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
I am an Indian n Canada should do something about these immigrants
I am an Indian n Canada should do something about these immigrants
User asserts their Indian identity while calling for restrictive action against immigrants, framing an us-vs-them boundary.
boruaexports
Jan 28, 2026
If you don't want to assimilate to our culture I'll tell your ass to go the fuck back home and embrace the title as a racist all we ask is you don't treat our country …
If you don't want to assimilate to our culture I'll tell your ass to go the fuck back home and embrace the title as a racist all we ask is you don't treat our country like it's fucking india this is canada assimilate to our culture and values or get the fuck out
Demands cultural assimilation and frames immigration as a threat to Canadian identity, with ultimatum language.
casperthelegend1458
Jan 28, 2026
3:38 you see this Pakistani has the guts-- Indians would never admit to just simple truths. NO wonder CN is dying the way it is--while immigration is okay, "one-country-based/focused/biased" leads to ugly results.
3:38 you see this Pakistani has the guts-- Indians would never admit to just simple truths. NO wonder CN is dying the way it is--while immigration is okay, "one-country-based/focused/biased" leads to ugly results.
Makes ethnic generalizations comparing Pakistani and Indian immigrants while making unverified claims about Canada's decline.
ronshaz6466
Oct 8, 2025
I love watching the Indians laugh and say everyone's driving is bad, not knowing they themselves are the problem 😂
I love watching the Indians laugh and say everyone's driving is bad, not knowing they themselves are the problem 😂
Uses stereotyping and in-group/out-group framing about Indian drivers while employing humor to mask a negative generalization.
240sxRule
Jan 29, 2026
Chuslims crying in the corner long live Hinduism
Chuslims crying in the corner long live Hinduism
Religious/ethnic identity assertion with derogatory language establishing in-group (Hindu) superiority over out-group (Muslim).
Identity Assertion
0.85
Davidzangh-z7y7i
Oct 15, 2025
If 10milion Indians moved into each country on this planet, there would be still over a billion of them back in Indian. If they're so hard working and so great, why did they not stay …
If 10milion Indians moved into each country on this planet, there would be still over a billion of them back in Indian.
If they're so hard working and so great, why did they not stay home to fix up their own country?
Questions immigrant work ethic and belonging through comparative framing, implying immigrants should stay in their home country.
karl1677x
Oct 3, 2025
Whites are too kind and naive for their own good. They cant grasp these other races hate you.
Whites are too kind and naive for their own good. They cant grasp these other races hate you.
Uses racial categorization and us-vs-them framing ('Whites' vs 'other races') with an underlying threat narrative about intergroup hostility.
manager4409
Jan 29, 2026
Canada was a great majority white and Christian wonderful country. Indians invade and attempt to change every country they immigrate into Hindu India and their culture. Hopefully Indians will leave and return to India.
Canada was a great majority white and Christian wonderful country. Indians invade and attempt to change every country they immigrate into Hindu India and their culture. Hopefully Indians will leave and return to India.
Makes explicit us-vs-them framing based on race/religion, claims immigrants attempt cultural invasion, and calls for their departure—core identity assertion with demographic anxiety.
dorado0359
Oct 14, 2025
I'm tired of all these indians here
I'm tired of all these indians here
Expresses frustration with a specific ethnic group's presence, framing it as an us-vs-them demographic concern with underlying anxiety about demographic change.
seshaholic
Oct 7, 2025
Trudeau, a true leader. Trump, sick and evil. I am an American. I am a Texan.
Trudeau, a true leader. Trump, sick and evil. I am an American. I am a Texan.
Commenter asserts personal identity (American, Texan) while making comparative moral judgments about political leaders across countries.
@ValGal-5
Mar 4, 2025
Trump ? strong ?? if you don’t like my President Trump, you’re not a true American ??
Trump ? strong ?? if you don’t like my President Trump, you’re not a true American ??
Asserts national identity and loyalty to Trump as a marker of being a 'true American,' using us-vs-them framing.
Identity Assertion
0.85
@wilfredoreyes2986
Mar 4, 2025
The Canadian STUPID Liberal voter is to blame
The Canadian STUPID Liberal voter is to blame
Frames Canadian voters as 'stupid' and positions them against immigrants, using divisive us-vs-them language with implicit threat framing.
VirtueMastery
Jan 28, 2026
Im happy to be french canadian we dont have as many indians in Quebec 😅 I take africans over this anyday
Im happy to be french canadian we dont have as many indians in Quebec 😅 I take africans over this anyday
Asserts French-Canadian identity while expressing preference against Indian immigrants and demographic anxiety about ethnic composition.
kanelliza
Jan 28, 2026
Indians (most of them) don’t know how to assimilate into other country’s cultures! It’s pathetic!
Indians (most of them) don’t know how to assimilate into other country’s cultures! It’s pathetic!
Makes a sweeping claim about a specific ethnic group's inability to assimilate, framing cultural difference as failure.
onelonelyalien102
Jan 27, 2026
Proud Indian ❤ Without fighting we are conquering wer ever v go. Thanks almighty we are fittest of all...so we shall prevail over others.
Proud Indian ❤
Without fighting we are conquering wer ever v go.
Thanks almighty we are fittest of all...so we shall prevail over others.
Asserts Indian cultural/ethnic superiority and uses conquest framing ('conquering wherever we go'), combined with implicit threat language about prevailing 'over others.'
amaram3843
Oct 15, 2025
Asking a immigrant about other immigrant on immigration what am i missing ? Oh okay its not about the immigration its about the skin colour.
Asking a immigrant about other immigrant on immigration what am i missing ? Oh okay its not about the immigration its about the skin colour.
Accuses interviewer of bias based on skin color, asserting that ethnicity/race is the real issue rather than immigration policy.
MSA944
Oct 7, 2025
hopefully, Canada has closed this program. No more people from India.
hopefully, Canada has closed this program. No more people from India.
Expresses exclusionary sentiment toward Indian immigrants with an us-vs-them framing, combined with a call to close immigration programs.
sergiouni2
Oct 13, 2025
They dont want to assimilate into our culture, and there are A LOT of Indians here, and I NEVER see indians hanging out with white or black people, i only see them with other indians. …
They dont want to assimilate into our culture, and there are A LOT of Indians here, and I NEVER see indians hanging out with white or black people, i only see them with other indians. If u like india so much, why spend all your money to come here? It's true doe!
Expresses concern about cultural assimilation and ethnic segregation, framing immigrants as not integrating into 'our culture.'
Habslover74
Jan 28, 2026
The sudden wave of immigrants coming to Canada was too much all at once. Them not respecting the Canadian ways doesn't help the fact that they are taking over our country. If they respected public …
The sudden wave of immigrants coming to Canada was too much all at once. Them not respecting the Canadian ways doesn't help the fact that they are taking over our country. If they respected public places and spoke English like everyone else (or at least tries their darnest) maybe people who were born and raised in Canada wouldn't have this collective thoughts on them.
Asserts Canadian identity and cultural boundaries, claiming immigrants are 'taking over' and not respecting 'Canadian ways,' with us-vs-them framing.
leahtheawesomeone1301
Oct 8, 2025
Sh1tsk1ns gettín bussed in
Sh1tsk1ns gettín bussed in
Uses dehumanizing slur and expresses demographic anxiety about immigration changing Canada's composition.
John-o7w8b
Jan 28, 2026
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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Discourse Quality (Perspective API)