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
MY GOAT TYLER OLIVEIRA MAKING A VIDEO ON MY COUNTRY CANADA ? WOW THIS WAS NOT ON MY 2026 BINGO CARD
MY GOAT TYLER OLIVEIRA MAKING A VIDEO ON MY COUNTRY CANADA ? WOW THIS WAS NOT ON MY 2026 BINGO CARD
Comment about the video creator and channel, expressing surprise at content topic rather than engaging with immigration substance.
Meta-Commentary
0.95
Daniel_Clem
Jan 27, 2026
The Thumbnail before this one was crazy work
The Thumbnail before this one was crazy work
Comment about the video's thumbnail design, not about immigration policy or content.
Meta-Commentary
0.95
blockxick
Jan 27, 2026
I know the guy on the bike his name is Gary
I know the guy on the bike his name is Gary
Comment identifies a person in the video by name, directly referencing the video content itself.
Meta-Commentary
0.95
cloudspill69
Jan 27, 2026
Protect bike man at all costs
Protect bike man at all costs
Brief comment references a person featured in the video ('bike man'), engaging in meta-discussion about video content rather than immigration policy.
Meta-Commentary
0.95
soulfuzz368
Jan 28, 2026
He's no longer PM. He quit.
He's no longer PM. He quit.
Factual correction about Trudeau's current status, commenting on the video's subject rather than the immigration topic.
Meta-Commentary
0.95
@seangordon846
Mar 4, 2025
Another brilliant video :)
Another brilliant video :)
The comment directly praises the video quality, making it commentary about the content itself rather than the immigration topic.
Meta-Commentary
0.95
IKS-Exploration
Jan 28, 2026
2.561k views in 4 minutes... bro fell off.
2.561k views in 4 minutes... bro fell off.
Comment about the video's performance metrics and creator relevance, unrelated to immigration content.
Meta-Commentary
0.95
SirBuckyMcDucky
Jan 27, 2026
CNN 98%of the comments are bots
CNN 98%of the comments are bots
Comment critiques the YouTube comment section itself, claiming most comments are bots rather than engaging with the video content.
Meta-Commentary
0.95
@HCpov1
Mar 4, 2025
0:31 bro that’s bad he’s wearing the exact same hoodie as me rn
0:31 bro that’s bad he’s wearing the exact same hoodie as me rn
Comment about video content (clothing at timestamp), not related to immigration topic.
Meta-Commentary
0.95
shiftygernade42069
Jan 27, 2026
excellent speech.
excellent speech.
Brief praise directed at the speech itself rather than substantive engagement with immigration or policy content.
Meta-Commentary
0.95
@jorgeromero4680
Mar 5, 2025
Guy on the bike is a g
Guy on the bike is a g
Brief comment praising a person featured in the video, referencing video content without substantive discourse.
Meta-Commentary
0.95
James-q5c2m
Jan 28, 2026
you are the worst journalist
you are the worst journalist
Commenter directly criticizes the video creator's journalistic quality.
Meta-Commentary
0.95
flowers4madi
Jan 28, 2026
Are you sure thats Canada? Pretty sure its Australia
Are you sure thats Canada? Pretty sure its Australia
Commenter questions the authenticity of the video content, suggesting it may be mislabeled or from a different country.
Meta-Commentary
0.95
adampatrick9639
Jan 28, 2026
i like bike guy
i like bike guy
Brief comment about a person in the video ('bike guy'), referencing video content rather than immigration topic.
Meta-Commentary
0.95
mushroomgoblin7121
Jan 27, 2026
look like montreal!
look like montreal!
Brief observation about the video content itself (resemblance to Montreal), not engaging with immigration discourse.
Meta-Commentary
0.95
Yuumzi
Nov 1, 2025
I love your videos 🇨🇦🇨🇦❤️❤️
I love your videos 🇨🇦🇨🇦❤️❤️
Direct praise of the video creator and channel, with no substantive engagement with immigration topic.
Meta-Commentary
0.95
richellesmith9215
Aug 28, 2025
10:10 @cfl_rutas in the background riding ✔️🦾
10:10 @cfl_rutas in the background riding ✔️🦾
References a specific timestamp and background detail in the video, commenting on the video content itself.
Meta-Commentary
0.95
CFL_Rutas
Jan 27, 2026
YO U ARE NEAR MY HOUSE
YO U ARE NEAR MY HOUSE
Personal comment about the commenter's proximity to the video creator's location, unrelated to immigration discourse.
Meta-Commentary
0.95
FrostyBlox_Channel
Feb 5, 2026
Please respond to vince
Please respond to vince
Direct request for the creator to respond to another commenter, purely meta-commentary about the discussion thread.
Meta-Commentary
0.95
nathanscic18
Jan 28, 2026
Thank you very much for the video I get 17/20 for my test
Thank you very much for the video I get 17/20 for my test
Comment about using the video for educational test preparation, directly referencing the video itself rather than immigration topic.
Meta-Commentary
0.95
yifangxie844
Feb 12, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)