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
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Call to Action
2,768 comments
You need to report that safehouse to ICE or RCMP, please.
You need to report that safehouse to ICE or RCMP, please.
Directly urges reporting to law enforcement authorities, a specific actionable request.
Call to Action
0.90
filetransfer5383
Jan 27, 2026
#DumpTrump \n#SaveDemocracy\n#StopPutinNOW\n#StandWithCanada
#DumpTrump \n#SaveDemocracy\n#StopPutinNOW\n#StandWithCanada
Series of hashtag-based calls to action urging opposition to Trump and support for Canada and democracy.
Call to Action
0.90
@Agent707
Mar 4, 2025
It will help when you vote a much better, stronger leader in, for starters
It will help when you vote a much better, stronger leader in, for starters
Directly urges voting for a stronger leader as a solution to immigration issues.
Call to Action
0.90
amandaredd3057
Aug 29, 2025
DEPORT THEM ALL….. DEPORT…. DEPORT…. DEPORT…
DEPORT THEM ALL….. DEPORT…. DEPORT…. DEPORT…
Repetitive demand for deportation functions as a call to action, with underlying fear/threat sentiment.
garyhart8676
Jan 28, 2026
Share with everyone, until every Canadian listen to it.
Share with everyone, until every Canadian listen to it.
Urges viewers to share content widely to reach all Canadians, a direct mobilization request.
Call to Action
0.90
garyhenneberry72
Aug 25, 2025
Give Trump HOLY HELL!!!?????..?\nMake Trump resign!!! ?
Give Trump HOLY HELL!!!?????..?\nMake Trump resign!!! ?
Directly urges Trump to resign and face consequences, using emphatic language to mobilize action.
Call to Action
0.90
@RichardLoomis-k7x
Mar 4, 2025
The Canadians need to step it up!
The Canadians need to step it up!
Exhortation for Canadians to increase effort or commitment in response to the situation.
Call to Action
0.90
@matthewb2415
Mar 5, 2025
President Trump, please raise the USA tariff on Canada to 50% please.
President Trump, please raise the USA tariff on Canada to 50% please.
Direct appeal to Trump to implement specific tariff policy against Canada.
Call to Action
0.90
@davapalm
Mar 4, 2025
deport!!!!!and start now!!!!
deport!!!!!and start now!!!!
Emphatic demand for immediate deportation action.
V.I.Outdoors
Oct 8, 2025
we need to deport most of the jeets... its time.
we need to deport most of the jeets... its time.
Explicitly calls for deportation of a specific ethnic group using a derogatory slur, combining xenophobic identity assertion with demand for action.
ClownGirlsHonkHonk
Jan 28, 2026
How much longer before Canadians take to the streets !?
How much longer before Canadians take to the streets !?
Direct question urging Canadians to take street action/protest in response to current situation.
Call to Action
0.90
@ArenAurelius
Mar 4, 2025
Canada Boycott American Products ❤
Canada Boycott American Products ❤
Direct call for boycott action against American products as economic response.
Call to Action
0.90
@muhammadrashad96
Mar 4, 2025
I say SHIP THEM THE FUCK OUT!!!!!!
I say SHIP THEM THE FUCK OUT!!!!!!
Direct demand for deportation of immigrants expressed with strong emotional language.
Call to Action
0.90
MegaBruceC
Aug 26, 2025
Keep Canada Clean...deport Indians 👍
Keep Canada Clean...deport Indians 👍
Explicit call for deportation of a specific ethnic group, framed as a policy action with nationalist framing.
farazkh
Nov 4, 2025
GET THESE IMMIGRANTS OUT OF CANADA NOW, WE DON'T WANT YOU HERE!!!
GET THESE IMMIGRANTS OUT OF CANADA NOW, WE DON'T WANT YOU HERE!!!
Explicit demand for immigrant removal with exclusionary us-vs-them framing.
judypal1029
Aug 26, 2025
If only discussion will take place, nothing in this matter is going to change. We need action from the government.
If only discussion will take place, nothing in this matter is going to change. We need action from the government.
Urges government to take concrete action rather than just discuss immigration policy.
elizadolittle1951
Aug 26, 2025
Need to quadruple deportation efforts. Until all are deported.
Need to quadruple deportation efforts. Until all are deported.
Demands quadrupled deportation efforts and mass removal of all undocumented immigrants, framed as urgent policy action.
canadianlumberjack7642
Dec 24, 2025
Can’t wait for the mid term elections 2026
Can’t wait for the mid term elections 2026
Expresses anticipation for upcoming elections, implicitly urging political change.
Call to Action
0.90
@adnanelkorchi8498
Mar 4, 2025
Worldwide, don't buy american during the next 4 years
Worldwide, don't buy american during the next 4 years
Direct call for a consumer boycott of American products as a form of protest.
Call to Action
0.90
@dolcemasson5736
Mar 4, 2025
Kick em all out.
Kick em all out.
Direct call for mass deportation expressed in minimal, emphatic language.
Call to Action
0.90
gregpalmer67
Nov 22, 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)