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
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
This is not the Canada we once knew. The idea of Brampton becoming the new India is shameful and the governments should not be allowing it.
This is not the Canada we once knew. The idea of Brampton becoming the new India is shameful and the governments should not be allowing it.
The comment asserts a lost Canadian identity and frames demographic change as shameful, expressing anxiety about cultural transformation and national belonging.
jenniferjennings6030
Jan 28, 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
Brampton used to be full of Italians. Not sure what happened to make it full of Indians now.
Brampton used to be full of Italians. Not sure what happened to make it full of Indians now.
Observes demographic shift from Italian to Indian populations, implicitly framing it as problematic change in community composition.
MatrixDiscovery
Oct 8, 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
I’m always standing with American , forget this clown. I thought he was resigning anyway. A bunch of yall are supporting a country that buys nothing from us
I’m always standing with American , forget this clown. I thought he was resigning anyway. A bunch of yall are supporting a country that buys nothing from us
Asserts allegiance to America over Canada, dismissing Trudeau and framing the US as untrustworthy trading partner.
@carlallen8392
Mar 4, 2025
Indians bring India with them. That's not integration. Adapt to the country you move to or don't move.
Indians bring India with them. That's not integration. Adapt to the country you move to or don't move.
Asserts that immigrants should abandon their cultural identity and fully assimilate, framing cultural preservation as a failure of integration.
jasongoodacre
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
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
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
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
As a white Canadian, the Punjabi immigrants are the most tame
As a white Canadian, the Punjabi immigrants are the most tame
Uses personal identity ('white Canadian') to make comparative ethnic judgment about immigrant groups.
Zackjjames
Jan 27, 2026
America First! Buy from our own first.
America First! Buy from our own first.
Asserts nationalist 'America First' identity while advocating for domestic economic prioritization.
@neoncorolla6917
Mar 4, 2025
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
Im not racist but the guy said,,, the naked guy,, hes telling te truth,,,thier culture we respect but the reality,, most of them the spoil the place,,,😊
Im not racist but the guy said,,, the naked guy,, hes telling te truth,,,thier culture we respect but the reality,, most of them the spoil the place,,,😊
Stereotypes immigrant behavior as culturally destructive while disclaiming racism, framing cultural incompatibility as threat.
thefarmersons3657
Oct 7, 2025
And where are you Europeans all from? You aren’t indigenous to Canada. Pure racism here
And where are you Europeans all from? You aren’t indigenous to Canada. Pure racism here
Challenges European ancestry claims to Canadian identity and counters racism accusations with historical/demographic argument.
schaudhry4976
Feb 8, 2026
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
“I don't feel any difference between India and Canada". Bro, that is the key issue today~~~~
“I don't feel any difference between India and Canada". Bro, that is the key issue today~~~~
Frames lack of cultural difference as a problem, asserting that immigrants should adopt distinct Canadian identity rather than maintain home country culture.
aerodog121
Jan 1, 2026
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
Another day of embarrassment to be an American.
Another day of embarrassment to be an American.
Expresses shame in American identity due to perceived poor leadership, asserting negative national identity.
@trebm3
Mar 4, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
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)