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
What is a Carbon tax?
What is a Carbon tax?
Direct information-seeking question about a specific policy term.
Question
0.95
@DbiPro
Mar 4, 2025
4:20 wut? What city in Canada is dying because it's population is going down? 🤔
4:20 wut? What city in Canada is dying because it's population is going down? 🤔
Direct information-seeking question challenging a claim made in the video about Canadian cities declining due to population loss.
Question
0.95
hydraulics
Oct 9, 2025
What scores to take ielts test for citizenship?
What scores to take ielts test for citizenship?
Direct information-seeking question about IELTS test score requirements for Canadian citizenship.
Question
0.95
Millionaire789
Dec 4, 2025
School program?
School program?
Simple information-seeking question about a school program mentioned in the video.
Question
0.95
CJ-dw3fz
Jan 12, 2026
Hello...I gave my test yesterday. Got 17/20. My Webcam stopped right after the test started (first question was on the screen). So, it asked me sign in again. I did so and it went all …
Hello...I gave my test yesterday. Got 17/20.
My Webcam stopped right after the test started (first question was on the screen). So, it asked me sign in again. I did so and it went all well after that. Anyone experienced that? Will it be an issue for my test while they review? Please let me know.
Update: I got my test marked as Completed in the tracker. I did not give second test.
Seeks technical advice about a test administration issue; completely unrelated to immigration discourse.
Question
0.95
KrishnaD-k1e
Feb 10, 2026
I am going to see if I can upgrade to deluxe healthcare. Is that provided in the same hospital we use now?
I am going to see if I can upgrade to deluxe healthcare. Is that provided in the same hospital we use now?
Straightforward information-seeking question about healthcare upgrade options and hospital access.
Question
0.95
MrTeampenner
Feb 25, 2026
So the citizenship will be passed to baby born abroad whose parent is already citizens . This is what you mean ?
So the citizenship will be passed to baby born abroad whose parent is already citizens . This is what you mean ?
Seeks clarification about citizenship rules for children born abroad to citizen parents.
Question
0.95
sandhusupreet9018
Jan 6, 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
Isn’t he stepping down?
Isn’t he stepping down?
A straightforward factual question seeking clarification about Trudeau's political status.
Question
0.95
@pandadaggy2383
Mar 4, 2025
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
How many listened to this speech? ?
How many listened to this speech? ?
Direct information-seeking question about audience size for the speech.
Question
0.95
@MaBharatvarsh
Mar 4, 2025
Don't want to see Americans hurt.. elaborate please...?
Don't want to see Americans hurt.. elaborate please...?
Direct request for clarification and elaboration on a previous statement.
Question
0.95
@markbogue9547
Mar 4, 2025
What kind of visa are these guys on????
What kind of visa are these guys on????
Direct information-seeking question about visa types for individuals mentioned in the video.
Question
0.95
Raj-p5g2c
Feb 8, 2026
Why is this guy resigning?!
Why is this guy resigning?!
Direct information-seeking question about why the person is resigning.
Question
0.95
@wandabarnett9159
Mar 4, 2025
How many are still coming from Roxham road from the States ?
How many are still coming from Roxham road from the States ?
Direct information-seeking question about immigration numbers at a specific border crossing.
Question
0.95
kathyfugere6085
Nov 24, 2025
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
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
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
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
Mine is online test do they give all the information how and when the test will be taken and which website
Mine is online test do they give all the information how and when the test will be taken and which website
Straightforward information-seeking question about online test procedures and logistics.
Question
0.95
ZeenatAkhtar-c8c
Dec 24, 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)