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
I am an immigrant too. We lives in Ontario Canada for past 12 years. The amount of indian immigrants is unbearable. The enormous quantity of them let in to a country and culture gap from …
I am an immigrant too. We lives in Ontario Canada for past 12 years. The amount of indian immigrants is unbearable. The enormous quantity of them let in to a country and culture gap from the majority of Indian immigrants makes living in Ontario not pleasant anymore. Crime, scum, smell, filth and theft are synonymous of 90% of this community.
Immigrant sharing lived experience while expressing demographic anxiety and making sweeping negative generalizations about a specific ethnic community.
vic64583
Jan 27, 2026
Import the 3rd world, become the 3rd world.
Import the 3rd world, become the 3rd world.
Expresses demographic anxiety and decline narrative framing immigration as a threat to national status.
Guyle11
Jan 27, 2026
This is scary
This is scary
Brief expression of fear and anxiety about the current geopolitical situation.
Fear / Threat
0.92
@Cm-lp4mu
Mar 4, 2025
Limitless immigration and asylum is destroying canada
Limitless immigration and asylum is destroying canada
Expresses alarm about immigration as a destructive force to Canada without elaboration or evidence.
Fear / Threat
0.92
shaunmcloughlin2280
Sep 15, 2025
It's sad that Brampton used to be the number one place to live in Canada and now it's a shit hole. Just like the country these people came from, go back and clean up your …
It's sad that Brampton used to be the number one place to live in Canada and now it's a shit hole. Just like the country these people came from, go back and clean up your own country
Expresses nostalgia for a pre-immigration past and frames immigration as causing urban decline, with implicit blame toward immigrants.
lynk1331
Jan 28, 2026
Bro they are the WORST TRUCK DRIVERS! THE INDIANS ARABS AND AFRICANS ARE TERRIFYING TO DRIVE AROUND!
Bro they are the WORST TRUCK DRIVERS! THE INDIANS ARABS AND AFRICANS ARE TERRIFYING TO DRIVE AROUND!
Expresses safety concerns about specific ethnic groups as drivers, framing them as dangerous threats.
thahitman2
Jan 27, 2026
I'll be down there soon to burn it all to the ground around. I'm in the north currently. Every Indian I see gets asked for papers and if they don't have them they get fed …
I'll be down there soon to burn it all to the ground around. I'm in the north currently. Every Indian I see gets asked for papers and if they don't have them they get fed my boots
Threatens violence against Indians, expressing dangerous extremist sentiment and demographic threat perception.
I-HAVE-A-BOMB
Oct 1, 2025
The indians and Africans have brought pure chaos to the roads of every city in canada
The indians and Africans have brought pure chaos to the roads of every city in canada
Expresses alarm about immigrant groups causing 'chaos,' framing them as a threat to Canadian cities.
joeking7404
Jan 27, 2026
We should trap them all and send them all back to your dumb countries for good and black ball them forever with no possibility to come back here ;)
We should trap them all and send them all back to your dumb countries for good and black ball them forever with no possibility to come back here ;)
Expresses extreme hostility and calls for mass deportation, framed as a threat/danger to the nation, with dehumanizing language.
Cowabunga-Bangarang
Jan 27, 2026
I dont care if they are good people they need to deport these Indians before it too late and Canada turns into India. We dont want them in the US and if they come we …
I dont care if they are good people they need to deport these Indians before it too late and Canada turns into India. We dont want them in the US and if they come we will send them back to Canada.
Expresses demographic anxiety and threat perception about Indian immigrants, combined with false claims about US deportation policy and identity-based exclusion rhetoric.
highlife7899
Jan 28, 2026
All western nations are being invaded with the express purpose of making them minority white. This is a forced integration and invasion. Import the 3rd world become the 3rd world.
All western nations are being invaded with the express purpose of making them minority white. This is a forced integration and invasion. Import the 3rd world become the 3rd world.
Expresses demographic anxiety and conspiracy theory about intentional demographic replacement of white populations through immigration.
Emoneymoney68
Jan 28, 2026
The government was lying all along. The influx of these migrants are a net loss for Canadians. We don’t need 2.9 million to come change our society. It’s almost 8% of our total population. They …
The government was lying all along. The influx of these migrants are a net loss for Canadians. We don’t need 2.9 million to come change our society. It’s almost 8% of our total population. They are here to replace us, not to strengthen us.
Expresses demographic anxiety and replacement theory while making unsubstantiated claims about migrants being a 'net loss' and replacing Canadians.
MrMannyhw
Feb 18, 2026
Rip white nation. The invasion 🕉️🇮🇳
Rip white nation. The invasion 🕉️🇮🇳
Expresses demographic anxiety and existential threat using 'invasion' language and nationalist symbolism.
MrHousehusbandx
Jan 27, 2026
Why is it so wrong to say it would be a better place without blacks and browns out of our country
Why is it so wrong to say it would be a better place without blacks and browns out of our country
Explicitly advocates for racial exclusion using dehumanizing framing, expressing demographic anxiety and xenophobia.
KaidenHall247
Jan 27, 2026
here in my city in ontario canada.. we are just flooded with immigrants. im talking muslim and indian.. theres so many of them here buying up properties and houses and getting shiny new cars that …
here in my city in ontario canada.. we are just flooded with immigrants. im talking muslim and indian.. theres so many of them here buying up properties and houses and getting shiny new cars that it doesnt even feel like canada anymore. they get benefits from the government while other people born in this country have to suffer. hell i walked into a tim hortons and everyone working there is either muslim or indian. i walk into a grocery store and it feels so awkward because i feel like im in another country half the time with all the foreigners there..
Expresses demographic anxiety and cultural displacement concerns while citing economic grievances (property buying, benefits, jobs), framed through an us-vs-them identity lens.
zarrurer12
Jan 29, 2026
they literally are like pests, always claiming how proud indians they are. But why not stay in your country if you are proud of it. How they are getting in all countries is absolutely intolerable …
they literally are like pests, always claiming how proud indians they are. But why not stay in your country if you are proud of it. How they are getting in all countries is absolutely intolerable there must be a limit for them!
Characterizes Indian immigrants as 'pests' and expresses demographic anxiety about their presence, framed as an intolerable threat requiring limits.
gevishb410
Jan 27, 2026
Just wait until Second Sons & Dominion Society do what they've been planning. These things will soon learn they're not wanted in Canada.
Just wait until Second Sons & Dominion Society do what they've been planning.
These things will soon learn they're not wanted in Canada.
References extremist groups planning action and frames immigrants as unwanted threats to Canadian identity.
TheAntiCommieCrusader
Jan 27, 2026
I have seen a huge influx of 3rd world refugees everywhere past few months. It's really out of control! Imagine how much more polluted Canada is now with all these millions brought in by the …
I have seen a huge influx of 3rd world refugees everywhere past few months. It's really out of control! Imagine how much more polluted Canada is now with all these millions brought in by the lieberals- looks like they don't really care about Climate or environment afterall🤔
Expresses demographic anxiety and alarmism about refugee influx while making unsubstantiated claims linking immigration to environmental pollution.
squirrellvr79
Feb 17, 2026
Them dirty scammers are invading everywhere. The uk is a joke with how many they have let in
Them dirty scammers are invading everywhere. The uk is a joke with how many they have let in
Uses dehumanizing language ('dirty scammers'), expresses demographic anxiety about immigration levels, and frames immigrants as an invasive threat.
DonnyRP
Jan 27, 2026
Thank god trumps closing our borders this is disgusting and scary seeing what’s happened to Australia and Canada. Europe also wake up FAST!!!
Thank god trumps closing our borders this is disgusting and scary seeing what’s happened to Australia and Canada. Europe also wake up FAST!!!
Expresses alarm about immigration as dangerous and scary, with comparative references to Australia and Europe as cautionary examples.
natthaphonnobleTXRngr0108
Jan 28, 2026
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)