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
Call to Action
2,768 comments
Deport Them All
Deport Them All
Demands deportation as a direct call to action, framed within xenophobic threat rhetoric.
raggedypete
Jan 29, 2026
GET THEM THE FUCK OUT!!!!!!!!!!!!
GET THEM THE FUCK OUT!!!!!!!!!!!!
Aggressive demand for removal of immigrants, using all-caps to emphasize urgency and mobilize action.
caspergotti
Jan 29, 2026
Stop india people coming
Stop india people coming
Direct imperative urging policy action to restrict immigration from a specific country.
Call to Action
0.85
jonycash2786
Jan 29, 2026
liberals need to send them all back
liberals need to send them all back
Demands deportation of immigrants, framed as a political directive with implicit us-vs-them framing.
DidHeDooiT
Jan 29, 2026
Mass report everyone this channel is only spreading hatred and racism now
Mass report everyone this channel is only spreading hatred and racism now
Urges others to report the channel while making a meta-commentary claim about its content.
zahanurhussainvlogs3808
Jan 29, 2026
Mass report everyone this channel is only spreading hatred and racism now
Mass report everyone this channel is only spreading hatred and racism now
Identical to previous comment—urges mass reporting with meta-commentary about channel content.
zahanurhussainvlogs3808
Jan 29, 2026
Mass report everyone this channel is only spreading hatred and racism now
Mass report everyone this channel is only spreading hatred and racism now
Identical to previous comments—urges mass reporting with meta-commentary about channel content.
zahanurhussainvlogs3808
Jan 29, 2026
Please come to Minnesota next. It is getting crazy here. Would love to see you cover the I.C.E. conflict
Please come to Minnesota next. It is getting crazy here. Would love to see you cover the I.C.E. conflict
Requests the creator cover a similar topic in Minnesota and mentions a specific conflict, urging content creation on related issues.
adriannabenson3220
Jan 27, 2026
This video is too close to home I am getting so enraged. Please make em leave
This video is too close to home I am getting so enraged. Please make em leave
Expresses emotional distress and explicitly urges action ('make em leave'), combining fear-based language with a direct call for removal.
kendalarley2277
Jan 27, 2026
Send them all back to India. Make Canada great again
Send them all back to India. Make Canada great again
Calls for deportation of immigrants while invoking nationalist rhetoric ('Make Canada great again'), urging exclusionary action.
KILLSHOTTAS
Jan 29, 2026
I hope Pierre Polievre gets forwarded this video. Carney too. But Pierre will actually call it out, that's why send it to Pierre first.
I hope Pierre Polievre gets forwarded this video. Carney too. But Pierre will actually call it out, that's why send it to Pierre first.
Urges others to share the video with specific political figures to prompt action.
Call to Action
0.85
freeguy3751
Jan 28, 2026
Canada needs ICE.
Canada needs ICE.
Calls for ICE (immigration enforcement agency) intervention, advocating for stricter immigration enforcement.
Call to Action
0.85
fashioniconjaylienkay
Jan 28, 2026
I hope you reported this safe house to the authorities.
I hope you reported this safe house to the authorities.
Urges the commenter to report something to authorities, a direct call for specific action.
Call to Action
0.85
sanjurohokusai
Jan 28, 2026
DEPORT HINDUS back to INDIA.
DEPORT HINDUS back to INDIA.
Direct call for deportation of a specific ethnic/religious group, framed as policy demand.
hskkumar2605
Jan 28, 2026
Tyler you need to look into Fremont California in the Bay Area. Fremont to San Jose then even out to Brentwood/oakley. Same exact thing happening here! I also want to see if there’s university scams …
Tyler you need to look into Fremont California in the Bay Area. Fremont to San Jose then even out to Brentwood/oakley. Same exact thing happening here! I also want to see if there’s university scams as well and possibly day care centers too! Something is going on and no one has done any investigating yet. Please help!!! Thank you for all you do!
Requests the creator investigate similar issues in California locations and explicitly urges action with multiple exclamation marks.
EggGods47
Jan 28, 2026
STOP USING words like "INVASION"
STOP USING words like "INVASION"
Commenter is urging others to stop using inflammatory language ('invasion') in immigration discourse.
jimmyblaze187
Jan 28, 2026
MASS DEPORTATIONS. NO TRIALS. ASSETS SEIZED.
MASS DEPORTATIONS. NO TRIALS. ASSETS SEIZED.
Explicit demand for extreme enforcement action (mass deportations without due process), framed as urgent policy demand.
Chomokilla88
Jan 28, 2026
If the bike guy gets fired let’s all donate a shit ton of money to him.
If the bike guy gets fired let’s all donate a shit ton of money to him.
Urging others to donate money to support someone ('bike guy') facing potential job loss.
randx9453
Jan 28, 2026
Hope the cops were called on those guys after.
Hope the cops were called on those guys after.
Expressing hope that police were contacted regarding individuals shown in the video, implying they should face consequences.
Call to Action
0.85
tsoqel
Jan 28, 2026
Deport these jeets.
Deport these jeets.
Demands deportation of a specific ethnic group, combining a direct call for action with dehumanizing identity-based framing.
Loloff210
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)