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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 214 of 222
This place is an ICE gold mine
This place is an ICE gold mine
Uses sarcastic reference to ICE (Immigration and Customs Enforcement) to mock immigration enforcement or the video's subject matter.
T3B-Gaming Jan 28, 2026
Ice Ice baby..... Let's Lear them real good!
Ice Ice baby..... Let's Lear them real good!
Sarcastic reference to 'Ice Ice Baby' combined with vague call to action, using humor and wordplay.
DonBronsconi Feb 18, 2026
Graduation American Russian , you just make ur daddy happy (putin)...
Graduation American Russian , you just make ur daddy happy (putin)...
Uses sarcastic/mocking tone with a jab at the US president's alleged loyalty to Putin, employing ironic commentary.
@kennyvuu1487 Mar 4, 2025
What is Commissaire Trump up to ?
What is Commissaire Trump up to ?
Uses sarcastic title ('Commissaire Trump') to mock or make ironic commentary about a political figure.
@frankcunningham4912 Mar 4, 2025
I hope you stuffed the knife in your prison wallet.
I hope you stuffed the knife in your prison wallet.
Appears to be dark humor/sarcasm making a crude joke, though context is unclear without video reference.
SpaceeApee Jan 28, 2026
Hmmm a President Harris not so bad now. TOO Late
Hmmm a President Harris not so bad now. TOO Late
Employs ironic commentary suggesting regret about a political alternative, with ambiguous sarcastic tone.
@darkcity2004 Mar 4, 2025
5:07 no way he is betting the allegation of being a White trash🤣
5:07 no way he is betting the allegation of being a White trash🤣
Commenter uses sarcasm and humor (emoji) to mock a moment in the video, referencing a specific timestamp.
RajivGhosh-ju1er Jan 27, 2026
Canada is becoming new Poop 💩
Canada is becoming new Poop 💩
Uses crude humor and emoji to mock Canada's immigration situation, though underlying sentiment expresses concern.
sahilkhanMK52 Feb 13, 2026
ELBOWS UP THO
ELBOWS UP THO
Cryptic humorous or sarcastic interjection, likely referencing video content or meme culture.
estebanrivera7068 Feb 18, 2026
ha ha ha keep crying all you lying devilcrats?????\n??????MAGA??????
ha ha ha keep crying all you lying devilcrats?????\n??????MAGA??????
Uses sarcasm and mocking tone with political identity markers (MAGA) to dismiss opposing viewpoints.
@metalz-u4b Mar 4, 2025
please no more durka durkas. zeroooo
please no more durka durkas. zeroooo
Uses derogatory slur and sarcasm ('zeroooo') in a mocking tone toward immigrants.
gab-o-r2c Jan 3, 2026
HaNUUUUUUman
HaNUUUUUUman
Nonsensical exclamation with exaggerated spelling, likely intended as absurdist humor or trolling.
Cobenator Jan 27, 2026
Skippy the closet boy and Roxham Rd.😅😅😅
Skippy the closet boy and Roxham Rd.😅😅😅
Uses sarcasm and emojis to mock political figures and immigration policy in a satirical manner.
jeffreybaker9165 Feb 17, 2026
The bike guy has his brain in his stomach
The bike guy has his brain in his stomach
Absurdist insult using crude humor to mock someone in the video, functioning as sarcastic commentary.
Jama3131 Mar 3, 2026
I blame Tim Hortons.
I blame Tim Hortons.
Absurdist blame directed at Tim Hortons as a humorous deflection from serious immigration debate.
oldskool1979 Feb 18, 2026
If you're not the bike guy already, you will be very soon
If you're not the bike guy already, you will be very soon
Joking prediction about becoming 'the bike guy,' using humor to comment on video content or broader patterns.
Coorsbanquetdad Jan 27, 2026
Trudeau schudeau. Like father, like son….
Trudeau schudeau. Like father, like son….
Uses wordplay and sarcasm ('Trudeau schudeau') combined with a dismissive generational comparison, primarily comedic in tone.
@l.m.m.tucker6998 Mar 4, 2025
If only we had a time machine and cameras. Oh what the world would have to say about the pale man. Ever since emerging from the caves the sunburn prone have been a menace every …
If only we had a time machine and cameras. Oh what the world would have to say about the pale man. Ever since emerging from the caves the sunburn prone have been a menace every minute. Then sit back and point fingers. The audacity is absurd.
Uses sarcastic, ironic commentary about European/white historical conduct, framed as hypothetical time-machine critique.
mikewang6782 Jan 27, 2026
PSA: That guy sending you over the border was speaking Hindi
PSA: That guy sending you over the border was speaking Hindi
Appears to be a joking or sarcastic observation about language spoken during border crossing.
gurmgurm Jan 27, 2026
oh OH ! we fuk'd
oh OH ! we fuk'd
Cryptic exclamation using casual language and abbreviation, likely sarcastic commentary on the situation discussed.
super_brainz Feb 5, 2026
« Prev 214 / 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)