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
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
It is about time we take care of this issue. Our city is flooded by these students to be exact from India.
It is about time we take care of this issue. Our city is flooded by these students to be exact from India.
Expresses demographic anxiety about cities being 'flooded' by international students, particularly from India.
aidates358
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
Women like the ones being questioned will do your country more harm than any economic meltdown or rogue nation's nuclear weapons program.
Women like the ones being questioned will do your country more harm than any economic meltdown or rogue nation's nuclear weapons program.
Expresses threat perception toward women immigrants, characterizing them as more dangerous than existential threats to the nation.
billytessio6326
Sep 30, 2025
We even do here honor killing!!!!
We even do here honor killing!!!!
Alarming claim about honor killings in Canada, expressing security and cultural threat concerns.
nasreenzahida8132
Oct 1, 2025
Sadly the plan for Russia ?? and China ?? it’s going well , Division among America's allies , Dividing America's allies and igniting hatred between them is what America's and Europe's enemies, China, Russia and …
Sadly the plan for Russia ?? and China ?? it’s going well , Division among America's allies , Dividing America's allies and igniting hatred between them is what America's and Europe's enemies, China, Russia and North Korea, want. This is exactly what they want to eliminate America, which is America's isolation from its allies, Canada and Europe, for the success of the plan of China, Russia and North Korea, America is in danger, gentlemen. Making its allies like Canada and Europe abandon it will push America to confront Iran, China, Russia and North Korea alone. This is a hellish plan by China, Russia, Iran and North Korea. America is finished. Trump is a businessman, not a politician. We want to unite America's allies, not divide them. Trump will lead us Americans to hell.???????????????
Expresses alarm about geopolitical consequences of US-Canada division and threats from adversaries.
@AlexenderBob-n7u
Mar 4, 2025
so sad what this city has become, absolute joke
so sad what this city has become, absolute joke
Expresses anxiety and negative sentiment about urban decline, implicitly linking it to immigration without explicit detail.
Fear / Threat
0.80
jcm7624
Sep 30, 2025
Why are they not telling the whole list of countries but just said, "India is the 1st in that list?!? Islamists are crawIing into our Western developed civilized Christian countries like a covid was spreading …
Why are they not telling the whole list of countries but just said, "India is the 1st in that list?!?
Islamists are crawIing into our Western developed civilized Christian countries like a covid was spreading around, but no one says or does anything to prevent that!!!!!
Questions government transparency while expressing alarmist concerns about Islamic immigration as a spreading threat to Western Christian identity.
fashiondesigner4121
Sep 30, 2025
Surprised .......................I am not ...........one only gets what one accepts in this life . Please wake up Canada before it is too late
Surprised .......................I am not ...........one only gets what one accepts in this life . Please wake up Canada before it is too late
Expresses demographic anxiety and urgency ('before it is too late'), implying existential threat requiring action.
AlexMcQueen-ce9tz
Sep 29, 2025
A plague of filth sponsored by the liberals
A plague of filth sponsored by the liberals
Uses inflammatory language ('plague of filth') to express existential threat and frames immigration as a government-sponsored danger.
robertelder4279
Sep 28, 2025
its a shit hole this country know
its a shit hole this country know
Expresses negative sentiment about Canada as a country, framing it as deteriorated or undesirable, suggesting demographic or social decline.
Mike-f3f3y
Sep 23, 2025
We may live in the same world but if the majority wont hire or house the minority it's war. Fucking war or not war, Pick which you people want.
We may live in the same world but if the majority wont hire or house the minority it's war. Fucking war or not war, Pick which you people want.
Expresses alarm about systemic discrimination and escalates to threatening language ('war'), framing the situation as an existential conflict.
Streetsvillainy
Sep 29, 2025
Government literally allowing India to take over. Unbelievable
Government literally allowing India to take over. Unbelievable
Expresses alarm about government allowing 'takeover' by India, a vague threat-based claim without specifics.
900hpmustang9
Sep 19, 2025
Same here in Niagara falls ..i strongly dislike them!
Same here in Niagara falls ..i strongly dislike them!
Expresses strong dislike for a demographic group in another Canadian city, indicating localized demographic anxiety.
Fear / Threat
0.80
cameliastirbat6410
Sep 19, 2025
Canada looks like a fking mid east hell hole
Canada looks like a fking mid east hell hole
Expresses alarm about Canada's demographic/cultural transformation using inflammatory language.
codyroberts4511
Sep 11, 2025
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? …
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? See why Britain is having a protest today Sept 13 2025 for example. Also every town and city it feels like is getting a tent city. Small towns are becoming unsafe. It's sick.
Expresses demographic anxiety and safety concerns about tent cities and urban decline, framed through comparative reference to Britain and hypothetical emigration.
jakegigolo
Sep 14, 2025
In Canada, We now has filthy disgusting public bathrooms, thanks to Immigrants
In Canada, We now has filthy disgusting public bathrooms, thanks to Immigrants
Attributes urban decay (filthy bathrooms) to immigrants using inflammatory language, expressing anxiety about social decline.
LisePelletier-b4o
Sep 13, 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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