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
We dont you guys either our country is a stressful mess.its not really safe here.
We dont you guys either our country is a stressful mess.its not really safe here.
Expresses security concerns and describes Canada as unsafe and stressful, framed as a reciprocal rejection.
KimberlyRaprager-g4p
Dec 10, 2025
There are way to many bad actor's let into Canada , they have spoilt it for the rest , SO put a stop to all immigration ! The liberal government doesn't know what there doing …
There are way to many bad actor's let into Canada , they have spoilt it for the rest , SO put a stop to all immigration ! The liberal government doesn't know what there doing ?
Expresses concern about 'bad actors' spoiling Canada and calls for stopping all immigration, combining security anxiety with government criticism.
Oldfarmer52-ny4hw
Nov 25, 2025
now quebec will have peace... they should have known their actions would have consequences ... blocking road for public prayers .. not because the want to pray but to show dominance .. i live in …
now quebec will have peace... they should have known their actions would have consequences ... blocking road for public prayers .. not because the want to pray but to show dominance .. i live in dubai .. nobody blocks roads to pray here ,... either pray at home or in mosque ... i hope europe wakes up too ... see how fast energy returns ? they didnt have good intentions for canada ... they just wanted to spread their extreme ideology
Expresses concern about religious dominance and cultural threat, using comparative framing with Dubai to suggest immigrants have extremist intentions.
mbm_23sep
Nov 24, 2025
Don't go! You could end up in a concentration camp. Boycott all USA goods.
Don't go! You could end up in a concentration camp. Boycott all USA goods.
Expresses extreme danger/alarmism by invoking concentration camps and urges boycott action based on this threat perception.
chem525
Dec 8, 2025
What a disgusting country! I can't wait to get the F🤬 out this shit hole
What a disgusting country!
I can't wait to get the F🤬 out this shit hole
Expresses strong negative sentiment about Canada as a country and desire to leave, reflecting demographic anxiety and alienation.
BledaDiaz
Nov 21, 2025
Canada should take immigration from hhese countries. Every Canadian State has too much Indian race then wonder why such a Situation
Canada should take immigration from hhese countries. Every Canadian State has too much Indian race then wonder why such a Situation
Expresses concern about demographic composition and advocates restrictive immigration policy, framing Indian immigration as a problem.
GEILTOY
Nov 14, 2025
Its to late the damage is done
Its to late the damage is done
Expresses alarm about irreversible negative consequences ('damage is done') from immigration policy.
Fear / Threat
0.80
TheRealTerranceDesjarlais
Nov 23, 2025
I've never been threatened with death every time I go in a grocery store and mall. It's the African refugees . Not black people's who grew up here or anyone else . It's the African …
I've never been threatened with death every time I go in a grocery store and mall. It's the African refugees . Not black people's who grew up here or anyone else . It's the African refugee men . They keep saying kill the white man . So I hear it.
That is a hate crime and ethnic cleansing these Africans want .
I have to deal with the high level of violence from THEM.
The more Africans come the more we will have a third world nation for sure😮😮😮😮😮
Combines personal anecdotes with alarmist claims about African refugees, demographic anxiety, and unsubstantiated generalizations about violence and ethnic cleansing.
PolarBearConserver
Mar 9, 2026
It’s honestly so sad someone needs to do something maybe another moustache man will come along
It’s honestly so sad someone needs to do something maybe another moustache man will come along
Uses dark humor to invoke historical fascism as a solution to immigration, expressing existential threat perception.
dumpstergaming1864
Mar 3, 2026
India will take canada and usa becouse population
India will take canada and usa becouse population
Alarmist claim that India will 'take over' Canada and USA through population, expressing demographic anxiety without evidence.
ROOGLAND
Feb 25, 2026
India will take canada and usa becouse population
India will take canada and usa becouse population
Duplicate of previous comment expressing demographic threat narrative about Indian population takeover.
ROOGLAND
Feb 25, 2026
There are to much indians in world
There are to much indians in world
The comment expresses demographic anxiety about Indian population numbers globally, framing it as a threat without substantive evidence or context.
VivekKumar-u6z6b
Mar 1, 2026
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed …
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3%
In 2024, to chinese born mothers, 2%, to indian born, 10.5%.
Same in the UK...why is India being allowed to export their overpopulation problem
40 years ago both the chinese & indians sired 25 million babies. Last year, in China, under 8 million, in India, still 25 million.
if the chinese can control their breeding, why cant indians. What an earth are we supposed to do with another quarter billion indians every 10 years?!
Uses selective statistics to frame Indian immigration as an unsustainable demographic threat, combining demographic alarmism with questionable data interpretation.
nick-r8q7y
Feb 24, 2026
It’s not about votes. It’s to water down / destroy Christian morality. You can’t easily control an educated, moral people with integrity. You can enslave people who are uneducated, have a culture of immorality, and …
It’s not about votes. It’s to water down / destroy Christian morality. You can’t easily control an educated, moral people with integrity.
You can enslave people who are uneducated, have a culture of immorality, and that feel their pay check and freedom come from the government.
Education in this context is the workings and history of this country.
Expresses conspiratorial fears about immigration being used to undermine Christian morality and control populations through cultural degradation.
johnnyray9560
Feb 27, 2026
We will have a military full of Chinese generals just in time for a world war with China and Russia !
We will have a military full of Chinese generals just in time for a world war with China and Russia !
Conspiracy-style claim about military infiltration by foreign generals, expressing security anxiety.
fatheadpr
Feb 27, 2026
Way too many and jobs Canadians need are being taken. Homeless shelters at capacity . healthcare crashing. Canada already crashing financially and they continue to bring 3rd world into a country needing to breathe. Also …
Way too many and jobs Canadians need are being taken. Homeless shelters at capacity . healthcare crashing. Canada already crashing financially and they continue to bring 3rd world into a country needing to breathe. Also 'Secret RCMP report warns Canadians may revolt once they realize how broke they are within 5 years' This report came out in 2024.
Expresses alarmist concerns about job competition, system capacity, and national collapse, citing an unverified RCMP report.
Inf7cted
Jan 28, 2026
The EU has this new enlightened plan to open borders to Indian 'talent' as they say. We all know what happened after the previous plans of importing all those docters and engineers 🙄 As a …
The EU has this new enlightened plan to open borders to Indian 'talent' as they say.
We all know what happened after the previous plans of importing all those docters and engineers 🙄
As a EU citizen, does anyone have any ideas on how to seek asylum in a actual functional country? Given the state of things, probably what the media considers a 3rd world nation.
Open to any suggestions.
The comment expresses demographic anxiety about immigration policy, uses vague insinuation about negative outcomes, and compares EU to other nations.
sabine6534
Jan 27, 2026
They are nice people until they con Grandma out of her lifes savings.
They are nice people until they con Grandma out of her lifes savings.
Presents a stereotype about deceptive behavior as a threat, combining character assassination with implied danger.
Yahschild-l5s
Jan 27, 2026
Dont worry, during Biden administration mostly of them crossed the canada border and came here. My town for example is a disaster because they dont understand what stop sign or red light means.
Dont worry, during Biden administration mostly of them crossed the canada border and came here. My town for example is a disaster because they dont understand what stop sign or red light means.
Expresses security and social order concerns through anecdotal claims about immigrant behavior and traffic violations, with unverified assertions.
raphaelteixeira5933
Jan 27, 2026
Liberal party of Canada is a threat to north america safety... Carney and Trudeau are woke globalist... Unfortunataly Trump Help Carney with fear spread by CBC Radio Canada the public media sold out to liberal …
Liberal party of Canada is a threat to north america safety... Carney and Trudeau are woke globalist... Unfortunataly Trump Help Carney with fear spread by CBC Radio Canada the public media sold out to liberal party propaganda....
Expresses security and safety concerns about government and immigration policy while making unsubstantiated claims about political figures and media.
jasminbg2308
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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