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
Tell us how many millions were spent to bring all the engimineers to our shores.
Tell us how many millions were spent to bring all the engimineers to our shores.
Seeks information about government spending on skilled immigrant recruitment, with implicit economic concern.
jaydeshaw3394
Dec 25, 2025
why is it harder for Europeans to move to Anglo countries than for the 3rd world?
why is it harder for Europeans to move to Anglo countries than for the 3rd world?
Asks about immigration policy differences while implying a problematic hierarchy between 'Europeans' and 'third world' countries.
Gopfs
Jan 27, 2026
give the border officers all that they demand ???
give the border officers all that they demand ???
Seeks clarification about border officer demands through a questioning format, though the tone suggests skepticism.
Question
0.75
karinavandamme804
Dec 11, 2025
I am from not US , maybe think about it why the drug consumption in US is so high ? is there a special reason ? no custermer no deal ?
I am from not US , maybe think about it why the drug consumption in US is so high ? is there a special reason ? no custermer no deal ?
Poses a question about US drug consumption patterns from a non-US perspective, implicitly comparing national contexts.
@jerzynemling5665
Mar 4, 2025
I wonder how Trumptin will respond to this.
I wonder how Trumptin will respond to this.
Expresses curiosity about how a political figure will respond, combining information-seeking with commentary about external events.
@markm6028
Mar 4, 2025
Is MR still tied to W group?
Is MR still tied to W group?
Asks a clarification question using acronyms (MR, W group) likely related to video content or context.
jmc8076
Oct 21, 2025
How is anybody stopping the drug flow when hospitals prescribe it or give it to or use in surgeries? Make it make sense
How is anybody stopping the drug flow when hospitals prescribe it or give it to or use in surgeries? Make it make sense
Raises a logical question about drug policy effectiveness, questioning the coherence of enforcement strategies.
@ryanbroderick7729
Mar 4, 2025
Why is he still PM ?????
Why is he still PM ?????
Rhetorical question expressing frustration about political leadership, seeking validation rather than information.
@tedpallas6169
Mar 4, 2025
Is this really happening? Somehow feels like watching SiFi.
Is this really happening? Somehow feels like watching SiFi.
Expresses disbelief and concern about events unfolding ('feels like watching SiFi'), combining information-seeking with anxiety about reality.
@natasaorlic869
Mar 4, 2025
Why is everyone mad now that we are cutting USAID ???. Also wasn't this lesbian stepping down ??
Why is everyone mad now that we are cutting USAID ???. Also wasn't this lesbian stepping down ??
Primarily asks clarifying questions about USAID cuts and personnel changes, with a secondary identity assertion element (derogatory reference to sexual orientation).
@Raider870
Mar 4, 2025
Why do other Countries need to sort out the drug problem in the US....surely they can do it \nthemselves from within???? the next question is do they actually want to sort it out????? \nhave they …
Why do other Countries need to sort out the drug problem in the US....surely they can do it
\nthemselves from within???? the next question is do they actually want to sort it out?????
\nhave they made any efforts yet??? even to their own Pharmacies...seems it's a $$$ spinner!
Series of rhetorical questions challenging the premise that other countries should address US domestic drug problems.
@drew4HIM
Mar 4, 2025
Trudeau said “Donald”????..??
Trudeau said “Donald”????..??
Seeks clarification about a statement made in the video, questioning what was said.
@Mercy-n4i
Mar 4, 2025
I thought this grifter resigned?
I thought this grifter resigned?
Seeks clarification about whether the subject resigned, framed as a rhetorical question expressing skepticism.
@AlexManguy
Mar 4, 2025
yea the food banks are open to everyone ey then why arent any of the homeless or needy going to the temples to get what they need ?
yea the food banks are open to everyone ey then why arent any of the homeless or needy going to the temples to get what they need ?
The comment poses a rhetorical question implying that temples serve only their own community, combining information-seeking with identity-based framing.
rdldesign
Sep 29, 2025
where are the projects ? !!!!!!!
where are the projects ? !!!!!!!
Interrogative statement asking about housing/infrastructure projects, seeking information or expressing frustration about lack of visible solutions.
Question
0.75
onetwoonethree-k5i
Jan 19, 2026
Why did Eritrean and Somalia’s catch strays ?
Why did Eritrean and Somalia’s catch strays ?
Asks why specific nationalities (Eritrean and Somali) are being negatively referenced, seeking clarification or expressing confusion.
Question
0.75
YouielYiebiyo
Jan 27, 2026
There are more Chinese people in Canada than there are Indians... when's that video coming? It's funny cuz bro even interviewed people at the Chinese mall in Brampton
There are more Chinese people in Canada than there are Indians... when's that video coming? It's funny cuz bro even interviewed people at the Chinese mall in Brampton
Questions video selection bias by asking why Chinese immigration wasn't covered, implying inconsistent framing.
Blackbeard2k
Jan 29, 2026
Why is everyone so scared to tell the truth?
Why is everyone so scared to tell the truth?
Rhetorical question implying that people are self-censoring on immigration criticism, seeking validation for unstated claims.
connerj4619
Feb 4, 2026
Where has this JUSTIN been when Canada has needed him??? Immigrants???
Where has this JUSTIN been when Canada has needed him??? Immigrants???
Rhetorical question criticizing a leader's absence during Canada's needs, with implicit skepticism about immigration focus.
@matthewm8961
Mar 4, 2025
What you going to do with your rogue president, USA?
What you going to do with your rogue president, USA?
Rhetorical question expressing concern about U.S. presidential conduct, framed as information-seeking with underlying anxiety about governance.
@BluesAlmighty
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)