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Canadian Immigration Dashboard [ CID ]
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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
Page 220 of 222
Shout out Innada!😂
Shout out Innada!😂
Brief shout-out with laughing emoji, likely mocking or joking about a political figure or reference.
crus2334 Feb 7, 2026
That’s fair exchange no harm
That’s fair exchange no harm
Cryptic idiomatic phrase suggesting ironic or sarcastic commentary on a trade/political exchange.
@joemohan5079 Mar 4, 2025
It’s time to bring in the real Boyz in The Hoods. The Keeeelan.
It’s time to bring in the real Boyz in The Hoods. The Keeeelan.
Cryptic reference with slang ('Boyz in The Hoods', 'Keeeelan') appears to be sarcastic or joking commentary, possibly with identity-based undertones.
BIGDAVE5352 Jan 28, 2026
CNN & Castro Jr have something in common.
CNN & Castro Jr have something in common.
Cryptic sarcastic comparison between CNN and Trudeau suggesting shared negative qualities.
@theylivewesleep9607 Mar 4, 2025
Canada and Trudeau Choke on American _ _ _ _
Canada and Trudeau Choke on American _ _ _ _
Uses crude satire/innuendo to mock Canada and Trudeau's relationship with America.
@DiABETES_DaVE Mar 4, 2025
Burry you looks like Mexican thoo
Burry you looks like Mexican thoo
A flippant, likely joking comment making an ethnic appearance comparison, mixing casual mockery with possible sarcasm.
sukhjitsingh9151 Jan 29, 2026
it is canadia
it is canadia
Appears to be a sarcastic/joking reference to Canada's name ('canadia'), using wordplay for comedic effect.
soccer088 Jan 27, 2026
Life goes on Americans people winning Americans first other countries last hahaha thanks president Trump ??
Life goes on Americans people winning Americans first other countries last hahaha thanks president Trump ??
Uses sarcastic tone ('hahaha') to mock nationalist 'America First' sentiment while expressing support for Trump.
@littlearielplaytime4896 Mar 4, 2025
Ya, the o ly intelligence he's spoken in 9yrs
Ya, the o ly intelligence he's spoken in 9yrs
Brief sarcastic comment praising a leader's intelligence statement with ironic tone.
@DebraPereversoff Mar 4, 2025
Canada is but hurt
Canada is but hurt
Appears to be a play on words ('but hurt' likely for 'butthurt'), using informal sarcasm to dismiss Canada's position.
@akaashanovaTV Mar 4, 2025
Hello, my name is Levon. Can you go to Armenia please?
Hello, my name is Levon. Can you go to Armenia please?
Cryptic, seemingly sarcastic comment redirecting someone to another country in a joking manner.
MKlevon Feb 15, 2026
Trudeau is a ?
Trudeau is a ?
The incomplete question with a question mark appears to be sarcastic commentary, likely expressing criticism through rhetorical questioning rather than seeking genuine information.
@superninja8806 Mar 4, 2025
Major tarriff on touqs coming
Major tarriff on touqs coming
Appears to be a joking reference to tariffs on toques (Canadian hats), using wordplay and absurdist humor.
@waxman262 Mar 4, 2025
Don’t judge a book by his cover!
Don’t judge a book by his cover!
Brief idiomatic statement that appears to be ironic commentary on judging political figures.
@PodainaLand Mar 4, 2025
I bet Trump will mention this in one of his conferences. Mark my words 😅
I bet Trump will mention this in one of his conferences. Mark my words 😅
Speculates humorously (with emoji) that Trump will reference this video, mixing prediction with sarcasm.
Dani-tl2ln Jan 27, 2026
trump kins ave IQ 71
trump kins ave IQ 71
Mocking insult about Trump's intelligence using exaggerated formatting, intended as sarcastic attack.
@drdontpassone8164 Mar 4, 2025
They put one of their giant monkey demons in Houston , TX. Too
They put one of their giant monkey demons in Houston , TX. Too
Attempts sarcastic/absurdist humor with a derogatory reference to a specific group, though the meaning is unclear.
Pleebixx Jan 27, 2026
AMERICAN RED DIRTY PRESS C N N IN TOTAL PANIC. A NEW SHERIFF HAS ARRIVED IN TOWN, TRUMP. ?????
AMERICAN RED DIRTY PRESS C N N IN TOTAL PANIC. A NEW SHERIFF HAS ARRIVED IN TOWN, TRUMP. ?????
Sarcastic commentary about media panic and Trump's arrival, mixing irony with meta-commentary about news coverage.
@et1161 Mar 4, 2025
I think ICE agents are doing A alex"PRETTI" renee"GOOD" job!
I think ICE agents are doing A alex"PRETTI" renee"GOOD" job!
Appears to be sarcastic/satirical commentary using wordplay ('PRETTI' and 'GOOD') about ICE agents, though intent is ambiguous.
jasonviking Jan 27, 2026
YEET THE JEET
YEET THE JEET
Appears to be a derogatory slur or ethnic joke using wordplay, combining satire with identity-based framing.
Embauss Jan 27, 2026
« Prev 220 / 222 Next »

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Discourse Taxonomy

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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

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)