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
why they dropheads blaming those immigrants.
why they dropheads blaming those immigrants.
Rhetorical question seeking explanation for perceived blame directed at immigrants by a specific group.
Question
0.88
NikhilTanwar-zi4im
Dec 3, 2025
So nobody standing with China?
So nobody standing with China?
Poses a direct question about China's position or involvement, seeking clarification or information.
Question
0.88
@DavidLi-b7y
Mar 4, 2025
How do we get one office power to affect us around the country without the Senate and the United States Congress have a input on the matter ‼️?????????
How do we get one office power to affect us around the country without the Senate and the United States Congress have a input on the matter ‼️?????????
Seeks clarification about constitutional/governmental processes and executive power limitations.
Question
0.88
@JoePhantom-t3e
Mar 4, 2025
is he suppose to be retired already?
is he suppose to be retired already?
Seeks clarification about whether a political figure should already be retired, requesting information.
Question
0.88
@lillywilly-i3u
Mar 4, 2025
So immigrants won't be able to use public services for free? Like healthcare? Unless they were born here? What about about naturalized immigrant that have been in Alberta their whole adult life and are now …
So immigrants won't be able to use public services for free? Like healthcare? Unless they were born here? What about about naturalized immigrant that have been in Alberta their whole adult life and are now retired seniors. Will they be denied free public services? In order to help the government balance its budget? To speed this along, will Alberta set up its own immigration and customs enforcement?
Series of clarifying questions about policy implementation regarding public services access for different immigrant categories.
@robdas1
Feb 20, 2026
Я не совсем понял как индусы, добираются в Канаду через учебные визы поддельных университетов, если их могут давать только ОКРЕДИТОВАННЫЕ учебные заведения, или в Канаде окредитацию раздают на право, и на лево?
Я не совсем понял как индусы, добираются в Канаду через учебные визы поддельных университетов, если их могут давать только ОКРЕДИТОВАННЫЕ учебные заведения, или в Канаде окредитацию раздают на право, и на лево?
Seeks clarification about how Indian students obtain study visas through accredited institutions, questioning the legitimacy of the process.
Question
0.87
Тимур-р5ю6ю
Feb 5, 2026
Can you do Glendale, California next please 🙏
Can you do Glendale, California next please 🙏
The commenter requests that the video creator produce similar content about a different location, phrased as a polite question.
Sarah-ny8lw
Jan 28, 2026
Fantanyl is the issue? Sounds like they got a lot of junkies in the US... Should be addressed... ?
Fantanyl is the issue? Sounds like they got a lot of junkies in the US... Should be addressed... ?
Seeks clarification about the fentanyl issue and its scope, with implied questioning of whether it's the real problem.
Question
0.85
@Soufle5506
Mar 4, 2025
Trump stands with Putin?
Trump stands with Putin?
A direct question seeking clarification or information about Trump's political alignment.
Question
0.85
@sayamalu2495
Mar 4, 2025
Is Vassy is a Gang Banger supporter ?
Is Vassy is a Gang Banger supporter ?
Poses a direct question seeking information or clarification about a public figure's alleged affiliations.
Question
0.85
davidbird8854
Feb 24, 2026
How much did it cost to have those 18,048 to live in Canada? How long did they live in Canada for?
How much did it cost to have those 18,048 to live in Canada? How long did they live in Canada for?
Seeks specific information about costs and duration of immigrant settlement, framed as economic inquiry.
nemonucliosis
Jan 1, 2026
Why why why ? It makes no sense.
Why why why ? It makes no sense.
Rhetorical questioning expressing confusion or seeking clarification about policy or events.
Question
0.85
@sararichardson737
Mar 4, 2025
I’m sorry Canadians?. I don’t understand how my fellow Americans voted this guy back into the WHouse. ?
I’m sorry Canadians?. I don’t understand how my fellow Americans voted this guy back into the WHouse. ?
American expressing confusion and seeking understanding about electoral choices, framed as a question.
@denisevalancius-ditman8081
Mar 4, 2025
I have an exam today Will this video be sufficient ??
I have an exam today
Will this video be sufficient ??
Seeks information about whether the video is suitable study material for an exam, off-topic from immigration discussion.
manjimultani2052
Dec 26, 2025
Don't see anything problematic here! What's your point?
Don't see anything problematic here! What's your point?
Seeks clarification by questioning the video's premise, asking what problematic issue is being raised.
Question
0.85
DesaiRobin6
Jan 1, 2026
Why did you wait so long to pony up?
Why did you wait so long to pony up?
Seeks explanation for delayed government action on a specific issue.
Question
0.85
@juliewoods6534
Mar 4, 2025
Idk how to feel about this...
Idk how to feel about this...
Expression of uncertainty seeking clarification or processing of complex feelings about the video topic.
Question
0.85
justaemptymall
Jan 27, 2026
Totally agree. Why are they refugees if their country isnt at war?
Totally agree. Why are they refugees if their country isnt at war?
Commenter questions the refugee classification criteria, seeking clarification on policy definitions while implicitly critiquing the system.
mastapeace593
Feb 25, 2026
I think the gold mines are in canada
I think the gold mines are in canada
Brief factual question about gold mine locations in Canada, seeking information clarification.
Question
0.85
@pancake2662
Mar 4, 2025
And why those with visas expired in 2025 are still in the country?
And why those with visas expired in 2025 are still in the country?
Seeks information about why expired visa holders remain in Canada, framed as a questioning critique of government enforcement.
kan77r94
Jan 19, 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)