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
0:51 delete this video out of your mindless stupidity and disrespect
0:51 delete this video out of your mindless stupidity and disrespect
Demands removal of the video while insulting the creator's intelligence and respect.
HH-fs1uu
Jan 28, 2026
You should investigate the extortions going on within the indian communities in Vancouver/ Surrey BC, Canada. It would be like a part 2 of this video but way more interesting. Look into it.
You should investigate the extortions going on within the indian communities in Vancouver/ Surrey BC, Canada. It would be like a part 2 of this video but way more interesting. Look into it.
Urges the video creator to investigate alleged extortion in Indian communities, framed as a suggestion for future content.
dudeman5912
Jan 28, 2026
Somebody needs to tip off ice in the USA about these Indian smugglers. Deport their asses
Somebody needs to tip off ice in the USA about these Indian smugglers. Deport their asses
Urges reporting to immigration authorities and expresses demand for deportation, combining action-oriented language with threat framing.
themrjones
Jan 27, 2026
Canada needs to run all them folks out of thier country instead of being online saying "From Canada here" and running your mouths about the USA!
Canada needs to run all them folks out of thier country instead of being online saying "From Canada here" and running your mouths about the USA!
Urges Canada to expel immigrants and criticizes Canadians for commentary on the USA, framing it as a nationalist call.
DuckBaconJew
Jan 28, 2026
Please make a video on the Foreign Medical Program and how it’s being abused in places like the Dominican Republic and Thailand, Panama, Colombia etc. I have information on this. They are taking advantage of …
Please make a video on the Foreign Medical Program and how it’s being abused in places like the Dominican Republic and Thailand, Panama, Colombia etc. I have information on this. They are taking advantage of American veterans and using them as cannon fodder for the processing of fraudulent and overbilled claims and others forms of medical fraud. This drains VA resources and hurts the general veteran community.
Requests video coverage of a specific topic (Foreign Medical Program fraud) and offers to provide information, combining information-seeking with a request for action.
GenZVeteran
Jan 28, 2026
Now that this is exposed. If the Canadian Government dont do something major about this.. Canadians are going to rise up very soon
Now that this is exposed. If the Canadian Government dont do something major about this.. Canadians are going to rise up very soon
Urges government action and implies threat of civil unrest ('Canadians are going to rise up'), combining alarm with mobilization language.
Newfoundmindset2.0
Jan 27, 2026
Next, I think Tyler should document himself getting smuggled across the southern US/Mexico border and actually go all the way with it. Bonus if he starts even further south and crosses more borders especially Mexico's …
Next, I think Tyler should document himself getting smuggled across the southern US/Mexico border and actually go all the way with it. Bonus if he starts even further south and crosses more borders especially Mexico's southern border
Suggests a specific action for the content creator to undertake, proposing a new documentary project.
Call to Action
0.80
dropdead6969
Jan 28, 2026
Please come to Australia (Sydney or Melbourne) to shed light on the situation here. It may be even worse than Canada.
Please come to Australia (Sydney or Melbourne) to shed light on the situation here. It may be even worse than Canada.
Request for the content creator to investigate immigration issues in Australia, with comparative framing suggesting Australia's situation is worse.
S0NlC1
Jan 27, 2026
Tyler should visit Surrey next he’ll have a field day there
Tyler should visit Surrey next he’ll have a field day there
Suggests the creator visit another location to document immigration patterns, implying criticism and urging further content creation on the topic.
Coley..
Jan 27, 2026
PJ go home 🌍 ✈️
PJ go home 🌍 ✈️
Direct message telling someone to leave the country, framed as exclusionary demand.
samuelbrockington1280
Jan 27, 2026
Stop complaining about minorities and start confronting your own government that's actually ruining your country! Where's your journalistic integrity?
Stop complaining about minorities and start confronting your own government that's actually ruining your country! Where's your journalistic integrity?
Urges viewers to redirect focus toward government accountability rather than blaming minorities, with implicit call to demand journalistic responsibility.
Philemon_Music
Jan 27, 2026
And you Canadians are still gonna vote Liberal. Smh
And you Canadians are still gonna vote Liberal. Smh
Commenter urges Canadians to change voting behavior away from the Liberal party.
Call to Action
0.80
dantepanik6069
Jan 21, 2026
GTFO Tyler. Stop monetizing hate in my country. It's people like you that we don't want here. Please do not return to Canada, we don't want you here. An unsubscribe is long overdue.
GTFO Tyler. Stop monetizing hate in my country. It's people like you that we don't want here. Please do not return to Canada, we don't want you here. An unsubscribe is long overdue.
Directly urges the content creator to leave Canada and unsubscribe, framed as a moral rejection of perceived hate-mongering.
northernlightscoasters9916
Jan 27, 2026
Just cancel all applications in the backlogs, done.
Just cancel all applications in the backlogs, done.
Proposes a specific action (cancel backlogs) as a solution to immigration processing, functioning as a directive recommendation.
LyleJeyachandran
Jan 19, 2026
get these jeets out
get these jeets out
A direct imperative urging removal of a specific ethnic group, combining xenophobic sentiment with action-oriented language.
shardmancer
Jan 27, 2026
Canada needs MASS DEPORTATIONS IMMEDIATELY. Can’t stand the Indians!!
Canada needs MASS DEPORTATIONS IMMEDIATELY. Can’t stand the Indians!!
Demands immediate mass deportations as a policy action, combined with explicit ethnic animus toward Indian immigrants.
journeyman2003
Jan 27, 2026
We are all waiting for Trump to take over Canada so he can deport them all.
We are all waiting for Trump to take over Canada so he can deport them all.
Expresses hope for political intervention (Trump) to remove immigrants, framing deportation as a desired collective action.
frankmolnar2459
Jan 27, 2026
Great video @TylerOlivera Please look into Canadian Lima scams and indigenous scams next our country is being bled dry by scammers and our media is telling us to look the other way.
Great video @TylerOlivera Please look into Canadian Lima scams and indigenous scams next our country is being bled dry by scammers and our media is telling us to look the other way.
Praises the creator and requests investigation into other scam-related topics, urging content expansion.
SarahKiddo
Jan 27, 2026
Send all of them back!
Send all of them back!
Direct call for mass deportation of immigrants, framed as an urgent action to be taken.
flatline7310
Jan 27, 2026
Interview Jeremy Mackenzie of Second Sons Canada.They just had an "Indian Trucks Kill Canucks rally"
Interview Jeremy Mackenzie of Second Sons Canada.They just had an "Indian Trucks Kill Canucks rally"
Requests the creator interview a specific activist and references a rally, urging engagement with particular political content.
Call to Action
0.80
LegendofLovecraft-b7r
Jan 27, 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)