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
do they really make 83k a year free ?
do they really make 83k a year free ?
Direct information-seeking question about immigrant income/benefits, seeking clarification or verification.
Question
0.95
jasonchillman102
Aug 25, 2025
Speak directly? Where is Trump there?
Speak directly? Where is Trump there?
Direct question seeking clarification about Trump's presence or involvement in the video content.
Question
0.95
@whitebird357
Mar 4, 2025
Anything for students employment opportunities or are they just for foreign students still?
Anything for students employment opportunities or are they just for foreign students still?
Direct information-seeking question about employment opportunities for students in Canada.
Question
0.95
whathandleUtalkabt
Jan 11, 2026
Isn’t this guy supposed to resign soon?
Isn’t this guy supposed to resign soon?
A direct information-seeking question about whether a political figure is expected to resign soon.
Question
0.95
@jaysavy
Mar 4, 2025
You only paid $10 for grapes?!?! WHERE?! I’m paying around $16-$17 at Safeway!!
You only paid $10 for grapes?!?!
WHERE?!
I’m paying around $16-$17 at Safeway!!
Information-seeking question about grape prices at specific retailers, unrelated to immigration discourse.
Question
0.95
GabeBoudreau
Sep 10, 2025
How about Filipinos ?
How about Filipinos ?
Simple information-seeking question about Filipino immigration eligibility or representation.
Question
0.95
rvbiazon8888
Jan 27, 2026
FIRST Nation?
FIRST Nation?
Simple clarification question about terminology regarding First Nations.
Question
0.95
AMPProf
Sep 19, 2025
Two questions. 1. Why canada bringing so many people? 2. Why these people naking brampton to browntown.
Two questions.
1. Why canada bringing so many people?
2. Why these people naking brampton to browntown.
Direct information-seeking questions about immigration policy and demographic changes in specific locations.
Question
0.95
Totempoles7
Sep 21, 2025
Are they from Venezuela?
Are they from Venezuela?
Direct information-seeking question about the national origin of immigrants discussed in the video.
Question
0.95
slappychan_
Jan 6, 2026
How and where does a Canadian citizen go to report this wrong doing?
How and where does a Canadian citizen go to report this wrong doing?
Direct information-seeking question about how to report alleged wrongdoing to authorities.
Question
0.95
shernazirani8271
Sep 29, 2025
Hey I want to PDF for this question answer is it possible?
Hey I want to PDF for this question answer is it possible?
Direct request for information about obtaining a PDF document related to the video content.
Question
0.95
mittalpatel3910
Jan 2, 2026
I want stats from Ontario!
I want stats from Ontario!
Direct request for specific statistical information about Ontario.
Question
0.95
angiepp.562
Oct 1, 2025
Is this population boom good for Canada?
Is this population boom good for Canada?
Direct information-seeking question about whether population growth benefits Canada.
Question
0.95
Susan-v6k5z
Oct 3, 2025
79,000 in Canada or just Ontario
79,000 in Canada or just Ontario
Seeks clarification about the geographic scope of statistics mentioned in the video.
Question
0.95
sofieb1575
Oct 2, 2025
Where is this
Where is this
Simple factual question seeking location information about the video's setting.
Question
0.95
jeffeverts7749
Jan 27, 2026
what's happening to Canada?
what's happening to Canada?
Direct question seeking information or expressing concern about changes in Canada, though rhetorical in nature.
Question
0.95
pauvargas1048
Oct 4, 2025
How easy is it to get an licences in that place.
How easy is it to get an licences in that place.
Direct information-seeking question about licensing requirements in the location discussed.
Question
0.95
luqsule8309
Jan 27, 2026
From Ireland right?
From Ireland right?
Simple information-seeking question asking about someone's country of origin.
Question
0.95
guttergirl61
Oct 3, 2025
Can I get the soft copy of the questions?
Can I get the soft copy of the questions?
Direct information-seeking request about obtaining materials related to the video content.
Question
0.95
shivalimaria25
Feb 26, 2026
I passed my test on August 1st till today September 5th i have not yet been invited for the ceremony is that normal?😢😢😢
I passed my test on August 1st till today September 5th i have not yet been invited for the ceremony is that normal?😢😢😢
Direct information-seeking question about citizenship ceremony timing and procedures, seeking clarification on immigration process.
Question
0.95
RichFamousRevealed-2025
Sep 5, 2025
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)