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
Question
1,353 comments
Why did bro have to come into my state Vermont.
Why did bro have to come into my state Vermont.
Asks why an immigrant came to Vermont, implying territorial resentment with minimal context.
JackPerry-z7u
Jan 29, 2026
Why support a human smuggler…
Why support a human smuggler…
Poses a rhetorical question expressing moral disapproval of supporting human smuggling, combining inquiry with ethical critique.
jimmynguyen4398
Jan 29, 2026
Upload in hindi language.
Upload in hindi language.
A request for content in a different language, though phrased as a directive rather than explicit question.
Question
0.70
gaganrupana369
Jan 29, 2026
Hey why don't you come to Nepal 🇳🇵
Hey why don't you come to Nepal 🇳🇵
Appears to be a lighthearted invitation to Nepal, possibly sarcastic commentary on immigration or relocation.
YB_MUSIC
Feb 3, 2026
Can Congress now impeach Trump for harming the US?
Can Congress now impeach Trump for harming the US?
Poses a question about impeachment proceedings, though off-topic from Canadian immigration.
@georgekondrat2062
Mar 4, 2025
If This Comment Gets 10K Likes, Tyler Should Visit Brampton For A Part 2 (So He Can Investigate The Safety
If This Comment Gets 10K Likes, Tyler Should Visit Brampton For A Part 2 (So He Can Investigate The Safety
Requests information or action regarding a video investigation, though phrased as a call-to-action for engagement.
Question
0.70
EqualMCSquared
Feb 12, 2026
How many are on public money, not working?!
How many are on public money, not working?!
Poses a question about welfare dependency while implying an unverified claim about immigrant employment status.
salauerman7082
Jan 28, 2026
What time will you drop 😢from the sky
What time will you drop 😢from the sky
Appears to be asking about upload timing, though the phrasing is cryptic; primarily an information-seeking query.
Question
0.70
rickysingh8701
Feb 16, 2026
Why are they all from India?
Why are they all from India?
Asks a direct question about immigrant origins, though the phrasing suggests underlying concern about demographic composition.
Paul51764
Feb 17, 2026
Yeah they'll get permanent residency.
Yeah they'll get permanent residency.
Brief statement that appears to be a factual assertion about permanent residency outcomes, though phrased ambiguously as potential information-seeking.
Question
0.70
1980DEVILSREJECTS
Feb 18, 2026
well , "who" let them "in"?
well , "who" let them "in"?
Rhetorical question implicitly blaming government officials for allowing immigrants to enter, seeking accountability.
HelloHi-x9k
Feb 18, 2026
Somebody should ask trump what he knows about the,\nBucha massacre
Somebody should ask trump what he knows about the,\nBucha massacre
Rhetorical question/suggestion that Trump should be questioned about knowledge of Bucha massacre.
@mangokarlson1804
Mar 4, 2025
Does the U S peace plan Place Putin in the HAGUE OR THE WHITE HOUSE ? ?
Does the U S peace plan Place Putin in the HAGUE OR THE WHITE HOUSE ? ?
Poses a question about a peace plan while implying an unverified claim linking Putin to the White House.
@wayneoliver5987
Mar 4, 2025
What has happened to Canada?
What has happened to Canada?
Open-ended rhetorical question expressing concern about Canada's state, likely implying immigration-related decline.
@jordanjohnanderson
Feb 20, 2026
Just how many immigrants are marrying into the country or taking advantage of our country’s generous laws by having children, and birthing citizens, here? The number should be a lot higher than 300.
Just how many immigrants are marrying into the country or taking advantage of our country’s generous laws by having children, and birthing citizens, here? The number should be a lot higher than 300.
Poses rhetorical questions about immigration loopholes (marriage, birthright citizenship) while implying deportation numbers should be higher.
@Surrenderdeer
Feb 19, 2026
What is this about ? Mental health, the guy is simply a psychopathic narcisist
What is this about ? Mental health, the guy is simply a psychopathic narcisist
Seeks clarification about video content while making an unsubstantiated personal diagnosis.
@lenkavalles1024
Mar 4, 2025
Yeah, it’s going to go well in Edmonton and Calgary.
Yeah, it’s going to go well in Edmonton and Calgary.
Rhetorical question expressing skepticism about political viability in major urban centers, seeking implicit agreement.
Question
0.70
@MarekPietraszczyk
Feb 20, 2026
Still waiting how we go outside
Still waiting how we go outside
Unclear phrasing but appears to be an information-seeking question about external movement or restrictions.
Question
0.70
@darshiliyanage9429
Feb 21, 2026
Why tf is there n auto rickshaw in Canada?
Why tf is there n auto rickshaw in Canada?
Questioning the presence of an auto rickshaw in Canada, likely expressing surprise or skepticism about cultural/commercial markers of immigration.
harryawe713
Jan 27, 2026
I think there is more people here than you think
I think there is more people here than you think
The comment expresses uncertainty and appears to challenge a claim, functioning as an implicit question about the accuracy of a statement.
Question
0.70
retrorich6991
Feb 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)