Research Tools
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
Search & Filter
Meta-Commentary
3,846 comments
Who is that guy?\nNot an ummm or ahhhhh filler like we’re used to… ?I think he’s telling the truth right now.??❤\nI knew the next pandemic would not be a health scare but a collapse of …
Who is that guy?\nNot an ummm or ahhhhh filler like we’re used to… ?I think he’s telling the truth right now.??❤\nI knew the next pandemic would not be a health scare but a collapse of society.
Primarily comments on the speaker's delivery style and credibility, with a vague prediction about societal collapse.
@sCORPoration11
Mar 4, 2025
This caused rocket monkeys
This caused rocket monkeys
The cryptic phrase 'rocket monkeys' appears to be nonsensical or inside-joke commentary unrelated to substantive immigration discourse.
Meta-Commentary
0.65
TristhaAlej
Feb 18, 2026
Bro is gust fuked up
Bro is gust fuked up
Vague expression of disapproval toward the video or topic without substantive argument.
Meta-Commentary
0.65
swativasantpatil9615
Jan 27, 2026
object noneffective
object noneffective
Cryptic comment about the video or discussion itself rather than substantive engagement with immigration or policy content.
Meta-Commentary
0.65
@frankwhen284
Mar 4, 2025
The real reason is Trump is at war against liberal democracy, where ever he find it. Every thing à little bit leftish is a enemy. And yes, like Putin, every thing that could make some …
The real reason is Trump is at war against liberal democracy, where ever he find it. Every thing à little bit leftish is a enemy. And yes, like Putin, every thing that could make some critic of is government is a enemy.
Cryptic fragmented comment with unclear intent, appears to question the video's framing or content relevance.
@christt6809
Mar 4, 2025
Politicians must Pray to a more Benevolent "GOD" that I do.
Politicians must Pray to a more Benevolent "GOD" that I do.
Makes a vague, tangential comment about politicians and morality that doesn't directly address immigration policy.
Meta-Commentary
0.65
raefraser3586
Feb 26, 2026
4 years will soon be over
4 years will soon be over
Brief observation about the passage of time in a political context; minimal substantive engagement, appears to be commentary on the situation.
Meta-Commentary
0.65
@isaacaigberemolen3799
Mar 4, 2025
Another win for Putin thanks to his lapdog, Donald.
Another win for Putin thanks to his lapdog, Donald.
Makes a political accusation about external influence (Putin/Trump) rather than directly addressing Canadian immigration policy.
Meta-Commentary
0.65
@arthurtazo9840
Mar 4, 2025
No, the sons were rear ended by "Indian" drivers. not Brompton drivers
No, the sons were rear ended by "Indian" drivers. not Brompton drivers
Appears to correct or dispute details mentioned in the video or previous comments about an incident.
Meta-Commentary
0.65
grendal616
Feb 19, 2026
JESUS CHRIST
JESUS CHRIST
Exclamatory reaction to video content, expressing shock or disbelief without substantive argument.
Meta-Commentary
0.65
rachan_hd8427
Jan 27, 2026
Wirh one speech Tradeau has come back
Wirh one speech Tradeau has come back
Appears to comment on the video's content or a political figure's recent speech and its impact, though unclear due to typo.
Meta-Commentary
0.65
@user-vt2ce2jc4r
Mar 4, 2025
I'm going to start a daycare in Canada.
I'm going to start a daycare in Canada.
Brief statement about personal business plans; unclear relevance to video content, appears tangential or off-topic.
Meta-Commentary
0.65
Patriot6771
Jan 27, 2026
ts carson gons home
ts carson gons home
Brief, unclear reference to a person or content creator, likely commenting on video subject matter rather than immigration policy.
Meta-Commentary
0.65
an602_24
Jan 27, 2026
Stop taking cancer ? relegion first
Stop taking cancer ? relegion first
Incoherent comment criticizing the video/channel choice of speaker rather than addressing immigration policy.
Meta-Commentary
0.65
@gapeyanpereira3756
Mar 4, 2025
Does anyone else get really excited when Tyler makes a video about India, Im not even Indian Im Mexican but I feel an affinity with Indians so much except for the poop eating and paganism
Does anyone else get really excited when Tyler makes a video about India, Im not even Indian Im Mexican but I feel an affinity with Indians so much except for the poop eating and paganism
Comments on the video creator's content patterns and expresses personal identity affinity, with problematic stereotyping.
yaydidksksjo
Jan 27, 2026
79 what ttttt
79 what ttttt
Cryptic comment about video timestamp or unclear reference, appears to be meta-level commentary.
Meta-Commentary
0.65
edgarrodriguez-qg5xr
Sep 29, 2025
like he says it, he is a smart guy, but do a dumb thing, i will added on, a asshole thing to do
like he says it, he is a smart guy, but do a dumb thing, i will added on, a asshole thing to do
Comment critiques the speaker's character and decision-making, functioning as meta-commentary on the person rather than substantive policy discussion.
Meta-Commentary
0.65
@byeun-y9k
Mar 4, 2025
Some do equate European = legality and when it comes to illegality they look at non white. Specially those who say in the comments “people think Canadian are racist”. When they shine their projectors on …
Some do equate European = legality and when it comes to illegality they look at non white. Specially those who say in the comments “people think Canadian are racist”. When they shine their projectors on other and away from them of course.
Commentary on other commenters' racial bias and projection, critiquing the discourse itself rather than immigration policy directly.
abed7922
Oct 1, 2025
dog passed by my school and my park
dog passed by my school and my park
Off-topic comment about a dog at a school and park, unrelated to the video content.
Meta-Commentary
0.65
flarefirework1267
Mar 1, 2026
Alive internet theory
Alive internet theory
Cryptic reference to internet culture or the video itself, likely commenting on the video's content or presentation style.
Meta-Commentary
0.65
lucasx4461
Jan 27, 2026
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
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
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)