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
Does this mean I might get a job at Tim Hortons
Does this mean I might get a job at Tim Hortons
Sarcastic comment about job availability using humor to critique immigration policy's economic impact.
thanksgreenfield7365
Jan 16, 2026
That guy with the reflector jacket is dumb as a bicker of dead shrimp. So dumb all he can be is racist 😂😂😂. Just so he doesn't feel left out😂😂😂. Foreigners, please go to USA, …
That guy with the reflector jacket is dumb as a bicker of dead shrimp.
So dumb all he can be is racist 😂😂😂. Just so he doesn't feel left out😂😂😂.
Foreigners, please go to USA, Canada, Europe etc and claim what these whit colonizing bastards stole from ur ancestors and land to build theirs. 😂😂😂
Please rush to claim and kick them out 😂😂😂
Uhmm, who said America is the greatest country in the world?😂😂😂
Shit hole that place. Oh wait, they steal and plunder from others for money and wealth. White people in power I tell u😂😂😂😂
Uses sarcasm and ironic humor throughout (laughing emojis, exaggerated claims) while making identity-based critiques of Western colonialism and racial dynamics.
khalidedros743
Jan 27, 2026
Putin is laughing at trump right now. Laughing at the United States. Thinking what an idiot trump is. He is playing right into my hands.
Putin is laughing at trump right now. Laughing at the United States. Thinking what an idiot trump is. He is playing right into my hands.
Uses sarcastic, exaggerated tone mocking Trump's intelligence while expressing geopolitical anxiety about Putin's intentions.
@reneesimerale
Mar 4, 2025
This guy , kissing King Charles 3rd's Gilded feet . C'mon , you all watch Southpark right ?? Nobody gave a rats ass about Canada in 1998
This guy , kissing King Charles 3rd's Gilded feet . C'mon , you all watch Southpark right ?? Nobody gave a rats ass about Canada in 1998
Uses South Park reference and sarcasm to mock Trudeau's diplomatic gestures while asserting Canada's historical irrelevance.
@FurthermoreJack
Mar 4, 2025
Everyone in the comments are political genius’s apparently. WE WILL TAKE THE $200 BILLION of FREE CASH FROM CANADA. FAFO ??
Everyone in the comments are political genius’s apparently. WE WILL TAKE THE $200 BILLION of FREE CASH FROM CANADA. FAFO ??
Sarcastic commentary mocking political commenters while using ironic language ('FAFO') to critique Canada-US relations.
@Albino_Paleta
Mar 4, 2025
What a pusss. ?
What a pusss. ?
Brief dismissive comment using slang ('pusss') and emoji in a mocking tone, functioning as sarcastic commentary.
Humor / Satire
0.75
@Bobbyfromarkadelphia
Mar 4, 2025
The only thing I have that's from Canada is maple syrup and that already cost $20 for a little bottle
The only thing I have that's from Canada is maple syrup and that already cost $20 for a little bottle
Sarcastic complaint about Canadian maple syrup prices using exaggeration and ironic tone to critique economic costs.
@mortirius1
Mar 4, 2025
Forget McCathy’s “ Reds under the Bed “ there is one in the Whitehouse ?
Forget McCathy’s “ Reds under the Bed “ there is one in the Whitehouse ?
Sarcastic reference to McCarthyism using wordplay to suggest communist infiltration of the White House, blending satire with political anxiety.
@ErnieBurt
Mar 4, 2025
Bruh we got autos(tuktuk) in canada...🔥,daym development
Bruh we got autos(tuktuk) in canada...🔥,daym development
Playful, informal comment using slang and emojis to make a lighthearted observation about cultural/economic development.
Humor / Satire
0.75
y3x7ooo
Jan 27, 2026
are we Great, yet? ,?
are we Great, yet? ,?
A cryptic, sarcastic question using punctuation and phrasing that suggests ironic commentary on national greatness or political slogans.
Humor / Satire
0.75
@L1a7even
Mar 4, 2025
Dumb bicycle guy “All the Good white peoples are gone and All trash left” So what’s he doing there?? Go to Unites State and tell the good white people to feed him and his family. …
Dumb bicycle guy “All the Good white peoples are gone and All trash left” So what’s he doing there?? Go to Unites State and tell the good white people to feed him and his family. Ohh That idiot can’t afford to live with same “Good white people” because it’s expensive and they throw away trash like him out on streets.
Uses sarcastic mockery to critique a commenter's racial nostalgia, pointing out the logical inconsistency of their position through ironic commentary.
Siddharth-555-e5
Jan 29, 2026
I wanna get an indian lady boonnchattttttttt😂😂😂
I wanna get an indian lady boonnchattttttttt😂😂😂
Sexually suggestive joke with exaggerated spelling and emojis, functioning as crude humor commentary.
Humor / Satire
0.75
abandonedtownexplorations8736
Jan 27, 2026
Browntown, Canadindian.
Browntown, Canadindian.
Uses sarcastic portmanteau ('Browntown, Canadindian') to mock demographic change through wordplay and ironic commentary.
MrGuit12
Oct 4, 2025
Bright yellow and blue car for trafficking. Not suspicious at all.😂
Bright yellow and blue car for trafficking. Not suspicious at all.😂
Uses sarcasm and emoji to mock a car's appearance with an insinuation about trafficking, blending humor with an unfounded accusation.
adamgibson473
Jan 28, 2026
Hahah Adolf Trudeau and CNN what a horror
Hahah Adolf Trudeau and CNN what a horror
Uses sarcastic comparison and hyperbolic language (Adolf Trudeau) to mock leadership and media, combining satire with criticism.
@Lucas-vj8rr
Mar 4, 2025
🎉 ES. "Vote for me" movements !🎉
🎉 ES. "Vote for me" movements !🎉
Sarcastic commentary using emojis to mock political movements or voting campaigns, likely referencing immigration-related political messaging.
Humor / Satire
0.75
josbtheonlinebartender2002
Jan 28, 2026
Putin, compramat…..Trump
Putin, compramat…..Trump
Cryptic, fragmented comment using shorthand (compramat, Putin, Trump) in apparent satirical or sarcastic manner.
Humor / Satire
0.75
@karenconley9807
Mar 4, 2025
Get ready Canada for some Indian toe food in your restaurants. Your food will definitely smell like punjabi
Get ready Canada for some Indian toe food in your restaurants.
Your food will definitely smell like punjabi
Uses sarcasm and stereotyping about food culture to mock or comment on cultural change, with a dismissive tone.
changochichonchannel6496
Jan 27, 2026
Immigrant complaining about immigration 😂😂😂. Btw current immigration is not as brutal as previous were.
Immigrant complaining about immigration 😂😂😂. Btw current immigration is not as brutal as previous were.
Uses ironic observation about an immigrant criticizing immigration policy, with comparative historical framing about past immigration severity.
mahabharat_101
Jan 25, 2026
The guy on the bike was Based
The guy on the bike was Based
Slang reference ('Based') to a person in the video, likely expressing approval in an ironic or joking manner.
vasyls1767
Jan 28, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)