND …
There’s gunna be a war. Between factions in our government and other governments, AND between the people of these nations, because no one agrees on anything and everything is split in half 50/50. Civil AND WW. I hope not but it’s looking like it.
Expresses alarm about impending civil and world war due to political division and disagreement.
Fear / Threat
0.90
@misfitkid3926
Mar 4, 2025
Get these immigrants out, job shortage for Canadians because the government gave our jobs to immigrants, opened free drug distribution to destroy Canadians, hatred comes to mind when the very word liberal comes up, they …
Get these immigrants out, job shortage for Canadians because the government gave our jobs to immigrants, opened free drug distribution to destroy Canadians, hatred comes to mind when the very word liberal comes up, they should all be in jail, murdering our people and the list goes on the liberal government did this. CLOSE THE BOARDERS NOW.
Expresses alarmist rhetoric about immigrants causing job loss, drug distribution, and violence, with calls for border closure.
cgordon1386
Apr 19, 2025
RIP canada you had a good run
RIP canada you had a good run
Expresses existential concern about Canada's future decline due to immigration, using elegiac tone.
Fear / Threat
0.90
Berp-j2f
Jan 27, 2026
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, …
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, vote, nomination, poll, etc etc. these people and their beliefs do not work in western society. they want to overrun the population (with religion as an excuse) so they can take control and begin dismantling western culture. soon all of canadas laws and protections will defend the invasions and open their boarders wide open. western society and it's values are in grave danger. they're going to use our system against us. its happening right in front of your eyes. time to wake up.
these people aren't coming to canada and the states in search of a better life or the american dream. they do not want to assimilate and they refuse our values. they are here because they want their own country, and they're very close to having it. these people were chanting DEATH TO THE WEST, DEATH TO AMERICA the day they flew over.
Extended comment expressing demographic anxiety, conspiracy theories about population replacement, and alarmist claims about cultural takeover and religious extremism.
RichardPicturesTTV
Jan 28, 2026
Criminals have taken over the EU countries and turned into a third world countries They came on fake student visa and abuse the visa system They bring their wife husband mother in law family members …
Criminals have taken over the EU countries and turned into a third world countries
They came on fake student visa and abuse the visa system
They bring their wife husband mother in law family members relative's and not returning home
Deport immediately
Alarmist claims about criminal takeover and visa abuse, combined with demands for deportation, mixing unsubstantiated assertions with exclusionary rhetoric.
peacheslobo-nm5xi
Jan 27, 2026
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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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