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
I thought Trudeau had resigned?
I thought Trudeau had resigned?
Direct factual question seeking clarification about Trudeau's resignation status.
Question
0.95
@Pesadelooo
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
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
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
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
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
What video is 12:31?
What video is 12:31?
Direct information-seeking question about a specific timestamp in the video.
Question
0.95
ShootLuckGaming
Feb 3, 2026
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
Is Canada taking Americans ????
Is Canada taking Americans ????
Direct information-seeking question about whether Canada is accepting American immigrants.
Question
0.95
@queenmindsetcoach4983
Mar 4, 2025
Почему на русский не переведено
Почему на русский не переведено
User is asking why content is not translated into Russian, a straightforward information request.
Question
0.95
HuijbfTyungdrrt
Jan 28, 2026
I have test in June Should just study from this video??
I have test in June
Should just study from this video??
Seeks advice about whether the video alone is sufficient study material for an upcoming test.
Question
0.95
NebyatSereke
May 12, 2025
This not necessary can someone tell me why this is ok or help me understand why?
This not necessary can someone tell me why this is ok or help me understand why?
Direct request for explanation and understanding about a policy or situation.
Question
0.95
@CharlesandTrippy
Mar 4, 2025
Can I take a candian citizenship test outside canada
Can I take a candian citizenship test outside canada
Direct information-seeking question about eligibility to take citizenship test outside Canada.
Question
0.95
gurinderkaur1417
Aug 6, 2025
0:55 wait, how would going to Canada help them get into Switzerland? I'm confused
0:55 wait, how would going to Canada help them get into Switzerland? I'm confused
Direct request for clarification about a specific claim made in the video regarding Canada and Switzerland.
Question
0.95
beepborpbeepborp
Feb 5, 2026
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
Why they are giving work permit???
Why they are giving work permit???
Direct information-seeking question about government policy regarding work permits.
Question
0.95
sothilingamnagalingam5416
Aug 26, 2025
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
I thought this guy stepped down a couple weeks ago?
I thought this guy stepped down a couple weeks ago?
Seeks factual clarification about whether the political figure recently resigned, framed as an information-seeking question.
Question
0.95
@outuvcontext
Mar 4, 2025
Can do the test on weekends?
Can do the test on weekends?
Simple information-seeking question about test scheduling logistics.
Question
0.95
freshtajamal3528
Sep 6, 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)