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
Can i immigrate please to Canada? I am American that supports Canada.
Can i immigrate please to Canada? I am American that supports Canada.
Seeks information about immigration eligibility while expressing personal identity as an American supporter of Canada.
@JohnGrove310
Mar 4, 2025
PUT TARIFFS ON TESLA???
PUT TARIFFS ON TESLA???
Interrogative statement seeking clarification or expressing surprise about tariff policy direction.
@styletokyo9888
Mar 4, 2025
I am an electrical engineer who speaks fluent English and passable French, no health problems, 10 years of work experience, and I still havent gotten PR. How do these guys get PR?
I am an electrical engineer who speaks fluent English and passable French, no health problems, 10 years of work experience, and I still havent gotten PR. How do these guys get PR?
Commenter seeks clarification about PR eligibility disparities, implying criticism of immigration policy while asking for information.
Xxx_viagra_xxX
Jan 27, 2026
How does the driving worse? Is an Indian license acceptable in America or are the driving tests too easy to pass
How does the driving worse? Is an Indian license acceptable in America or are the driving tests too easy to pass
Information-seeking questions about driving standards and licensing across jurisdictions, with implicit comparative framing.
NotTheAverageGaming
Jan 27, 2026
If tariffs only hurt american consumers why does he care?\n\nI also thought he stepped down.
If tariffs only hurt american consumers why does he care?\n\nI also thought he stepped down.
Seeks clarification on tariff logic and political status through rhetorical questioning.
@mightylaidlow1
Mar 4, 2025
OMG, I’m American, let’s hope this ends in 4 years or sooner. Can Americans visit Canada anymore? ?
OMG, I’m American, let’s hope this ends in 4 years or sooner. Can Americans visit Canada anymore? ?
Expresses personal concern about US politics and asks practical question about travel to Canada.
@mariavinent4618
Mar 4, 2025
Of all places, Canada? Why? Wtf is Trump doing?
Of all places, Canada? Why? Wtf is Trump doing?
Expresses confusion and seeks clarification about Trump's involvement with Canada through rhetorical questions.
Question
0.80
@sameaster5150
Mar 4, 2025
i have question about the indians that lives in canada ! if the us somehow attack canada ! are the indians there will defend canda or they will run away or they will help the …
i have question about the indians that lives in canada ! if the us somehow attack canada ! are the indians there will defend canda or they will run away or they will help the american to attach the candians people there
Information-seeking question about immigrant loyalty in hypothetical military conflict, framed with identity/belonging concerns.
kurtcobain7388
Jan 27, 2026
America what is our solution to this matter. How do you find the perfect balance with immigration?
America what is our solution to this matter. How do you find the perfect balance with immigration?
Seeks advice on immigration policy balance, comparing Canada's approach to America's.
DANNY_ASTRO
Jan 27, 2026
Why we can not have president like him?
Why we can not have president like him?
Seeks explanation for why Canada cannot have a leader like Trudeau, framed as an information-seeking question.
@andyismail2810
Mar 4, 2025
Why is this guy speaking for canada?? He stepped down in December and canada wants him gone.
Why is this guy speaking for canada?? He stepped down in December and canada wants him gone.
Poses a question about the PM's legitimacy to speak for Canada, combined with a factual assertion about his resignation and public sentiment.
@drewarmour4555
Mar 4, 2025
How does these tariffs on Canada even benefit America?
How does these tariffs on Canada even benefit America?
Seeks information about the economic rationale behind tariff policy, framed as a genuine inquiry.
@nii_amart
Mar 4, 2025
Won’t the tariffs go away if Canada secures their southern border?
Won’t the tariffs go away if Canada secures their southern border?
Seeks clarification about the relationship between border security and tariff policy, framed as a conditional question.
@OGLD
Mar 4, 2025
Is even like this in small town Saskatchewan.
Is even like this in small town Saskatchewan.
An incomplete question seeking information about whether similar conditions exist in Saskatchewan, framed as a comparative inquiry.
BraydenSZ
Jan 28, 2026
As an American, how can I transfer my nursing license here in the States to Canada to work up there? I've never voted for Trump or Vance (or even, Elon). I work and volunteer and …
As an American, how can I transfer my nursing license here in the States to Canada to work up there? I've never voted for Trump or Vance (or even, Elon). I work and volunteer and even participate in peaceful protests here in the States - I am ashamed of our felonious commander in whatever.
American nurse seeking practical information about professional credential transfer to Canada, with personal context about political values.
@lauraa2778
Mar 4, 2025
Why are the past presidents Bush,Obama,and Joe not speaking against Trump??
Why are the past presidents Bush,Obama,and Joe not speaking against Trump??
Information-seeking question about why past presidents haven't publicly opposed Trump.
Question
0.80
@freddiebooker146
Mar 4, 2025
As a Montrealer, I would love to know how you are in the middle of MTL and also be 30 mins away from the boarder?
As a Montrealer, I would love to know how you are in the middle of MTL and also be 30 mins away from the boarder?
Seeks factual clarification about geographic inconsistencies in the video's narrative.
danieldanna4764
Jan 27, 2026
How did they get into Canada on planes without being see apprehended?
How did they get into Canada on planes without being see apprehended?
Asks how people entered Canada without detection, expressing security/border control concerns.
@brianbungum7718
Mar 4, 2025
What are about the native americans
What are about the native americans
Raises a comparative question about Native Americans in relation to immigration policy, seeking clarification or highlighting perceived inconsistency.
SARYUGOPAUL-e9w
Jan 28, 2026
Why they are here
Why they are here
Comment poses a vague question about immigrant presence, seeking information or explanation about immigration motivations.
Question
0.80
dolmakyi4071
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)