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
Being indian, I accept when somebody don't like immigrants. But I want to remind you'll be facing trouble with peaceful community than with people of dharmic religions because we believe in co existence & they …
Being indian, I accept when somebody don't like immigrants. But I want to remind you'll be facing trouble with peaceful community than with people of dharmic religions because we believe in co existence & they don't.
Asserts Indian identity and uses religious/cultural categorization (dharmic vs. non-dharmic religions) to frame differential integration claims.
NagendraKrishna
Oct 25, 2025
Thank you Canada for taking the trash out of every country
Thank you Canada for taking the trash out of every country
Uses dehumanizing language ('trash') to frame immigrants as unwanted outsiders, asserting a boundary between 'us' and 'them'.
blueballsbkueballs
Oct 21, 2025
The “students” who came in the past 5 years kinda ruined it for older South Asian immigrants and brown kids who were born in Canada.
The “students” who came in the past 5 years kinda ruined it for older South Asian immigrants and brown kids who were born in Canada.
Asserts in-group/out-group distinction between established South Asian immigrants and recent student arrivals, framing newer arrivals as damaging to community reputation.
supersaiyan2
Oct 17, 2025
The same is happening in the UK. Indians that have moved here in the last decade are not integrating. Just awful.
The same is happening in the UK. Indians that have moved here in the last decade are not integrating. Just awful.
Makes a claim about non-integration of a specific ethnic group, framing them as separate and problematic within a national context.
Maxbro0z
Oct 17, 2025
India always tops. shabash india
India always tops. shabash india
Asserts national pride in India and celebrates Indian achievement without direct immigration commentary.
Identity Assertion
0.80
cryanmac9283
Oct 15, 2025
Canada is my least favorite Indian country
Canada is my least favorite Indian country
Asserts personal identity/preference by claiming Canada is least favorite among Indian countries, using comparative framing.
James1974-i1q
Oct 15, 2025
they are not Indian they are khalistani .....who want to make a khailistan but in Canada 🤣🤣🤣🤣🤣🤣🤣
they are not Indian they are khalistani .....who want to make a khailistan but in Canada 🤣🤣🤣🤣🤣🤣🤣
Uses humor to assert a distinction between Indian and Khalistani identities, framing separatist ideology as a threat within Canada.
prosenjitbiswas-n1w
Oct 7, 2025
Canada is a majority left LGBT Liberal country, not surprised.
Canada is a majority left LGBT Liberal country, not surprised.
Characterizes Canada's political identity and expresses disapproval through partisan framing, asserting a claim about national character and values.
chickenchowman2692
Oct 7, 2025
Christians white people, a minority in Canada 😢😢😢😢😢😢
Christians white people, a minority in Canada 😢😢😢😢😢😢
Claims white Christians are now a minority in Canada with distressed emojis, expressing demographic anxiety and loss of majority status.
alonsolaw8380
Oct 14, 2025
Better to accept immigrants from India than Muslim radicals.
Better to accept immigrants from India than Muslim radicals.
Frames preference for Indian immigrants over Muslim immigrants, establishing in-group/out-group distinction based on religious identity.
vadimKomarov-x2v
Oct 12, 2025
Canadians voted for this cultural enrichment. Don't complain now.
Canadians voted for this cultural enrichment. Don't complain now.
Uses sarcastic framing ('cultural enrichment') to assert national identity concerns and critique voter choices.
elvis6244
Oct 10, 2025
As a Brit, my perception of Canada only ten years ago was of lumberjacks, pine forrests, maple syrup and generally just being a cleaner, more orderly version of America. Now when I think of Canada …
As a Brit, my perception of Canada only ten years ago was of lumberjacks, pine forrests, maple syrup and generally just being a cleaner, more orderly version of America. Now when I think of Canada I think of Sikhs and Hindus. Mindblowing how quickly things can change (if the powers that be facilitate it!)
Expresses demographic anxiety about rapid cultural change and shifts in national identity perception due to immigration.
sickofit1574
Oct 3, 2025
Yeh thanks Canada for flooding us with trash
Yeh thanks Canada for flooding us with trash
Dehumanizing characterization of immigrants as 'trash' combined with us-vs-them framing about national boundaries and belonging.
charlesbennett2506
Oct 15, 2025
0:27 you’ve always been a minority especially with that mentality. Swallow hard.
0:27 you’ve always been a minority especially with that mentality. Swallow hard.
Asserts minority status and critiques someone's mentality as incompatible with Canadian identity/belonging.
Identity Assertion
0.80
WBJohnGA
Oct 9, 2025
Whatever you do don't miscegenate with Indians. I'm 1/4 Indian, mentally ill and I look Chinese. People think I'm Chinese but when I tell them I'm Indian they throw up in heir mouths and I …
Whatever you do don't miscegenate with Indians. I'm 1/4 Indian, mentally ill and I look Chinese. People think I'm Chinese but when I tell them I'm Indian they throw up in heir mouths and I can 100% understand why.
Combines a personal narrative about mixed heritage with a strong identity-based warning against intermarriage with Indians, framed as ethnic rejection.
Kousaburo
Oct 10, 2025
reality is everybody is immigrants here. white people are also immigrants but in forced way. US canada both belongs. to non white 😂
reality is everybody is immigrants here. white people are also immigrants but in forced way. US canada both belongs. to non white 😂
Asserts that all are immigrants but frames white settlement as 'forced' and claims non-white ownership, using identity and historical framing.
Nakuldhullsingh
Oct 7, 2025
Canada different culture they should not change that ! They should adopt the culture and Follow the law!!
Canada different culture they should not change that ! They should adopt the culture and Follow the law!!
Asserts that Canadian culture should be preserved and immigrants must assimilate, framing cultural boundaries as non-negotiable.
retzel4211
Oct 5, 2025
(White) Canadians should probably get better educated than sitting here commenting.
(White) Canadians should probably get better educated than sitting here commenting.
Makes a dismissive claim about 'White Canadians' as a category, implying they lack standing to comment on immigration—identity-based gatekeeping.
sameoldoctor
Oct 11, 2025
With our Indian's superpower in weapon of human mass production, India will conquer the whole world. Just wait for it. Jai Hind
With our Indian's superpower in weapon of human mass production, India will conquer the whole world. Just wait for it. Jai Hind
Makes nationalist assertion about India's power and dominance with implicit threat framing ('conquer the whole world').
superpooper_2030
Oct 8, 2025
I've heard that many of my middle-class Chinese friends living in Canada have already left or are in the process of leaving. Congratulations, Canada, at least you got rid of the Chinese.😂
I've heard that many of my middle-class Chinese friends living in Canada have already left or are in the process of leaving. Congratulations, Canada, at least you got rid of the Chinese.😂
Uses sarcasm to frame Chinese emigration as a loss for Canada, with underlying us-vs-them framing about ethnic groups leaving the country.
paulwei6596
Oct 5, 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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