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
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
Any id i submited my aplication online on aprill 17 .when should i get update from ircc
Any id i submited my aplication online on aprill 17 .when should i get update from ircc
Direct information-seeking question about application status and timeline.
Question
0.95
garytahan7189
Jun 6, 2025
Hello good day. Please i want to apply for Vistors visa to Canada and i want to know the total costs. I already had an agent in charge but i want another different agent this …
Hello good day.
Please i want to apply for Vistors visa to Canada and i want to know the total costs.
I already had an agent in charge but i want another different agent this time thanks and God bless you all❤
Direct request for information about visitor visa costs and agent recommendations.
Question
0.95
@JosephNicodemus-qx2bo
Mar 10, 2025
How are we fighting with Canada
How are we fighting with Canada
Simple information-seeking question about the nature of the conflict between countries.
Question
0.95
@lowballer101
Mar 4, 2025
Didnt he resign
Didnt he resign
A brief information-seeking question about whether a political figure resigned.
Question
0.95
@aureliogutierrezz937
Mar 4, 2025
Please check ques 73... is option B correct?
Please check ques 73... is option B correct?
Request for clarification about a test question; unrelated to immigration topic.
Question
0.95
renug2851
Jul 30, 2025
Answer of 129 is correct? Please reply.
Answer of 129 is correct? Please reply.
Direct question seeking verification of an answer; unrelated to immigration topic.
Question
0.95
renug2851
Jul 30, 2025
Who are the primary fentanyl customers? ?
Who are the primary fentanyl customers? ?
Direct information-seeking question about fentanyl consumption patterns.
Question
0.95
@jlmctv
Mar 4, 2025
Didn’t Trudeau resign?
Didn’t Trudeau resign?
Direct factual question seeking clarification about a political event.
Question
0.95
@Ann-f6p5z
Mar 4, 2025
I don't understand why this is happening. Why are we doing this?
I don't understand why this is happening. Why are we doing this?
Seeks information and clarification about the reasons behind a policy or action, expressed as genuine confusion.
Question
0.95
@ArkhamScarecr0w1
Mar 4, 2025
Tomorrow I have citizenship test.I studied in this video. Do think I can pass
Tomorrow I have citizenship test.I studied in this video. Do think I can pass
User is seeking reassurance and asking for an opinion about their chances of passing an upcoming citizenship test.
Question
0.95
sahlekahsay1221
Jun 4, 2025
Isn’t he supposedly step down?
Isn’t he supposedly step down?
Direct factual question about Trudeau's political status, seeking clarification on current events.
Question
0.95
@WorldTopSeven
Mar 4, 2025
The end goal?
The end goal?
Simple information-seeking question about policy objectives.
Question
0.95
@johnno7052
Mar 4, 2025
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
Is there anyone here who took the exam in person? Please guide me. My exam is in person.
Is there anyone here who took the exam in person? Please guide me. My exam is in person.
Direct request for advice and guidance from others who have taken an in-person exam.
Question
0.95
KakiBlack
Feb 12, 2026
But why? Why at that point?
But why? Why at that point?
Simple information-seeking question about the timing or reasoning behind a policy decision.
Question
0.95
email5023
Jun 17, 2025
Which is your faverite minister from liberal gov
Which is your faverite minister from liberal gov
Direct question asking for personal preference regarding a government minister.
Question
0.95
user-kh6ov8dp6v
Feb 27, 2026
Didn't he resign?
Didn't he resign?
Simple factual question seeking clarification about whether a political figure resigned.
Question
0.95
@DannyChauhan-t4e
Mar 4, 2025
I thought this guy was resigning…
I thought this guy was resigning…
Simple factual question about whether the speaker was resigning, seeking clarification.
Question
0.95
@Rustyruss137
Mar 4, 2025
Hi is there a pdf file for this?
Hi is there a pdf file for this?
Direct information-seeking request about availability of study materials.
Question
0.95
JairelVentura
Jul 1, 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)