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
Someone please correct me if I'm not thinking about this correctly... if fentanyl is coming into the US from Canada, wouldn't that be a problem for the US border patrol...?
Someone please correct me if I'm not thinking about this correctly... if fentanyl is coming into the US from Canada, wouldn't that be a problem for the US border patrol...?
Direct request for clarification about fentanyl border logistics, framed as a genuine information-seeking question.
Question
0.95
@emlynsheeley3107
Mar 4, 2025
Just curious if you are born in Canada, do you get automatic citizenship?
Just curious if you are born in Canada, do you get automatic citizenship?
Direct information-seeking question about Canadian citizenship acquisition rules.
Question
0.95
lgee9027
Feb 23, 2026
What’s trudeaus approval rating?
What’s trudeaus approval rating?
Direct information-seeking question about a political figure's approval rating.
Question
0.95
@MrFeeny911
Mar 4, 2025
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
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
Can we see the list please?
Can we see the list please?
Simple information-seeking request for a list referenced in the video.
Question
0.95
@rajatsharma5453
Feb 21, 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
Why in the hell are we going after the Canadians?
Why in the hell are we going after the Canadians?
Direct rhetorical question seeking clarification or expressing confusion about U.S. policy toward Canada.
Question
0.95
@jordanmiller5504
Mar 4, 2025
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
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
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 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
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
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
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
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
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
FIRST Nation?
FIRST Nation?
Simple clarification question about terminology regarding First Nations.
Question
0.95
AMPProf
Sep 19, 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
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)