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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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Meta-Commentary

3,846 comments
Page 79 of 193
yo yall are hating too much 😭
yo yall are hating too much 😭
Comment critiques other commenters' behavior rather than engaging with immigration content directly.
tejas-tech Feb 6, 2026
Russian Bots on the loose in here. ??
Russian Bots on the loose in here. ??
Observation about bot activity in the comment section, meta-commentary on other commenters.
@lisajack5364 Mar 4, 2025
Well if there is anything to learn here, it is that you should be careful what the news tell you. Even if their reporting appeal to your ideology
Well if there is anything to learn here, it is that you should be careful what the news tell you. Even if their reporting appeal to your ideology
Critiques the news outlet's reporting and editorial bias rather than addressing immigration substantively.
olowoaye Feb 11, 2026
Thanks for exposing this Tyler ❤
Thanks for exposing this Tyler ❤
Praise directed at the video creator for content exposure, functioning as meta-commentary on the video.
mmmmm1113 Feb 4, 2026
I feel like this "News" channel is just a mouthpiece for anti-immigrant, xenophobic, and sometimes downright racism but packaged to seem professional. The "reporter" lets racists spew complete lies that are easily debunked without challenging …
I feel like this "News" channel is just a mouthpiece for anti-immigrant, xenophobic, and sometimes downright racism but packaged to seem professional. The "reporter" lets racists spew complete lies that are easily debunked without challenging them.
Critiques the news channel's editorial approach and framing rather than discussing immigration policy directly.
SirSpamaIot Feb 4, 2026
That little box in the lower right hand corner should read: Address to Congress from the Current Occupent of the White House.
That little box in the lower right hand corner should read: Address to Congress from the Current Occupent of the White House.
Comment critiques the video's labeling/presentation of the speaker rather than addressing immigration or policy content.
@JoeZamora-wy4kc Mar 4, 2025
title sounds crazy
title sounds crazy
Comment is reacting to the video title itself rather than engaging with immigration content.
abd0ll43-x8e Jan 27, 2026
You lying SOB.
You lying SOB.
Brief accusation directed at the video subject or speaker, functioning as a dismissive comment on the content.
@dongreene2546 Mar 4, 2025
Just checking if you are alive now that the Epstein news are coming back 🤣
Just checking if you are alive now that the Epstein news are coming back 🤣
Off-topic comment checking on the channel creator's activity, unrelated to immigration content.
TheoXydias_PerlaCoffeeTrailer Feb 9, 2026
I wanted to hear him speak french.I took French in high-school 50 years ago.
I wanted to hear him speak french.I took French in high-school 50 years ago.
Comment about the video content itself, expressing interest in hearing French language spoken in the video.
@RutaKlimas-fr4ox Mar 4, 2025
Cnn is so hard to watch, she said aniamericanism ???? . They're braking up with america ????
Cnn is so hard to watch, she said aniamericanism ???? . They're braking up with america ????
Critique of CNN's reporting and presentation in the video, with confusion about the content being discussed.
@ironaddicted Mar 4, 2025
your content is just bottom of the barrel racially charged horse shit now… dig deeper, don’t just travel country to country licking the shit stains of the loudest, most ignorant nationalists you can find
your content is just bottom of the barrel racially charged horse shit now… dig deeper, don’t just travel country to country licking the shit stains of the loudest, most ignorant nationalists you can find
Critiques the video's journalistic quality and editorial approach, accusing it of sensationalism and bias toward nationalist voices.
willhearn5525 Jan 27, 2026
Jesus is this depressing.
Jesus is this depressing.
The commenter is expressing a reaction to the video content itself rather than engaging with immigration policy or arguments.
patrickmoan4086 Feb 9, 2026
Unfortunately as soon as he said “Let’s look at the facts” he lost half of the American audience.
Unfortunately as soon as he said “Let’s look at the facts” he lost half of the American audience.
Commentary on the video's rhetorical approach and its reception by the American audience, critiquing the effectiveness of fact-based arguments.
@chief45kc2572 Mar 4, 2025
Oh this is cnn! I knew I smelt a lie
Oh this is cnn! I knew I smelt a lie
Comment about the media source (CNN) of the video rather than immigration policy itself.
@gregb7920 Mar 4, 2025
0:37 this shit again
0:37 this shit again
References a specific timestamp in the video, expressing frustration about repeated content.
arthuuur97-w8f Feb 9, 2026
His alive thank God... 😭👍
His alive thank God... 😭👍
Brief reaction to video content expressing relief about someone's wellbeing, unrelated to immigration discourse.
mariao.5142 Feb 9, 2026
That guy talking about "poo eating" is the stupidest idiot with shit in his head.
That guy talking about "poo eating" is the stupidest idiot with shit in his head.
Comment critiques another commenter's argument rather than engaging with immigration policy or substantive issues.
ithunk7786 Feb 8, 2026
That one guy really said Africa is dumb. A whole continent is dumb? And he is talking about how africans have low intelligence? Him thinking that a whole continent with over 1.5 billion people in …
That one guy really said Africa is dumb. A whole continent is dumb? And he is talking about how africans have low intelligence? Him thinking that a whole continent with over 1.5 billion people in it is dumb shows me that he in fact is the one with low intelligence. Ew..
Critiques another commenter's racist generalization about African intelligence, defending against discriminatory rhetoric.
Djumanji95 Feb 8, 2026
I've watched maybe 5 of his videos and most everything Tyler does is in bad faith in my view. He makes a minimum effort to present himself as an impartial journalist just asking questions, but …
I've watched maybe 5 of his videos and most everything Tyler does is in bad faith in my view. He makes a minimum effort to present himself as an impartial journalist just asking questions, but clearly wants to tell predefined stories that smear immigrants and minorities, painting them as an existential threat white Americans and American values. That's what sells, that's the grift.
Critiques the video creator's journalistic approach and editorial bias, focusing on the channel's content and framing rather than immigration policy itself.
mountainair Jan 27, 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)