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
You mean Canadians are turning against Canadians
You mean Canadians are turning against Canadians
Frames conflict as Canadians versus Canadians, asserting identity boundaries and in-group division.
Identity Assertion
0.85
maybach5087
Aug 27, 2025
1st who created this mess …. Its ur vote that created this…this is how 2 person can destroy a whole country…. Ur never thought of ur country when u voted
1st who created this mess …. Its ur vote that created this…this is how 2 person can destroy a whole country…. Ur never thought of ur country when u voted
Frames voting choices as a national betrayal ('destroy a whole country'), emphasizing collective responsibility and us-vs-them framing around national interest.
RioYouTube2255
Aug 26, 2025
Immigration isn’t the problem necessarily, INDIAN immigration is the problem specifically. I’m an immigrant btw
Immigration isn’t the problem necessarily, INDIAN immigration is the problem specifically.
I’m an immigrant btw
Targets a specific ethnic group (Indian immigrants) as problematic while claiming immigrant status to establish credibility for the critique.
Nickjwj
Aug 27, 2025
AMEN!!!!!!! We don’t want everyone to be a perfect Canadian citizen we just don’t want people to change our country…. Look at the sexcrimes and who are committing them… Statistics don’t lie
AMEN!!!!!!! We don’t want everyone to be a perfect Canadian citizen we just don’t want people to change our country…. Look at the sexcrimes and who are committing them… Statistics don’t lie
Asserts Canadian identity and cultural preservation concerns while making unsubstantiated claims about crime statistics.
Slip710
Aug 26, 2025
I'll always say Merry Christmas
I'll always say Merry Christmas
Assertion of cultural/religious identity and resistance to perceived pressure to abandon traditional Canadian expressions.
Identity Assertion
0.85
greatgreengrass9889
Aug 26, 2025
As a 13th generation Canadian, I am sick of those who come here an expect us change to suit them. Not happening.
As a 13th generation Canadian, I am sick of those who come here an expect us change to suit them. Not happening.
Asserts deep Canadian lineage and cultural ownership, rejecting immigrants' claims to belonging or influence; classic us-vs-them framing.
Identity Assertion
0.85
CANADIANCRUSADER1192
Aug 26, 2025
My local Walmart is 100% Indian ( Punjabi) and I can only wonder how non Indians feel when they walk into a store in Canada with total Punjabi conversations. The staff is often not adequately …
My local Walmart is 100% Indian ( Punjabi) and I can only wonder how non Indians feel when they walk into a store in Canada with total Punjabi conversations. The staff is often not adequately informed about products and their placement in the store.
Expresses concern about ethnic demographic change in local spaces with unsubstantiated claims about service quality.
danachats8944
Aug 26, 2025
Canadian native indian ! Or French and British thinking they are more Canadian ?
Canadian native indian ! Or French and British thinking they are more Canadian ?
Raises questions about who counts as 'truly Canadian' by invoking indigenous and colonial heritage, establishing hierarchies of belonging.
Identity Assertion
0.85
omarshenneb4337
Aug 26, 2025
ya get rid the dam imigrients there pain n the ass there no gd they expect everything on silvr platter bs
ya get rid the dam imigrients there pain n the ass there no gd they expect everything on silvr platter bs
Dismisses immigrants as unwanted outsiders with derogatory language, framing them as incompatible with the commenter's national/cultural identity.
littledove1292
Aug 26, 2025
If your not indigenous your an immigrant.
If your not indigenous your an immigrant.
Asserts that non-indigenous people are immigrants, using definitional framing to challenge belonging and national identity categories.
Identity Assertion
0.85
RAWD83
Aug 26, 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
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
I feel no canada.it is India
I feel no canada.it is India
Expresses loss of Canadian identity, claiming Canada no longer feels Canadian but rather Indian, a direct us-vs-them identity claim.
Identity Assertion
0.85
sothilingamnagalingam5416
Aug 26, 2025
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to …
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to say this but Canada is too "kind" and too liberal for it's own good. They essentially would have a rabid animal gnawing at their leg but would not try to stop it because the animal maybe "scared" or "hungry" or don't want to hurt it's feeling or something. If Canadians do no protect it's values and culture by restricting and massively reducing integration and not hesitating to deport criminal immigrants, the very soul and identity of this beautiful country will be gone FOREVER (some would already say that already happened)!! That's why I respect Poland so much, they said NO to mass migration by way of asylum seekers, regardless of the backlash from the EU, but that's why unlike those other countries that did the mass migration, Poland remains one of if not the safest European country and best of all, KEPT THEIR IDENTITY!!!
Extended argument about Canada losing its identity and values due to immigration, with comparative praise for Poland's restrictive approach.
warpath7985
Aug 26, 2025
Indians established a colony in Canada a long time ago, and their number grew like mushrooms. Before it's too late, Canadians must give up English and learn Hindi. The truth is depressing!
Indians established a colony in Canada a long time ago, and their number grew like mushrooms. Before it's too late, Canadians must give up English and learn Hindi. The truth is depressing!
Claims demographic takeover by Indians and cultural replacement (language shift), framed as an existential threat to Canadian identity.
Perspicacity-pr7dg
Aug 26, 2025
The Indians that came to Canada in the 80s / 90s were decent people that wanted to fit in. The ones that are coming now want to take over and literally s**t on Canada and …
The Indians that came to Canada in the 80s / 90s were decent people that wanted to fit in. The ones that are coming now want to take over and literally s**t on Canada and its culture.
Contrasts earlier immigrant cohorts with current ones, claiming newer Indian immigrants seek cultural dominance rather than integration.
briancox7875
Aug 26, 2025
Immigrants don't care about Canada or USA. MAGA now.
Immigrants don't care about Canada or USA. MAGA now.
Asserts that immigrants lack commitment to Canada/USA and invokes nationalist sentiment (MAGA), framing immigrants as outsiders with incompatible loyalties.
lorraineperron4840
Aug 25, 2025
They kept us quiet by threatening us with the label of "racist" but now white people are fed up and now I don't care if you call me a racist because to me that only …
They kept us quiet by threatening us with the label of "racist" but now white people are fed up and now I don't care if you call me a racist because to me that only means that I am standing up for MY RACE and MY RACE made this country and MY RACE developed this country and MY RACE made the values that once made this country great and now I am ashamed of what the politicians have done to my once great country.
The reason the birth rate dropped to nothing is because people can't afford children anymore, the cost of living is way to high to afford children.
Asserts racial/ethnic identity as foundational to national ownership and values, frames immigration as cultural displacement, and includes economic grievance about cost of living.
debbiewbd2359
Aug 25, 2025
Immigration has gotten so bad I feel like a stranger in my own country. It's no longer Canada. Liberals and immigration has ruined this once great land.
Immigration has gotten so bad I feel like a stranger in my own country. It's no longer Canada. Liberals and immigration has ruined this once great land.
Expresses loss of national belonging and cultural alienation, framing immigration as existential threat to Canadian identity.
weareone5429
Aug 26, 2025
Canada become Indian 2.0, congrat
Canada become Indian 2.0, congrat
Expresses demographic anxiety through comparative framing, suggesting Canada is being replaced by Indian culture, with dismissive tone.
nguachi3n
Aug 25, 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)