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
Canada needs a Name change . Call it what it really has become . CANINDIA. You will see more white people in New Delhi , than you see in many parts of Canada . As …
Canada needs a Name change . Call it what it really has become . CANINDIA. You will see more white people in New Delhi , than you see in many parts of Canada . As soon as there are more people from India in Government than white people , Canada will be a Third World Nation.
Expresses demographic anxiety about Indian immigration replacing white Canadians, predicting national decline based on ethnic composition changes.
harveyparker-b8e
Sep 18, 2025
These angry people are proud to talk about being the biggest religion in a few years, and telling you that you can't do anything about it..... keep it up, then
These angry people are proud to talk about being the biggest religion in a few years, and telling you that you can't do anything about it..... keep it up, then
Expresses demographic anxiety about religious demographic shifts and frames it as an unstoppable threat ('you can't do anything about it').
lano2000
Sep 9, 2025
They can have it, the world. Why would anyone want to breed into this world anyway! If they want a hellhole, let them have it! Good luck, my soul won't be back!
They can have it, the world.
Why would anyone want to breed into this world anyway!
If they want a hellhole, let them have it!
Good luck, my soul won't be back!
Expresses apocalyptic worldview and demographic anxiety about the future, framed as existential threat.
DavidBrendanPaul
Sep 7, 2025
We are trapped in a crazy dystopian government. That is insane !
We are trapped in a crazy dystopian government. That is insane !
Expresses alarm about government as 'crazy dystopian' with existential concern.
Fear / Threat
0.85
@barbaratrenta
Mar 4, 2025
Needs to be 0 immigrants.
Needs to be 0 immigrants.
Expresses extreme demographic anxiety through a blanket rejection of all immigration, framed as an existential concern.
waynegatehouse3998
Feb 27, 2026
They are smart people who are good at business they are not dangerous so they are not a threat to safety but they will literally own the whole town Don’t start thinking about moving away …
They are smart people who are good at business they are not dangerous so they are not a threat to safety but they will literally own the whole town Don’t start thinking about moving away because that’s how they will buy your house and business and so on and then that’s it they have the town
Expresses demographic and economic anxiety about a group acquiring property and business ownership, framing it as an existential threat.
CaseyM-h2o
Jan 27, 2026
Immigrants know they can abuse the system as they should be forced back out of the country.
Immigrants know they can abuse the system as they should be forced back out of the country.
Expresses alarm about immigrants 'abusing the system' and calls for deportation, framing immigration as a threat requiring removal.
GTADriverGTA
Sep 10, 2025
They're living here now,after few years they claim Canada is theirs and even say they founded canada and all indigenous people were indians like they say here in the USA such a 💩jeet history manipulators. …
They're living here now,after few years they claim Canada is theirs and even say they founded canada and all indigenous people were indians like they say here in the USA such a 💩jeet history manipulators. Don't underestimate them save your lands from these punjabi invasion will they tolerate if we do the same there?
Expresses demographic anxiety about immigrant groups claiming ownership of Canada and frames immigration as an 'invasion,' combining threat rhetoric with identity-based framing.
emilyannagarrett196
Feb 8, 2026
"Its like home" Yes, because they made it that way. Fucking disgusting, coming to another country and turning it into your own shithole country
"Its like home" Yes, because they made it that way. Fucking disgusting, coming to another country and turning it into your own shithole country
Expresses alarm that immigrants are transforming Canada into their countries of origin, framed as cultural contamination and threat.
HeresMinx
Jan 27, 2026
I bet it's musty as hell !!!! They need to go back to *India
I bet it's musty as hell !!!! They need to go back to *India
Expresses xenophobic sentiment with dehumanizing language and calls for deportation, framing immigrants as a threat or unwelcome presence.
Holyghost-o3q7b
Feb 8, 2026
They’ve became an invasive species.. i hope it’s not too late for Canada
They’ve became an invasive species.. i hope it’s not too late for Canada
Uses dehumanizing language ('invasive species') and expresses existential concern about Canada's future.
DK321
Sep 4, 2025
Canada died on 9/11 like all the western countries.....your all just parasites feeding on the corpse....China bought us in 2008 and they are just killing us off to get the last few coins they can …
Canada died on 9/11 like all the western countries.....your all just parasites feeding on the corpse....China bought us in 2008 and they are just killing us off to get the last few coins they can before the flush.....it is sad
Expresses apocalyptic threat narrative ('Canada died'), conspiracy theory about China's control, and alarmist framing of national decline.
buckrogers7575
Aug 29, 2025
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I …
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I have never felt bad feelings toward any group of people, but that is changing by the day. The garbage on the ground and the filthy public restrooms are disgusting. The shoplifting is off the charts…I literally witnessed a group of black young women walk slowly out of a Winners store while the alarms blared and the staff just shrugged. Canadians cannot get jobs, the service has tanked in the last few years due to an entitled workforce with a bad attitude. wtf?
Expresses anxiety about immigrant privilege and societal decline through anecdotal observations, combined with unsubstantiated claims about immigrant behavior and resource distribution.
Katrn30
Aug 27, 2025
What do you expect. Were outnumbered in our own country. Canadian won't be the language. The Muslims are very mean. And Indians take all the jobs. And hate us.
What do you expect. Were outnumbered in our own country. Canadian won't be the language. The Muslims are very mean. And Indians take all the jobs. And hate us.
Expresses demographic replacement anxiety, stereotypes multiple ethnic groups, and makes unsubstantiated claims about job-taking and hostility.
JasonPhillips-g5w
Aug 29, 2025
Same problem in Australia, we dont want this invasion.
Same problem in Australia, we dont want this invasion.
Compares Canada to Australia while framing immigration as an 'invasion,' expressing demographic anxiety.
ClaytonRose-m5s
Jan 27, 2026
The Great Replacement. This is not Canada anymore, it is some mixed bag of extremists, and terrorists bringing violence and hate to our country.
The Great Replacement. This is not Canada anymore, it is some mixed bag of extremists, and terrorists bringing violence and hate to our country.
Invokes 'Great Replacement' conspiracy theory and makes unsubstantiated claims about extremists and terrorists while expressing existential threat.
NickLazar-i2f
Aug 30, 2025
It will get worse before it gets better. History shows that similar things happened to other countries. Government became corrupted, they pass policies that are insanity. Eventually the people of those countries rose up and …
It will get worse before it gets better. History shows that similar things happened to other countries. Government became corrupted, they pass policies that are insanity. Eventually the people of those countries rose up and overthrew that government by force. Carney, tread carefully. Because Canadians will soon replace despair with anger. And historically, Canadians during war time or backed into a corner, and left with no other option, are vicious.
Expresses apocalyptic warnings about government corruption and predicts violent uprising, framed as historical inevitability and implicit threat to leadership.
nomad_devv
Aug 27, 2025
Against Indians Invasion
Against Indians Invasion
Uses inflammatory language ('invasion') to frame immigration as a threat, combined with ethnic targeting of Indians.
Kevin-sq1fk
Aug 29, 2025
So sad for Canada Once a great country but now dead Hope they sort out this Indian invasion
So sad for Canada
Once a great country but now dead
Hope they sort out this Indian invasion
Expresses demographic anxiety using 'invasion' framing and nostalgia for a lost national identity.
kolmusic21
Feb 8, 2026
The damage is done. Canada as we knew it is gone. 😢
The damage is done. Canada as we knew it is gone. 😢
Expresses existential loss and demographic anxiety about national identity transformation.
Gremalan
Aug 30, 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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