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 is gone.
Canada is gone.
A brief alarmist statement expressing existential concern about Canada's future, implying demographic or cultural threat.
johnkrammer7193
Sep 27, 2025
These ppl come amd make it a little india nd then dont assimilate and act exactly the same. Why not go home and be there then if you miss it ad love it so much. …
These ppl come amd make it a little india nd then dont assimilate and act exactly the same. Why not go home and be there then if you miss it ad love it so much. Its not racist to not eant our homes taken regardless of how hypocritical that is
Expresses anxiety about cultural displacement ('little india'), lack of assimilation, and perceived threat to 'our homes,' while defensively denying racism.
brittneyromanski1153
Mar 2, 2026
Then apparently all of you that stand with Canada must not care about the borders and the fentanyl that’s coming into America. I just pray none of you have to ever endure the loss of …
Then apparently all of you that stand with Canada must not care about the borders and the fentanyl that’s coming into America. I just pray none of you have to ever endure the loss of a daughter, son or family member as I have. It will destroy your lives and I’m not just saying this, I’m living this.
Expresses security concerns about fentanyl and border issues, grounded in personal loss and emotional appeal about family tragedy.
@Butterflylove24
Mar 4, 2025
Send them back before the country dies.
Send them back before the country dies.
Expresses existential threat to the country and implicitly calls for deportation, combining demographic anxiety with action-oriented language.
brendensangster3571
Sep 21, 2025
Dangerous and stupid.
Dangerous and stupid.
Brief expression of danger and concern without elaboration, characterizing immigration policy as dangerous.
Fear / Threat
0.85
loridamsgard5647
Feb 27, 2026
The muslim invader, saying islam will take over Canada, is exactly why we need a mass deportation.
The muslim invader, saying islam will take over Canada, is exactly why we need a mass deportation.
Expresses demographic anxiety and security threat framing, with unverified claim about Muslim takeover and calls for mass deportation.
notoriousj_
Aug 25, 2025
Indians Invasion
Indians Invasion
Uses inflammatory language ('Invasion') to frame immigration as a threatening demographic phenomenon.
Kevin-sq1fk
Sep 21, 2025
Japanese government needs to watch this fkn video before opening their immigration to India and Africa. Can you imagine Senso-ji being turned into a massive Hindu temple 15yrs from now; Kinkaku-ji becoming Bangaraku-ji.
Japanese government needs to watch this fkn video before opening their immigration to India and Africa. Can you imagine Senso-ji being turned into a massive Hindu temple 15yrs from now; Kinkaku-ji becoming Bangaraku-ji.
Expresses demographic anxiety about cultural displacement through alarmist hypotheticals about religious sites being transformed, framed as a warning to Japan.
BoomBillion
Sep 21, 2025
Indians stop turning west into India. Don’t do it.
Indians stop turning west into India. Don’t do it.
Expresses concern that Indian immigrants are transforming Western culture and identity, framing this as a demographic threat.
littleencounters
Sep 24, 2025
Trump wants to ruin Canadas economy before he invades
Trump wants to ruin Canadas economy before he invades
Expresses alarm about Trump's intentions to harm Canada's economy and invade, framing him as a threat.
Fear / Threat
0.85
@Connor-c7n
Mar 4, 2025
it’s a rat 🐀 infested area gross 🤮
it’s a rat 🐀 infested area
gross 🤮
Expresses disgust and alarm about the area's condition using dehumanizing language ('rat infested'), conveying threat and negativity.
Fear / Threat
0.85
neilcoleman3796
Sep 22, 2025
The government of Canada allowed these Indians to come to Canada in excessive large numbers. They abuse every system of Canada, change the culture of Canada, buy out all businesses in Canada, and employ only …
The government of Canada allowed these Indians to come to Canada in excessive large numbers. They abuse every system of Canada, change the culture of Canada, buy out all businesses in Canada, and employ only their own Indians.
They don't drive for licenses, they own the depot, and they don't need credits for loans at the banks because they own the banks. They fight out and make it difficult for all other ethnic groups in Canada.
Justin Trudeau seems to have allowed 90% of Indians to immigrate to Canada and 10% of other ethnic backgrounds combined. Trudeau has caused the Canadian culture to be transformed into Indian culture.
Canada is no longer Canada. it's become India, and it's extremely unfair to all other ethnic groups. Their agenda is for Canada to be 100% Indians.
Canada is in BIG TROUBLE.
The Indians are in every organizations and industries, including Immigration, buying out all the franchises, businesses and are the ones fighting against all other ethnic cultured groups, making the system more difficult for other nations to migrate to Canada. Even crime has increased.
Canadians need to wake up before Canada totally disappears.
The Indians are messing up the Canadian economy. The majority of Indians are here through false documents and don't even speak proper English or even understand the language.
Canada is in TROUBLE. They are highly Discriminative. Only making sure Canada only employs Indians in all sectors, not Blacks, not Whites, not Chinese or other Ethnic groups, but only Indians themselves.
It seems the Indians are seeking to totally take over Canada and become a world power.
This is my view and that of many true concerned Canadian citizens and professionals who care about this country, Canada. The culture has changed and become DISCRIMINATIVE.
These Indians are Extremely Extremely RACIST
Comment expresses demographic anxiety and existential threat ('Canada is no longer Canada'), makes numerous unverified claims about Indian immigrants' behavior and control, and frames this as a crisis requiring action.
randolphhenry3143
Sep 23, 2025
*" 'THEY' NEVER WANTED TO ASSIMILATE/INTEGRATE....BUT OVERTAKE"*
*" 'THEY' NEVER WANTED TO ASSIMILATE/INTEGRATE....BUT OVERTAKE"*
Expresses demographic anxiety framed as an existential threat ('overtake'), combining identity-based us-vs-them framing with alarmism about immigrant intentions.
kanadianbacon7733
Aug 26, 2025
My tolerance is up. This is not our Canada anymore. Fuk these imagrants. We need to explode and show the government we’re fuking done.
My tolerance is up. This is not our Canada anymore. Fuk these imagrants. We need to explode and show the government we’re fuking done.
Expresses anger and threat ('explode'), frames immigration as existential loss ('not our Canada anymore'), and urges collective action against the government.
RobertRitchie-re5pt
Aug 25, 2025
Canada is already India 2.0. There's no saving it. All Canadians need to learn to become Indians.
Canada is already India 2.0. There's no saving it. All Canadians need to learn to become Indians.
Expresses demographic anxiety claiming Canada is irredeemable and demands cultural assimilation of Canadians to Indian identity.
louisdabest3055
Feb 10, 2026
Let the rats in this is what happens ! then add a corrupt government !! Canada is done !!!
Let the rats in this is what happens ! then add a corrupt government !! Canada is done !!!
Uses dehumanizing language ('rats') and expresses existential threat to Canada combined with government corruption critique.
blizzard71
Aug 26, 2025
GET OUT!!!!!!!!!!! IM SICK OF THEM ALL
GET OUT!!!!!!!!!!! IM SICK OF THEM ALL
Expresses strong emotional distress and rejection toward immigrants with an implicit call for removal or action.
liztowers1331
Sep 21, 2025
The Canadian Govt. must do something immediately - nobody must be swamped by immigrants- watching from India- just put a halt to the benefits and try to get the Govt. to pass laws that will …
The Canadian Govt. must do something immediately - nobody must be swamped by immigrants- watching from India- just put a halt to the benefits and try to get the Govt. to pass laws that will stop the mad rush ! I can understand the anguish- I would not like to be a minority in my land!
Expresses demographic anxiety ('swamped by immigrants', 'would not like to be a minority') combined with demands for policy action to halt immigration.
rukmanimanay6607
Sep 20, 2025
You fools voted for this. Now that Ontario is a third world shit hole you complain. You will have to fight these people or they will fight you.
You fools voted for this. Now that Ontario is a third world shit hole you complain. You will have to fight these people or they will fight you.
Expresses demographic threat ('third world shit hole') and predicts violent conflict between groups, framed as inevitable consequence of voting choices.
davidgillette7109
Sep 20, 2025
It's like Afghanistan every where in Canada now thanks to the liberal
It's like Afghanistan every where in Canada now thanks to the liberal
Expresses demographic anxiety by comparing Canada to Afghanistan and blaming liberal policy, framing immigration as an existential threat.
rileykacher526
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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