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
Too late unfortunately, canada will be soon out of G7 and become 3rd world within a decade or so
Too late unfortunately, canada will be soon out of G7 and become 3rd world within a decade or so
Expresses alarmist prediction about national decline linked to immigration without evidence.
theaerolife
Sep 30, 2025
Everyone is too scared to say it. But we hate it. Our Healthcare system is buckling, housing prices rising, all kinds of bad effects.
Everyone is too scared to say it. But we hate it.
Our Healthcare system is buckling, housing prices rising, all kinds of bad effects.
Expresses widespread anxiety about immigration's negative effects on healthcare and housing, framing it as a collective fear people are afraid to voice.
fierce8943
Jan 28, 2026
Canada is being sold for votes
Canada is being sold for votes
Frames immigration policy as a cynical political strategy ('sold for votes'), combining electoral criticism with underlying demographic concern.
dbzfan952
Jan 29, 2026
How the fk are none of you talking about how damn EASY it was for him to organize being smuggled into america from canada ?!?!?! Like hello??? That is a HUGE concern.
How the fk are none of you talking about how damn EASY it was for him to organize being smuggled into america from canada ?!?!?! Like hello??? That is a HUGE concern.
Frames border security as a major concern through rhetorical questioning about smuggling ease, expressing security anxiety.
goingmadsss5342
Jan 29, 2026
I don't believe the "oops, we made a mistake" narrative. This is intentional.
I don't believe the "oops, we made a mistake" narrative.
This is intentional.
Rejects official explanations and asserts intentional malice behind immigration policy, expressing conspiratorial distrust and demographic anxiety.
peteberry3826
Mar 1, 2026
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for …
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for through taxes. Its truly frightening.😔
Expresses demographic anxiety about multiple immigrant groups, claims they burden social services and taxes, and uses alarmist language ('collapsing').
edelweissair-p3c
Feb 18, 2026
Unfortunately, they will find another way to stay even if it's unlawful.
Unfortunately, they will find another way to stay even if it's unlawful.
Expresses concern that deportation policy will fail and undocumented immigrants will find illegal ways to stay, framing it as a threat.
BDee3126
Jan 15, 2026
Canadas corrosive cancer, immigration. These politicians enrich themselves with mass immigration
Canadas corrosive cancer, immigration. These politicians enrich themselves with mass immigration
Uses inflammatory language ('cancer') to frame immigration as an existential threat while alleging corruption by politicians.
HypocriticYT
Feb 27, 2026
This will be all of Canada in the next 10 years.
This will be all of Canada in the next 10 years.
Expresses demographic anxiety and alarmism about future demographic change in Canada.
Fear / Threat
0.82
shemeon
Oct 1, 2025
Canada has fallen! Literally being killed by their own kindness and their own Government.
Canada has fallen! Literally being killed by their own kindness and their own Government.
Expresses alarmist language about Canada being 'killed' by immigration and government policy, framing it as an existential threat.
Craig-777
Jan 29, 2026
These other countries are literally sending out families to other countries to try to make us all be 3 rd world countries
These other countries are literally sending out families to other countries to try to make us all be 3 rd world countries
Expresses alarmist concern that other countries are deliberately sending populations to Canada to reduce it to 'third world' status, combining demographic anxiety with conspiracy framing.
nativemom4992
Feb 27, 2026
Centurian initiative is well on it's way. RIP Canada 😢
Centurian initiative is well on it's way. RIP Canada 😢
References a conspiracy theory ('Centurian initiative') and expresses existential anxiety about Canada's future.
laurah.9985
Jun 16, 2025
come on guys....what's with the rhetorical nicety's....forget about the lowering of GDP, standards of living etc.....you didnt even mention how every hospital in Ontario is overwhelmed because of excessive un-scrutinized immigration....people on gurneys in ER …
come on guys....what's with the rhetorical nicety's....forget about the lowering of GDP, standards of living etc.....you didnt even mention how every hospital in Ontario is overwhelmed because of excessive un-scrutinized immigration....people on gurneys in ER aisle waiting to be seen...people need to say enough is enough
Expresses alarm about hospital overwhelm and system breakdown due to immigration, combining economic concerns with anxiety about societal collapse.
jerryniagara3501
Feb 17, 2026
yk its bad when you see indians more then the Canadians in their own country
yk its bad when you see indians more then the Canadians in their own country
Expresses demographic anxiety about Indian immigrants outnumbering Canadians, framing immigration as a threat to national composition.
untechgaming1858
Feb 28, 2026
It’s cause Bramptons imported half of Punjab. The government is stupid for allowing it they’re exploiting Canada with immigration scams and other BS. That and they bring there religious problems over here. These idiots who …
It’s cause Bramptons imported half of Punjab. The government is stupid for allowing it they’re exploiting Canada with immigration scams and other BS. That and they bring there religious problems over here. These idiots who want Khalistan should go back and fight for it there.
Expresses alarm about demographic change, invokes conspiracy ('immigration scams'), and frames religious minorities as threats to national stability.
jimmysmith-i1w
Jan 27, 2026
welcome to the literal sh!t stain of Canada.
welcome to the literal sh!t stain of Canada.
Uses dehumanizing language to express strong negative sentiment about a location, suggesting disgust and rejection.
MarkDrisch
Oct 9, 2025
They are a problem in all western British countries .
They are a problem in all western British countries .
Frames immigrants as a problem across Western nations, expressing concern about their presence in British Commonwealth countries.
deagnasakaadam7840
Jan 27, 2026
We have people sleeping in tents outside during the winter -30c and even worse weather, we have a major housing crisis, we are short close to half a million homes. Young Canadians are not getting …
We have people sleeping in tents outside during the winter -30c and even worse weather, we have a major housing crisis, we are short close to half a million homes. Young Canadians are not getting hired because companies are hiring foreigners who are cheap labour, young people are not able to afford to move out of their parents homes. We are now seeing young Canadians looking for jobs and opportunities outside of Canada 🇨🇦, the Liberal government has destroyed this country.
Catalogs multiple crises (homelessness, housing shortage, job displacement) to frame immigration as a threat to Canadian welfare and youth prospects.
annetoronto5474
Feb 11, 2026
My country has gone to the dark side. I hope temporarily.
My country has gone to the dark side. I hope temporarily.
Expresses concern about national direction deteriorating, with hope for temporary nature of the crisis.
@franlopresti10
Mar 4, 2025
Canada has fallen to Ghetto garbage.
Canada has fallen to Ghetto garbage.
Expresses alarmist sentiment about Canada's decline, using dehumanizing language to characterize the country as degraded by immigration.
DemonicVodNic
Jan 27, 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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