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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 1 of 222
Fact, bears eat beats. Bears, Beats Battlestar Galactica
Fact, bears eat beats. Bears, Beats Battlestar Galactica
References a well-known comedy sketch (The Office), using absurdist humor unrelated to immigration policy.
Aymenadhami Feb 23, 2026
😂😂😂😂what a joke
😂😂😂😂what a joke
Dismissive laughter and 'what a joke' is sarcastic commentary on the video content.
Jerry-l7c3r Jan 12, 2026
*How to Lose All Your Allies Speedrun. (Any %)*
*How to Lose All Your Allies Speedrun. (Any %)*
Meme-style joke using gaming speedrun format to satirize the US losing its international allies.
@johnthomassena4473 Mar 5, 2025
I love the bike guy, he just kept it real😂
I love the bike guy, he just kept it real😂
The comment uses laughing emoji and casual language ('kept it real') to express appreciation for someone's candid remarks in a humorous tone.
tacobabyman1215 Feb 3, 2026
Brampton ❌️ BeReHemTON😂😂
Brampton ❌️ BeReHemTON😂😂
Uses joking wordplay ('BeReHemTON') with laughing emojis to mock Brampton, employing satire rather than serious critique.
GarvDutta-p4h Sep 19, 2025
Dude on bike 😂😂😂😂😂😂
Dude on bike 😂😂😂😂😂😂
Brief comment with multiple laughing emojis responding to something in the video, indicating amusement or mockery.
terrencewilliams1572 Jan 27, 2026
Who knew it was Brampton before clicking LMAO
Who knew it was Brampton before clicking LMAO
The comment uses humor and surprise (LMAO) about the location being Brampton, suggesting ironic commentary about the video's subject matter.
antoniocoffa1144 Sep 27, 2025
this is so absurd lol
this is so absurd lol
Brief dismissive comment expressing absurdity through sarcasm/humor about the video content.
Joetradersjoe Dec 3, 2025
Okay I wasn’t ready for muffler man Hanuman 😂
Okay I wasn’t ready for muffler man Hanuman 😂
Expresses amusement at a video element ('muffler man Hanuman') using casual, joking tone with emoji.
SAM-zt2uy Jan 27, 2026
Bahahaha Bahahaha Bahahaha.
Bahahaha Bahahaha Bahahaha.
Pure laughter/amusement with no substantive content, expressing humor through repetition.
@sheilamorris-mf8pv Mar 4, 2025
Bike dude was honest to the core 😂, love it
Bike dude was honest to the core 😂, love it
The comment uses humor and emoji to express appreciation for someone's honesty, with no substantive policy or identity claim.
ikagengmmeti3532 Feb 9, 2026
Oh God, how funny that was with the Indian music and the guy talking about poop eating😂😂😂
Oh God, how funny that was with the Indian music and the guy talking about poop eating😂😂😂
The commenter is laughing at what they perceive as funny content in the video, using emojis to express amusement at the comedic elements.
Gemmalivesintheforest Feb 4, 2026
Random, but a comment I saw on a video about Tradeau and Katy Perry being official was: "They are perfect for each, because she thinks she went to space and he thinks he saved Canada." …
Random, but a comment I saw on a video about Tradeau and Katy Perry being official was: "They are perfect for each, because she thinks she went to space and he thinks he saved Canada." 🤣😂
Political joke using sarcasm and irony about a public figure, marked with laughing emojis indicating comedic intent.
lisam65-m5x Oct 17, 2025
14:38 omg, this killed me 😂😂😂
14:38 omg, this killed me 😂😂😂
Brief comment indicating amusement at a specific moment in the video, using laughter emojis.
YourHealingSoulStudio Jan 29, 2026
It's the poop eating for me 🤣🤣
It's the poop eating for me 🤣🤣
The comment uses laughing emojis and references an absurd claim as a joke, employing sarcasm about the video's content.
Culturedmassage Jan 27, 2026
Oh man, this IS dark comedy
Oh man, this IS dark comedy
The commenter is identifying the video content as dark comedy, a meta-observation about the tone and style of the material.
elrafiki5236 Jan 27, 2026
The Stable Genius strikes again.
The Stable Genius strikes again.
Sarcastic reference to Trump's self-description ('Stable Genius') used mockingly to criticize his actions.
@dlj1285 Mar 4, 2025
Dude on the bike is hilarious
Dude on the bike is hilarious
Brief comment expressing amusement at a person featured in the video using casual humor.
arfam2680 Jan 28, 2026
"Bie" had me in tears 😂
"Bie" had me in tears 😂
Comment expresses amusement at something in the video using laughing emoji and casual language, indicating comedic appreciation.
exteremeguy Jan 29, 2026
*this comment has been removed by the Canadian Government*
*this comment has been removed by the Canadian Government*
User makes a satirical joke about government censorship by mimicking a removal notice, using irony to comment on the discussion.
lloydfield9442 Jan 28, 2026
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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)