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
Search & Filter
Solidarity
4,947 comments
love you Trump for thinking of America first.
love you Trump for thinking of America first.
Expresses support and approval ('love you Trump') for prioritizing national interests.
@friendryan
Mar 4, 2025
Americans are not stupid as we know going against the establishment wasn't going to be easy. We stand with Trump as he's cleaning up the mess democrats put us in.
Americans are not stupid as we know going against the establishment wasn't going to be easy. We stand with Trump as he's cleaning up the mess democrats put us in.
Expresses support for Trump as an anti-establishment figure and solidarity with his supporters, framing him as a reformer.
@shaneprice6084
Mar 4, 2025
That's okay we will pay the increase. We don't mind
That's okay we will pay the increase. We don't mind
Expresses willingness to accept economic costs (tariffs) as a show of support and solidarity with Canada's position.
@edseavervinuesa-mz6gi
Mar 4, 2025
Do what you have to do Canada I'm American mango Mussolini is just stupid!!\n\nHe's a greedy evil racist narcissistic misogynist and blatant liar. Really all the tariffs are is a poor person's text is meant …
Do what you have to do Canada I'm American mango Mussolini is just stupid!!\n\nHe's a greedy evil racist narcissistic misogynist and blatant liar. Really all the tariffs are is a poor person's text is meant to hurt confused ? and there's no point in that? \n\nFentanyl is no more dangerous or available than any other drug that has ravaged America in the world. If the people don't take it there is no problem no one is forced. Go Canada go God bless.
Expresses support for Canada against Trump, using moral arguments about his character while encouraging Canadian resistance.
@Mackdez
Mar 4, 2025
sharp inhales aside, fuck yeah
sharp inhales aside, fuck yeah
Expresses enthusiastic support with casual language and humor, showing solidarity with the speaker's position.
@byne2347
Mar 4, 2025
The guy on the bike is awesome. True Canadian
The guy on the bike is awesome. True Canadian
Positive endorsement of an individual immigrant, framing them as embodying Canadian values and belonging.
joemiskimmins3599
Jan 27, 2026
Not sure why its surprising that Canadians are united against this trade war. We dont put up with this ? ?! The absolute gall of America to blame fentanyl on Canada, when it has been …
Not sure why its surprising that Canadians are united against this trade war. We dont put up with this ? ?! The absolute gall of America to blame fentanyl on Canada, when it has been killing Canadians since 2016. Lets not even touch on the illegal guns imported in from the US. They certainly arent hopping on a plane from Mexico. Just wait for whats coming, as Our Allies are watching us and we are aligned with the world on our side ???
Expresses Canadian unity against trade war while critiquing US policy on fentanyl and guns, emphasizing international alliance support.
@guavanectarforever
Mar 4, 2025
Racists always say Indians don’t pay taxes but they pay more taxes than all the racists put together. Just because you don’t have any Indian friends doesn’t mean they stay among themselves only. They live …
Racists always say Indians don’t pay taxes but they pay more taxes than all the racists put together. Just because you don’t have any Indian friends doesn’t mean they stay among themselves only. They live among white, black, Asian.
Defends immigrants against stereotypes about tax payment and social integration, expressing support while countering alleged racist claims.
kentclark9740
Sep 19, 2025
I STAND WITH CANADA AND ALL OF OUR ALLIES! More than half of Americans did not vote for this privileged, greedy, out-of-touch mess of an administration, and we will be letting them know it for …
I STAND WITH CANADA AND ALL OF OUR ALLIES! More than half of Americans did not vote for this privileged, greedy, out-of-touch mess of an administration, and we will be letting them know it for the next four years!
Expresses support for Canada and allies while sympathizing with Americans opposed to Trump, emphasizing collective resistance.
@krishipps60
Mar 4, 2025
Canada -- Congratulations to you for not supporting Putin's puppy. Trump's damned fool supporters deserve the results of their meanness and boundless stupidity. Too bad farmers, Cubans, anti-immigrant racists, holy rollers, misogynists, and fools. You …
Canada -- Congratulations to you for not supporting Putin's puppy. Trump's damned fool supporters deserve the results of their meanness and boundless stupidity. Too bad farmers, Cubans, anti-immigrant racists, holy rollers, misogynists, and fools. You go, Trudeau. Trump cannot be trusted in any way. Born damaged. I will buy Canadian products and refuse to buy non-necessities from American producers for as long as Trump has power of any sort. Trump is working for Russia and the Republicans are helping him. I don't forget those who attack my family. TRUMP WORKS FOR RUSSIA.
Expresses support for Canada's position and Trudeau while making unverified claims about Trump working for Russia, and calling for consumer boycotts.
@janicewolk6492
Mar 4, 2025
I wanna be friends with that dude on the bike. Finally a truthful canuck
I wanna be friends with that dude on the bike. Finally a truthful canuck
Expresses personal connection and support for someone perceived as authentically Canadian and truthful on immigration.
AnadroJ_TV
Jan 27, 2026
Many people they just take advantage their failure to conflict that that’s how they benefit anyhow I hope we all get along together without blaming anybody
Many people they just take advantage their failure to conflict that that’s how they benefit anyhow I hope we all get along together without blaming anybody
Calls for unity and avoiding blame, expressing hope for peaceful coexistence despite unclear references.
somalicanadianshow
Aug 25, 2025
Based bike guy holy moly we need more like him
Based bike guy holy moly we need more like him
Expresses approval and support for an individual (likely an anti-immigration figure), using casual language and enthusiasm.
kaylap4924
Jan 27, 2026
Canada sarkar you are doing great job and you are a great PM Canada Mark carney I am proud to be canadian
Canada sarkar you are doing great job and you are a great PM Canada Mark carney I am proud to be canadian
Expresses pride in Canadian identity and support for government actions, though the sarcasm is ambiguous.
Raju-ql5fh
Sep 29, 2025
Good response to ass hole Trump
Good response to ass hole Trump
Expresses support for Canada's response to Trump, with a mildly insulting tone toward Trump.
@AbdullahiYusuf-jv1ov
Mar 5, 2025
I can't defend my country no more but all oliveria said was true af 🙏😭
I can't defend my country no more but all oliveria said was true af 🙏😭
Expresses agreement and emotional support ('af 🙏😭') for a speaker's position, though the specific claim is unclear.
saritatripathi8668
Feb 3, 2026
indians are cool in my book! they are ideologically aligned with judeochristendom.
indians are cool in my book! they are ideologically aligned with judeochristendom.
Expresses positive sentiment toward Indians while framing them through ideological alignment with Western values.
suiradmajrafkin7999
Jan 28, 2026
The guy on the bike is real
The guy on the bike is real
Brief affirmation of someone being 'real,' expressing approval or validation.
Solidarity
0.72
kailakevin
Jan 27, 2026
finally grew some balls!
finally grew some balls!
Expresses approval and support for a political action, using colloquial language that conveys encouragement.
@yaopaul1590
Mar 5, 2025
I like the fat dude. He's honest af.
I like the fat dude. He's honest af.
Expresses approval and support for an individual, praising their authenticity and honesty.
PhatBoyFresh
Jan 27, 2026
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)