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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Identity Assertion
5,512 comments
no we are not against immigrants. Just those with improper hygiene, difficult accents, no comprehension of manners, strong sense of entitlement, cuisine that allows them to reek on public transit, no clue about preserving natural …
no we are not against immigrants. Just those with improper hygiene, difficult accents, no comprehension of manners, strong sense of entitlement, cuisine that allows them to reek on public transit, no clue about preserving natural resources and my favourite, defecating on beaches then having the audacity to lie about it and blame local dogs! They are actually cleaner than this uncouth demographic. 😮
Uses stereotypical claims about immigrant behavior to assert in-group identity while presenting unverified generalizations as fact.
nathalieconnor5803
Aug 26, 2025
😂 This has been happening for decades. 15 years ago 60-70 year olds would call Brampton brown town and tell me how white people are stared down. 😂 Bleeding hearts caused this enjoy the downfall …
😂 This has been happening for decades. 15 years ago 60-70 year olds would call Brampton brown town and tell me how white people are stared down.
😂
Bleeding hearts caused this enjoy the downfall of a once nice country.
Uses demographic change framing with racial undertones ('brown town'), expressing anxiety about national decline and cultural displacement.
GG_Technologys
Aug 27, 2025
We have been surviving without India and will do so, because Indians have come to this country and disrespected our norms, our culture and our way of life. People are tired and will no longer …
We have been surviving without India and will do so, because Indians have come to this country and disrespected our norms, our culture and our way of life. People are tired and will no longer put up with it.
Claims specific ethnic group disrespects Canadian norms and culture, framing as threat to national identity and way of life.
Godsgraceish
Aug 27, 2025
Man I agree with you why they try to change our language. They should go back to their country
Man I agree with you why they try to change our language. They should go back to their country
Expresses us-vs-them framing about language preservation and national belonging, with implicit call for immigrants to leave.
MickeyBergeron
Aug 26, 2025
I agree with you lady. I am not racist neither but I am fed up that some nation come here and try to make their country, We Canadian born here and our parent grand parents …
I agree with you lady. I am not racist neither but I am fed up that some nation come here and try to make their country, We Canadian born here and our parent grand parents born here and they are the one that built this country and some of these immigrants are trying to destroy US and OUR COUNTRY, If you come here it is fine but leave according our rules and our freedom us Canadian with respect, Let s wake up Born here French Canadian bilingual I have been working for my country 50 years and cannot ge unemployment......the F.......system is fuck up Let s save our Country. God Bless us Canadian and Canada
Extended assertion of Canadian-born identity and heritage, framing immigrants as threats to national culture and values while criticizing policy.
MickeyBergeron
Aug 26, 2025
White christian should lead by example and say Fuck jesus and the bible and follow the Native culture and religion . Lets start by this then we can ask not white immigrant to do the …
White christian should lead by example and say Fuck jesus and the bible and follow the Native culture and religion .
Lets start by this then we can ask not white immigrant to do the same
Uses identity-based framing (White Christian vs. Native) to argue for cultural/religious change, with an implicit us-vs-them structure about who should lead.
omarshenneb4337
Aug 26, 2025
Why they don’t stay in India
Why they don’t stay in India
Questions why immigrants from India don't remain in their country of origin, implying they don't belong in Canada.
bennieparker4143
Aug 26, 2025
Indian majority
Indian majority
Brief assertion of demographic change framed as a threat to national composition and identity.
sothilingamnagalingam5416
Aug 26, 2025
Why are they worshipping canadian river or lake...it is not Ganga or Yamuna river...that is funny and embarrassing...educated idiots...i am a punjabi immigrant but that is idiotic..it should not be allowed and they should be …
Why are they worshipping canadian river or lake...it is not Ganga or Yamuna river...that is funny and embarrassing...educated idiots...i am a punjabi immigrant but that is idiotic..it should not be allowed and they should be fined for doing that..but oh wait it is against Canadian values where criminals can come to your home and victim gets charged for protecting his/her family
Asserts identity as Punjabi immigrant while criticizing other immigrants' cultural practices and framing it as incompatible with Canadian values; includes personal positioning.
gagandeepsinghsandhu8499
Aug 26, 2025
Those bad immigrants should go back to their own country and let those good law abiding immigrants stay and adapt
Those bad immigrants should go back to their own country and let those good law abiding immigrants stay and adapt
Distinguishes between 'bad' and 'good' immigrants based on assimilation and law-abiding status, establishing us-vs-them framing around immigrant categorization.
Milky-Space06
Aug 26, 2025
“Canada cannot survive with India” for sure buddy we were doing just fine dirtbag
“Canada cannot survive with India” for sure buddy we were doing just fine dirtbag
Asserts Canadian identity and past national stability, contrasting with a perceived threat from India/Indian immigration.
BootLip
Aug 26, 2025
Very Easy: To many immigrants and they dont want to integrate but convert it into the image of the land they left behind. They are many that are nice but there are many that are …
Very Easy: To many immigrants and they dont want to integrate but convert it into the image of the land they left behind. They are many that are nice but there are many that are insulting and emboldened to be just arrogant… and insulting.. Close the Borders..
Emphasizes cultural non-integration and us-vs-them framing ('convert it into the image of the land they left behind') with calls to close borders.
DalitisHebrewnotHindu
Aug 26, 2025
Muslim Canada ....you deserve the bullshit
Muslim Canada ....you deserve the bullshit
Frames Canada as becoming 'Muslim Canada' and wishes negative consequences, asserting religious/cultural identity boundaries.
auggievu2972
Aug 25, 2025
I don't want them to adapt. I want them to go home. They have to go back. \\\\\\
I don't want them to adapt. I want them to go home. They have to go back. \\\\\\
Rejects immigrant integration and demands deportation, asserting exclusionary national identity boundaries.
chrishails4263
Aug 25, 2025
They bring their country's political problems and make Canada their battle ground. If you want to fight for a separate state in your old country stay there and fight.
They bring their country's political problems and make Canada their battle ground. If you want to fight for a separate state in your old country stay there and fight.
Frames immigrants as outsiders bringing foreign political conflicts, asserting Canadian identity boundaries and us-vs-them framing.
indragurung9946
Aug 25, 2025
immigrants??? there are Indian please be more precise, Latins are not like that
immigrants??? there are Indian please be more precise, Latins are not like that
Asserts ethnic/national distinctions, claiming Indians and Latins are different groups with different characteristics.
Identity Assertion
0.80
lechat1828
Aug 25, 2025
Immigrants talking about immigrants 😂 native American and native Canadians deserve ti be in there. All immigrants go bavk especially Europeans
Immigrants talking about immigrants 😂 native American and native Canadians deserve ti be in there. All immigrants go bavk especially Europeans
Asserts native peoples' primacy and frames all immigrants as outsiders who should leave, with identity-based framing.
Freethinking697
Aug 25, 2025
The ignorance of allowed people from certain demographics has only fustrated most Canadians. Because they have no interest or intentions of assimilating to Western culture . If anything, they will cause the same grief as …
The ignorance of allowed people from certain demographics has only fustrated most Canadians. Because they have no interest or intentions of assimilating to Western culture . If anything, they will cause the same grief as European nations are suffering from their demographic trying to colonize and bringing their own conflicting beliefs and behavior.
Frames immigrants as incompatible with 'Western culture,' asserts cultural threat, and makes unsubstantiated claims about assimilation and European problems.
michaelurban1937
Jun 20, 2025
Look at Surrey and Brampton Do they look like Canada
Look at Surrey and Brampton Do they look like Canada
Questions whether immigrant-populated cities still represent Canada, implying loss of national identity and cultural displacement.
Arander-c8e
Aug 25, 2025
Pakis did this to themselves, they are at fault for how Canada is. 💯🥱
Pakis did this to themselves, they are at fault for how Canada is. 💯🥱
Makes a sweeping ethnic blame attribution without evidence, using derogatory language to assert in-group/out-group boundaries.
jamesking1495
Aug 25, 2025
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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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Discourse Quality (Perspective API)