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Discourse Analysis

Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

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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 49 of 276
The next hail in Calgary that damagea cars and people's houses will in some way shape or form be an indians fault. So you lot are the developed country, you have the systems in place. …
The next hail in Calgary that damagea cars and people's houses will in some way shape or form be an indians fault. So you lot are the developed country, you have the systems in place. You lot claim no corruption and the superior moral ground yet a villager from a 3rd world country is able to scam your system. Only Canadians can support this logic.
Uses us-vs-them framing blaming immigrants for unrelated problems while asserting Canadian superiority, with underlying xenophobic threat narrative.
abhirmalhotra5103 Sep 29, 2025
Yup, no assimilation whatsoever.
Yup, no assimilation whatsoever.
Makes a claim about lack of cultural assimilation, implying a boundary between immigrants and established Canadian identity.
pueraeternus111 Sep 23, 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
Punjabi womens are hard workers and polite. Punjabi mens harass women in public pools and parks cannot behave in a strip club, in fact they only seem to behave well when they are married.
Punjabi womens are hard workers and polite. Punjabi mens harass women in public pools and parks cannot behave in a strip club, in fact they only seem to behave well when they are married.
Stereotyping ethnic group behavior with gendered claims about Punjabi people, asserting cultural/behavioral differences.
jfethier5604 Jan 29, 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
So-called white people are colonizers. And the Asian Indians are immigrants just like so-called "white" people. The land belongs to the indigenous people of Canada not the immigrants or colonizers. This wicked and racist system …
So-called white people are colonizers. And the Asian Indians are immigrants just like so-called "white" people. The land belongs to the indigenous people of Canada not the immigrants or colonizers. This wicked and racist system called white supremacy is falling. And the "Times of the Gentiles" is coming to an end.
Frames immigration through identity categories (colonizers, indigenous, white supremacy) and asserts indigenous land rights.
TerrenceMyers-c7h9m Aug 26, 2025
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
When Whites do it; colonization. When jeets do it; cultural enrichment. Fuck off and swim home.
When Whites do it; colonization. When jeets do it; cultural enrichment. Fuck off and swim home.
Us-vs-them framing using double standards argument, asserting differential treatment based on race/ethnicity with hostile dismissal.
4000YearsAhead Jan 29, 2026
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
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
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
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
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my …
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my own country and make it a better place to live and not have buch of kids or maybe not even one ❤
Commenter asserts preference for their own country over Canada and frames themselves as distinct from immigrants, with comparative national loyalty.
todllerwatching2544 Feb 28, 2026
I’m Canadian and this fantasy socks guy doesn’t represent me.
I’m Canadian and this fantasy socks guy doesn’t represent me.
Asserts personal Canadian identity and distances self from a political figure, using identity-based disagreement.
@BlizzardBurrr Mar 4, 2025
We do not need muslim to to organize our country Respect us and Remember our Country was the One of the Best to live in , Leave like us Canadian or may be go back …
We do not need muslim to to organize our country Respect us and Remember our Country was the One of the Best to live in , Leave like us Canadian or may be go back to your country
Asserts Canadian national identity and religious/cultural boundaries, demanding immigrants either assimilate or leave the country.
MickeyBergeron Aug 26, 2025
Yall here talking shit about Africans yet your country is being invaded by India. Yall deserve it
Yall here talking shit about Africans yet your country is being invaded by India. Yall deserve it
Uses divisive racial framing ('Africans' vs. 'India') and suggests deserved consequences based on ethnic/national identity.
nikkiflex4842 Jan 29, 2026
@pwilla poopeater Lol yea 🖕🏻☪️🇮🇳 beatch did this pjeet thought that iam a Pakistani abdul 😂😂🤮🤮 yea Never beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only ever fuckand …
@pwilla poopeater Lol yea 🖕🏻☪️🇮🇳 beatch did this pjeet thought that iam a Pakistani abdul 😂😂🤮🤮 yea Never beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only ever fuckand grape and do whatever with yho raindy beatch modrs ever cvckold pos can never even touch anyone irl. So sybau and go eat Puop somewhere pos pjeeet grepist grepland inbred restard.
Comment uses ethnic slurs and dehumanizing language to assert in-group superiority while expressing hostility toward out-groups, combining identity-based attacks with threatening rhetoric.
MyReply_MyChannelBio_forPjeets Jan 29, 2026
Liars and racial supremacists and colonizers.
Liars and racial supremacists and colonizers.
Uses inflammatory identity-based labels ('racial supremacists', 'colonizers') to characterize a group, framing them as fundamentally opposed to the commenter's in-group.
Streetsvillainy Sep 29, 2025
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create …
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create labor shortage. Immigrants come to fill the gap. White people cry even more. White people don't go to schools to learn, earn useful degrees in Stem, medical etc. Immigrants come to replace. White people say its "great replacement". LOL See what I'm saying. THAT'S WHY. I HAVE THE ANSWER.
Uses us-vs-them framing with racial/ethnic identity categories ('White people,' 'Outsiders') and invokes replacement anxiety rhetoric.
jonmichaelplotner3132 Sep 27, 2025
PM Mark carney you are doing great job and you are a great PM Canada I am proud to be canadian
PM Mark carney you are doing great job and you are a great PM Canada I am proud to be canadian
Expresses pride in being Canadian and support for political leadership, asserting national identity and belonging.
Raju-ql5fh Sep 29, 2025
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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

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)