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
Save us!\n- Your downstairs crack house neighbor.
Save us!\n- Your downstairs crack house neighbor.
Self-deprecating joke about Canada as a 'downstairs crack house neighbor,' using sarcasm and irony to comment on the situation.
Humor / Satire
0.85
@jessefowler2733
Mar 5, 2025
Native americans : 😂
Native americans : 😂
Uses emoji and ironic commentary to satirize the historical irony of Native Americans' perspective on immigration to Canada.
Humor / Satire
0.85
GelloMello-j9z
Oct 4, 2025
You mean a bunch of sukhjinders were commiting fraud? No way!!
You mean a bunch of sukhjinders were commiting fraud? No way!!
Sarcastic comment using ethnic stereotyping (name-based mockery) to sarcastically dismiss fraud allegations, combining ironic humor with identity-based framing.
wozy
Oct 7, 2025
Sorry there is no incoherent ramblings on this speech so it must be false news. Who is this person who speaks straight and to facts … clearly a danger to making America great.
Sorry there is no incoherent ramblings on this speech so it must be false news. Who is this person who speaks straight and to facts … clearly a danger to making America great.
Sarcastic commentary inverting expectations—praising coherence and facts while sarcastically framing them as dangerous, mocking political discourse.
Humor / Satire
0.85
@TheAstrologicalBuddhist
Mar 5, 2025
If you’re really quiet you can hear the champagne corks popping in the Kremlin.
If you’re really quiet you can hear the champagne corks popping in the Kremlin.
Uses ironic, sarcastic imagery (Kremlin champagne) to mock geopolitical implications, employing dark humor.
Humor / Satire
0.85
@red_donut5894
Mar 4, 2025
It's funny all the white immigrants ( who migrated to America/canada/australia and wiped out the original culture and people, are so afraid about the massive immigration 😂
It's funny all the white immigrants ( who migrated to America/canada/australia and wiped out the original culture and people, are so afraid about the massive immigration 😂
Ironic commentary using historical comparison to critique perceived hypocrisy in immigration attitudes, marked by laughing emoji.
prateekbhardwaj9943
Oct 6, 2025
Go check Trudeau’s basment or his bedroom 😂
Go check Trudeau’s basment or his bedroom 😂
Uses sarcastic humor and innuendo directed at Prime Minister Trudeau with a laughing emoji.
Humor / Satire
0.85
shan-r6p7l
Oct 3, 2025
Sooooo scary..the mighty justin is angry
Sooooo scary..the mighty justin is angry
Mocking commentary using sarcasm ('mighty justin is angry') to dismiss Canadian political response as ineffectual.
Humor / Satire
0.85
@sanh595
Mar 5, 2025
The old ladies in the temple are the worst bunch 😅
The old ladies in the temple are the worst bunch 😅
Light-hearted, humorous observation about elderly temple attendees with emoji indicating comedic intent.
Humor / Satire
0.85
karthikckrishna
Oct 5, 2025
It is Mumbai’s heaven!
It is Mumbai’s heaven!
Sarcastic one-liner comparing Canada to Mumbai, using ironic commentary on immigration demographics.
Humor / Satire
0.85
ICXC_NIKA7
Oct 3, 2025
Why is it so hard in Brampton to buy deodorant
Why is it so hard in Brampton to buy deodorant
Rhetorical question using ironic humor to make a derogatory stereotype about immigrants in Brampton.
Humor / Satire
0.85
xphaisalx
Oct 5, 2025
I think it's great,keep them elbows up and enjoy the cultural enrichment. It should be mandatory for all leftists to take a 6 pack of them into their homes .
I think it's great,keep them elbows up and enjoy the cultural enrichment. It should be mandatory for all leftists to take a 6 pack of them into their homes .
Uses sarcasm and ironic suggestion to mock progressive immigration supporters through exaggerated proposal.
Humor / Satire
0.85
olivermeier2949
Oct 2, 2025
As per usual, Trump is doing stupid shit because he is stupid.
As per usual, Trump is doing stupid shit because he is stupid.
Sarcastic dismissal of Trump's actions using exaggerated language ('stupid shit because he is stupid') for comedic effect.
@timhurst1350
Mar 5, 2025
What a nice comedy
What a nice comedy
Characterizes the video or speech as comedy, suggesting ironic or satirical interpretation of the content.
Humor / Satire
0.85
@ii.1.1
Mar 5, 2025
Trump only mad cause canada won the hockey game
Trump only mad cause canada won the hockey game
Uses sarcastic humor to dismiss Trump's criticism by attributing it to a hockey game loss rather than substantive policy disagreement.
Humor / Satire
0.85
@freelineskates5180
Mar 5, 2025
Canadian and Americans now talk about immigrants 😂😂their fathers also immigrants.. 😬😬😬 where is now original American s--red Indians 🎉
Canadian and Americans now talk about immigrants 😂😂their fathers also immigrants.. 😬😬😬 where is now original American s--red Indians 🎉
Uses ironic humor and emojis to mock the hypocrisy of immigrants criticizing immigrants, comparing historical and current immigration.
binoyk7516
Oct 2, 2025
I like how he thinks we can afford anything anyways
I like how he thinks we can afford anything anyways
Uses sarcastic humor to critique Trump's economic policies and spending priorities, implying unrealistic or reckless financial decisions.
@lucasharder3745
Mar 5, 2025
The ole racist that says they don’t pay any taxes is confusing Indian from India with native Americans lmfao 😂
The ole racist that says they don’t pay any taxes is confusing Indian from India with native Americans lmfao 😂
Mocking commentary using humor and emoji to ridicule another commenter's apparent confusion between Indian immigrants and Native Americans.
boomtsstbahhoughahh
Oct 3, 2025
it is the very and most wonferdull of mirth and fun and frivoility to see the angry carrott and the big strawbery put the sacrae to the people in the malls loI laugh very much …
it is the very and most wonferdull of mirth and fun and frivoility to see the angry carrott and the big strawbery put the sacrae to the people in the malls loI laugh very much and have much od the fun time
Uses absurdist language, nonsensical phrasing, and mocking tone to satirize political figures through comedic exaggeration.
Humor / Satire
0.85
@SabehHenzrati
Mar 4, 2025
I like how Trump is so insane that he made Trudeau look badass, lol
I like how Trump is so insane that he made Trudeau look badass, lol
Uses comedic irony to compare Trudeau's image favorably against Trump's perceived extremism.
@His_Name_was_Cody
Mar 5, 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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