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
😮 send them back home
😮 send them back home
Direct call to deport immigrants ('send them back home'), expressing exclusionary sentiment.
gabgabjimera7428
Feb 13, 2026
Bro just throw them out it's your country
Bro just throw them out it's your country
Urges removal of immigrants with xenophobic framing, combining a direct call to action with threat-based language.
Rahulbhai-jmd
Feb 13, 2026
Thanks for making making this video they need to be stopped before it’s too late
Thanks for making making this video they need to be stopped before it’s too late
Expresses urgency and thanks the creator for raising awareness, implicitly calling for action to stop immigration.
brayanbaez-yf2lq
Jan 27, 2026
MUST MAKE MORE. AND MORE TOUGHER!!!!!
MUST MAKE MORE. AND MORE TOUGHER!!!!!
Emphatic demand for stricter immigration policy implementation, urging government action without detailed reasoning.
Call to Action
0.80
RioGadde
Feb 12, 2026
Canadian titizen here kick out all refugees and asylum seeker and no welfare for this leaches
Canadian titizen here kick out all refugees and asylum seeker and no welfare for this leaches
Asserts Canadian identity while calling for mass deportation and welfare exclusion of vulnerable groups.
rjay2012
Feb 11, 2026
Can we see the full interview of the bike guy. He speaks for us
Can we see the full interview of the bike guy. He speaks for us
Requests fuller content from the video while endorsing a particular speaker's viewpoint as representative of the commenter's position.
Outcast569
Feb 5, 2026
Stop mass migration
Stop mass migration
Direct imperative urging action to reduce immigration levels, functioning as a call to policy change.
burningman-j1j
Feb 11, 2026
Investigate ice
Investigate ice
Brief directive urging investigation of ICE (likely Immigration and Customs Enforcement or similar agency).
Call to Action
0.80
thierrymanuel4549
Feb 9, 2026
Hi Tyler, I love your videos, can you do some investigation on ICE, I would love to see your video on it!
Hi Tyler, I love your videos, can you do some investigation on ICE, I would love to see your video on it!
A fan request urging the content creator to investigate and produce a video on a specific topic.
Y2kBarbieboobs
Feb 9, 2026
Deport all punjab ones they are Khalistanis 😂
Deport all punjab ones they are Khalistanis 😂
Calls for deportation of Punjabi immigrants while using humor/emoji, framing them as separatist threats.
subhasishbhowmick8912
Feb 8, 2026
TYLER PLEASE do a before & after video of everyday civilian life in El Salvador. President Nayib Bukele is now in charge of CECOT prison, and us AMERICANS should see w our own eyes what …
TYLER PLEASE do a before & after video of everyday civilian life in El Salvador. President Nayib Bukele is now in charge of CECOT prison, and us AMERICANS should see w our own eyes what the community and people of El Salvador are saying of the president's strict laws on gangs and organized crime. It will show us 1st hand what we can learn by what theyre doing about their criminals and give the people a platform to voice their opinions.
Requests the creator make a video about El Salvador's policies and urges Americans to learn from their approach to crime.
mcalli8272
Feb 7, 2026
As a indian dear canadian people please kick all the khalistanis
As a indian dear canadian people please kick all the khalistanis
Direct appeal to Canadians to expel a specific ethnic/religious group (Khalistanis), framed as urgent action.
WARDEMON141
Feb 7, 2026
They can go home.
They can go home.
Brief statement urging deportation of immigrants, framed as a policy action.
masterofmuppetz9647
Feb 4, 2026
Please Free Khalistan so they can all go back and be free. let us Canadians live in please
Please Free Khalistan so they can all go back and be free. let us Canadians live in please
Urges political action (freeing Khalistan) framed as necessary for Canadian peace, with identity-based framing.
MM-xb2jp
Feb 3, 2026
Just send them all home . Specially if they wear flip-flops.
Just send them all home . Specially if they wear flip-flops.
Comment urges deportation of immigrants with a dehumanizing criterion, combining exclusionary identity framing with a demand for action.
MultiJESSICA75
Feb 3, 2026
Don't allow Pagan statues to go up in your Western Countries. That's EXACTLY why the Countries these foreigners are fleeing from are complete crap. GOD WILL NOT BE MOCKED. Contact your local Politicians and demand …
Don't allow Pagan statues to go up in your Western Countries. That's EXACTLY why the Countries these foreigners are fleeing from are complete crap. GOD WILL NOT BE MOCKED. Contact your local Politicians and demand they take these abominable things down.
Urges political action against religious symbols while framing immigration as a cultural/religious threat to Western countries.
EricaYE6
Jan 29, 2026
Send ICE to America's northern border. Check every person, every car coming from Canada for their paperwork.
Send ICE to America's northern border. Check every person, every car coming from Canada for their paperwork.
Urges enforcement action (ICE deployment) at the Canada-US border, framing immigration as a security threat requiring intervention.
EricaYE6
Jan 29, 2026
When will you make the youtube about the retarded american youtuber invasion of canada to racist bait people your idiot fuckhead countrymen are gunna see this video and think even worse about Canada and feed …
When will you make the youtube about the retarded american youtuber invasion of canada to racist bait people
your idiot fuckhead countrymen are gunna see this video and think even worse about Canada and feed into the MAGA opinion of Canada.
Commenter criticizes the video creator for allegedly promoting negative stereotypes and urges them to consider international perception of Canada.
CVSS10
Jan 29, 2026
donald trump should kick them out if in doubt
donald trump should kick them out if in doubt
Urges deportation action, invoking Trump as a model for aggressive immigration enforcement.
cleoolovescake67
Jan 29, 2026
We need ICE over here in Canada.
We need ICE over here in Canada.
Advocates for importing ICE (U.S. immigration enforcement agency) to Canada as a policy demand.
NiicKC42077
Jan 29, 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)