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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Humor / Satire
4,434 comments
We don't want your products Sir! We don't need your dirty oil! We don't need your whisky either! Lol!
We don't want your products Sir! We don't need your dirty oil! We don't need your whisky either! Lol!
Humorous rejection of American products using exaggeration and 'Lol' to mock Trump's trade threats.
@freespiritedsoul68
Mar 4, 2025
"What do the native Canadians think" then he goes and talks to white ppl like bro they immigrants to this land 😂😂
"What do the native Canadians think" then he goes and talks to white ppl like bro they immigrants to this land 😂😂
Uses ironic humor to critique the framing of 'native Canadians' as white people, pointing out the contradiction with laughter.
Lakota_1478
Mar 1, 2026
That dude on the bike 😂😂😂😂
That dude on the bike 😂😂😂😂
Brief comedic reaction to a person featured in the video, using emoji to signal amusement.
branjustoc6675
Jan 27, 2026
Jajajaja. El "mejor país del mundo"
Jajajaja. El "mejor país del mundo"
Uses sarcastic laughter and ironic quotation marks to mock Canada's self-perception as the 'best country in the world.'
edwinxaviernarvaezvillamar7213
Feb 24, 2026
Oh no the economy stopped growing because you stopped trucking in loaded bank accounts with no other consideration. Cry me a river.
Oh no the economy stopped growing because you stopped trucking in loaded bank accounts with no other consideration.
Cry me a river.
Sarcastic commentary dismissing economic concerns about immigration with ironic tone ('Cry me a river').
larrymunn5279
Feb 11, 2026
Canada will be our 51 st state !!!!!
Canada will be our 51 st state !!!!!
Uses hyperbolic satire about Canadian annexation, likely mocking US expansionism or Canadian sovereignty concerns.
@hector8267
Mar 4, 2025
Y'all are dorks watch how Trump helps out US
Y'all are dorks watch how Trump helps out US
Dismissive mockery ('dorks') combined with sarcastic prediction about Trump's benefits, primarily comedic in intent.
@duckfartnation7388
Mar 4, 2025
Why care about new rules? I'm never going back 😂
Why care about new rules? I'm never going back 😂
Uses humor and emoji to dismiss USA travel concerns while implicitly preferring Canada.
selenawolf2466
Dec 9, 2025
aaaaahhh good ol bramladesh.
aaaaahhh good ol bramladesh.
Sarcastic renaming of Brampton as 'Bramladesh' to mock its demographic composition.
HelpButtonIsBesideMe
Jan 27, 2026
tell that hick to review our CRA statements if he thinks we don't pay taxes hahaha
tell that hick to review our CRA statements if he thinks we don't pay taxes hahaha
Uses sarcastic humor ('hahaha') to mock the claim that immigrants don't pay taxes, implying they do contribute economically.
menacer-oi2bg
Sep 20, 2025
Didn’t you know? To combat a housing shortage and a high unemployment rate you simply add more people! Are you stupid?
Didn’t you know? To combat a housing shortage and a high unemployment rate you simply add more people! Are you stupid?
Uses sarcastic rhetorical question ('Are you stupid?') to mock the logic of immigration policy during housing/employment crisis.
bobmatt1966
Jun 18, 2025
I think you should rebudget all that border money and build a wall- to keep us out. Then turn off the power a couple hours a day. They’ll get the pictures.
I think you should rebudget all that border money and build a wall- to keep us out. Then turn off the power a couple hours a day. They’ll get the pictures.
Sarcastically suggests building a wall and cutting power as deterrents, using ironic commentary on border security.
@tabithabrewsterotoole6946
Mar 4, 2025
Enjoy multiculturalism 😂😂🎉
Enjoy multiculturalism 😂😂🎉
Uses sarcastic emojis to mock multiculturalism, employing ironic commentary on immigration.
aleics25
Jan 28, 2026
Trump is a Hoser!
Trump is a Hoser!
Lighthearted insult using Canadian slang ('Hoser') as humorous criticism of Trump.
Humor / Satire
0.82
@joeguzmanguzman
Mar 4, 2025
You should do some more videos in Canada dude! Lots to choose from. You’re intense for getting smuggled 😂
You should do some more videos in Canada dude! Lots to choose from. You’re intense for getting smuggled 😂
Joking tone with emoji and playful reference to 'smuggled,' combined with a light suggestion for more content.
Nerftheworld
Jan 27, 2026
“I don’t have the $6,000 but I got a knife from the gas station” -Tyler Oliveira
“I don’t have the $6,000 but I got a knife from the gas station”
-Tyler Oliveira
Quotes a content creator (Tyler Oliveira) in a sarcastic, humorous way to comment on immigration-related crime narratives.
pauldesmond6741
Feb 8, 2026
"Canada's tighter immigration policy *UNITES* the country". There, I fixed the title for you.
"Canada's tighter immigration policy *UNITES* the country". There, I fixed the title for you.
Sarcastic reframing of the video title to suggest immigration restrictions unite rather than divide the country.
PixxelNomad
Feb 11, 2026
Watch for Smith to star in a new movie: "The Gripes of Rath".
Watch for Smith to star in a new movie:
"The Gripes of Rath".
Satirical movie title pun ('Gripes of Rath' playing on 'Grapes of Wrath') mocking Premier Smith.
Humor / Satire
0.82
@rickbaker8188
Feb 20, 2026
Well said, Comrade. Besides, who needs America. Right? They can just go it alone and suffer from having all those resources on which to survive just fine for centuries. Unlike Canada.
Well said, Comrade. Besides, who needs America. Right? They can just go it alone and suffer from having all those resources on which to survive just fine for centuries. Unlike Canada.
Uses sarcasm and ironic tone ('Comrade') to mock US self-sufficiency claims while comparing Canada's advantages, employing satirical commentary.
@praisegod4538
Mar 4, 2025
Was Trump there?? Ha ha ha ha!!!!!dumb a$$e$???
Was Trump there?? Ha ha ha ha!!!!!dumb a$$e$???
Sarcastic joke questioning Trump's presence at the event, with mocking laughter and name-calling for comedic effect.
Humor / Satire
0.82
@LonnieDale-s4n
Mar 4, 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)