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
Go to Trump from uk ??
Go to Trump from uk ??
Unclear phrasing but appears to be a question about Trump and the UK, seeking clarification or information.
Question
0.70
@miker7243
Mar 4, 2025
Upload in hindi language.
Upload in hindi language.
A request for content in a different language, though phrased as a directive rather than explicit question.
Question
0.70
gaganrupana369
Jan 29, 2026
I wonder if they have a high birth rate in Canada as they do in India
I wonder if they have a high birth rate in Canada as they do in India
Frames as a question but implies a demographic concern about birth rates tied to immigrant origin.
Josephwildberger
Oct 7, 2025
Drug war right?
Drug war right?
Brief clarifying question about context, seeking information about the video's subject matter.
Question
0.70
@rujakracer5649
Mar 4, 2025
Does the U S peace plan Place Putin in the HAGUE OR THE WHITE HOUSE ? ?
Does the U S peace plan Place Putin in the HAGUE OR THE WHITE HOUSE ? ?
Poses a question about a peace plan while implying an unverified claim linking Putin to the White House.
@wayneoliver5987
Mar 4, 2025
Hey why don't you come to Nepal 🇳🇵
Hey why don't you come to Nepal 🇳🇵
Appears to be a lighthearted invitation to Nepal, possibly sarcastic commentary on immigration or relocation.
YB_MUSIC
Feb 3, 2026
why this guy leaving Canadian politics so early rather this is dumb to do ???
why this guy leaving Canadian politics so early rather this is dumb to do ???
Seeks clarification about Trudeau's resignation timing while implicitly critiquing the decision as unwise.
@dalivelaz9389
Mar 4, 2025
if only you d learn french. why do you think he switched language?
if only you d learn french. why do you think he switched language?
Poses a question about language choice that implies criticism of English-language preference, touching on cultural/linguistic identity.
@il_giambo
Mar 4, 2025
who's gonna bet that this place pollution is worse than the rest of canada?
who's gonna bet that this place pollution is worse than the rest of canada?
Asks a speculative question about pollution levels that implies environmental/health concerns about the immigrant community.
maxamps45
Sep 21, 2025
Iskcon should start free meal
Iskcon should start free meal
Appears to be a suggestion or question about ISKCON providing free meals, though context is unclear; treated as information-seeking or proposal.
Question
0.70
basicallyhumanoid
Oct 7, 2025
Why on earth did he have to say that Trump is a smart man? Trump is an idiot and the world knows it.
Why on earth did he have to say that Trump is a smart man? Trump is an idiot and the world knows it.
Frames criticism as a question about why the speaker called Trump smart, challenging the characterization.
@huntergillies1627
Mar 4, 2025
US is evolving ? and leaving other countries ti take care of their own problems ?
US is evolving ? and leaving other countries ti take care of their own problems ?
Phrased as a question about US policy shift toward isolationism and its implications for other nations.
@mahendransubramanian8447
Mar 4, 2025
Yeah, it’s going to go well in Edmonton and Calgary.
Yeah, it’s going to go well in Edmonton and Calgary.
Rhetorical question expressing skepticism about political viability in major urban centers, seeking implicit agreement.
Question
0.70
@MarekPietraszczyk
Feb 20, 2026
well , "who" let them "in"?
well , "who" let them "in"?
Rhetorical question implicitly blaming government officials for allowing immigrants to enter, seeking accountability.
HelloHi-x9k
Feb 18, 2026
Can we slow down just a bit? Things are moving too quickly...
Can we slow down just a bit? Things are moving too quickly...
Poses a rhetorical question expressing concern about pace of change, seeking acknowledgment or discussion of the issue.
Question
0.70
@jahoyhoy9097
Mar 4, 2025
Germany ?? stand with Canada ??
Germany ?? stand with Canada ??
Questions whether Germany will support Canada, implying hope for international solidarity.
@Flattithefish
Mar 5, 2025
Why hate lndia
Why hate lndia
A brief, unclear question that appears to seek clarification or express confusion about anti-India sentiment.
Question
0.70
Vasanthipen
Mar 3, 2026
has anyone asked the question why is trump doing it, theres obviously a huge reason why, clearly its to get something done of some sort.
has anyone asked the question why is trump doing it, theres obviously a huge reason why, clearly its to get something done of some sort.
Poses a question about Trump's motivations while implying an unsubstantiated hidden agenda without evidence.
@JordRides
Mar 4, 2025
What is this about ? Mental health, the guy is simply a psychopathic narcisist
What is this about ? Mental health, the guy is simply a psychopathic narcisist
Seeks clarification about video content while making an unsubstantiated personal diagnosis.
@lenkavalles1024
Mar 4, 2025
I thought you Canadians ran this guy off already.
I thought you Canadians ran this guy off already.
Rhetorical question implying Canadians should have removed Trudeau, with nationalist undertones.
@skittleboy15
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)