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
He had 30 days. ?♂️
He had 30 days. ?♂️
Appears to be a clarifying question about a time limit, though context is unclear; marked with questioning emoji.
Question
0.60
@Jake-Day
Mar 4, 2025
???? whats wrong being friends with everybodyy
???? whats wrong being friends with everybodyy
A rhetorical question challenging criticism of diplomatic friendliness, mixing genuine inquiry with sarcastic tone.
@inefekt2.O
Mar 4, 2025
are more country to buy stuf
are more country to buy stuf
Unclear phrasing but appears to be an information-seeking question about purchasing options or trade relationships.
Question
0.60
@donnyvandijk4682
Mar 4, 2025
Because of crazy ?
Because of crazy ?
Fragmented expression with question marks suggesting confusion or information-seeking, though context is unclear.
Question
0.60
@hermannsoong3826
Mar 4, 2025
They all will get a pr wait and watch
They all will get a pr wait and watch
Appears to be a speculative statement about PR outcomes, phrased as an implicit prediction or question about future immigration processing.
Question
0.60
@kjr963
Feb 19, 2026
Youll be a new territory ?
Youll be a new territory ?
Unclear phrasing that appears to be asking a question about territorial status, though the meaning is ambiguous.
Question
0.60
@Flywithnowingsisawalk
Mar 4, 2025
Canada dont accept this place
Canada dont accept this place
Appears to be a fragmented or unclear statement, possibly a question or incomplete thought about Canada's immigration acceptance.
Question
0.60
schmeesmclaren1570
Feb 23, 2026
We have do something now. Why are we within
We have do something now. Why are we within
Incomplete sentence expressing urgency about taking action, but the fragmentary nature makes full classification uncertain; appears to be an incomplete question or call-to-action.
Question
0.60
@bobbieirwin9890
Mar 4, 2025
Thanks for giving any money homeless in Kensington.
Thanks for giving any money homeless in Kensington.
Appears to be a fragmented or sarcastic question about homelessness and charitable giving, possibly critiquing priorities or policy.
marekkotlar1913
Jan 28, 2026
please discuss how the life of a lottery addict
please discuss how the life of a lottery addict
Request for discussion on an unrelated topic (lottery addiction), appears off-topic or spam-like.
Question
0.60
armensetiawan-u9h
Feb 18, 2026
You charge us!!
You charge us!!
Appears to be a brief, unclear question or complaint about charges, seeking clarification.
Question
0.60
@christieblair9757
Mar 4, 2025
We don’t want that either ?
We don’t want that either ?
Brief interrogative statement seeking clarification or agreement, though context is unclear without prior comments.
Question
0.60
@Lakdhfhsn
Mar 4, 2025
Europe with ??
Europe with ??
Extremely brief, unclear question about Europe with no context provided.
Question
0.60
@haskapaska
Mar 4, 2025
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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)