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
Please don't sugarcoat it I'll eat that too ?\n\nEdit: I love this country where I am,\nThis land is where I make my stand.\nNo other heart is truer then,\nThe one we call Canadian!
Please don't sugarcoat it I'll eat that too ?\n\nEdit: I love this country where I am,\nThis land is where I make my stand.\nNo other heart is truer then,\nThe one we call Canadian!
Uses humorous wordplay ('sugarcoat/eat') followed by patriotic identity assertion in poetic form.
@Dopinders_Taxi
Mar 4, 2025
That’s some big talk tough guy! We better hope he doesn’t really get upset and call us more names lol as that’s all he can do, and stop biting the hand that feeds you, as …
That’s some big talk tough guy! We better hope he doesn’t really get upset and call us more names lol as that’s all he can do, and stop biting the hand that feeds you, as your military would be helpless against us (not that we want that anyway, but yall need to chill)!
Uses sarcasm and ironic commentary about Trump's capabilities while making a comparative military reference with a joking tone.
@Faasteddy7099
Mar 4, 2025
Trump is like an elephant in a china shop, and we are the china.
Trump is like an elephant in a china shop, and we are the china.
Uses metaphorical comparison to critique Trump's approach as reckless and damaging to Americans through ironic imagery.
@philosopher2king
Mar 4, 2025
What? He’s not in blackface?\n\nThe substitute theater teacher is confused as to who is the vassal.
What? He’s not in blackface?\n\nThe substitute theater teacher is confused as to who is the vassal.
Uses sarcasm and ironic reference to Trudeau's past blackface controversy to mock his authority and credibility.
@icouce
Mar 4, 2025
The FSB investment in Agent Krasnov are really paying off!
The FSB investment in Agent Krasnov are really paying off!
Sarcastic accusation using irony to mock perceived Russian influence in the video or discussion.
@joopdesmit
Mar 4, 2025
Come get trump yall, put him in your prison since our Wimpy senators won't put him in a cell here.
Come get trump yall, put him in your prison since our Wimpy senators won't put him in a cell here.
Sarcastic suggestion to Canada to imprison Trump, using ironic tone to critique U.S. political system.
@uhlfam2011
Mar 4, 2025
Way to go USA. God blessed u with Trump, his buffoonery is showing???
Way to go USA. God blessed u with Trump, his buffoonery is showing???
Sarcastic commentary on Trump's leadership using ironic religious framing and mockery.
@godwinturyamureeba
Mar 4, 2025
Welcome to Canindia
Welcome to Canindia
Sarcastic portmanteau 'Canindia' mocking the demographic shift and cultural composition of Canada.
King_Chris4876
Jan 28, 2026
??????what a clown ???????
??????what a clown ???????
Dismissive comment using exaggerated punctuation and name-calling in a mocking tone.
@norinretrescu2474
Mar 4, 2025
Hey, this guy ain’t so bad.\nMaybe he should be US President
Hey, this guy ain’t so bad.\nMaybe he should be US President
Uses ironic suggestion that a Canadian leader should be US president as backhanded compliment/satire.
@orbitaljellyfish808
Mar 4, 2025
Trudeau for US PRESIDENT!
Trudeau for US PRESIDENT!
Absurdist suggestion that a Canadian PM run for US president, likely intended as ironic commentary on cross-border politics.
Humor / Satire
0.80
@vrico80
Mar 4, 2025
Speaking from USA … can we swap leaders, please ?
Speaking from USA … can we swap leaders, please ?
Humorous request to swap leaders between USA and Canada, using ironic tone to critique both governments.
@mattwells8832
Mar 4, 2025
Let’s trade. All dems move to Canada and all conservatives move to USA. Trade war settled !!
Let’s trade. All dems move to Canada and all conservatives move to USA. Trade war settled !!
Sarcastic proposal to resolve political divisions through population swaps, using ironic framing.
@GuadaneroAT
Mar 4, 2025
Cant buy the dip? Then make the dip I guess... ?
Cant buy the dip? Then make the dip I guess... ?
Uses cryptic wordplay and sarcasm to comment on economic hardship or market conditions.
Humor / Satire
0.80
@TheeDudee
Mar 4, 2025
the only time Americans support foreign country punishing America.
the only time Americans support foreign country punishing America.
Uses ironic observation about American support for foreign punishment of America as satirical commentary.
Humor / Satire
0.80
@FOB4America
Mar 4, 2025
JD Vance yells at Zelenskyy and says, ‘ PWEASE SAY THANK YOU TO AMERICA ‘ and yet they didn’t do that much to defend Ukraine against Russia lol
JD Vance yells at Zelenskyy and says, ‘ PWEASE SAY THANK YOU TO AMERICA ‘ and yet they didn’t do that much to defend Ukraine against Russia lol
Uses mocking tone and exaggerated capitalization to satirize American entitlement while critiquing insufficient Ukraine support.
@salvajito23
Mar 4, 2025
I wonder if he called Donald an idiot in french too.
I wonder if he called Donald an idiot in french too.
Joking reference to Trudeau's alleged French-language insult, using humor to critique his behavior.
@Life_Is_A...
Mar 4, 2025
What would GOP do if Idiot Trump were a Democrat?
What would GOP do if Idiot Trump were a Democrat?
Commenter uses rhetorical sarcasm to critique perceived double standards in how Trump is treated compared to hypothetical Democratic equivalent.
@thanh0378
Mar 4, 2025
Vaheen Guruji Godhe pe, Khalistaaniis mere 'lo,'de pe 😂😂😂
Vaheen Guruji Godhe pe,
Khalistaaniis mere 'lo,'de pe
😂😂😂
Appears to be a joke or satirical comment in Punjabi with emojis, likely mocking or commenting ironically on identity/political themes.
Humor / Satire
0.80
FreeMovies647
Jan 28, 2026
bro you're not gonna get stabbed in Montreal calm down
bro you're not gonna get stabbed in Montreal calm down
Dismissive, sarcastic response to fear-mongering about safety in Montreal.
Humor / Satire
0.80
RealMasterKush420
Jan 29, 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)