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
This is making me feel ill. I can’t stand what’s happening to Canada. Or should I say new, new deli
This is making me feel ill. I can’t stand what’s happening to Canada. Or should I say new, new deli
Expresses distress about immigration's impact on Canada and uses derogatory renaming ('new, new deli') to signal demographic anxiety and cultural displacement concerns.
lukezuccaro5441
Feb 15, 2026
Importing the turd world 😮
Importing the turd world 😮
Derogatory characterization of immigrants using offensive language and expressing demographic anxiety.
Martyr4Chr1st-v5s
Feb 16, 2026
US sucidal move as a nation has just begun
US sucidal move as a nation has just begun
Expresses alarm about the US as a nation engaging in self-destructive behavior, framing national policy as an existential threat.
Fear / Threat
0.85
@fajardwi3602
Mar 4, 2025
Silent invasion
Silent invasion
Uses loaded language ('silent invasion') to frame immigration as a covert threat to the nation, a common alarmist trope.
DriftCatfox
Feb 14, 2026
Those Khalistani terrorists will be eliminated if they try to set foot into India. They are funded by Pakistani ISI, China and are involved in drug trafficking, human trafficking, extortion, terrorism, and god knows what. …
Those Khalistani terrorists will be eliminated if they try to set foot into India. They are funded by Pakistani ISI, China and are involved in drug trafficking, human trafficking, extortion, terrorism, and god knows what. Throw them out of you country or they will get Khalistan in Canada.
Alarmist claims about Khalistani terrorists and threats to Canada, mixing unsubstantiated accusations with security anxiety.
amitabhchakravorti8728
Feb 14, 2026
Canada needs ICE and Mass deportation now!! If this goes on longer there will be a Civil war.😐✌️
Canada needs ICE and Mass deportation now!!
If this goes on longer there will be a Civil war.😐✌️
Calls for mass deportation while warning of civil war, expressing existential threat and demographic alarm.
vancouverviking4652
Feb 25, 2026
the end of the free world as we know it
the end of the free world as we know it
Expresses apocalyptic anxiety about global political consequences and existential threat.
Fear / Threat
0.85
@zo-moto
Mar 4, 2025
Ive said it if the worls had a vote we would probably want massgraves
Ive said it if the worls had a vote we would probably want massgraves
Expresses extreme alarmism and demographic anxiety through a hyperbolic, inflammatory statement about mass graves, combining fear-mongering with misinformation.
JessieStephaneDubuc-y8i
Feb 12, 2026
It is only a matter of time before Canadian rivers resemble the Ganges, with rubbish strewn everywhere.
It is only a matter of time before Canadian rivers resemble the Ganges, with rubbish strewn everywhere.
Alarmist prediction linking immigration to environmental degradation and cultural decline, using inflammatory stereotyping.
noahritch
Feb 11, 2026
It's not just Canada It's around the world. Councils and governments just let our towns be take over. I live in the country (Australia) and it's happening way out in nowhere. Won't be long before …
It's not just Canada
It's around the world.
Councils and governments just let our towns be take over.
I live in the country (Australia) and it's happening way out in nowhere. Won't be long before this is little India too
Expresses demographic anxiety about immigrant 'takeover' across multiple countries, framing it as a global threat to local communities.
t.deaks0017
Jan 27, 2026
It’s not just a problem unique to Canada. The situation in Japan is the same. Their sense of superiority and entitlement is unbelievably arrogant. They stay in our country illegally, work without authorization, throw trash …
It’s not just a problem unique to Canada. The situation in Japan is the same. Their sense of superiority and entitlement is unbelievably arrogant.
They stay in our country illegally, work without authorization, throw trash on the streets, and aggressively and inappropriately approach underage girls in school uniforms.
More and more cafes and shops in our country are refusing to accept Indians. They accuse us of racism, but we don’t care.
Indians really make our society tired and are creating prejudice themselves.
Presents sweeping negative stereotypes about Indian immigrants with unsubstantiated claims, expressing social anxiety and prejudice.
gusal87
Feb 5, 2026
EU pushing the great replacement march
EU pushing the great replacement march
Invokes the 'great replacement' conspiracy theory, expressing demographic anxiety and alarmism about immigration.
dionisiorodrigues118
Feb 11, 2026
Trump is 666 the mark of the beast ?
Trump is 666 the mark of the beast ?
Uses apocalyptic religious symbolism to express extreme threat perception of Trump.
Fear / Threat
0.85
@ervinalexander1734
Mar 4, 2025
Here in the U.S., we're screwed.?
Here in the U.S., we're screwed.?
Expresses anxiety about the U.S. situation while implicitly comparing it to Canada, framing the U.S. as in crisis.
@JanetBeebe-x8o
Mar 4, 2025
Trump is just trying to take over Canada without actually going to war
Trump is just trying to take over Canada without actually going to war
Expresses concern about Trump's territorial ambitions toward Canada as a threat.
Fear / Threat
0.85
@brumtownmiller6130
Mar 4, 2025
So we will going to witness another poop throwing festival in canada by Hinduism radical extremists as they similarly celebrated this festival in india??
So we will going to witness another poop throwing festival in canada by Hinduism radical extremists as they similarly celebrated this festival in india??
Expresses alarm about religious practices and implies extremism, combining demographic anxiety with unsubstantiated claims about immigrant behavior.
Jason-richard123
Feb 10, 2026
Why you're asking about this question in U k. Nasty wretched pigs re allover in Baytminghasm and manchester 😮
Why you're asking about this question in U k. Nasty wretched pigs re allover in Baytminghasm and manchester 😮
Expresses alarm about immigrant presence in UK cities using dehumanizing slurs and vague threat language.
sajeevankp2910
Feb 9, 2026
Nuke India rn
Nuke India rn
Expresses extreme threat/danger rhetoric with a violent call, though presented in hyperbolic/potentially satirical form.
hotpapperbe7754
Feb 5, 2026
tread carefully they breed like cockroaches
tread carefully they breed like cockroaches
Uses dehumanizing language and demographic alarmism to express fear about immigrant population growth.
AllieOnelo
Feb 7, 2026
So my sister visits a friend in Ontario, and boy she came back disgusted with the flock of indian gunk everywhere. There is the culture of littering, uncivilized living, staring, rampantly racism,.and know what? The …
So my sister visits a friend in Ontario, and boy she came back disgusted with the flock of indian gunk everywhere. There is the culture of littering, uncivilized living, staring, rampantly racism,.and know what? The gunk bags are so proud of being indians they none of them ever want to go back to the weedhole of the subcon. They will smooth talk you into any type of scam, sexually advance on kids when they think they can get away, and then go worship some rat house when cat.
The hecks wrong with u Canada.
Personal anecdote used to express demographic anxiety and make sweeping negative generalizations about Indian immigrants, including unverified criminal allegations.
Rugged-Boots
Feb 8, 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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