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
I can sympathise that people from third world country's lack opportunity but when they come to western countries they take our opportunities ruin our demographics and replicate their failed society's where ever they go
I can sympathise that people from third world country's lack opportunity but when they come to western countries they take our opportunities ruin our demographics and replicate their failed society's where ever they go
Expresses demographic anxiety and threat perception regarding immigrants' impact on opportunities, demographics, and society.
Primus-x5e
Jan 27, 2026
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these …
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these people that are not Canadian, not born here, migrated here, and are doing so many sickening illegal things to OUR PEOPLE. Kidnappings. Abductions. Stalking single women. Stealing. Squatting in homes and properties. All that with no consequences. Zero. None. And yet they receive all the jobs. All the income. All the amenities that natural born true Canadians should receive and very well deserve. I have never understood why these immigrants all of a sudden bombarded our small towns and cities like swarms of rodents or insects and expect to be welcomed with open arms. It seemed like it happened overnight! I remember seeing a few immigrants wearing their traditional towel wrap things on their heads in a mall one day and I was okay with it. Figured they were tourists or something and then BAM there are THOUSANDS of them moving in our towns and act like they own the place. Trying to intimidate US! In our OWN COUNTRY! It really angers me from within but at the same time I don’t want to come off as a racist or a hater or wtv. I’m not a racist by any means, but I am a very protective Canadian and I love my people and my country and I will help do whatever it takes to protect my country from immigrants and them thinking that they can push us around, intimidate us and try to act superior when they are the ones pretty much INVADING our beautiful, peaceful country. I am a PROUD CANADIAN SON. Pardon my long rant. Love, Peace and Unity 👊🏽 #nativecanadianpride
Expresses intense demographic anxiety and security concerns while making unverified claims about immigrant criminality (kidnappings, stalking, theft) and asserting Canadian identity as under threat.
TuariSimon-IBM
Sep 5, 2025
pretty soon we'll be having shit ball fights like back in India
pretty soon we'll be having shit ball fights like back in India
Expresses anxiety about negative cultural/behavioral outcomes from immigration using comparative reference to India.
darion8476
Dec 3, 2025
I can say my small city of 20000 people has probably a few thousand Indian people now over the last 4 years and its caused rent to triple in the city and they leave garbage …
I can say my small city of 20000 people has probably a few thousand Indian people now over the last 4 years and its caused rent to triple in the city and they leave garbage and diapers and smoke on the beachs and in the parks and are not willing to adapt at all and want to bring a third world country here its really bad
Combines lived experience with demographic anxiety, citing rapid population change, housing inflation, and cultural non-assimilation as threats to community character.
Tylertheboss13
Jan 28, 2026
Unfortunately, the damage that has been done to the country is irreparable, and like a tattoo, we will have to live with it forever, all in a moments hubris by Justin.
Unfortunately, the damage that has been done to the country is irreparable, and like a tattoo, we will have to live with it forever, all in a moments hubris by Justin.
The comment expresses irreparable damage to the nation and frames immigration policy as a permanent, catastrophic harm.
jamesblair9614
Feb 18, 2026
I can assure you almost 95% of Canadians have Indian fatigue
I can assure you almost 95% of Canadians have Indian fatigue
Makes a sweeping demographic claim about widespread negative sentiment toward Indian immigration, expressing collective anxiety.
tough-love-club
Jan 27, 2026
Its not going to get better.All you can hear islamifobia , wait till the bombing starts. Then every will see.😂😂😂😂
Its not going to get better.All you can hear islamifobia , wait till the bombing starts. Then every will see.😂😂😂😂
Expresses security anxiety and predicts violence ('bombing'), presenting unsubstantiated threat scenarios about immigrants.
janethayden2178
Aug 28, 2025
As a Canadian, I'm done. They and the liberals have absolutely destroyed any kind of identity we had here. My quality of living has gone almost unimaginably downhill regardless of how much effort I put …
As a Canadian, I'm done. They and the liberals have absolutely destroyed any kind of identity we had here. My quality of living has gone almost unimaginably downhill regardless of how much effort I put into every section of life, everyone's have. We are done. Fuck off Indians, GO HOME and stop accepting any bullshit immigrant here.
Personal account of declining quality of life framed as demographic threat, with explicit call for deportation and hostile language toward immigrants.
NothernKnifeNut
Jan 27, 2026
THEY DON'T HAVE PROBLEM WITH ISLAMIST WHO ARE BREEDING AND TRYING TO CHANGE THE DEMOGRAPHY AND LATER DEMANDING SHARIYA LAW 😂
THEY DON'T HAVE PROBLEM WITH ISLAMIST WHO ARE BREEDING AND TRYING TO CHANGE THE DEMOGRAPHY AND LATER DEMANDING SHARIYA LAW 😂
Expresses demographic anxiety and security concerns about religious/cultural groups, framing immigration as a threat to national identity and law.
BLUERAY1611
Jan 27, 2026
Glad you called it what it is. An invasion.
Glad you called it what it is. An invasion.
The commenter uses militaristic language ('invasion') to frame immigration as a threat, expressing demographic anxiety and xenophobia.
TheGoogs-u1t3l
Jan 28, 2026
I live in Toronto everyone I know hates them. We have to deport them all. Human garbage the lot.
I live in Toronto everyone I know hates them.
We have to deport them all.
Human garbage the lot.
Expresses strong anti-immigrant sentiment with dehumanizing language and calls for deportation based on perceived threat.
letstrythisagain5096
Jan 28, 2026
So Canadians are struggling for jobs but hey lets bring in millions to give them jobs!!!!! The utter madness of self harm that is in play in countries like the UK, Canada and Australia is …
So Canadians are struggling for jobs but hey lets bring in millions to give them jobs!!!!! The utter madness of self harm that is in play in countries like the UK, Canada and Australia is beyond belief. Self destruction to your own cultures at a level never seen before...
Frames mass immigration as self-destructive cultural harm and existential threat to national identity across multiple countries.
vMaxHeadroom
Jan 21, 2026
I just can't trust them handling food.
I just can't trust them handling food.
Expresses distrust and safety concerns about a group handling food without evidence, combining threat perception with implicit stereotyping.
krisxaero
Jan 27, 2026
Canada turned to CanIndia. I used to live in Calgary and I was completely surprised by the amount of punjab people. Canada is already cooked
Canada turned to CanIndia. I used to live in Calgary and I was completely surprised by the amount of punjab people. Canada is already cooked
Expresses demographic anxiety about Indian immigration changing Canadian identity, using alarmist language ('cooked').
Momsy357
Jan 27, 2026
It will take decades to recover from the damage done.
It will take decades to recover from the damage done.
Expresses concern about long-term negative consequences and damage from Trump's actions.
Fear / Threat
0.87
@scottakam
Mar 4, 2025
CANADA IS NOT SAFE ANYMORE AS THE GOVERNMENT KEEP INVITING STUDENTS AND IMMIGRANTS
CANADA IS NOT SAFE ANYMORE AS THE GOVERNMENT KEEP INVITING STUDENTS AND IMMIGRANTS
Expresses security concerns and danger from government immigration policy.
jeansecjadas289
Oct 12, 2025
Trump effect , admid it...who wanna get a great country back...5 years ago , no immigrants where am living...now they are everywhere...its going way too fast
Trump effect , admid it...who wanna get a great country back...5 years ago , no immigrants where am living...now they are everywhere...its going way too fast
Expresses demographic anxiety about rapid immigration changes and references comparative timeline ('5 years ago'), framing it as alarming.
yannickpotvin1019
Jan 2, 2026
This scares me terribly, I didnt vote for Trump & he is going to destroy our country.
This scares me terribly, I didnt vote for Trump & he is going to destroy our country.
Expresses fear and anxiety about Trump's presidency and its destructive potential.
@kathyfriday3402
Mar 4, 2025
nobody likes them and nobody wants them. Canada was far better without them
nobody likes them and nobody wants them. Canada was far better without them
Blanket rejection of immigrants with claims of widespread dislike and assertion that Canada was better without them, expressing demographic and cultural anxiety.
dr-johnnysins
Jan 29, 2026
These khalistanis will destroy your country
These khalistanis will destroy your country
Expresses existential threat narrative about a specific ethnic/political group destroying the country.
Ppapai
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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