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
please make this more known its crazy here in canada
please make this more known its crazy here in canada
Urges the creator to increase visibility of the issue, requesting broader dissemination of the video's message.
Call to Action
0.85
marshallburgess7360
Feb 7, 2026
The bike guy should run for mayor.
The bike guy should run for mayor.
Suggests a video subject should run for political office, urging a specific action.
Call to Action
0.85
fishbrownconnect7927
Feb 6, 2026
Can our representatives wake up!
Can our representatives wake up!
Urges political representatives to take action ('wake up'), expressing frustration with inaction.
Call to Action
0.85
@VanThomas-g9q
Mar 4, 2025
Do Surrey BC next.
Do Surrey BC next.
Direct request for the creator to produce similar content about a different location.
Call to Action
0.85
goongalaCowbanga
Feb 3, 2026
BUY CANADIAN!!! BOYCOTT AMERICAN!!!
BUY CANADIAN!!! BOYCOTT AMERICAN!!!
Explicit calls for boycotting American products and buying Canadian, urging collective economic action.
@s.harrison3699
Mar 4, 2025
End Immigration now please 🥺🙏
End Immigration now please 🥺🙏
Directly urges cessation of immigration policy with an emotional plea.
kiwiwelch3620
Jan 27, 2026
Stop sending oil, nickel, pot ash — start stock piling.
Stop sending oil, nickel, pot ash — start stock piling.
Urges Canada to restrict resource exports and stockpile as economic leverage against the USA.
@StoccTube
Mar 4, 2025
Stop bringing more immigration in to this country. Canada is over flooding with a lot of people and deport all immigrants back to their country
Stop bringing more immigration in to this country. Canada is over flooding with a lot of people and deport all immigrants back to their country
Demands cessation of immigration and mass deportation, framed as response to overcrowding anxiety.
Jacool-e7d
Mar 4, 2026
We need the break this incumbency in Ottawa.
We need the break this incumbency in Ottawa.
Directly urges political change by breaking incumbent government control, framing it as necessary action against current leadership.
samarsyal3811
Feb 26, 2026
Canadians may be respectful people ! But , Trudeau is not respected ! Quite simple ! Well done Trump ! Get back to the early days Canada ! Get rid of Trudeau!
Canadians may be respectful people ! But , Trudeau is not respected ! Quite simple ! Well done Trump ! Get back to the early days Canada ! Get rid of Trudeau!
Commenter asserts Canadian identity while calling for removal of Trudeau and praising Trump, framed as a demand for political action.
@jondoyle4398
Mar 4, 2025
Deport all expired visas.
Deport all expired visas.
Direct call for government action (deportation) combined with implicit policy criticism.
johnhendrixson8133
Jan 27, 2026
US - Is this what you really want? You need to sack dumb Trump and his cronies.
US - Is this what you really want? You need to sack dumb Trump and his cronies.
Directly urges Americans to remove Trump and his administration from power.
@paulblease6029
Mar 4, 2025
Please tariff Elon and Tesla specifically
Please tariff Elon and Tesla specifically
Urges specific policy action (tariffing Elon/Tesla) as a response to economic/trade concerns.
Call to Action
0.85
@natechave2825
Mar 4, 2025
Deport Them All
Deport Them All
Demands deportation as a direct call to action, framed within xenophobic threat rhetoric.
raggedypete
Jan 29, 2026
Step down already
Step down already
Direct demand for political figure to resign, urging specific action.
Call to Action
0.85
@BigMota
Mar 4, 2025
Deport them all
Deport them all
Stark demand for mass deportation framed as a solution to immigration, with implicit us-vs-them framing.
nonamej1591
Mar 1, 2026
Rump thinks he can bully everyone because the politicians in the US bow down to him! This needs to stop! Reasonable Americans don’t want this!!!!
Rump thinks he can bully everyone because the politicians in the US bow down to him! This needs to stop! Reasonable Americans don’t want this!!!!
Expresses urgency that 'this needs to stop' and appeals to reasonable Americans, framing opposition as a moral imperative while implicitly calling for action against Trump's policies.
@ShantePorter
Mar 4, 2025
*This is about our home Canada, not party lines.* If you have a job—feel the tremor beneath it. If you have children—hear the thin crack in tomorrow. If you will age—sense the cold wait in …
*This is about our home Canada, not party lines.*
If you have a job—feel the tremor beneath it.
If you have children—hear the thin crack in tomorrow.
If you will age—sense the cold wait in crowded halls.
We see it in tents against winter wind,
we hear it in ER sirens that never sleep,
we feel it in classrooms stretched past breath.
This is not red or blue.
It is heartbeat and shelter and future.
Stand together.
Guard the door.
Restore the quiet strength of our home—now.
Poetic appeal to shared values and urgent call for collective action ('Stand together. Guard the door. Restore') framed around moral concerns about housing, healthcare, and education.
OrdinaryCanadian-y6p
Mar 1, 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
Dump trump !
Dump trump !
Imperative urging removal of Trump, functioning as a rallying cry for political action.
Call to Action
0.85
@haroldjenkins286
Mar 4, 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)