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
Justin Trudeau is sucha clown ?? just turn off the power and call it a day
Justin Trudeau is sucha clown ?? just turn off the power and call it a day
Dismissive characterization of Trudeau with sarcastic suggestion, combining identity-based criticism with satirical tone.
@timothypascual7509
Mar 4, 2025
As soon as the Europeans turned up it was over.
As soon as the Europeans turned up it was over.
Makes a historical claim about European arrival marking a turning point, framing immigration as an existential shift in national identity.
user-vl8iw1666
Jan 21, 2026
1:55 these are the guys we want and used to get here. We welcomed them.
1:55 these are the guys we want and used to get here. We welcomed them.
Distinguishes between 'wanted' and 'unwanted' immigrants based on implicit criteria, asserting preferences about who belongs in Canada.
gbp3616
Jan 28, 2026
Well done !! I have no problem with money spent to get these people out of our country. As a Canadian I am tired of all the illegals walking across the border making claims that …
Well done !! I have no problem with money spent to get these people out of our country. As a Canadian I am tired of all the illegals walking across the border making claims that are fake and tax payers end up paying millions to support them !!!
Asserts Canadian identity ('As a Canadian') in opposition to 'illegals,' combining us-vs-them framing with economic grievance about tax burden.
CanandianPeriod
Dec 27, 2025
trump is a conpkete a hole and m o r o n
trump is a conpkete a hole and m o r o n
Expresses a negative opinion about Trump using insulting language, positioning the commenter against him ideologically.
Identity Assertion
0.78
@Steve-gx9ot
Mar 4, 2025
Sikhs are honest. Even hindus are innocent. Issue is governments
Sikhs are honest. Even hindus are innocent.
Issue is governments
Makes generalizations about ethnic/religious groups (Sikhs, Hindus) while deflecting blame to government, using identity-based categorization.
shantideep3117
Dec 20, 2025
all lies. america and canda love us indians. we run your country. we save you from bad immigrants. you'll know when we not here.
all lies. america and canda love us indians. we run your country. we save you from bad immigrants. you'll know when we not here.
Makes exaggerated claims about Indian dominance and indispensability in North America with unsubstantiated assertions.
Playlist-td3rd
Mar 3, 2026
Turning against Indians* 🇮🇳 💩
Turning against Indians* 🇮🇳 💩
Derogatory statement targeting specific ethnic group, asserting negative characterization with emoji emphasis.
Identity Assertion
0.78
24beat-176khearts
Aug 27, 2025
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
This is good for the future of Quebec and Canada. Quebec has finally decided to rule their destiny in way that lead to their independence, that is the next step of the politicians.
This is good for the future of Quebec and Canada. Quebec has finally decided to rule their destiny in way that lead to their independence, that is the next step of the politicians.
Frames policy as enabling Quebec's self-determination and independence, emphasizing national/regional identity and destiny.
jean-yvesfontaine8506
Nov 21, 2025
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
Love that Trudeau calls him Donald, not Mr.President. He doesn’t deserve the respect from Canada.
Love that Trudeau calls him Donald, not Mr.President. He doesn’t deserve the respect from Canada.
Asserts Canadian national identity and superiority through a symbolic gesture of disrespect, positioning Canada as morally above the US leader.
Identity Assertion
0.78
@littleshopintheshed
Mar 4, 2025
lol rather be a racist then a liberal. We all know what racist means nowadays mean lib don’t like your opinion or they don’t wanna deal with the problems.
lol rather be a racist then a liberal. We all know what racist means nowadays mean lib don’t like your opinion or they don’t wanna deal with the problems.
Asserts political identity while redefining 'racist' as a dismissive label used by opponents, with sarcastic tone.
UBGaming-y5k
Feb 27, 2026
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is driven largely by political motives, as new migrants often support the Liberal Party due to the benefits they receive upon arrival. Both the Liberal government in Canada and the Democrats in the United States appear to be aware of this trend. Regardless of political affiliation—whether Liberal, Conservative, Green, or any other party—if my party were to adopt such a policy, I would oppose it. Canadians really need to wake up. We need responsible citizenship that upholds and strengthens our Canadian culture and values.
Asserts Canadian identity and cultural preservation concerns while making unsubstantiated claims about immigrant voting patterns and political motives.
letusdive
Feb 17, 2026
It's not a tragedy. Stop playing this like we are responsible for the well-being of the third world. If they have no path to permanent residency then they go home. This may be a radical …
It's not a tragedy. Stop playing this like we are responsible for the well-being of the third world. If they have no path to permanent residency then they go home.
This may be a radical notion in the present political climate, but just because you want to come to Canada doesn't mean you can.
Actual native born Canadian citizens have a say in this and we say No !
Asserts native-born Canadians' right to determine immigration policy and rejects responsibility for global welfare, emphasizing national sovereignty and citizen primacy.
karlaraejames1482
Nov 22, 2025
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in …
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in illegally or is overstaying their visit.
Asserts in-group/out-group identity (Indian national perspective) and makes derogatory generalizations about other Indians abroad, combined with calls for stricter immigration enforcement.
wokeydoky
Jan 27, 2026
I stand with Canada
I stand with Canada
Asserts national solidarity and belonging with Canada through a declarative statement of support.
@shyguy4675
Mar 4, 2025
I don't pretend to be polite. But im french canadian so thats canadian whit a twist.
I don't pretend to be polite. But im french canadian so thats canadian whit a twist.
Asserts French-Canadian identity with a self-characterization about cultural distinctiveness and communication style.
Identity Assertion
0.78
@alainisabelledemontreal2484
Mar 4, 2025
Wow. They had the courage to stop the immigration rort in at least one part of the world. Great news for locals.
Wow. They had the courage to stop the immigration rort in at least one part of the world. Great news for locals.
Celebrates policy changes as beneficial for 'locals,' using us-vs-them framing while characterizing immigration as a 'rort' (scam).
kurt4260
Nov 22, 2025
Only North Indians do this kind of dirty shit... But Tamilan They respect the country Because Tamils feel pain of country
Only North Indians do this kind of dirty shit... But Tamilan They respect the country Because Tamils feel pain of country
Makes ethnic/regional distinctions within Indian identity while making unsubstantiated generalizations about cultural respect and behavior.
Sundarin8du
Feb 12, 2026
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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)