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
Search & Filter
Fear / Threat
3,873 comments
Trump just took the entire world two steps closer to a war, thanks a lot
Trump just took the entire world two steps closer to a war, thanks a lot
Expresses alarm about Trump escalating global conflict risk, framing it as a threat to world stability.
@Szyq003
Mar 4, 2025
Brampton is garbage now because of this.
Brampton is garbage now because of this.
Expresses concern about deterioration of a specific place attributed to immigration, combining demographic anxiety with place-based identity.
fauna3989
Oct 17, 2025
20 YEARS AGO I WENT TO CARIBANA FROM NYC MET A GIRL IN TORONTO AND WENT TO BRAMPTON SO PEACEFUL AND NICE ! WHAT THE FUCK HAPPEN ?
20 YEARS AGO I WENT TO CARIBANA FROM NYC MET A GIRL IN TORONTO AND WENT TO BRAMPTON SO PEACEFUL AND NICE ! WHAT THE FUCK HAPPEN ?
Contrasts a positive past memory of a place with present deterioration, expressing shock and concern about dramatic change attributed to immigration.
drkimoni5011
Oct 17, 2025
After surviving every downturn, terrorism, world wars. \nIt turns out one man has the power to destroy the USA. \nTrump has to go.
After surviving every downturn, terrorism, world wars. \nIt turns out one man has the power to destroy the USA. \nTrump has to go.
Expresses existential threat ('destroy the USA') and calls for political action against Trump, framed as urgent danger.
@colincameron6263
Mar 4, 2025
There’s now an Indian student at my very rural school. We live in an extremely white area (with a few Asians, but not many at all). Personally, it just puts into perspective how much things …
There’s now an Indian student at my very rural school. We live in an extremely white area (with a few Asians, but not many at all). Personally, it just puts into perspective how much things are changing, in a bad way.
Expresses demographic anxiety about changing racial composition of the commenter's community, framed as negative change.
cotwbros
Oct 9, 2025
They must be stopped to dominate. Dont leave your beautiful city for new comers please!
They must be stopped to dominate. Dont leave your beautiful city for new comers please!
Expresses demographic anxiety about newcomers 'dominating' and displacing established residents, framed as a threat to the city.
abdiazizhashi451
Oct 15, 2025
This is what I tell people it could be worse they could be muslims just look at Europe.
This is what I tell people it could be worse they could be muslims just look at Europe.
Expresses demographic anxiety by comparing Canada unfavorably to Europe and invoking religious threat narratives.
ChattGPts
Feb 13, 2026
Not everyone from Punjab is bad but surely khalistan agenda people are not the right ones And also I really don't feel happy about how canada is letting people in who are not good at …
Not everyone from Punjab is bad but surely khalistan agenda people are not the right ones
And also I really don't feel happy about how canada is letting people in who are not good at basic things too
Your rules look compromised hence you are spoiling your country
It's going to be very soon when your country is going to turn into a Pakistani vassal just like UK
Because khalistan and Pakistan are linked
Edit: I'm from Bharat aka india
Expresses security concerns about specific immigrant groups, predicts national decline, and asserts Indian identity while criticizing immigration policy.
luckybharadwaj
Feb 12, 2026
this is one case where i think nuclear weaponry is needed to make canada canadian again
this is one case where i think nuclear weaponry is needed to make canada canadian again
Expresses extreme threat perception ('nuclear weaponry needed') and frames immigration as an existential threat to Canadian identity.
truecanadian-y8f
Oct 14, 2025
It’s so upsetting they have destroyed Canada in uk you can’t move to house where the Indians lived the properties smell of strong herbs cooking oil and some strong shit that they burn
It’s so upsetting they have destroyed Canada in uk you can’t move to house where the Indians lived the properties smell of strong herbs cooking oil and some strong shit that they burn
Expresses alarm about cultural and demographic change, using negative stereotypes about Indian immigrants to convey anxiety about Canada's transformation.
princeelly9155
Feb 11, 2026
15 years from now every city will be like this Canada
15 years from now every city will be like this Canada
Expresses demographic anxiety and predicts a dystopian future where cities will resemble the current situation shown in the video.
Fear / Threat
0.85
jamesdillon2016
Oct 12, 2025
it scares me to think our already fucked up health care is gonna hve these guys as rn's ....jesus fucking christ
it scares me to think our already fucked up health care is gonna hve these guys as rn's ....jesus fucking christ
Expresses anxiety about healthcare quality and immigrant nurses without evidence, combining demographic concern with unsubstantiated worry.
ronburg6914
Oct 23, 2025
so where are the current invaders coming from? who is behind it and why? Does Walmart need more customers and employees ? Do the police need more customers ? Does Chair mayor Chow need another …
so where are the current invaders coming from? who is behind it and why? Does Walmart need more customers and employees ? Do the police need more customers ? Does Chair mayor Chow need another excuse to raise taxes ? In the name of safety and the socialist/communist New World Order.
Frames immigration as an 'invasion' orchestrated by unnamed actors for corporate/political gain, expressing demographic and ideological anxiety without evidence.
JohnSmith-xd6iv
Jun 17, 2025
North America is done😮
North America is done😮
Brief expression of existential concern about North America's future, conveying demographic or civilizational anxiety.
Fear / Threat
0.85
CanUguessMyname
Oct 11, 2025
There is no more Canada soon. It will run by Indians in the near future. Liberal party has fcked Canada.
There is no more Canada soon. It will run by Indians in the near future. Liberal party has fcked Canada.
Expresses demographic anxiety and existential threat ('no more Canada', 'run by Indians'), combined with blame toward the Liberal party.
GreenKey-j6d
Oct 10, 2025
BAD BAD NEWS too too many Indians in vCanada
BAD BAD NEWS too too many Indians in vCanada
Expresses demographic anxiety about Indian immigration levels framed as a threat ('BAD BAD NEWS'), combined with ethnic identity framing.
sammakorn254
Oct 7, 2025
Threats threats threats from all these foreigners threats we do respond to threats in the United States y'all need to know that
Threats threats threats from all these foreigners threats we do respond to threats in the United States y'all need to know that
Expresses security anxiety about foreigners as threats, with nationalist framing about US response.
@adescorner
Mar 4, 2025
I was at the Post office, Tim Hortons, Bus stop, either 5 Indians playing on their phones with more than 20 people in line, or they just open the back door and let everybody ride …
I was at the Post office, Tim Hortons, Bus stop, either 5 Indians playing on their phones with more than 20 people in line, or they just open the back door and let everybody ride the bus for free.
These people are Comunist without authority, which is another way of saying shthole, it wouldn't be so bad if there wasn't welfare program in Canada, but there is. It is a bottomless pit of social benefits ALMOST as bad as free healthcare for 10 million people with Diabetes.
Combines anecdotal observation with alarmist language about welfare dependency, framing immigration as a systemic threat to Canada.
hotmodelinbikini
Oct 5, 2025
Too many indiannns in Europe toooo
Too many indiannns in Europe toooo
Expresses demographic anxiety about Indian immigration to Europe, framed as an excessive threat.
amannisaoigur
Feb 27, 2026
They have turned Canada into slums
They have turned Canada into slums
Expresses alarmist concern about Canada's deterioration into 'slums,' framing immigration as a threat to national character.
OliverJames-i6d
Oct 8, 2025
Compare Videos
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)