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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 173 of 276
I don't know what these khalistani people want first they have came into Canada illegally for their better life and when they manage to live a good life they claimed that they want khalistan .what …
I don't know what these khalistani people want first they have came into Canada illegally for their better life and when they manage to live a good life they claimed that they want khalistan .what Do they think a piece of game . Punjabis have separate state , their own chief minister, own parlament and they have everything of there own . Why do not any punjabi in India ask for khalistani bcz no one want it . Sikhs in canada are doing illegal things and operating via terrorist organisations called khalistan who spread hate against India .
Comment makes sweeping claims about Sikh immigrants' illegal activities and separatist intentions, framing them as a threat to Canada and India.
prajwalsudke-ws3zb Jan 29, 2026
It’s an adult talking vs our Trump child
It’s an adult talking vs our Trump child
Contrasts mature Canadian leadership with childish American leadership, asserting identity-based superiority through maturity framing.
@matthewtraver7101 Mar 4, 2025
Main problem with canada was that they invited those dumbs from whole over the world who were never pleased in their countries. I am from punjab and past 7 years I saw those people going …
Main problem with canada was that they invited those dumbs from whole over the world who were never pleased in their countries. I am from punjab and past 7 years I saw those people going abroad those who were useless are not able to earn a living here.
The comment makes sweeping generalizations about immigrants as 'useless' people who couldn't succeed in their home countries, framing them as undesirable outsiders.
ayushkaushik2231 Jan 29, 2026
Stereotypes are earned. Just saying.
Stereotypes are earned. Just saying.
Asserts that stereotypes about groups are justified and earned, framing group characteristics as inherent rather than constructed.
tacticaltimeteller126 Mar 1, 2026
ye chutiya kaisa canada puch gya jab isko english nhi aati😢
ye chutiya kaisa canada puch gya jab isko english nhi aati😢
Uses derogatory language to question an immigrant's legitimacy based on language ability, asserting exclusionary criteria for belonging.
abhaayjeet Jan 28, 2026
We will welcome Alberta as our 51st family member with open arms. Pray this time Alberta can finally manage to break free from Canada's Socialist enslavement. All the best wishes to the great people of …
We will welcome Alberta as our 51st family member with open arms. Pray this time Alberta can finally manage to break free from Canada's Socialist enslavement. All the best wishes to the great people of Alberta - the genuine "truth North strong and free"!!!
Frames Alberta as distinct from Canada with nationalist rhetoric and positions it as needing liberation from 'Socialist enslavement.'
@loyalbeaver9402 Feb 20, 2026
America is ready! Bring it! MAGA.. we know how china, is using Canada and Mexico to bring in goods while we can’t sell our own goods in other country’s. Canada is chinas friend
America is ready! Bring it! MAGA.. we know how china, is using Canada and Mexico to bring in goods while we can’t sell our own goods in other country’s. Canada is chinas friend
Asserts American identity and positions Canada as aligned with China, using us-vs-them framing with comparative national positioning.
@RandySolis-qx1ep Mar 4, 2025
I just had a meeting at work in regards to offensive language or values. They are my thoughts that are supposed to to change. I told them all their brainwashing will not work on me. …
I just had a meeting at work in regards to offensive language or values. They are my thoughts that are supposed to to change. I told them all their brainwashing will not work on me. Im allowed to be me just as much as Im suppose to accept of people’s beliefs and screw mine
Asserts right to personal beliefs and resistance to perceived cultural pressure, framing this as an identity/values conflict rather than policy critique.
stewartsorel4610 Aug 27, 2025
Perfect words to label convicted felon no 47 as dumbest thing on earth to pick a fight with neighbour Canada??.
Perfect words to label convicted felon no 47 as dumbest thing on earth to pick a fight with neighbour Canada??.
Uses derogatory labeling of Trump and frames conflict as morally wrong, emphasizing national identity and values.
@user-bc7ob9kj5g Mar 5, 2025
Magas. You are half a country vs the entire world.
Magas. You are half a country vs the entire world.
Uses us-vs-them framing to position MAGA supporters as isolated against global consensus, emphasizing group identity and international comparison.
@dcagepcutta6488 Mar 4, 2025
MAGA!!! A true friend doesn’t take advantage of its neighbors!!!! MAGA!!! ??
MAGA!!! A true friend doesn’t take advantage of its neighbors!!!! MAGA!!! ??
Uses MAGA slogan and frames friendship/neighborly conduct as identity-based values, with moral undertones about proper conduct.
@edwardpiss Mar 4, 2025
Canadians politeness has caused Canada big time grief.
Canadians politeness has caused Canada big time grief.
Characterizes Canadian national identity trait (politeness) as a vulnerability exploited by immigration, framing it as a threat.
jillwhiting919 Feb 6, 2026
Flip-flopping immigration issues, whoop-dee-doo in Canada, the new satellite country of/India of North America 🇮🇳. Pretty 🍛 spicy issues coming out of Canada this days. No longer the great white North. The great white replacement …
Flip-flopping immigration issues, whoop-dee-doo in Canada, the new satellite country of/India of North America 🇮🇳. Pretty 🍛 spicy issues coming out of Canada this days. No longer the great white North. The great white replacement Theory in action 🎬. Crazy good.😂
Uses demographic anxiety and white replacement conspiracy rhetoric framed as satire, with xenophobic undertones about Indian immigration.
johnwalker4978 Feb 27, 2026
Then why are you doing fucking trade deal with india and with indians Go and ask from your president and prime minister why are they pampering indian's balls Actually you're hypocrite😮 Go and suck Bangladeshis …
Then why are you doing fucking trade deal with india and with indians Go and ask from your president and prime minister why are they pampering indian's balls Actually you're hypocrite😮 Go and suck Bangladeshis pakistanis terrorist balls 😮
Uses inflammatory identity-based rhetoric and unsubstantiated claims about government favoritism toward specific nationalities.
saurabh8338 Feb 24, 2026
Most Americans do not want this either. There is NO words to explain how most of us feel.
Most Americans do not want this either. There is NO words to explain how most of us feel.
Asserts that most Americans share disapproval of the current situation, using collective national identity ('most of us') to express political sentiment.
@RPC1993 Mar 4, 2025
People that support justice and democracy are always respectful in comments, but if you read what putin and trump supporter's have to say, it's just insults and arrogance. That's the difference. Unfortunately, the uneducated form …
People that support justice and democracy are always respectful in comments, but if you read what putin and trump supporter's have to say, it's just insults and arrogance. That's the difference. Unfortunately, the uneducated form a majority in trumps supporters.
Uses us-vs-them framing to distinguish supporters of justice/democracy from Trump/Putin supporters, making claims about character differences.
@a.b.7457 Mar 4, 2025
The American people don't give a s*** what this guy says
The American people don't give a s*** what this guy says
Asserts that 'the American people' hold a collective dismissive position, framing in-group sentiment.
@renzecollins8991 Mar 4, 2025
I wonder what honorable country they come from😏
I wonder what honorable country they come from😏
Sarcastic questioning of immigrants' country of origin with dismissive tone, implying moral judgment about their background.
Moneyhacks1010 Feb 24, 2026
We got enough Bums living off Tax payers dollars send them home.
We got enough Bums living off Tax payers dollars send them home.
Uses dehumanizing language ('Bums') and frames immigrants as a burden on taxpayers, combining us-vs-them framing with economic resentment.
mrtighe6604 Jan 6, 2026
This has racist undertones however the best for all you candians dont allow any indian and dont fo any trade with india. So next time you vote ensure your government make that a priority. Yeah …
This has racist undertones however the best for all you candians dont allow any indian and dont fo any trade with india. So next time you vote ensure your government make that a priority. Yeah there are some issues regarding the kalistan but that you should ask justin
Comment frames immigration through ethnic/national identity concerns and calls for voting to exclude a specific nationality, combining identity-based framing with political action.
pathmanathanmoodley1431 Feb 12, 2026
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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)