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
Is anyone else worried that they’ve now infiltrated our entire transportation network, planes, trains and automobiles, we can’t be this dumb as Canadians to allow this! Something has to be done!!!!
Is anyone else worried that they’ve now infiltrated our entire transportation network, planes, trains and automobiles, we can’t be this dumb as Canadians to allow this! Something has to be done!!!!
Expresses security anxiety about infiltration of transportation networks with unsubstantiated claims and alarmist language.
shannonpettigrew7743
Aug 26, 2025
The west is being taken over by Muslims . Wake the fuk up people . Take your country back !!!
The west is being taken over by Muslims . Wake the fuk up people . Take your country back !!!
Expresses demographic anxiety about Muslim takeover and urges action based on alarmist framing.
elliotto7865
Jan 27, 2026
In future Indian will attack Canadian for eating beef and force them to eat cow dung
In future Indian will attack Canadian for eating beef and force them to eat cow dung
Expresses alarmist, speculative fear about future religious/cultural conflict with Indian immigrants, combining threat narrative with fabricated scenario.
MuhammadRahman-w5q
Feb 8, 2026
Sssh! It's a secret. Don't tell anyone.. 😂 Indians may lack civic sense. Why don't you look at the Mueslim only towns and cities? They are worse. They want to take over your country and …
Sssh! It's a secret. Don't tell anyone.. 😂 Indians may lack civic sense. Why don't you look at the Mueslim only towns and cities? They are worse. They want to take over your country and install sharia law and justice
Expresses alarmist concerns about Muslim communities taking over and installing sharia law, mixing stereotypes with conspiracy-like framing.
nachsn2213
Feb 16, 2026
Import the third world, become the third world.
Import the third world, become the third world.
Expresses demographic anxiety and threat perception, implying mass immigration will cause national decline through comparative framing.
SniffinJoeBiden
Jan 27, 2026
They bring us all kind of decease, epidémies of all sort and we pay our doctors for them.our medical system is broke down because we have to many immigrants.they don't speak our language, they don't …
They bring us all kind of decease, epidémies of all sort and we pay our doctors for them.our medical system is broke down because we have to many immigrants.they don't speak our language, they don't have the same hygiene, not the same culture ,enough is enough it's even already too much
,
Expresses health/disease anxiety and systemic collapse fears attributed to immigrants, with unverified claims about disease transmission and cultural incompatibility.
Helene-xf6qk
Nov 25, 2025
We need to nuke Brampton
We need to nuke Brampton
Extreme hyperbolic statement expressing severe hostility toward a city with high Indian immigration, using violent rhetoric as proxy for demographic anxiety.
joshuaquiel9085
Jan 27, 2026
A quaint speech won't stop Trump from escalating the tariffs. Once the tariffs have been maxed out, all that's left to do is to order the American tanks to roll over the Canadian border. Germany …
A quaint speech won't stop Trump from escalating the tariffs. Once the tariffs have been maxed out, all that's left to do is to order the American tanks to roll over the Canadian border. Germany did the same with Austria 3 days. Trump über alles.
Expresses escalating security and military threat concerns about Trump's actions, with a historical comparison to Nazi Germany.
@MM22272
Mar 4, 2025
When you beat someone make sure you leave no witnesses!
When you beat someone make sure you leave no witnesses!
Cryptic statement suggesting violence or harm, expressing threat or danger in response to immigration context.
Fear / Threat
0.88
agarcia4680
Aug 25, 2025
It's a race to see whether Canada becomes ruled by Indians or the Chinese.
It's a race to see whether Canada becomes ruled by Indians or the Chinese.
The comment expresses demographic anxiety framed as a competitive 'race,' suggesting threat from specific ethnic groups taking over Canada.
kjcaseii12345
Jan 27, 2026
Indians are still way better than radical islamists and africans who have zombified Europe!
Indians are still way better than radical islamists and africans who have zombified Europe!
Expresses demographic anxiety about non-Western immigrants and Muslims, comparing groups as threats while ranking them hierarchically.
wildkong2986
Feb 15, 2026
there's far too many people saying this is ok. Canada is destined to be india in a generation or two.
there's far too many people saying this is ok. Canada is destined to be india in a generation or two.
Expresses demographic replacement anxiety, claiming Canada will become 'India' due to immigration levels.
kushhtime420
Jan 28, 2026
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and …
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and litter everywhere they go. Let alone the amount of people driving the WRONG WAY on roads and in traffic cycles and this is including transport trucks! Companies only hiring Indians to get a tax cut. It’s a great time - come on by!
User makes sweeping negative generalizations about immigrants' behavior, safety concerns, and alleged discriminatory hiring, combining threat rhetoric with unverified claims.
theguywiththeface3338
Jan 28, 2026
They want to be replaced. Pathetic self hate
They want to be replaced. Pathetic self hate
Expresses demographic anxiety and existential threat framed as self-destructive behavior.
THECHIEF-1981
Feb 12, 2026
az kaldı hintliler yakında sizi ülkenizden sürecekler.
az kaldı hintliler yakında sizi ülkenizden sürecekler.
Turkish-language comment expressing demographic anxiety and threat narrative about Indians displacing native populations.
serdarseyhan5779
Feb 12, 2026
I see them and I feel puking.... Germany is so full of them too, is a plague.....
I see them and I feel puking.... Germany is so full of them too, is a plague.....
Expression of visceral disgust and plague metaphor describing immigrants, with comparative reference to Germany.
Franz_Messerschmitt
Jan 27, 2026
Time to move to Thailand world class nature, food, and healthcare ALL affordable! Canada and USA will soon be 3rd world from this needless destruction of our economies…
Time to move to Thailand world class nature, food, and healthcare ALL affordable! Canada and USA will soon be 3rd world from this needless destruction of our economies…
Expresses anxiety about economic decline and societal collapse while comparing Canada/USA unfavorably to Thailand.
@lizajane1878
Mar 4, 2025
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing …
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing this happens. We had maybe 5 recent acquisitions of Indian people setting up and ruining successful gas stations and pop up smoke shops in my town allowing minors to freely browse and buy products. They keep to themselves because the people around here understand their predatory ways of selling and how gross they naturally are. I'm disappointed and I don't like them. I accept humans but I don't accept someone who can't wash their hands nor maintain a clean image morally and professionally. I know for certainty that they are illegally here buying properties which are very hard for us locals to even get our hands on. Something needs to be done and people need to be aware.
Personal account mixed with unsubstantiated stereotypes about Indian immigrants (predatory behavior, illegal property purchases, hygiene claims) and expressions of infuriation and demographic anxiety.
auti_yt
Jan 27, 2026
Weaponized immigration ... Canadian Government trying to destroying Canada from the inside.
Weaponized immigration ... Canadian Government trying to destroying Canada from the inside.
Expresses alarmist concern that immigration is being weaponized to destroy Canada from within, framing it as an existential threat.
Davesgreatideas
Sep 20, 2025
Soon you won’t be travelling anywhere. At all
Soon you won’t be travelling anywhere. At all
Expresses alarmist prediction about future travel restrictions and loss of freedom.
Fear / Threat
0.88
leebarker7700
Dec 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)
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14-category DH taxonomy
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