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
If your not born here send them back
If your not born here send them back
Asserts birthplace as the criterion for belonging and calls for deportation of non-native-born residents.
lorrainecollins6686
Aug 25, 2025
Its too late -- Canada has lost its identity. The liberal government created this problem and has allowed this to happen. Tks to Turdeau and Carney
Its too late -- Canada has lost its identity. The liberal government created this problem and has allowed this to happen. Tks to Turdeau and Carney
Claims Canada has lost its identity due to immigration policy, blaming specific political leaders for cultural erosion.
frankj1973
Aug 25, 2025
There are too many Indians in this world.
There are too many Indians in this world.
Makes a sweeping demographic statement with implicit us-vs-them framing about a specific ethnic group.
KhorzooKhan-v7j
Aug 25, 2025
People need to stop saying we are losing our culture. This is a brainwashed technique into none action because we think there is still time. Once we accept that our way of life is gone, …
People need to stop saying we are losing our culture. This is a brainwashed technique into none action because we think there is still time.
Once we accept that our way of life is gone, then it's time to get it back.
Let's be honest as an immigrant. The biggest pushback I've ever got for the observation of truth is from white liberals.
I've been called racist for defending whites.
Combines personal immigrant experience with claims about cultural loss and identity conflict, emphasizing in-group/out-group dynamics.
RedArtworyest
Aug 25, 2025
Our kids can’t get summer jobs unless your East Indian. Way tooooo man
Our kids can’t get summer jobs unless your East Indian. Way tooooo man
Claims about job discrimination based on ethnicity ('East Indian'), framing employment access as an us-vs-them identity issue with economic dimensions.
Shawnmaclean-w2w
Jul 17, 2025
How did Canada become little Mumbai all the sudden?
How did Canada become little Mumbai all the sudden?
Expresses demographic anxiety through ethnic stereotyping, framing rapid demographic change as a threat to Canadian identity.
cbatcba
Aug 25, 2025
Five guys burgers run all by Indians and hire only Indians. But all whites business is racist right.... Blah, blah blah....
Five guys burgers run all by Indians and hire only Indians. But all whites business is racist right.... Blah, blah blah....
Uses sarcasm to highlight perceived double standards in diversity/hiring practices across ethnic groups, asserting racial grievance.
johnruston5390
Aug 25, 2025
Ty for all the immigrants that want to be a canadian for speaking up us white Canadians we can actually go to jail for saying anything for hate speech and possibly hate crimes.
Ty for all the immigrants that want to be a canadian for speaking up us white Canadians we can actually go to jail for saying anything for hate speech and possibly hate crimes.
Asserts white Canadian identity while expressing fear of legal persecution for speech, framing immigrants as threat to free expression.
RobJohnson-k5n
Aug 25, 2025
2:41 What a diverse bunch. It's almost as if the Liberal party is trying to make Canada part of the Indian subcontinent
2:41 What a diverse bunch. It's almost as if the Liberal party is trying to make Canada part of the Indian subcontinent
Uses sarcasm to assert demographic anxiety about ethnic/cultural change, implying the Liberal party is deliberately altering Canada's identity.
Mullet-ZubazPants
Jun 20, 2025
I agree get.Get them out of here.Especially East Indians,many who r terriosts or close enough to it,Creating rasism .They have no Canadian interest other than taking over everything.We need to wake up.The free rides r …
I agree get.Get them out of here.Especially East Indians,many who r terriosts or close enough to it,Creating rasism .They have no Canadian interest other than taking over everything.We need to wake up.The free rides r over..Get out of here.
Uses us-vs-them framing with ethnic targeting, makes unverified claims about terrorism, and expresses threat perception toward specific immigrant groups.
berniepritchard4390
Apr 15, 2025
This explains why the country doesn't feel like Canada anymore and why you can't find a job/home to save your life. Great video, very informative.
This explains why the country doesn't feel like Canada anymore and why you can't find a job/home to save your life. Great video, very informative.
Expresses loss of national identity and belonging while citing economic hardship as evidence of immigration's negative impact.
beanz23232
Jun 20, 2025
To my non Canadian friends watching this. Send help, liberals have ruined us
To my non Canadian friends watching this. Send help, liberals have ruined us
Appeals to national identity ('my non Canadian friends'), expresses existential concern about national damage from political party.
toadsage7194
Jun 16, 2025
Man in a costume, not transgender
Man in a costume, not transgender
Dismissive statement denying transgender identity through reductive characterization ('man in a costume').
Identity Assertion
0.80
@clivebaxter6354
Mar 5, 2025
Oh! Many immigrants are going to be leaving? I'll hold the door open for them. No disrespect intended. I know there are many hard-working immigrants who have contributed a lot to our country. That being …
Oh! Many immigrants are going to be leaving? I'll hold the door open for them. No disrespect intended. I know there are many hard-working immigrants who have contributed a lot to our country.
That being said, I myself am third generation, which most of the boomer era are.
Asserts third-generation Canadian identity while acknowledging immigrant contributions, framing generational belonging.
srj2590
Apr 16, 2025
Raaj krega khalsa ❤ sikho ne bhuit saheediya dii h...
Raaj krega khalsa ❤ sikho ne bhuit saheediya dii h...
Assertion of Sikh identity and cultural pride with reference to historical sacrifices, primarily identity-focused.
@joravarsingh2621
Mar 6, 2025
Canada to sikh ka h sadda h yaar❤❤
Canada to sikh ka h sadda h yaar❤❤
Assertion that Canada belongs to Sikhs, framing national belonging through religious/ethnic identity.
Identity Assertion
0.80
@joravarsingh2621
Mar 6, 2025
Canada needs people who are God fearing Christians who come here to work and contribute not to change the culture that made Canada great and live off welfare and drain all are benifits which we …
Canada needs people who are God fearing Christians who come here to work and contribute not to change the culture that made Canada great and live off welfare and drain all are benifits which we paid for for generations, leftists socialists are a scurge to western countries
Asserts cultural and religious identity requirements for belonging in Canada, framing immigrants as threats to national culture.
Goldwing963
Apr 16, 2025
Thank you Prime Minister for this !! I can’t believe that the Leader of the Free World has now become a puppet of Putin. So proud to be a Canadian. I will no longer buy …
Thank you Prime Minister for this !! I can’t believe that the Leader of the Free World has now become a puppet of Putin. So proud to be a Canadian. I will no longer buy products from the USA or visit as long as Trump is President
Expresses pride in Canadian identity and announces personal boycott action in response to Trump.
@elainestewart8463
Mar 4, 2025
Welcome to America Alberta and all conservative ppl from the failed state of canada
Welcome to America Alberta and all conservative ppl from the failed state of canada
Uses identity markers (conservative, Alberta) and frames Canada as a 'failed state,' asserting political/national identity divisions.
Skylar-d1q
Apr 15, 2025
Go to Russia, you love them Russians and their strong man Putin don't you?? Im sure they'll welcome you with open arms ?.
Go to Russia, you love them Russians and their strong man Putin don't you?? Im sure they'll welcome you with open arms ?.
Uses sarcastic us-vs-them framing, suggesting critics should leave Canada if they disagree with its values.
@EyFmS
Mar 5, 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)