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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
Page 33 of 276
I am proud of Canada ??……
I am proud of Canada ??……
Simple assertion of national pride and positive identity affiliation with Canada.
@A.Moniriqbal Mar 4, 2025
punjabi are the best / elite of india. punjabis are good people. sat sri akal my brothers and sisters
punjabi are the best / elite of india. punjabis are good people. sat sri akal my brothers and sisters
Asserts ethnic/cultural identity and superiority of Punjabis, using in-group greeting to reinforce belonging.
Mingonator87 Jan 27, 2026
Thrall in Vancouver BC India garbage😅
Thrall in Vancouver BC India garbage😅
The comment uses dehumanizing language ('garbage') to describe Indian immigrants in Vancouver, combining othering with threat framing.
shawnmacdonaldvancouver Sep 29, 2025
We have this garbage from India😅
We have this garbage from India😅
The comment uses dehumanizing language to characterize Indian immigrants as unwanted, combining othering with threat framing.
shawnmacdonaldvancouver Sep 29, 2025
All the garbage is from India Vancouver BC😅
All the garbage is from India Vancouver BC😅
The comment uses dehumanizing language ('garbage') to frame Indian immigrants as a threat to Vancouver, combining identity-based othering with alarmism.
shawnmacdonaldvancouver Sep 29, 2025
Please don't think we the people agree with what's happening. I love Canada I've spent many wonderful times in Canada. I don't understand how this can be happening. Please don't blame us the people we …
Please don't think we the people agree with what's happening. I love Canada I've spent many wonderful times in Canada. I don't understand how this can be happening. Please don't blame us the people we don't want this either.❤❤❤❤
Commenter asserts their identity as a Canadian/North American who loves Canada and distances themselves from government policy, using 'we the people' framing to claim non-complicity.
@carolyonn3933 Mar 4, 2025
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own …
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own heritage with food and holiday but we do them in our own house. Not sticking into people’s faces. I feel that’s how immigration should be like. Not hordes of illegals and refugees that ruins our society and cost us loads of tax payer dollars. Now with Canada being India land, I’ll have no choice but leave this country eventually, I’ll have no choice but finding a better place to retire.
Commenter contrasts their family's 'proper' assimilation with perceived threats from 'hordes of illegals' and demographic change, asserting a vision of acceptable vs. unacceptable immigration based on cultural integration and national identity.
AinowayadiLasumma Jan 27, 2026
Ive got my canadian flag up now
Ive got my canadian flag up now
Asserts Canadian national identity and patriotic sentiment by displaying the flag, implicitly positioning Canada against Trump's America.
@colin4685 Mar 4, 2025
Pajeets kulpreets are all over Canada from small rural communities to big towns trudope liberals elbows up ass down
Pajeets kulpreets are all over Canada from small rural communities to big towns trudope liberals elbows up ass down
Uses ethnic slurs and asserts that specific immigrant groups are 'all over Canada,' framing them as an invasive presence with derogatory language.
bilalbashir Sep 28, 2025
Based Tyler. Fuck India.
Based Tyler. Fuck India.
Endorses a person's anti-India stance while using inflammatory language, asserting in-group solidarity against an out-group.
RememberPalestine Jan 27, 2026
Better to have Sikhs than Hindus.
Better to have Sikhs than Hindus.
Comparative ethnic/religious preference statement that asserts hierarchical distinctions between immigrant groups based on identity categories.
madmandivine2142 Jan 3, 2026
It's weird when people move to Canada and have no interest in integrating whatsoever. Like.. we aren't asking you to leave behind your culture or religion.. just follow our social norms and be an active …
It's weird when people move to Canada and have no interest in integrating whatsoever. Like.. we aren't asking you to leave behind your culture or religion.. just follow our social norms and be an active member of our society. Don't just cluster in your own community.
Expresses concern about cultural integration and social norms, framing Canadian identity as requiring assimilation while claiming fairness in expectations.
megandrynan3928 Jan 1, 2026
SEND THESE SILLY PEOPLE BACK TO THEIR SILLY COUNTRY THAT CAN'T MANAGE THEIR OWN KIND. WELL IT'S NOT ANOTHER COUNTRY'S RESPONSIBITY, IT'S THEIR OWN COUNTRY'S. HOW RUDE THEY ARE TO COME AND TRY TO TAKE …
SEND THESE SILLY PEOPLE BACK TO THEIR SILLY COUNTRY THAT CAN'T MANAGE THEIR OWN KIND. WELL IT'S NOT ANOTHER COUNTRY'S RESPONSIBITY, IT'S THEIR OWN COUNTRY'S. HOW RUDE THEY ARE TO COME AND TRY TO TAKE OVER WHAT IS NOT THEIRS.
Uses us-vs-them framing, claims immigrants are attempting to 'take over,' and asserts national belonging boundaries.
darlingsapphire1 Sep 29, 2025
Make America great again, Trump
Make America great again, Trump
Brief statement supporting Trump's nationalist slogan, asserting alignment with American identity/values.
@jessicamalacara826 Mar 4, 2025
Its fuckin RETARDED ! They wanna move somewhere els and make it like their old country, why even move if your not gonna embrace the culter you ran too.
Its fuckin RETARDED ! They wanna move somewhere els and make it like their old country, why even move if your not gonna embrace the culter you ran too.
Expresses cultural gatekeeping and us-vs-them framing about who belongs and how immigrants should assimilate, with an underlying moral judgment about cultural preservation.
jebhampton6031 Jan 27, 2026
all the white countries must have some magic soil or something lol
all the white countries must have some magic soil or something lol
Uses sarcasm to assert that white countries have inherent advantages, framing immigration through racial/ethnic identity categories.
18266609 Jan 27, 2026
You should check out Burnside Gorge in Victoria BC. Between the City of Victoria's entire stock of Homeless shelters (in this one neighbourhood) and the city's entire stock of Sikh temples, Punjabi restaurants and East …
You should check out Burnside Gorge in Victoria BC. Between the City of Victoria's entire stock of Homeless shelters (in this one neighbourhood) and the city's entire stock of Sikh temples, Punjabi restaurants and East Indian clothing and grocery stores, it is a total sh*tpit - where people can't sleep at night because the Sikh punks are racing their cars up and down Burnside all night. Any whyte people who can, move out - leaving only the poorest, who can't afford to move, the homeless and the Punjabis.
Uses us-vs-them framing ('whyte people' vs Punjabis/Sikhs) and describes neighborhood decline through ethnic demographic lens, with secondary fear/threat elements about safety and displacement.
jasondrummond9451 Jan 27, 2026
“It’s like home”. You know what’s even more like home? INDIA!
“It’s like home”. You know what’s even more like home? INDIA!
Comment uses sarcasm to assert that immigrants should return to their origin country, framing them as not belonging in Canada.
s1wjlm483 Jan 27, 2026
13:44 - “it is great. It’s like you’re sitting here in your own home town”. That’s exactly the problem. It’s not your dump hole home town. They don’t even care to assimilate. They only serve …
13:44 - “it is great. It’s like you’re sitting here in your own home town”. That’s exactly the problem. It’s not your dump hole home town. They don’t even care to assimilate. They only serve themselves and help themselves.
Expresses concern about immigrants not assimilating and prioritizing their own community, framed as a threat to national cohesion and belonging.
barbellsjoysticks9802 Sep 28, 2025
Your last question basically points to how racist you are yourself. It's the same question I bet aboriginals ask about how whites over populated the 'Hammmericas' and turned it into a Eurocentric place. We still …
Your last question basically points to how racist you are yourself. It's the same question I bet aboriginals ask about how whites over populated the 'Hammmericas' and turned it into a Eurocentric place. We still ask that question, remember I came here as a kid and got to observe all of this bs in this country.
Commenter frames immigration debate through historical comparison (European settlement of Americas) and asserts their own immigrant identity to challenge perceived racism, using us-vs-them framing.
ChaitanyaBhagavata Sep 28, 2025
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Discourse Over Time

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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)