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
Only God can help Canada when it allowed such an influx from India!
Only God can help Canada when it allowed such an influx from India!
Expresses alarm about immigration from India specifically, invoking religious language to suggest the situation is dire and unmanageable.
Zmatoriii
Oct 8, 2025
I hope England close the door to Canada Indians..
I hope England close the door to Canada Indians..
Expresses desire to exclude Canadians of Indian origin from England, framing them as a threat warranting border closure.
sean-hg3dp
Oct 8, 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
Don't worry guys. There's still 1.4billion of them that can come over from India.
Don't worry guys. There's still 1.4billion of them that can come over from India.
Expresses demographic anxiety by citing India's population as a threat of unlimited future immigration.
jeffrey0971
Oct 5, 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
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
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
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
Indiastan will be the country that is the end of Canada.
Indiastan will be the country that is the end of Canada.
Expresses existential threat narrative framing a specific ethnic group as an apocalyptic danger to Canada.
comment26
Sep 28, 2025
Mr tibet on the beach after he turns canada in a hell hole but dont blame him he done it legally blame the government
Mr tibet on the beach after he turns canada in a hell hole but dont blame him he done it legally blame the government
Expresses apocalyptic concern about an immigrant transforming Canada into a 'hell hole,' blaming government policy while acknowledging legal immigration.
donnettporter1386
Sep 27, 2025
The problem is, if the immigrants keep coming in, it would change canada so much that it ceases to be a liberal democratic country that values people's rights; it's easy enough for immigrants to "roll …
The problem is, if the immigrants keep coming in, it would change canada so much that it ceases to be a liberal democratic country that values people's rights; it's easy enough for immigrants to "roll back" their beliefs to a previous version, if even one or two charismatic new immigrants start fomenting those beliefs. The very thing could undermine itself, so there should be tighter bordres. The people who've been there since 1979 don't have to leave.
Expresses concern that immigration could undermine liberal democracy and individual rights through cultural/ideological change, advocating for stricter borders.
Usammityduzntafraidofanythin
Sep 27, 2025
Brampton needs the Racoon City treatment
Brampton needs the Racoon City treatment
References Resident Evil's fictional zombie apocalypse city as metaphor for urban decay, expressing alarmist threat perception of a specific location.
Fear / Threat
0.80
mchan60
Sep 21, 2025
Europe is on the brink of cultural collapse and sadly Canada is working from that same play book. For the record, it is possible to have a multi racial society. It is not possible to …
Europe is on the brink of cultural collapse and sadly Canada is working from that same play book. For the record, it is possible to have a multi racial society. It is not possible to have a multi cultural society. Where have different ways of life coexisted in peace? No where and look to Europe now and Canada on a few years for proof.
Expresses alarm about cultural collapse and uses Europe as a cautionary example, framing multiculturalism as inherently problematic and dangerous.
malcolmchevrier6866
Sep 26, 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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Discourse Quality (Perspective API)