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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 162 of 222
Shits cooked. So cooked
Shits cooked. So cooked
Colloquial expression of hopelessness using slang, likely sarcastic commentary on the situation.
jacobbetts7388 Jan 27, 2026
DONT THREATEN US BUKO OR WE' LL RAISE IT TO 60 PERCENT YA HEARD! ?
DONT THREATEN US BUKO OR WE' LL RAISE IT TO 60 PERCENT YA HEARD! ?
Uses sarcastic, joking tone with exaggerated threat language to mock Trump's tariff threats humorously.
@exin7778 Mar 4, 2025
Canada please annex the US West Coast stares. We love you!
Canada please annex the US West Coast stares. We love you!
Jocular suggestion to annex US territory, expressing solidarity with Canada through ironic humor.
@gregdoyle6367 Mar 4, 2025
''Damn'' -Someone.
''Damn'' -Someone.
Absurdist humor attributing a generic exclamation to an unnamed person, mocking low-effort commentary.
HollowTheCommenter Jan 27, 2026
Country Status: REDEEMED
Country Status: REDEEMED
Uses ironic gaming-style language ('Country Status: REDEEMED') to satirize the video's apparent anti-immigration stance.
shmok3y Jan 27, 2026
Benedictions by Trudeau
Benedictions by Trudeau
Cryptic comment appears to be sarcastic wordplay referencing the Prime Minister in relation to immigration policy.
dwheeUSA Jan 27, 2026
Is donald trump pulling a big boss?
Is donald trump pulling a big boss?
A cryptic pop culture reference ('big boss') used sarcastically to comment on Trump's actions, employing ironic humor.
@Sandra_aschenbach_doyle Mar 4, 2025
here we go lmao
here we go lmao
Expresses amusement or ironic commentary with 'lmao' suggesting satirical tone about the topic.
dsn1460 Jan 27, 2026
I love how the guy who is waiting to be replaced is playing white knight lol
I love how the guy who is waiting to be replaced is playing white knight lol
Uses ironic commentary ('white knight') to mock Trudeau's actions as performative given his impending departure.
@wrathofscorpias Mar 4, 2025
Singh hortons
Singh hortons
Cryptic phrase combining a political name with a brand name, likely satirical wordplay or inside joke.
Ezsniper443 Jan 27, 2026
Straight Outta Brampton.
Straight Outta Brampton.
Playful reference to Brampton using a meme format ('Straight Outta'), employing humor to comment on the city mentioned in the video.
andersuberman683 Jan 27, 2026
Trump people are not from this earth!!
Trump people are not from this earth!!
Hyperbolic, sarcastic statement about Trump supporters using absurdist humor to express alienation and criticism.
@shakazulu-h1i Mar 4, 2025
So now this girly man grew a pair????? It’s a bit too late buddy. This was not your DESTINY ????
So now this girly man grew a pair????? It’s a bit too late buddy. This was not your DESTINY ????
Sarcastic mockery using gendered insults and ironic language ('grew a pair', 'DESTINY') to criticize a political figure's perceived weakness.
@kooskoos8181 Mar 4, 2025
I bet Melania was watching live ?
I bet Melania was watching live ?
Speculative joke about Melania Trump watching the speech, using humor to comment on the event.
@Timothy.365 Mar 4, 2025
Agree with former post: MAGA =Moscow Agent Governing America
Agree with former post: MAGA =Moscow Agent Governing America
Presents a sarcastic reinterpretation of MAGA as a political attack, blending wordplay with criticism.
@JeroendeWit-i3g Mar 4, 2025
Imagine your country being invaded by indians 😂
Imagine your country being invaded by indians 😂
Uses sarcastic framing of immigration as 'invasion' with laughing emoji, blending dark humor with underlying demographic anxiety.
RemDrago Jan 27, 2026
Canadian slum 😂😂😂😂
Canadian slum 😂😂😂😂
Dismissive joke characterizing Canada as a 'slum' using emoji for comedic effect.
Bollywoodhollywood2023 Dec 30, 2025
Omg you came here! Thanks so much for covering this. I was shoveling snow all day and didn’t see a single punjab with a shovel in their hand
Omg you came here! Thanks so much for covering this. I was shoveling snow all day and didn’t see a single punjab with a shovel in their hand
The comment uses sarcasm and ethnic stereotyping (Punjabi workers not shoveling snow) as comedic commentary, though with underlying identity-based framing.
nickhockey96 Jan 27, 2026
For zero Dollars I should be the minister of immigration in Canada
For zero Dollars I should be the minister of immigration in Canada
Sarcastic self-nomination as immigration minister for zero dollars, implying criticism of current management through ironic humor.
esmailahmadvand5685 Dec 28, 2025
Ooppps many have not read teumps child hood and his business history and personality, kneel before him and he will make you lick his belly button.
Ooppps many have not read teumps child hood and his business history and personality, kneel before him and he will make you lick his belly button.
Uses sarcastic, crude humor to mock Trump and his supporters, with absurdist imagery rather than substantive critique.
@mexicanosxelmundo7774 Mar 4, 2025
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Category Distribution

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Classifier Confidence

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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)