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
You should come to Chatham-Kent and see the amount of immigrants that have come in that past 2-3 years. It's insane.
You should come to Chatham-Kent and see the amount of immigrants that have come in that past 2-3 years. It's insane.
Expresses alarm about rapid immigration influx in another Canadian city, using 'insane' to convey demographic anxiety.
guycipher
Oct 20, 2025
Better than becoming a little Somalia.
Better than becoming a little Somalia.
Expresses demographic anxiety by comparing Canada's future to Somalia, implying negative consequences of immigration.
jdbrady1977
Oct 16, 2025
Fuck this place! Canada not Candia! Deodorant or deport!
Fuck this place! Canada not Candia! Deodorant or deport!
Expresses frustration with cultural change and implicitly calls for deportation, combining xenophobic sentiment with a demand for action.
gregszepietowski9534
Oct 9, 2025
BRAMPTON IS THE MOST RACIST TOWN IN CANADA!!!
BRAMPTON IS THE MOST RACIST TOWN IN CANADA!!!
Asserts that a specific town is racist, expressing concern about racial/ethnic tensions and community conflict.
andrewhenneberry12
Oct 7, 2025
that fucking smell......i got indian fatigue already by watching this video
that fucking smell......i got indian fatigue already by watching this video
Expresses xenophobic sentiment using dehumanizing language and claims fatigue from exposure to a specific ethnic group, indicating demographic anxiety.
lizzardlivesmatters
Oct 14, 2025
thanks to them , do it as best as possible to destroy this country
thanks to them , do it as best as possible to destroy this country
Frames immigrants as destructive threat to the country with implied call for action against them.
mostafasamiepour
Oct 12, 2025
People dont realize that Brampton has a serious crime probkem!!!! Violence , robbery, major car theft and carjacking rings!! Its nuts!
People dont realize that Brampton has a serious crime probkem!!!! Violence , robbery, major car theft and carjacking rings!! Its nuts!
Expresses security and crime concerns about Brampton with emphatic language, presenting unsubstantiated claims about crime rates linked to immigration.
markc.1816
Oct 11, 2025
Quiet invasion , keep assuming
Quiet invasion , keep assuming
Uses alarmist language ('quiet invasion') to express demographic anxiety and existential threat without specific evidence.
RubenTaveras-oe5dx
Oct 11, 2025
Hoping canada become india capital and usa become Third World
Hoping canada become india capital and usa become Third World
Expresses demographic anxiety about Canada becoming 'India capital' and the US becoming 'Third World,' framing immigration as an existential threat.
custacreator2557
Oct 9, 2025
Try Winnipeg!! Brutal! Love how they can ride motorcycles without helmets! Who pays the price for the head injuries?? THE FKN CANADIAN TAX PAYERS! Canada has gone to HELL! Time for this Canadian to move …
Try Winnipeg!! Brutal! Love how they can ride motorcycles without helmets! Who pays the price for the head injuries?? THE FKN CANADIAN TAX PAYERS! Canada has gone to HELL! Time for this Canadian to move to India, cant be any left over there!!
Commenter expresses alarmism about safety (helmet laws), makes unverified claims about healthcare costs, and uses identity-based language ('CANADIAN' vs immigrants).
RandyArsenault-y8h
Oct 2, 2025
Turning a church to temple, no wonder canada is on the way to ruins.
Turning a church to temple, no wonder canada is on the way to ruins.
Expresses alarm about religious/cultural change (church to temple) and predicts national decline, reflecting demographic anxiety.
Drummerboy619
Oct 4, 2025
boy ........... this is reverse colonialism ............. if you allow more immigration ............ you are doomed ............ if you dont ........ you are doomed anyway .......... because some of you are lazy and consume substances
boy ........... this is reverse colonialism ............. if you allow more immigration ............ you are doomed ............ if you dont ........ you are doomed anyway ..........
because some of you are lazy and consume substances
Expresses existential anxiety about immigration policy outcomes framed as a no-win scenario, with dismissive characterization of citizens.
shakuntalamishra-f8d
Oct 6, 2025
now they have another official language- their signs are going to be 3 meters long to accommodate all of their languages - adios canada
now they have another official language- their signs are going to be 3 meters long to accommodate all of their languages - adios canada
Expresses anxiety about linguistic and cultural change through hyperbolic imagery, suggesting demographic threat to national identity.
ricardoherman14
Oct 4, 2025
The khalistani Sikhs (not the good Sikhs like we have in India) are going to face a similar fate like the muslims in hell
The khalistani Sikhs (not the good Sikhs like we have in India) are going to face a similar fate like the muslims in hell
Expresses religious-based threat narrative predicting negative outcomes for a specific ethnic/religious group.
Truthofnaturealways
Oct 5, 2025
Guys like you try and spin, Indian immigration into this glorious thing shame on you it’s not glorious. You put in a few token white people to make your video relevant go down into Vancouver …
Guys like you try and spin, Indian immigration into this glorious thing shame on you it’s not glorious. You put in a few token white people to make your video relevant go down into Vancouver look at the gang activity from immigrants that have taken over entire cities. You’re an idiot dude
Expresses alarm about immigrant-driven gang activity and urban takeover, framing immigration as a threat to social order.
Chicken-l5n7b
Oct 2, 2025
If we can have Chinatown and Greektow, I'm fine with Indiatown so long as they are not NO-GO zones like the Muslims have in France.
If we can have Chinatown and Greektow, I'm fine with Indiatown so long as they are not NO-GO zones like the Muslims have in France.
Expresses conditional acceptance of ethnic enclaves while invoking fear of 'no-go zones' and Muslim threat comparisons.
Peace2tW-q1c
Oct 2, 2025
House must be cheap in India, all of them are effing here in Canada you can’t go anywhere without seeing hundreds of them, it suffocating.
House must be cheap in India, all of them are effing here in Canada you can’t go anywhere without seeing hundreds of them, it suffocating.
Expresses demographic anxiety and feeling overwhelmed ('suffocating') by visible presence of Indian immigrants.
aloud9738
Oct 2, 2025
This is so horrifying. Why do western people keep letting this happen to their countries?
This is so horrifying. Why do western people keep letting this happen to their countries?
Expresses alarm about immigration as a threat to Western countries, using alarmist language about loss of control.
upstar21t
Oct 2, 2025
India 2.0 and Canadians voted for this (Liberals).
India 2.0 and Canadians voted for this (Liberals).
Expresses demographic anxiety by comparing Canada to India and blaming voters for allowing this transformation, implying cultural replacement threat.
KingDong-v4u
Oct 3, 2025
Tired of these street sh!tters
Tired of these street sh!tters
Dehumanizing language expressing disgust and threat perception toward a group, combining xenophobic framing with fear-based rhetoric.
ZKCrypto77
Oct 2, 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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