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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Moral Argument
2,863 comments
Well the Sikhs and Hindus are giving free food to all irrespective of their race or religion. How are they as new immigrant problem for locals? I only smell racism
Well the Sikhs and Hindus are giving free food to all irrespective of their race or religion. How are they as new immigrant problem for locals? I only smell racism
Commenter uses evidence of immigrant community contributions to argue against characterizing immigrants as a problem, framing the opposition as rooted in racism.
summerstar9164
Nov 2, 2025
If you order a dish you will get every content of it not the cheese only. ... Illegal immigration is always worst but you have invaded countries together with United States, canada supported US Karma …
If you order a dish you will get every content of it not the cheese only. ...
Illegal immigration is always worst but you have invaded countries together with United States, canada supported US
Karma always hits back
Commenter uses a metaphor and historical references to argue that Canada's immigration challenges are morally justified consequences of past military interventions.
nsbhatt28
Nov 2, 2025
As long as people dont steal and hurt people, i dont see a problem tbh. Human is human and humans can adapt.
As long as people dont steal and hurt people, i dont see a problem tbh. Human is human and humans can adapt.
Appeals to universal human principles and fairness, arguing that shared humanity and adaptability should override immigration concerns.
marlondenner5404
Feb 22, 2026
Let me ask this: If the majority of the population of Brampton were Irish immigrants instead of Indian immigrants, would that be okay with you?
Let me ask this: If the majority of the population of Brampton were Irish immigrants instead of Indian immigrants, would that be okay with you?
Uses hypothetical comparison to challenge potential double standards in attitudes toward different immigrant groups, appealing to fairness.
Zulu369
Nov 1, 2025
Stop spreading hatred guy's 😂
Stop spreading hatred guy's 😂
Appeals to ethical principles against hatred while implicitly calling for more respectful discourse in the comment section.
amaram3843
Oct 15, 2025
1:05. Sad to see. As Indians, you should be making free meals. Do what they do in Indian temples, especially the Golden temple, which provides 100,000 free meals a day.
1:05. Sad to see. As Indians, you should be making free meals. Do what they do in Indian temples, especially the Golden temple, which provides 100,000 free meals a day.
Identifies as Indian and appeals to ethical/cultural principles by suggesting immigrants should follow charitable practices from their heritage traditions.
smartindian8500
Nov 3, 2025
25 MLLIONDS DE FIRST NATION ONT ETE EXTERMINER PAR LES BLANCS CUL SALE ILS ONT COMMIT UN GENOCIDE ALORS PETIT BLANC CUL SALE VA REVISER TES FICHE AVANT DE FAIRE DES REPORTAGE TU N'EST CLAIREMENT …
25 MLLIONDS DE FIRST NATION ONT ETE EXTERMINER PAR LES BLANCS CUL SALE ILS ONT COMMIT UN GENOCIDE ALORS PETIT BLANC CUL SALE VA REVISER TES FICHE AVANT DE FAIRE DES REPORTAGE TU N'EST CLAIREMENT PAS A LA HAUTEUR, TU DEVRAIS PLUTOT ALLER T'ENTERRER VIVANT
Invocation of historical genocide of First Nations as moral counterargument to immigration criticism, with hostile tone directed at video creator.
Lou-l4i
Feb 23, 2026
everybody is an immigrant unless you are indigenous american so cry
everybody is an immigrant unless you are indigenous american so cry
Appeals to fairness and historical perspective by pointing out that most Canadians are immigrants, dismissing nativist arguments.
i10ghoul
Nov 3, 2025
At least immigrants these dayscome without killing locals like before. If something bad happens then we have to first look what did we do to ourselves to come to this point.
At least immigrants these dayscome without killing locals like before. If something bad happens then we have to first look what did we do to ourselves to come to this point.
Argues for understanding immigrants through a moral lens of self-reflection and shared responsibility rather than blame.
way-h9702
Oct 26, 2025
Every immigrant regardless of color they say immigrants are bad even though they are the same kind but from different timelines. Hippocrates.....
Every immigrant regardless of color they say immigrants are bad even though they are the same kind but from different timelines. Hippocrates.....
Appeals to fairness and hypocrisy by arguing that native-born citizens and immigrants are fundamentally similar, making discrimination unjust.
selvarang
Oct 22, 2025
To answer your question at the end (what is the difference between the temples and the food bank) the canadians left community and god behind for progressivism and a godless life idolizing the individual. Churches …
To answer your question at the end (what is the difference between the temples and the food bank) the canadians left community and god behind for progressivism and a godless life idolizing the individual. Churches do the same thing the temples do, they run food banks and try to foster community. The difference is when a church asks you follow gods rules, people scream opression, but when foreign religions deman you cover your head, canadians think "ooh im so cultured"...
Argues that Canadian secularism and individualism represent moral decline compared to religious community values, while criticizing perceived double standards toward foreign religions.
kristijanpetrovski2576
Nov 3, 2025
Immigrants enrich the cultural fabric of Canada and add to the wealth of the whole country via their tax contributions. Anyone not aware of these positive effects needs to lean into the subject and seriously …
Immigrants enrich the cultural fabric of Canada and add to the wealth of the whole country via their tax contributions. Anyone not aware of these positive effects needs to lean into the subject and seriously inform themselves. Without immigration Canada's pension system would fail all people over 65.
Argues for immigration's positive moral and economic contributions to Canada, appealing to both ethical principles and factual economic benefits.
peterfodor9789
Oct 16, 2025
Europeans conquered America (US & Canada) after killing off the original inhabitants, and now they call it their home. What an irony.
Europeans conquered America (US & Canada) after killing off the original inhabitants, and now they call it their home. What an irony.
Appeals to historical injustice and hypocrisy regarding European settlement and indigenous displacement in North America.
सौरभYadavendra
Oct 13, 2025
Let me guess... wat, reses canadian people are upset with this? If you are Indian, remind them they don't own the land, they stole it! And they have the nerve to get upset when people …
Let me guess... wat, reses canadian people are upset with this?
If you are Indian, remind them they don't own the land, they stole it! And they have the nerve to get upset when people from other countries want to move to their stolen land.
Appeals to historical injustice (land theft) as moral justification for immigration, framed as ethical counter-argument.
cashewnuttel9054
Oct 9, 2025
25 MLLIONDS DE FIRST NATION ONT ETE EXTERMINER PAR LES BLANCS CUL SALE ILS ONT COMMIT UN GENOCIDE ALORS PETIT BLANC CUL SALE VA REVISER TES FICHE AVANT DE FAIRE DES REPORTAGE TU N'EST CLAIREMENT …
25 MLLIONDS DE FIRST NATION ONT ETE EXTERMINER PAR LES BLANCS CUL SALE ILS ONT COMMIT UN GENOCIDE ALORS PETIT BLANC CUL SALE VA REVISER TES FICHE AVANT DE FAIRE DES REPORTAGE TU N'EST CLAIREMENT PAS A LA HAUTEUR, TU DEVRAIS PLUTOT ALLER T'ENTERRER VIVANT
Identical to previous comment: moral argument about historical genocide with hostile call for creator accountability.
Lou-l4i
Feb 23, 2026
Keep cryin boomers, the land of america isnt your birthright how insanely delusional you have to be to think that. Indians have better relations with the real americans than european colonizers who ironically refer to …
Keep cryin boomers, the land of america isnt your birthright how insanely delusional you have to be to think that. Indians have better relations with the real americans than european colonizers who ironically refer to the natives as indians too
Argues that European colonizers have no moral claim to exclusive land rights and that Indian immigrants have legitimate claims comparable to or better than settlers.
lolololllll
Oct 12, 2025
People have migrated from their homelands to other countries in different centuries—some in the 16th, 17th, 18th, 19th, 20th, and 21st centuries. I don’t understand why people claim that “we have lost our identity.” The …
People have migrated from their homelands to other countries in different centuries—some in the 16th, 17th, 18th, 19th, 20th, and 21st centuries. I don’t understand why people claim that “we have lost our identity.” The shift from being a majority to a minority is largely about timing—some people’s ancestors arrived earlier than others, usually in search of better opportunities they couldn’t find at home. Most people don’t want to leave their motherland, but they move out of necessity, not preference.
Throughout history, Western and Middle Eastern powers destroyed economies, accumulated global wealth for themselves, and caused immense suffering through violence, forced conversions, and plundering. This exploitation is a major reason why some countries today struggle to reach the living standards seen in the West. The long-term effects of colonialism, conflict, and migration continue to shape societies and opportunities for many people.
Appeals to historical justice and ethical principles, contextualizing migration as a response to systemic exploitation and colonialism rather than a threat.
sumitmam1
Oct 15, 2025
they work and pay taxes like everyone else. Things change life changes live with it. Immigrants hating immigrants I hear it, and think people have to do a better job, nothing is free. Work hard …
they work and pay taxes like everyone else. Things change life changes live with it. Immigrants hating immigrants I hear it, and think people have to do a better job, nothing is free. Work hard live good, don't work live bad karma is a bit#@.
Appeals to fairness and work ethic as moral principles, defending immigrants' equal status while criticizing gatekeeping attitudes.
RICH-if1pb
Oct 11, 2025
25 MLLIONDS DE FIRST NATION ONT ETE EXTERMINER PAR LES BLANCS CUL SALE ILS ONT COMMIT UN GENOCIDE ALORS PETIT BLANC CUL SALE VA REVISER TES FICHE AVANT DE FAIRE DES REPORTAGE TU N'EST CLAIREMENT …
25 MLLIONDS DE FIRST NATION ONT ETE EXTERMINER PAR LES BLANCS CUL SALE ILS ONT COMMIT UN GENOCIDE ALORS PETIT BLANC CUL SALE VA REVISER TES FICHE AVANT DE FAIRE DES REPORTAGE TU N'EST CLAIREMENT PAS A LA HAUTEUR, TU DEVRAIS PLUTOT ALLER T'ENTERRER VIVANT
Identical to previous comments: moral argument about historical genocide with hostile call for creator accountability.
Lou-l4i
Feb 23, 2026
Thanks to the crooked liberals. In Jesus name we are saved and loving others is crucial to the Lord! 🙏🙏🙏
Thanks to the crooked liberals. In Jesus name we are saved and loving others is crucial to the Lord! 🙏🙏🙏
Combines criticism of the Liberal government with an appeal to Christian moral principles about loving others, with moral argument being the dominant framing.
sergeeternal3778
Oct 10, 2025
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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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