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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 12 of 222
This guy on the bike doesn't give a shit ahhahahahahahaha
This guy on the bike doesn't give a shit ahhahahahahahaha
Casual, joking observation about someone on a bike with laughing emoji, no substantive claim.
SamuraiRyosuke Jan 28, 2026
Canada will need their new border security actions after US citizens start hoarding eggs from Canada.????
Canada will need their new border security actions after US citizens start hoarding eggs from Canada.????
Uses joking tone and emoji to satirize potential cross-border resource hoarding as a humorous consequence.
@msaar1303 Mar 5, 2025
Hahahahahahahah to ALL American’ts ?
Hahahahahahahah to ALL American’ts ?
Laughing response with wordplay ('American'ts') mocking Americans, clearly satirical.
@djRickyGeneral1 Mar 4, 2025
They call him bologna lips
They call him bologna lips
Brief insulting nickname ('bologna lips') presented as casual mockery or joke.
@coonhound7937 Mar 4, 2025
''They never even cover the window , They walk naked and its kind of embarrasing '' Says the Naked guy on the street
''They never even cover the window , They walk naked and its kind of embarrasing '' Says the Naked guy on the street
Uses ironic sarcasm by quoting a hypocritical complaint about immigrants' behavior while describing the complainer's own inappropriate conduct.
AkashdeepSingh-un1pp Nov 3, 2025
Who needs the kwikimart, I doooooooooo 🎵
Who needs the kwikimart, I doooooooooo 🎵
Reference to Simpsons character/song, using pop culture humor unrelated to substantive immigration discussion.
snappey Feb 5, 2026
Where are the pest specialists when you need them?!
Where are the pest specialists when you need them?!
Uses dehumanizing metaphor ('pest specialists') as dark humor/satire about immigrants.
mmm-3737 Jan 27, 2026
2:33 homie, be colder than a motherfucker 😂
2:33 homie, be colder than a motherfucker 😂
Casual joke with laughing emoji reacting to a moment in the video with no substantive immigration commentary.
Jeeppeeps Jan 28, 2026
Kudos to Trudeau, you really pants'd the orange douchey baguette ?
Kudos to Trudeau, you really pants'd the orange douchey baguette ?
Sarcastic, insulting humor praising Trudeau for embarrassing Trump through wordplay and crude language.
@titusrider7948 Mar 4, 2025
Just give us Alberta! We'll take great care of it 😘
Just give us Alberta! We'll take great care of it 😘
Uses ironic humor with a kiss emoji to make a joking claim about taking over a Canadian province.
AmericanImperialism Jan 28, 2026
Mélanie Joly's mascara is much better than JD Vance's.
Mélanie Joly's mascara is much better than JD Vance's.
Joking comparison of appearance between Canadian and American political figures, unrelated to substantive policy.
@LeGuyLachance Mar 4, 2025
Governor Trudeau sounds funny…
Governor Trudeau sounds funny…
Humorous comment mocking Trudeau's title as 'Governor' rather than Prime Minister, using ironic wordplay.
@Drkp23 Mar 4, 2025
Truly gone CRAY CRAY ??
Truly gone CRAY CRAY ??
Sarcastic/joking comment using exaggerated language ('CRAY CRAY') to mock the situation.
@hermanmunster714 Mar 4, 2025
Oh yah, they are all working at the 711 and other gas stations 😂
Oh yah, they are all working at the 711 and other gas stations 😂
Comment uses sarcasm and stereotyping (711/gas station workers) as ironic commentary on immigrant employment.
GashoguMuturi-g8z Jan 28, 2026
Hahahahahahaha
Hahahahahahaha
Laughter response with no substantive content, indicating amusement or mockery of the video or previous comments.
PresleyDriscoll-j2p Jan 27, 2026
51st state - elbows fown 😂😂😂
51st state - elbows fown 😂😂😂
Joking reference to Canada becoming the 51st US state with casual emoji, using sarcasm about immigration policy.
Whatever249 Feb 11, 2026
How do you spell stoopid? T R U M P. Not to forget V A N C E.
How do you spell stoopid? T R U M P. Not to forget V A N C E.
Uses wordplay and sarcasm to mock Trump and Vance, off-topic to immigration.
@E.Cummings Mar 4, 2025
Booooooohooooooooo! Oh im so sad for Justin ohhhoooohhh noooooo! Why TRUMP!? WHY!!? ??????
Booooooohooooooooo! Oh im so sad for Justin ohhhoooohhh noooooo! Why TRUMP!? WHY!!? ??????
Uses exaggerated mock-mourning and sarcasm to ridicule sympathy for a political figure.
@ReverendAlfSharpton Mar 4, 2025
Oh noooooooo my maple syrup is going to cost 25% more ?
Oh noooooooo my maple syrup is going to cost 25% more ?
Sarcastic comment about tariff impacts on maple syrup prices, using exaggerated concern as comedic commentary on trade consequences.
@AreeaYassan Mar 4, 2025
Hhh greatest country on earth good one buddy
Hhh greatest country on earth good one buddy
Sarcastic dismissal of Canada as 'greatest country on earth,' using irony to critique the nation.
ghaithgh7729 Feb 26, 2026
« Prev 12 / 222 Next »

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Category Distribution

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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)