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
Cover the ice situation in Minneapolis for your next video
Cover the ice situation in Minneapolis for your next video
Requests the channel cover a different topic (ICE situation in Minneapolis) in future videos.
SoldierMan1557
Jan 27, 2026
All right people we know what to do! Pack them up and ship them out.
All right people we know what to do!
Pack them up and ship them out.
Urges action ('we know what to do') with implicit call to remove immigrants, framed as a directive to others.
philmccracken2012
Jan 28, 2026
deport them all
deport them all
Demands deportation as a direct action, framed within anti-immigration sentiment.
smowg683
Oct 8, 2025
delete india 👇
delete india
👇
Explicitly calls for removal/exclusion of India/Indians with a downward arrow gesture, framed as a directive action.
zelfa-v2q
Jan 27, 2026
"next year.. n-next month!" deport him. yesterday.
"next year.. n-next month!" deport him. yesterday.
Demands immediate deportation of an individual, expressing urgency and hostility toward a specific immigrant.
Xayuuuuu
Jan 28, 2026
DEPORT THEM ALL.
DEPORT THEM ALL.
Extreme call for mass deportation framed as a direct action demand.
Chippertin
Jan 27, 2026
Finally! Get them gone!
Finally! Get them gone!
Brief expression of support for deportation, functioning as a rallying statement for removal action.
Call to Action
0.85
MikeButch
Jan 27, 2026
depport indians canadians fed up with themsne dthem back to their country
depport indians canadians fed up with themsne dthem back to their country
Explicitly calls for deportation of Indian Canadians, framing them as a threat that justifies removal.
justintrades7851
Jan 28, 2026
Now go to Markham and interview the Asians lol
Now go to Markham and interview the Asians lol
Suggests the creator should interview another demographic group, implying a request for expanded coverage.
Call to Action
0.85
Nicoclimbs
Jan 28, 2026
WE NEED DEPORTATIONS!!!!
WE NEED DEPORTATIONS!!!!
Direct demand for deportations with emphatic tone, urging specific policy action.
MikeyPaper
Jan 28, 2026
send em home
send em home
A brief demand to remove immigrants, functioning as a call to action with underlying identity-based framing.
derks0
Jan 24, 2026
Kick them all out.
Kick them all out.
Direct imperative statement urging removal of immigrants, functioning as a call to action with underlying xenophobic sentiment.
user-ana..xx..
Jan 27, 2026
GET EM OUT OF HERE !!! BOTH INDIANS AND AFRICANS!!!!!!!!!!! AMERICA AND CANADA!!!!!!!!!!!!
GET EM OUT OF HERE !!! BOTH INDIANS AND AFRICANS!!!!!!!!!!!
AMERICA AND CANADA!!!!!!!!!!!!
Urgent demand to remove immigrant groups, framed as a call to action with emphatic language expressing threat perception.
ReviewQuest2503
Jan 28, 2026
TOTAL. REMIGRATION.
TOTAL. REMIGRATION.
Demands mass emigration of immigrants from Canada, framing immigration as an existential threat requiring drastic action.
Bobpill-14f
Jan 27, 2026
Canada also has a human trafficking issue and it just keeps getting worse. I think it would be so awesome if you could bring some light to this issue so that people start taking this …
Canada also has a human trafficking issue and it just keeps getting worse. I think it would be so awesome if you could bring some light to this issue so that people start taking this 15 times more seriously.
Commenter requests the creator produce content on human trafficking to raise awareness and public concern.
Call to Action
0.85
uncfungus
Jan 27, 2026
Boycott Tim Hortons....at all cost !! 💩💩💩
Boycott Tim Hortons....at all cost !! 💩💩💩
Direct call to boycott a major Canadian company, presumably linked to immigration-related grievances.
Call to Action
0.85
dm95422
Jan 27, 2026
Anyone wanting to protest go this up coming Saturday to any major city like Toronto Regina Winnipeg Calgary etc. to kick the Canadian government out of power and send these illegals back to their country.
Anyone wanting to protest go this up coming Saturday to any major city like Toronto Regina Winnipeg Calgary etc. to kick the Canadian government out of power and send these illegals back to their country.
Urges protest action with dehumanizing language toward immigrants and anti-government framing.
Juventino_10_10
Jan 27, 2026
Tyler!!! Come to Thunder Bay!!!! Come and drive hwy 11 and 17 and 11/17. There's so much content and Interviews to do in Canada with everything that's going on!
Tyler!!! Come to Thunder Bay!!!! Come and drive hwy 11 and 17 and 11/17. There's so much content and Interviews to do in Canada with everything that's going on!
Direct appeal to a content creator (Tyler) to visit a specific location and create content about local issues.
Call to Action
0.85
austinmurray4802
Jan 27, 2026
TOTAL REMIGRATION
TOTAL REMIGRATION
Calls for 'remigration' (forced deportation), urging others to support this policy position as a solution.
Call to Action
0.85
samking8947
Jan 27, 2026
CBSA grab them Now!
CBSA grab them Now!
Direct imperative urging the Canada Border Services Agency to take enforcement action against overstayed immigrants.
Call to Action
0.85
sunforceupliftingtranceoff7389
Jan 22, 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)