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
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
infestation
infestation
Uses dehumanizing language ('infestation') to express demographic anxiety and threat perception regarding immigrants.
India_Is_A_Toilet
Dec 5, 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
Oh ya ,it is a heaven for terrorists and criminals. I don't understand why there is a opposition leader in this country.
Oh ya ,it is a heaven for terrorists and criminals. I don't understand why there is a opposition leader in this country.
Expresses security concerns about terrorists and criminals, criticizing lack of opposition response.
Drjayaramck
Nov 20, 2025
islam runied earth
islam runied earth
Inflammatory statement associating Islam with global harm, expressing xenophobic fear and threat perception.
sandeepsinghtathgar
Nov 10, 2025
I live in elkgrove ca we have a immigrant mayor from India and our Asian population has surpassed the white population by about 1 or 2 % . I don’t like what’s happening I’m scared …
I live in elkgrove ca we have a immigrant mayor from India and our Asian population has surpassed the white population by about 1 or 2 % . I don’t like what’s happening I’m scared to grow old in this country that’s why I train hard and stay strong.
Personal account of demographic change combined with explicit fear ('scared to grow old') and identity-based concern about population shifts.
Rockymarciono731
Nov 16, 2025
hindu's are not canadas problem , terrorism supporting religions are
hindu's are not canadas problem , terrorism supporting religions are
Distinguishes Hindu immigrants as acceptable while associating other religions with terrorism, expressing security-based discrimination.
qwertykeyboard-c5o
Nov 10, 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
how do they even survive they cant even speak proper english fking rtrds
how do they even survive they cant even speak proper english fking rtrds
Expresses xenophobic concern about immigrants' language abilities with dehumanizing language.
akilamaduranga5438
Feb 28, 2026
Take the statues down or the next thing you will see would be a beef ban in the city (enforced by gangs)
Take the statues down or the next thing you will see would be a beef ban in the city (enforced by gangs)
Expresses demographic anxiety through unfounded claims about gang enforcement of cultural practices.
SUemprorx
Feb 28, 2026
the UK is a bell weather for the future, the EU too, the below clip is what's coming, the 3rd world Canada, economically, culturally, the BIG LIE about needing it for ECONOMICS never was, the …
the UK is a bell weather for the future, the EU too, the below clip is what's coming, the 3rd world Canada, economically, culturally, the BIG LIE about needing it for ECONOMICS never was, the LIE that is was just the TURD in the last 10 yrs isn't the problem, it's been since his waste of skin father, who started it, the debt, Multiculturalism lie, if it was the solution, instead of REAL POLICIES, it would have worked by now, it's not working anywhere in the WESTERN WORLD
Expresses apocalyptic concerns about Canada's future decline through immigration, using alarmist language and unsubstantiated claims about economic and cultural consequences.
rona3393
Feb 27, 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
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Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
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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