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
Humor / Satire
4,434 comments
Fuck Canada lol. Never liked maple syrup anyway
Fuck Canada lol. Never liked maple syrup anyway
Uses sarcasm and joking tone to express dismissive sentiment about Canada in a lighthearted manner.
Humor / Satire
0.85
@Createnow5
Mar 4, 2025
Pretending you are Portuguese 😁.
Pretending you are Portuguese 😁.
Makes a joking comment about someone falsely claiming Portuguese identity, likely referencing the video subject.
Humor / Satire
0.85
jits
Feb 12, 2026
canadian here, its not tim hortons anymore, its singh hortons now everytime you buy coffee there you take a shit. 😂
canadian here, its not tim hortons anymore, its singh hortons now everytime you buy coffee there you take a shit. 😂
Ethnic joke using wordplay ('Singh hortons') and crude humor to mock a particular group, presented as satire.
9juwn
Jan 27, 2026
This guys a douch bag ? lmfao hahahhaha
This guys a douch bag ? lmfao hahahhaha
The comment uses sarcastic laughter and name-calling directed at someone in the video, functioning as dismissive humor rather than substantive critique.
@tylersize808
Mar 4, 2025
Canada has 2 modes:\n- We're sorry \n- We're gonna make you sorry
Canada has 2 modes:\n- We're sorry \n- We're gonna make you sorry
Uses ironic stereotyping of Canadian national character through contrasting modes of behavior presented as comedic observation.
@tomonabudget
Mar 4, 2025
*Replacement theory is fake!* 😂😂😂
*Replacement theory is fake!* 😂😂😂
Uses sarcasm and laughing emojis to mock the concept of replacement theory, employing ironic commentary.
Humor / Satire
0.85
ProduccionesMisael
Jan 27, 2026
Charging the federal govt of Canada for "moral damages"? LMAO. Where do I line up?
Charging the federal govt of Canada for "moral damages"? LMAO. Where do I line up?
Mocking response to the concept of charging the government for 'moral damages,' using sarcasm and irony.
janetkoster6243
Feb 11, 2026
happy poop festival Canada 🥰
happy poop festival Canada 🥰
Sarcastic/ironic commentary using crude humor to mock Canada or the immigration discussion.
Humor / Satire
0.85
homina.homina
Jan 27, 2026
Guy on the bike was EPIC hahahahhaha lordt 😂
Guy on the bike was EPIC hahahahhaha lordt 😂
Expresses amusement and approval of a video participant through laughter and casual commentary, treating the content as entertainment.
rainnnnnn372
Feb 5, 2026
Actually they can drive. Americans cant. Because we have to use signals & street lights etc. Instead of instinct & actually watching the road & in turn actually driving correctly.
Actually they can drive. Americans cant. Because we have to use signals & street lights etc. Instead of instinct & actually watching the road & in turn actually driving correctly.
Uses sarcastic, joking tone comparing American and Canadian driving habits with exaggerated claims about instinct versus signals.
watchinvidzwatchinvidz7691
Feb 5, 2026
wow someones ballz finally dropped
wow someones ballz finally dropped
Uses crude slang and sarcasm to humorously praise someone for taking a bold stance.
Humor / Satire
0.85
@IronHorseRadioRetroRocks
Mar 4, 2025
I think US should become the 4th territory of Canada. Putin, you can have drump and elon and their stupid dogs.
I think US should become the 4th territory of Canada. Putin, you can have drump and elon and their stupid dogs.
Absurdist joke proposing US become Canadian territory while exiling Trump and Elon, clearly satirical rather than serious political proposal.
Humor / Satire
0.85
@sososweet4656
Mar 4, 2025
There's only one road in canada
There's only one road in canada
Absurdist joke or sarcastic comment about Canada's geography, likely mocking the border dispute discussion.
Humor / Satire
0.85
@sasquatchnunu506
Mar 4, 2025
European invaders crying about Indians migrating to the country Europeans invaded and occupied is mad a funny 🤣.
European invaders crying about Indians migrating to the country Europeans invaded and occupied is mad a funny 🤣.
Uses ironic humor to critique historical hypocrisy of European colonization while commenting on current immigration debates.
ashesofhopesinabonfireofdr6341
Feb 5, 2026
he look like old boy from saw
he look like old boy from saw
Joking physical comparison between the speaker and a character from the horror film 'Saw'.
Humor / Satire
0.85
@shesochic1803
Mar 4, 2025
Hahaha the guy in the safety vest jus spiting facts.
Hahaha the guy in the safety vest jus spiting facts.
Uses humor and sarcasm ('spitting facts') to react to someone in the video.
rollinolan502
Feb 5, 2026
Listen to his voice he’s about to cry
Listen to his voice he’s about to cry
Mocking observation about the speaker's emotional state, using sarcasm.
Humor / Satire
0.85
@JoB-u1e
Mar 4, 2025
Trump is a joke not more
Trump is a joke not more
Brief dismissive joke characterizing Trump as a joke with no substantive argument.
Humor / Satire
0.85
@xerondenver
Mar 4, 2025
Singh Hortons
Singh Hortons
A play on 'Tim Hortons' using 'Singh' to make a joke about Indian immigration to Canada.
Humor / Satire
0.85
Mittens_fpv
Jan 27, 2026
Visiting Canada and India at same time is awesome 😂
Visiting Canada and India at same time is awesome 😂
Lighthearted joke about the contrast between visiting Canada and India simultaneously, using emoji to signal comedic intent.
bjolantanni992
Feb 25, 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)