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
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 they are going to host the FIFA world cup 2026 together ?
How they are going to host the FIFA world cup 2026 together ?
Direct information-seeking question about logistical feasibility of hosting FIFA World Cup 2026.
Question
0.95
@marwan0511
Mar 4, 2025
During that time how many were let in and what will that cost.
During that time how many were let in and what will that cost.
Direct information-seeking about immigration numbers and associated costs.
Question
0.95
johnsissons7094
Dec 26, 2025
Is the ad actually real?
Is the ad actually real?
The comment is a straightforward factual question asking whether an advertisement mentioned in the video is authentic.
Question
0.95
leonardobravo6151
Jan 27, 2026
What happened in the end????
What happened in the end????
Direct question seeking clarification about the video's conclusion.
Question
0.95
aliexq
Jan 27, 2026
what is america doing?
what is america doing?
Simple information-seeking question about American actions, seeking clarification or context.
Question
0.95
@AutoCad-tl2me
Mar 4, 2025
He is still PM?
He is still PM?
Direct factual question seeking clarification about current political status.
Question
0.95
@Mike-hz4cp
Mar 4, 2025
You guys all right?
You guys all right?
Simple question checking on the wellbeing of the video creators.
Question
0.95
demboufisiru4513
Jan 27, 2026
What school food program?
What school food program?
Simple clarification question seeking information about a school food program mentioned in the video.
Question
0.95
crazycarbo
Jan 20, 2026
May I get the PDF download link for practice
May I get the PDF download link for practice
Direct request for a PDF download link, seeking specific information or resources.
Question
0.95
kmjamirulislam
Jan 21, 2026
Do Maryland next
Do Maryland next
Simple request for the creator to produce similar content about Maryland, seeking information or action.
Question
0.95
ryanlevin1912
Feb 26, 2026
I'm currently applying for citizenship, and I guess this video should still be applicable to the citizenship application test in 2026?! What do you think? Thank you!
I'm currently applying for citizenship, and I guess this video should still be applicable to the citizenship application test in 2026?! What do you think? Thank you!
Direct information-seeking query about the relevance of video content to a future citizenship test application.
Question
0.95
beatriceng4923
Jan 19, 2026
1:20 is he talking about cutting electricity across the border?
1:20 is he talking about cutting electricity across the border?
Seeks clarification about a specific statement made in the video regarding electricity.
Question
0.95
@iceetmarne3571
Mar 4, 2025
Will this make eggs cheaper?
Will this make eggs cheaper?
Direct information-seeking question about economic impact of immigration policy on egg prices.
Question
0.95
@unitfps
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
So, what happens after the referendum?
So, what happens after the referendum?
Seeks clarification about the consequences or outcomes of a proposed referendum.
Question
0.95
@rockshankar
Feb 20, 2026
Can someone explain why the US is doing this? I mean honestly. What is the goal?
Can someone explain why the US is doing this? I mean honestly. What is the goal?
Direct information-seeking question about US motivations and goals.
Question
0.95
@danielcapone5946
Mar 4, 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
Does he think canada likes him??
Does he think canada likes him??
Rhetorical question expressing skepticism about Trump's popularity or approval in Canada.
Question
0.95
@Jaredbrose
Mar 4, 2025
Why did Trump do it?
Why did Trump do it?
Direct information-seeking question about Trump's motivations.
Question
0.95
@josephkaminer2337
Mar 4, 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)