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
Ask our government.
Ask our government.
Brief directive asking commenters to contact government, functioning as an implicit question about responsibility for immigration policy.
Question
0.95
tammylaronde8593
Aug 28, 2025
What is Trump up to. I can't understand his thinking? ?
What is Trump up to. I can't understand his thinking? ?
Direct question seeking understanding of Trump's motivations and reasoning.
Question
0.95
@newtonmalwa5654
Mar 4, 2025
Are there Punjabi people in South Africa?
Are there Punjabi people in South Africa?
Straightforward factual question about Punjabi populations in South Africa, seeking information.
Question
0.95
created_jam
Feb 17, 2026
Isn’t he going to resign?
Isn’t he going to resign?
Direct information-seeking question about whether a political figure will resign.
Question
0.95
@Lone-Wolf-Rips
Mar 4, 2025
Did he said his own country?
Did he said his own country?
Simple clarification question seeking confirmation about a statement made in the video.
Question
0.95
nilotic-king
Jan 28, 2026
Is there a part 2 to this?
Is there a part 2 to this?
Simple information-seeking question about whether additional video content exists.
Question
0.95
thomaslt5547
Jan 28, 2026
Is Canada accepting refugees?
Is Canada accepting refugees?
Direct information-seeking question about Canadian refugee acceptance policy.
Question
0.95
@steveg1833
Mar 4, 2025
FIRST Nation?
FIRST Nation?
Simple clarification question about terminology regarding First Nations.
Question
0.95
AMPProf
Sep 19, 2025
Who is the woman behind Trudeau's right shoulder?
Who is the woman behind Trudeau's right shoulder?
Direct information-seeking question about the identity of a person visible in the video.
Question
0.95
@peternicholas2393
Mar 4, 2025
Why wait until Oct?
Why wait until Oct?
Simple clarification question seeking information about timing mentioned in the video.
Question
0.95
@WorkersUnited111
Feb 23, 2026
pls do bangladesh side pls
pls do bangladesh side pls
Simple request for the video creator to cover Bangladesh in future content.
Question
0.95
OnexBlox444
Feb 16, 2026
Tyler Olivera, answer this question: Are you a Native American?
Tyler Olivera, answer this question: Are you a Native American?
Direct question posed to another commenter seeking information about their identity.
Question
0.95
digicraft123
Jan 28, 2026
Can I have the PDF version please?
Can I have the PDF version please?
User is requesting a specific resource (PDF version) from the video creator.
Question
0.95
MohamedArafa-km8yv
May 30, 2025
Is there a part 2???
Is there a part 2???
Simple information-seeking question about whether additional video content exists.
Question
0.95
lavenderladi
Jan 28, 2026
Didnt he resign
Didnt he resign
A brief information-seeking question about whether a political figure resigned.
Question
0.95
@aureliogutierrezz937
Mar 4, 2025
How do they get the visa????
How do they get the visa????
Direct information-seeking question about visa acquisition processes.
Question
0.95
OptionSpreadProfits
Jan 28, 2026
What is happening on trump administration
What is happening on trump administration
Direct information-seeking question about Trump administration actions.
Question
0.95
@pinoyako2820
Mar 4, 2025
Ummm…don’t his own people want him to step down ??
Ummm…don’t his own people want him to step down ??
Seeks clarification or information about whether Trump's supporters want him to resign.
Question
0.95
@user-mt7ti6xn6m
Mar 4, 2025
What happen with 100% on tesla!????
What happen with 100% on tesla!????
Direct information-seeking question about a specific statistic or claim, requesting clarification.
Question
0.95
@Rams22Mr
Mar 4, 2025
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
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)