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
Search & Filter
Comparative
2,420 comments
Broad Ethnic Groups (2021 Census) This classification focuses on larger panethnic groups. White: 72.9% Asian: 17.7% Indigenous: 5.2% Black: 3.5% Latin American: 1.5% Canada hasn't changed all that much, and certain cities having one ethnic …
Broad Ethnic Groups (2021 Census) This classification focuses on larger panethnic groups.
White: 72.9%
Asian: 17.7%
Indigenous: 5.2%
Black: 3.5%
Latin American: 1.5%
Canada hasn't changed all that much, and certain cities having one ethnic group that is not even new. Little Italy? Cabbage Town? China Town(s), Ukrainian and Finnish areas in western Canada? Asians in Vancouver.
This time, it's the Indians, but Brampton has been changing for years into Brown Town. Years!
Compares current Indian immigration to historical ethnic settlement patterns in Canada, with implicit concern about demographic change.
TyrrellCornwall
Sep 28, 2025
Looks like Indian culture is more about community. I remember having friends getting kicked out of their homes at 18. This would never happen in an Indian household. Temples welcome all and feed everyone they …
Looks like Indian culture is more about community. I remember having friends getting kicked out of their homes at 18. This would never happen in an Indian household. Temples welcome all and feed everyone they can. Seems like the Indian immigrants are acting more Canadian than the old residents.
Compares Indian and Canadian cultural values favorably toward Indian immigrants, contrasting household and community practices.
GrumpyOldmanYelling
Sep 27, 2025
let me tell you why as your white ancestors got new land for their people like golden rush in America from europe we indians didn't capture that but now a days look at the indian …
let me tell you why as your white ancestors got new land for their people like golden rush in America from europe we indians didn't capture that but now a days look at the indian population thats why well educated people are moving towards country like us canada australia for better lifestyle and miss their indian environment 😅
Commenter compares historical European settlement to contemporary Indian migration, explaining motivations through comparative historical and economic framing.
applicable9682
Sep 26, 2025
And when the Africans come and work in India, they are hated and discriminated upon.
And when the Africans come and work in India, they are hated and discriminated upon.
Comment compares treatment of Africans in India to implied treatment in Canada, using comparative framing to make a moral point about discrimination.
chadmagnifici2347
Sep 23, 2025
yep this is Australia. Shit show. Governmen sold out the country for a quick buck and cheap shitty labour
yep this is Australia. Shit show. Governmen sold out the country for a quick buck and cheap shitty labour
Compares Canada's situation to Australia's immigration and labor practices, critiquing government decisions through international comparison.
zanesmith666
Sep 24, 2025
Guess Europe is calling them back ?
Guess Europe is calling them back ?
Implies comparison between Canada and Europe regarding immigration patterns or return migration.
Comparative
0.80
J.A.S.S.
Sep 20, 2025
Halifax, NS must be a close second.!!
Halifax, NS must be a close second.!!
Compares Halifax negatively to another city, ranking Canadian locations by perceived quality.
Comparative
0.80
CanRagsToDrRiches
Sep 20, 2025
you make it sound like there is something wrong when there is not. Movement of the people. It has always been and will always be. Remember that time white people came to Canada? Funny how …
you make it sound like there is something wrong when there is not. Movement of the people. It has always been and will always be. Remember that time white people came to Canada? Funny how the real Indians are the next change after the Columbus' "Indians" were overtaken by anglo-saxons and francs.
Compares current immigration to historical European settlement in Canada, arguing demographic change is natural and cyclical.
vladkhripunov9539
Sep 19, 2025
Indians are a problem in Texas too
Indians are a problem in Texas too
Extends criticism of Indians beyond Canada to Texas, using comparative framing to suggest a broader pattern of problems.
BoxOfMangoes
Sep 19, 2025
Good think they are Indian. If it was any of our neighbours you will not even dare to shoot video over there like Luton, England
Good think they are Indian. If it was any of our neighbours you will not even dare to shoot video over there like Luton, England
Compares Canada favorably to other countries (Luton, England) and contrasts treatment of Indian vs. neighboring populations.
CoherentRant
Sep 19, 2025
Unlike the king's daughters, these people came with visas. Some came to study, some to work, and others came here as permanent residents. What kind of visas did the king's daughters hold? They were sent …
Unlike the king's daughters, these people came with visas. Some came to study, some to work, and others came here as permanent residents. What kind of visas did the king's daughters hold? They were sent here to do what? What visas did the convicts shipped by Britain and France to North America have?
Compares modern immigrants' legal status to historical arrivals (king's daughters, convicts) to contextualize contemporary immigration within Canada's colonial history.
qwain-g2t
Sep 19, 2025
Uk colonized India now India colonized you
Uk colonized India now India colonized you
Draws historical parallel between British colonization of India and current Indian immigration to Canada, framing it as reversal/retaliation.
Kango-k5g
Sep 19, 2025
In India, caste atrocities show that the so-called “Savarna” identity is nothing but Hindu apartheid, as brutal as white supremacy in America. When a Dalit child in Rajasthan is beaten to death for touching a …
In India, caste atrocities show that the so-called “Savarna” identity is nothing but Hindu apartheid, as brutal as white supremacy in America. When a Dalit child in Rajasthan is beaten to death for touching a water pot (2023), when a young woman in Hathras is raped and cremated in secrecy (2020), when Dalits in Gujarat are flogged for skinning a dead cow (2016), or when a man in Madhya Pradesh is forced to drink urine (2021), it is the same logic as lynching of Black people in the U.S. during Jim Crow. NCRB records 50,000+ caste crimes every year, with conviction rates under 30%, proving that the system protects the oppressor. Just as white supremacists called themselves “pure whites,” Indian upper castes glorify the label “Savarna,” hiding behind a false purity that is built on humiliation, violence, and exclusion of the majority.
Compares caste violence in India to racial violence in America, drawing parallels between systems of oppression across countries.
Kumar11545ghdh
Sep 14, 2025
This is happening to many other countries after letting refugees and immigrants move here.
This is happening to many other countries after letting refugees and immigrants move here.
Compares Canada's immigration situation to other countries experiencing similar demographic and social changes.
Iamclaire888
Sep 13, 2025
The States won't allow people to immigrate so think about it!!!!😮 our country CANADA takes all the influx! Omg!😮
The States won't allow people to immigrate so think about it!!!!😮 our country CANADA takes all the influx! Omg!😮
Compares Canada's immigration policy unfavorably to the United States, suggesting Canada accepts too many immigrants relative to other nations.
sleepn6338
Sep 9, 2025
Indians here on student visas held a hunger strike complaining about human rights and demanding permanent residency…..imagine Canadians did that in India, or anywhere else for that matter
Indians here on student visas held a hunger strike complaining about human rights and demanding permanent residency…..imagine Canadians did that in India, or anywhere else for that matter
Compares immigrant behavior in Canada to hypothetical Canadian behavior abroad, using comparative framing to critique immigrant demands.
abletobeconfused
Sep 9, 2025
I would love to see any of these new immigrants that are here now and trying to change our way of living to theirs. Go try that shit in Russia or Syria or Africa even. …
I would love to see any of these new immigrants that are here now and trying to change our way of living to theirs. Go try that shit in Russia or Syria or Africa even. They will beat your ass and put you In your place so fast.
Compares Canada favorably to other countries (Russia, Syria, Africa) while suggesting immigrants would face violence elsewhere, implying Canada is too permissive.
dt5327
Sep 3, 2025
Look at some of your states they look like Third World countries we want no part of that. America is falling apart and nobody wants anything to do with you guys anymore. ?
Look at some of your states they look like Third World countries we want no part of that. America is falling apart and nobody wants anything to do with you guys anymore. ?
Compares American states unfavorably to other standards and expresses concern about America's decline, using comparative framing with alarmist undertones.
@DoseOfVirality
Mar 4, 2025
Russia ?! What about Israel …. Crickets ?
Russia ?! What about Israel …. Crickets ?
Compares Canada's response to Russia versus Israel, implying selective or inconsistent policy treatment.
@LeedsCorp
Mar 4, 2025
They did the same thing when they come to northeast India meghalaya....this hindu people's are always like this
They did the same thing when they come to northeast India meghalaya....this hindu people's are always like this
Compares Canadian immigration patterns to experiences in India, with ethnic/cultural identity framing.
BdSyrum
Aug 29, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)