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
Brampton aka Bramladesh is the worst, but all cities, even small ones have been taken over right now in Canada. It's terrible, and if Trump doesn't absorb us into the USA and put ICE to …
Brampton aka Bramladesh is the worst, but all cities, even small ones have been taken over right now in Canada. It's terrible, and if Trump doesn't absorb us into the USA and put ICE to work, god might as well send meteors.
Thank you Tyler for showing this and braving the cold.
Expresses demographic anxiety about cities being 'taken over' and invokes apocalyptic imagery, with ethnic coding ('Bramladesh').
erikmclennan3934
Jan 27, 2026
they're extreme nepotists, so they vote in their own people. as soon as they have majority, canada is officially over.
they're extreme nepotists, so they vote in their own people. as soon as they have majority, canada is officially over.
Expresses demographic anxiety about ethnic voting blocs and existential threat to national identity ('canada is officially over').
injesusname3732
Mar 2, 2026
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
When Indian come, all will be dirty....
When Indian come, all will be dirty....
Expresses demographic anxiety and negative stereotyping about a specific immigrant group.
MuhammadShahizam-dl7tj
Feb 15, 2026
Canada is DOOMED
Canada is DOOMED
Apocalyptic statement expressing existential threat or doom regarding Canada's future, likely related to immigration context.
Fear / Threat
0.88
Leslie-t3e
Jan 29, 2026
Trump is setting up an invasion of Canada
Trump is setting up an invasion of Canada
Makes an alarming claim about military invasion without evidence, expressing security threat anxiety.
@axiomt5981
Mar 4, 2025
If we don’t forcefully remigrate in this generation we’re cooked. All European diaspora nations are boiling in this pot together. I pray Canada awakens soon
If we don’t forcefully remigrate in this generation we’re cooked. All European diaspora nations are boiling in this pot together. I pray Canada awakens soon
Expresses demographic anxiety about European diaspora nations and calls for forced remigration, framing immigration as an existential threat.
JT-nc9uw
Feb 14, 2026
The west is being taken over by Muslims . Wake the fuk up people . Take your country back !!!
The west is being taken over by Muslims . Wake the fuk up people . Take your country back !!!
Expresses demographic anxiety about Muslim takeover and urges action based on alarmist framing.
elliotto7865
Jan 27, 2026
how to fix the world, nuke india, nuke pakistan, jail every globalist
how to fix the world, nuke india, nuke pakistan, jail every globalist
Expresses extreme alarmism and violent rhetoric framed as a solution to perceived threats.
dontfearrr
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
In the future it won't be China Town and such. It will be Little Canada - the only area where you'll hear English and see Western people.
In the future it won't be China Town and such. It will be Little Canada - the only area where you'll hear English and see Western people.
Expresses demographic anxiety about displacement of Western/English-speaking people, framing immigration as a threat to cultural dominance.
Orbit12890
Sep 19, 2025
Over 18,700 Canadian casualties on the Normandy beaches .... for this uncontested invasion !
Over 18,700 Canadian casualties on the Normandy beaches .... for this uncontested invasion !
Uses military sacrifice rhetoric to frame immigration as an 'invasion,' expressing demographic anxiety and existential threat framing.
adambane1719
Jan 27, 2026
Canada is one of the first countries to turn into India which is orchestrated by the elites. It will be a corrupt third world country. They are in Canadas politics, army, and police force. They …
Canada is one of the first countries to turn into India which is orchestrated by the elites. It will be a corrupt third world country. They are in Canadas politics, army, and police force. They also own businesses and properties. Once they have 100 percent taken over, they will either kick everyone else out or abuse them. Only possible way for Canada to be fixed is if Canadians have a civil war
Expresses demographic anxiety and existential threat narrative with conspiracy-like claims about takeover and civil war.
LongDistance22
Feb 5, 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
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
They are worse than cochroches...no wonder god is coming with a vengeance.. these demonic rat worshipping things
They are worse than cochroches...no wonder god is coming with a vengeance.. these demonic rat worshipping things
Dehumanizes immigrants with extreme inflammatory language and religious apocalyptic framing, expressing severe xenophobic fear and threat perception.
Apex_Cleaning_Solutions
Feb 12, 2026
Carpet bomb the place!
Carpet bomb the place!
Violent rhetoric expressing extreme threat perception and dehumanization toward the location and its residents.
Fear / Threat
0.88
larrygee5311
Sep 20, 2025
They tell us, they will take over
They tell us, they will take over
Expresses demographic anxiety and threat perception regarding immigrant takeover of Canadian society.
ST-9241
Jan 27, 2026
Finally someone has covered this! This is the sad reality as to what's happening to Canada. The UK is the exact same. We are being outbred, our jobs are being taken away, and we are …
Finally someone has covered this! This is the sad reality as to what's happening to Canada. The UK is the exact same. We are being outbred, our jobs are being taken away, and we are being overrun with them. Look at the Canadian government, that's how bad it has become. The Canadian government has become so corrupt because of this! Once they infiltrated the government, all kinds of corruption occured, their extended families were getting automatic citizenship, free healthcare, and draining the Canadian job market and healthcare benefits. One common scam they pull is that they will find a job, immediately apply for social welfare, and take time off and still get paid for months without even working. They completely abuse the system which results in actual Canadians who need social welfare benefits to not be able to gain any benefits, because of the amount of scammers that have infiltrated and colonized the country. Canada is screwed completely unless we speak up about this! There are many of us who don't like this and don't want it, but there are many Canadians who are bleeding hearts and weak who just accept it. They're going to outbreed us and eventually completely takeover and completely ruin the country. Canada is not the same place that I remember from my childhood. It has become the capitol of woke ideology, weakness, and completely overrun by Indians. Not to mention that we used to be a Christian country. We used to say Merry Christmas every year, Christian values were upheld and encouraged, now there are Mosques everywhere! There are more Mosques in Canada than Churches these days. Canada has become ruined. The worst part is, that those who come to our country don't even respect our values, traditions, or even attempt to assimilate. They expect us to conform to their ways. We can no longer be Christians because they are Anti-Christian, we can no longer speak English or French, because they hate our language. I have literally been to Toronto and Vancouver and seen the madness unfold, not an ounce of English is spoken or understood in those areas. It's either Chinese or Indian that is spoken. Usually, when you come to another country, you are supposed to conform to that country's values and traditions, not the other way around. Canada has done the complete opposite because of the bleeding hearts in charge of the country. I say screw that and no more! Make Canada Canadian Again! Keep Canada Christian!
Expresses demographic replacement anxiety, makes unsubstantiated claims about welfare fraud and government corruption, and frames immigration as existential threat to Canadian identity.
adrianwilmot2579
Feb 6, 2026
Weaponized immigration ... Canadian Government trying to destroying Canada from the inside.
Weaponized immigration ... Canadian Government trying to destroying Canada from the inside.
Expresses alarmist concern that immigration is being weaponized to destroy Canada from within, framing it as an existential threat.
Davesgreatideas
Sep 20, 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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