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
How does a state tariff the federal govt. or another state? Very confusing.
How does a state tariff the federal govt. or another state? Very confusing.
Direct request for clarification about how tariff mechanisms work between states and federal government.
Question
0.95
@StormyWeather21
Mar 4, 2025
Isn’t he going to resign?
Isn’t he going to resign?
Direct information-seeking question about whether a political figure will resign.
Question
0.95
@Lone-Wolf-Rips
Mar 4, 2025
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
What is involved in digital ID proposed by Ottawa?
What is involved in digital ID proposed by Ottawa?
Direct information-seeking question about digital ID policy details.
Question
0.95
carylhalfwassen8555
Dec 10, 2025
Who is the woman behind Trudeau's right shoulder?
Who is the woman behind Trudeau's right shoulder?
Direct information-seeking question about the identity of a person visible in the video.
Question
0.95
@peternicholas2393
Mar 4, 2025
Can Canadians apply for refugee status in Canada?
Can Canadians apply for refugee status in Canada?
Direct information-seeking question about refugee eligibility for Canadian citizens.
Question
0.95
karenregnier5050
Nov 21, 2025
Why wait until Oct?
Why wait until Oct?
Simple clarification question seeking information about timing mentioned in the video.
Question
0.95
@WorkersUnited111
Feb 23, 2026
Who put who on notice?
Who put who on notice?
Direct clarification question seeking information about who issued a notice to whom.
Question
0.95
@brendaglassco1862
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
Bro Dubbing this episode please
Bro Dubbing this episode please
Simple request for video dubbing in another language, unrelated to immigration discourse.
Question
0.95
Dynamo-on
Jan 29, 2026
i thought this guy stepped down????
i thought this guy stepped down????
A straightforward factual question seeking clarification about the speaker's current political status.
Question
0.95
@blackburgundy1659
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 the tuk tuk about?
What's the tuk tuk about?
Direct information-seeking question about a specific element shown in the video.
Question
0.95
socagal2867
Jan 27, 2026
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
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
The end goal?
The end goal?
Simple information-seeking question about policy objectives.
Question
0.95
@johnno7052
Mar 4, 2025
Can someone explain the ending
Can someone explain the ending
Direct request for clarification about the video's ending.
Question
0.95
AniRena
Jan 28, 2026
How did we get to this?
How did we get to this?
Simple information-seeking question about how the current situation developed.
Question
0.95
@chrismeese3666
Mar 4, 2025
Did you report the details to RCMP/IRCC?
Did you report the details to RCMP/IRCC?
Direct inquiry asking whether someone reported details to authorities (RCMP/IRCC).
Question
0.95
erunduk
Jan 27, 2026
Do anyone knows how long you have to live in Canada before you take this test? And is there a testing book that’s more updated?
Do anyone knows how long you have to live in Canada before you take this test? And is there a testing book that’s more updated?
Commenter seeks factual information about residency requirements and test preparation materials.
Question
0.95
Christine-l4l3c
Jan 28, 2026
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)