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
Canadians are immigrants bro. Actual Canadians are very less. Not all the white peoples are Canadian here.
Canadians are immigrants bro. Actual Canadians are very less. Not all the white peoples are Canadian here.
Challenges the notion of who counts as 'Canadian' by asserting that all Canadians are immigrants and questioning the whiteness-Canadian equivalence.
MrKarlmarx555
Aug 26, 2025
Which immigrants??? All Immigrants!! Or those that are less white than you???
Which immigrants???
All Immigrants!!
Or those that are less white than you???
Challenges the framing of 'which immigrants' by suggesting racial bias in the discussion, asserting an us-vs-them dynamic based on whiteness.
tonycordeiro5495
Aug 25, 2025
Don’t give them anything when they come full stop 🛑. The Europeans started from scratch and built their own success
Don’t give them anything when they come full stop 🛑. The Europeans started from scratch and built their own success
Asserts a nationalist us-vs-them framing ('Europeans built their own success') while critiquing immigration policy, with emphasis on exclusionary identity claims.
jenniferjohnson5961
Aug 26, 2025
Well don't feel like that anymore, time to get racist , it's the only way to get these people out!!!!
Well don't feel like that anymore, time to get racist , it's the only way to get these people out!!!!
Advocates for discriminatory action framed as necessary to remove 'these people,' expressing xenophobic identity-based sentiment.
randalheggie3268
Aug 25, 2025
Don’t come to my Canada if you adore your native culture. Stay where ever you are.
Don’t come to my Canada if you adore your native culture. Stay where ever you are.
Establishes exclusionary criteria for belonging to 'Canada' based on cultural assimilation, framing national identity as incompatible with cultural pluralism.
christee9467
Aug 26, 2025
Be patient. In 20 years, Canada will be New Delhi. 2.0 seems to be good. I love Indian culture.😢
Be patient. In 20 years, Canada will be New Delhi. 2.0 seems to be good. I love Indian culture.😢
Expresses demographic anxiety about Canada becoming 'New Delhi' while asserting cultural identity concerns, with comparative framing to India.
UuioGHui676
Aug 25, 2025
I’m angry at, immigrants!!! Fit in, or fuk off!
I’m angry at, immigrants!!! Fit in, or fuk off!
Demands assimilation as a condition of belonging, asserting Canadian cultural boundaries with an implicit ultimatum.
BLASTER1989
Aug 25, 2025
Anyone calling Canadians racists is an ABSOLUTE HYPOCRITE. You come here and talk about our culture like that it's racist on it's own. We WERE the MOST welcoming culture to newcomers... NOT ANYMORE THANKS TO …
Anyone calling Canadians racists is an ABSOLUTE HYPOCRITE. You come here and talk about our culture like that it's racist on it's own. We WERE the MOST welcoming culture to newcomers... NOT ANYMORE THANKS TO THE DISRESPECTFUL A-HOLES COMING HERE TO STIR THINGS UP. Never Again will i trust in this MULTICULTURALISM LIE. IT"S A LIE THEY DON'T WANT MULTI THEY WANT THEIR OWN CULTURE. Lying S.o.b.s
Asserts Canadian cultural superiority and victimhood, claiming immigrants disrespect Canadian values and reject multiculturalism.
pepperfish_
Aug 25, 2025
Follow the CANADIAN CULTURE CANADIAN VALUES or else go back home
Follow the CANADIAN CULTURE CANADIAN VALUES or else go back home
Asserts exclusive Canadian cultural and values framework as requirement for belonging, with implicit ultimatum for immigrants to conform or leave.
Ichibat
Aug 26, 2025
Call me a racist , dont give a fuck anymore, STOP BRINGING IN SO MANY DIAPER HEADS !!!
Call me a racist , dont give a fuck anymore, STOP BRINGING IN SO MANY DIAPER HEADS !!!
Uses dehumanizing slur and explicitly rejects social norms against racism while opposing immigration, asserting in-group identity through rejection of out-group.
rodegerton
Aug 25, 2025
These people obviously don’t fit in
These people obviously don’t fit in
Makes an us-vs-them assertion that immigrants don't belong or fit into Canadian identity/culture.
barrroger1162
Aug 25, 2025
Not immigrants only Indians 🇮🇳🤮
Not immigrants only Indians 🇮🇳🤮
Expresses ethnic targeting and xenophobic sentiment, distinguishing between immigrants and a specific national group as the problem.
Aanyarehmani
Aug 25, 2025
When a person moves to another country to live and work, shouldn’t the person supposed to respect the culture and tradition of the country and not flaunt theirs to disregard them? The whites are being …
When a person moves to another country to live and work, shouldn’t the person supposed to respect the culture and tradition of the country and not flaunt theirs to disregard them? The whites are being incited to rise up by these actions of immigrants… the politicians like Trudeau is to be blamed for such a situation.
Frames cultural integration as a threat to white identity and positions immigrants as inciting conflict, with us-vs-them framing.
gyanbanks74
Aug 25, 2025
Immigrants do hard work to maintain their families:Native people don’t like to work during weekends and public holidays , they are little bit lazy and prefer to enjoy their life, on the other hand they …
Immigrants do hard work to maintain their families:Native people don’t like to work during weekends and public holidays , they are little bit lazy and prefer to enjoy their life, on the other hand they are Blaming others,
Contrasts immigrant work ethic with native Canadians, asserting cultural/ethnic identity differences and superiority.
innaallam9344
Aug 25, 2025
But the immigrants don't assimilate with values culture religion and respect but what are they doing feeling entitled first than our local Canadian. Honestly most of them don't speak Canadian english don't know the jobs …
But the immigrants don't assimilate with values culture religion and respect but what are they doing feeling entitled first than our local Canadian. Honestly most of them don't speak Canadian english don't know the jobs complaining more without common sense.
Asserts that immigrants fail to assimilate with Canadian values and culture, framing them as entitled outsiders who don't belong, with underlying threat concerns.
gracepadriga5139
Aug 25, 2025
Shitjabi Poopjeets ruined Canada forever
Shitjabi Poopjeets ruined Canada forever
Uses dehumanizing slurs and makes sweeping negative claims about immigrants, expressing ethnic/cultural identity-based opposition.
SSSSSSSHHHHHHHHHHH
Jul 8, 2025
I say deport anyone who came here from the 70s and there families only W canadiens stay — including the person who made this video. I don’t care if they have children here; they should …
I say deport anyone who came here from the 70s and there families only W canadiens stay — including the person who made this video. I don’t care if they have children here; they should face the legal and removal from the country . that will definably free up housing and jobs just like trump is doing
Demands deportation based on ethnic/national origin ('only W canadiens stay'), framed as identity-based exclusion with economic justifications.
giancarlo2349
Aug 25, 2025
We like immigrants.....just not arrogant, inconsiderate punjabis
We like immigrants.....just not arrogant, inconsiderate punjabis
Expresses conditional acceptance of immigrants while targeting specific ethnic group (Punjabis) with negative stereotypes.
Identity Assertion
0.85
kylejones640
Aug 25, 2025
Indians are the most racist People on earth, they discriminate against their own Indians based on caste.
Indians are the most racist People on earth, they discriminate against their own Indians based on caste.
Makes sweeping ethnic stereotype about Indians as 'most racist,' presented as factual claim but functioning as identity-based generalization.
MullBatoora-kf6cj
Aug 25, 2025
Went from smelling of sweet maple syrup to BO and curry.
Went from smelling of sweet maple syrup to BO and curry.
Uses ethnic/cultural stereotyping to frame demographic change as loss of Canadian identity, with sarcastic tone.
goneeeeeeem
Jun 21, 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)