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
Canada suckled off usa tit forever....detach, grow up, pay your dues, become part of our states
Canada suckled off usa tit forever....detach, grow up, pay your dues, become part of our states
Makes strong us-vs-them framing positioning Canada as dependent and inferior, advocating for absorption into US states.
@Ilovetubers
Mar 4, 2025
Those white 👤 aren't actually native Canadian 😂😂😂
Those white 👤 aren't actually native Canadian 😂😂😂
Challenges white Canadian claims to belonging by asserting they are not native, using ironic humor to question national identity and legitimacy.
KaleabBereket-x4w
Feb 15, 2026
I've been saying for the last 6 years the whole problem with Canada is immigration it's got nothing to do with housing hospitals Healthcare schools and especially welfare it's because always new immigrants don't actually …
I've been saying for the last 6 years the whole problem with Canada is immigration it's got nothing to do with housing hospitals Healthcare schools and especially welfare it's because always new immigrants don't actually do anything they've been bad for Canada and will never be any good they hate the country but yet they want to be citizens give me a break our country is full of protesters and criminals
Asserts that immigration is the sole cause of Canada's problems and that immigrants are inherently destructive and unpatriotic.
EricjSchuh
Feb 17, 2026
You guys can’t respect Canada and have the same values like Canada, wanting to change our wonderful country then please do Canadian a favor and go back to your country. I hate to see how …
You guys can’t respect Canada and have the same values like Canada, wanting to change our wonderful country then please do Canadian a favor and go back to your country. I hate to see how our lovely country is going down hill because of the mistakes of our government not screening the immigrants coming to this country. We’re sick and tired of the mess this has done to our country. My son is almost 40, born in Canada and is facing the sane dilemma as our fellow Canadians. We must do some reform with our immigration.
Asserts Canadian values and cultural identity while demanding immigrants conform or leave, framed as protecting national character.
joanaiken563
Sep 15, 2025
Canada functioned on an honour system. These people have no honour.
Canada functioned on an honour system. These people have no honour.
Contrasts Canadian values (honour system) with immigrant values, framing it as a fundamental cultural incompatibility.
@eightballsidepocket9467
Feb 19, 2026
The United States did not start a trade war with Canada, Trump did. The American people love Canadians. Trump is not the US.
The United States did not start a trade war with Canada, Trump did. The American people love Canadians. Trump is not the US.
Distinguishes between Trump and the American people, asserting that Americans love Canadians despite Trump's actions.
@budswdance2006
Mar 4, 2025
if it was a "german town" or "little Italy" full of recent european immigrants, nobody.....and I mean NOBODY would bat an eye
if it was a "german town" or "little Italy" full of recent european immigrants, nobody.....and I mean NOBODY would bat an eye
Uses comparative framing (European vs. non-European immigrants) to highlight perceived double standards in acceptance based on ethnic/national origin.
danmcclaren5436
Oct 17, 2025
Tyler walking into a Brampton Tim Hortons surprised to see no whites, Brampton or not, every single Tim Hortons is full of Indians.
Tyler walking into a Brampton Tim Hortons surprised to see no whites, Brampton or not, every single Tim Hortons is full of Indians.
Makes demographic observations framed as a concern about racial/ethnic displacement in a specific Canadian location.
th1ef
Jan 27, 2026
The liberal party seem to be ANTI Canadian . Send these people home to apply from there.
The liberal party seem to be ANTI Canadian . Send these people home to apply from there.
Us-vs-them framing positioning liberals as anti-Canadian, with implicit call to deport immigrants.
psss9925
Feb 27, 2026
Canada is turning into INDIA 2.0. This country is literally unrecognizable in the past few years. The immigration system is a joke.
Canada is turning into INDIA 2.0. This country is literally unrecognizable in the past few years. The immigration system is a joke.
Claims Canada is becoming unrecognizable due to Indian immigration, framing it as loss of national identity while criticizing immigration policy.
Kevin-sq1fk
Feb 14, 2026
Indians are very nice ppl, you should be concerned with muslims
Indians are very nice ppl, you should be concerned with muslims
Distinguishes between immigrant groups using ethnic/religious categorization, positioning one as acceptable and another as threatening.
OlgaG5155
Jan 28, 2026
i don’t get it, you leave your country to come here for a better life. why turn it into what you left from? why turn it into india if that’s what you so desperately want …
i don’t get it, you leave your country to come here for a better life. why turn it into what you left from? why turn it into india if that’s what you so desperately want to leave behind? smh. labeling patriotic canadians as racists for saying they want their country to be canada and not india.
Expresses concern about cultural preservation and national identity, framing immigration as a threat to Canadian character while dismissing critics as unfairly labeling patriots as racist.
jacobskree
Jan 29, 2026
Alberta needs to separate to save our culture.
Alberta needs to separate to save our culture.
Asserts cultural identity and belonging through a separatist call, framing immigration as a threat to regional culture.
hectatusbreakfastus6106
Oct 4, 2025
Vassy = Liberal + Pro mass immigration + Loves asylum seekers more than Canadians
Vassy = Liberal + Pro mass immigration + Loves asylum seekers more than Canadians
Uses equation format to frame interviewer as pro-immigration and anti-Canadian, employing us-vs-them identity framing.
ToonieCollector
Feb 24, 2026
As far as foreign invasions go, bring Indians in over almost any other group. THEY ARE MOSTLY HINDU, WHICH TREATS WOMEN MUCH BETTER THAN ISLAM! Its the Islam invasion that is scary because they advocate …
As far as foreign invasions go, bring Indians in over almost any other group. THEY ARE MOSTLY HINDU, WHICH TREATS WOMEN MUCH BETTER THAN ISLAM! Its the Islam invasion that is scary because they advocate violence against women. Indians are fine. I used to hang out with the Hare Krishnas and they were very nice people. Bonus: most Indians are vegetarian. 🙂
Ranks immigrant groups by preference based on religious and cultural characteristics, using comparative framing to justify selective acceptance.
DFontaine7
Jan 27, 2026
I was born in the US and have had pride in my country -- IN THE PAST. Not now and not as long as my fellow citizens and our legislators back trump and vance and …
I was born in the US and have had pride in my country -- IN THE PAST. Not now and not as long as my fellow citizens and our legislators back trump and vance and musk. I support Canada and Mexico and Ukraine and the Palestinians. Drugs are the LEAST of our worries in this country. Giving our government to an oligarch like musk is our biggest issue as well as getting in bed with putin.
Expresses loss of pride in American identity due to political leadership, asserting solidarity with other nations based on ethical concerns.
@tamaratrussell
Mar 4, 2025
Who cares how many white people work at tim Hortons, how many white people are on welfare is the question 🤔 so God damn lazy and always complaining. Finally you are the minority lol how …
Who cares how many white people work at tim Hortons, how many white people are on welfare is the question 🤔 so God damn lazy and always complaining. Finally you are the minority lol how does it feel ?????
Comment uses identity-based framing to challenge white Canadians' demographic status and criticize them, with an us-vs-them perspective.
user-cm7tg2ns6p
Jan 28, 2026
Why are the descendants of European colonizing thieves crying "white" tears? When the problem is white supremacy? No one told them to give up their nationalities to become white.
Why are the descendants of European colonizing thieves crying "white" tears? When the problem is white supremacy? No one told them to give up their nationalities to become white.
Uses identity-based framing (white supremacy, colonizers) to critique European-descended Canadians' position in immigration debates.
TerrenceMyers-c7h9m
Aug 26, 2025
They do NOT ALL INTERGARTE they carry their culture and don't even call themselves Canadians they always refer to " their country " Then want to impose their costums and are very fast at calling …
They do NOT ALL INTERGARTE they carry their culture and don't even call themselves Canadians they always refer to " their country "
Then want to impose their costums and are very fast at calling out the racists rethorics
Claims immigrants fail to integrate and maintain separate cultural identities rather than adopting Canadian identity, framing them as outsiders.
RayrayMondy
Apr 14, 2025
Trump and all the Americans that support him are making a big mistake. Us Canadians are not going to take this lying down. We will fight to save our country!!!
Trump and all the Americans that support him are making a big mistake. Us Canadians are not going to take this lying down. We will fight to save our country!!!
Strong national identity assertion with us-vs-them framing and implicit call to defend Canada against US actions.
@briany7658
Mar 4, 2025
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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)