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
Sold out your country but at least the curry taste like feet.
Sold out your country but at least the curry taste like feet.
Uses ethnic stereotyping and derogatory language to assert national/cultural boundaries and express resentment toward immigration.
salty01234
Jan 27, 2026
Honestly too many Filipino there.
Honestly too many Filipino there.
Expresses concern about ethnic/national group representation with an implicit us-vs-them framing about Filipino presence.
ContentCreator-e9d
Jan 29, 2026
Im from Chicago, went to Toronto/ Mississagua area for vacation last year in May… lets just say i felt like i was in India lol
Im from Chicago, went to Toronto/ Mississagua area for vacation last year in May… lets just say i felt like i was in India lol
Uses personal travel experience to make an implicit us-vs-them observation about demographic composition and cultural difference.
dannycossyleon9233
Sep 21, 2025
Ummm, don't worry America, we want nothing to do with you anyway.
Ummm, don't worry America, we want nothing to do with you anyway.
Asserts Canadian identity and superiority by rejecting association with the USA.
OTTAWATHINGS
Dec 8, 2025
If you are white, you are still an immigrant. Who cares when you got here...they all have been ruining this beautiful place since colonization. Theyve been here for a few generations so they think they …
If you are white, you are still an immigrant. Who cares when you got here...they all have been ruining this beautiful place since colonization. Theyve been here for a few generations so they think they didnt do the same thing.
Challenges the distinction between 'old' and 'new' immigrants through a racial lens, asserting that all settlers are immigrants and questioning who belongs.
naomibeery8098
Aug 28, 2025
These are Sikhs not Hindus. Hindus are worse.
These are Sikhs not Hindus. Hindus are worse.
Makes a comparative ethnic/religious identity claim, ranking groups negatively.
Identity Assertion
0.82
influencerboxing1001
Jan 28, 2026
I'm indian please deport these idiots out of your country these are mostly the north indians who are obessed with their religion and don't have basic hygiene
I'm indian please deport these idiots out of your country these are mostly the north indians who are obessed with their religion and don't have basic hygiene
Commenter asserts their own Indian identity while making derogatory generalizations about other Indians and calling for deportation, framing an us-vs-them distinction.
justharuu
Jan 28, 2026
IMPORTANT-Before posting anything, it’s important to understand the situation clearly. Many Punjabis feel frustrated because they believe they are not given the freedom and respect they deserve within India bcz of Hindu and other communities. …
IMPORTANT-Before posting anything, it’s important to understand the situation clearly. Many Punjabis feel frustrated because they believe they are not given the freedom and respect they deserve within India bcz of Hindu and other communities. In this particular case, the smuggler was not Punjabi but a Hindu who was speaking Hindi. Incidents like this increase the frustration among some Punjabis and contribute to the demand for greater autonomy or a separate homeland. Many feel they are tired of being blamed or judged because of actions that are not even connected to their community. That's why we ask for separate land from them bcz we are fed up too.
Identical to previous comment: asserts Punjabi group identity and grievances, framing discrimination within India and demanding separate homeland.
TaranjotSingh-z5x
Feb 16, 2026
The bike guy racist and extremely uneducated
The bike guy racist and extremely uneducated
Direct accusation labeling someone as racist and uneducated, framing them as an out-group member unfit for society.
castle4328
Jan 28, 2026
?? here, we are tough, Justin! ?? is not for sale!
?? here, we are tough, Justin! ?? is not for sale!
Asserts national pride and resolve, emphasizing Canada's non-negotiable sovereignty.
@jordanbeechey3353
Mar 4, 2025
Canada needs more Canadian than Indian!
Canada needs more Canadian than Indian!
Asserts preference for Canadian nationals over Indian immigrants, using us-vs-them framing with implicit demographic anxiety.
mohammedshaikulislam3834
Jan 29, 2026
Indian immigrants > Muslim immigrants and black immigrants . They have the lowest crime rates and also the highest earning ethnicity yall can’t make this up they are literally making you hate the wrong people
Indian immigrants > Muslim immigrants and black immigrants . They have the lowest crime rates and also the highest earning ethnicity yall can’t make this up they are literally making you hate the wrong people
Ranks immigrant groups by ethnicity/religion and makes comparative claims about crime and earnings, establishing hierarchies of belonging.
R4ZAR4
Jan 29, 2026
All immigrants needs to adapt to the law of Canada. Your bad behavior, is not acceptable. Canada strong.
All immigrants needs to adapt to the law of Canada. Your bad behavior, is not acceptable. Canada strong.
Asserts Canadian law and values as non-negotiable, with identity framing ('Canada strong') and us-vs-them distinction about acceptable behavior.
bun-rethsak4615
Sep 7, 2025
Crazy to see how relations have broken down between our two countries and sad for all my great American friends and thanks for your support but anyone with half a mind could see this coming. …
Crazy to see how relations have broken down between our two countries and sad for all my great American friends and thanks for your support but anyone with half a mind could see this coming. So many Americans, even republican voters, now waking up to the cold reality of a treasonous, mad president allied to a Russian mad man, isolating the US from the rest of the world. He was basically elected to repaire the economy. Ha! Nice going you orange freak. The stock market is crashing like a Trump casino. You bankrupt two casinos and now you are doing the same to America. Oh! and I hope you're listening to Trudeau's speech, this is what a real leader sounds like. CANADA STRONG AND FREE!!!
Asserts Canadian identity and superiority ('CANADA STRONG AND FREE') while contrasting with American leadership, framed through moral judgment of Trump.
@Bigshot210
Mar 4, 2025
Trump is going to have all y'all crying. I love that Americans are being put first finally.. no more of our tax money should go to any of these dictators!!
Trump is going to have all y'all crying. I love that Americans are being put first finally.. no more of our tax money should go to any of these dictators!!
Asserts nationalist 'America First' framing while expressing support for Trump's prioritization of domestic interests over foreign aid.
@justinmoore4898
Mar 4, 2025
Pretty ironic, givin that all the white people are colonizers originally
Pretty ironic, givin that all the white people are colonizers originally
Makes a counter-claim about white people's historical role as colonizers, using identity-based framing to challenge immigration criticism.
sorry4163
Jan 28, 2026
That guy with the bicycle knows whats going on.. at least he cares about his people to notice
That guy with the bicycle knows whats going on.. at least he cares about his people to notice
Frames someone as a hero for noticing immigration issues, using 'his people' language that emphasizes in-group/out-group boundaries.
gnomebilly4386
Jan 27, 2026
funny how the white people are talking like they're First Nations people...."they're coming, taking our land, they should go back to their own countries" ?
funny how the white people are talking like they're First Nations people...."they're coming, taking our land, they should go back to their own countries" ?
Uses ironic comparison to highlight perceived hypocrisy in white Canadians claiming native status while opposing immigrant settlement.
SkepticalChris
Sep 21, 2025
This content is great for the pick me indians and minorities who think if they do xyz the whites like this will accept them nope they dont like youuuuuu
This content is great for the pick me indians and minorities who think if they do xyz the whites like this will accept them
nope
they dont like youuuuuu
Asserts that minorities seeking acceptance from white Canadians are deluded, using identity-based framing to critique assimilationist strategies.
faebalina7786
Jan 29, 2026
Justin Trudeau sold Canada. Trudeau counts money, and we count Indians
Justin Trudeau sold Canada. Trudeau counts money, and we count Indians
Accusation that PM sold out Canada, using demographic counting rhetoric to frame Indian immigration as national replacement threat.
hchalz
Oct 2, 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)