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
The United States did not start a trade war with Canada, Trump did. The American people love Canadians. Trump is not the US.
The United States did not start a trade war with Canada, Trump did. The American people love Canadians. Trump is not the US.
Distinguishes between Trump and the American people, asserting that Americans love Canadians despite Trump's actions.
@budswdance2006
Mar 4, 2025
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros. We currently …
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros.
We currently face a takeover by agitators and elites who proscribe to bankrupt and diminish our values; to tear us down and rebuild the land in "their image" and enrich themselves in the process.
Not the Canada I used to Love, Not Glorious and Free ... Who stands on guard ? What became of "We" ?
GOD SAVE OUR LAND
Expresses nostalgia for a past Canadian identity and frames current immigration/change as a threat to national values and sovereignty ('takeover').
ShortsHound
Oct 2, 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
🇨🇦 Canada and Canadians firts 🇨🇦 This country is beautiful, please don't spoil it! 🙏🏻
🇨🇦 Canada and Canadians firts 🇨🇦
This country is beautiful, please don't spoil it! 🙏🏻
Asserts Canadian national priority and identity ('Canada and Canadians first'), expressing concern that immigration will damage the country's character.
JoeJoe-TF1
Sep 12, 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
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
Canada functioned on an honour system. These people have no honour.
Canada functioned on an honour system. These people have no honour.
Contrasts Canadian values (honour system) with immigrant values, framing it as a fundamental cultural incompatibility.
@eightballsidepocket9467
Feb 19, 2026
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
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
As far as foreign invasions go, bring Indians in over almost any other group. THEY ARE MOSTLY HINDU, WHICH TREATS WOMEN MUCH BETTER THAN ISLAM! Its the Islam invasion that is scary because they advocate …
As far as foreign invasions go, bring Indians in over almost any other group. THEY ARE MOSTLY HINDU, WHICH TREATS WOMEN MUCH BETTER THAN ISLAM! Its the Islam invasion that is scary because they advocate violence against women. Indians are fine. I used to hang out with the Hare Krishnas and they were very nice people. Bonus: most Indians are vegetarian. 🙂
Ranks immigrant groups by preference based on religious and cultural characteristics, using comparative framing to justify selective acceptance.
DFontaine7
Jan 27, 2026
I love how everyone cares now because money isnt being spent lmfao. Typical Americans. Love dogs and foreign places so much more than your own country
I love how everyone cares now because money isnt being spent lmfao. Typical Americans. Love dogs and foreign places so much more than your own country
Critiques Americans' priorities and values, asserting Canadian identity through contrast.
@SecondChance-zip
Mar 4, 2025
“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
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
Those white 👤 aren't actually native Canadian 😂😂😂
Those white 👤 aren't actually native Canadian 😂😂😂
Challenges white Canadian claims to belonging by asserting they are not native, using ironic humor to question national identity and legitimacy.
KaleabBereket-x4w
Feb 15, 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
Canada is turning into INDIA 2.0. This country is literally unrecognizable in the past few years. The immigration system is a joke.
Canada is turning into INDIA 2.0. This country is literally unrecognizable in the past few years. The immigration system is a joke.
Claims Canada is becoming unrecognizable due to Indian immigration, framing it as loss of national identity while criticizing immigration policy.
Kevin-sq1fk
Feb 14, 2026
America is who America voted for. Speaking to the American people? They voted for this. So glad I don't live in that country, which is now like the countries the? in the oval office call …
America is who America voted for. Speaking to the American people? They voted for this. So glad I don't live in that country, which is now like the countries the? in the oval office call S-HOLE countries.
Asserts distance from American identity ('not my America', 'glad I don't live there') and compares US unfavorably to developing nations.
@Marcusmusick
Mar 4, 2025
We (the American people) don't care what you have to say Trudeau or how you feel about anything our president does, Get bent , Aye. You don't scare us?
We (the American people) don't care what you have to say Trudeau or how you feel about anything our president does, Get bent , Aye. You don't scare us?
American asserting national sovereignty and dismissing Canadian criticism, using confrontational us-vs-them framing.
@trinalynn5546
Mar 4, 2025
Let's not become anti-American. Let's just become more pro-Canadian. Thinking too much of America has put us in this situation. Left or right on the political spectrum. Let's just make our parties put US first, …
Let's not become anti-American. Let's just become more pro-Canadian. Thinking too much of America has put us in this situation. Left or right on the political spectrum. Let's just make our parties put US first, not U.S.
Advocates for prioritizing Canadian identity and interests over American influence, with implicit call for political change.
@paulknelson2660
Mar 4, 2025
The liberal party seem to be ANTI Canadian . Send these people home to apply from there.
The liberal party seem to be ANTI Canadian . Send these people home to apply from there.
Us-vs-them framing positioning liberals as anti-Canadian, with implicit call to deport immigrants.
psss9925
Feb 27, 2026
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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)