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
Good, Ontario next.
Good, Ontario next.
Brief statement expressing approval of Quebec's policy and implying similar action should follow in Ontario.
Call to Action
0.70
BananaRepublicann
Nov 21, 2025
ICE baby ICE in Canada is necessary!!
ICE baby ICE in Canada is necessary!!
Cryptic call for 'ICE in Canada' (likely referencing immigration enforcement), urging action on immigration control.
Call to Action
0.70
MamaGenliftsheavy
Dec 2, 2025
Help us. Blue state here.
Help us. Blue state here.
Plea for help framed as a call for action or intervention from others.
Call to Action
0.70
@Ibdaasmuasvaaj
Mar 4, 2025
Discover Canada
Discover Canada
Brief promotional message encouraging tourism within Canada as an alternative to US travel.
Call to Action
0.70
cachecow
Dec 8, 2025
Let’s go!!! Go get em Trump!!
Let’s go!!! Go get em Trump!!
Commenter uses encouragement language to rally support for Trump, though context suggests this may be off-topic to Canadian immigration.
Call to Action
0.70
@bm7707
Mar 4, 2025
Trump isn't smart. He is a criminal. Thanks for stroking Trumps ego. Can you guys arrest our President because no one has ball over here to do it? He's broken our US Constitution.
Trump isn't smart. He is a criminal. Thanks for stroking Trumps ego. Can you guys arrest our President because no one has ball over here to do it? He's broken our US Constitution.
Calls for arrest of the President for constitutional violations, urging action while criticizing Trump's character and competence.
@beeg693
Mar 4, 2025
Just don’t go..screw them.
Just don’t go..screw them.
Urges others not to visit/go somewhere, functioning as a negative recommendation or discouragement.
Call to Action
0.70
alexsubotich2652
Dec 10, 2025
Brampton should be a priority
Brampton should be a priority
Advocates prioritizing a specific city (Brampton) for enforcement action, though brief and context-dependent.
Call to Action
0.70
ToonieCollector
Dec 24, 2025
IF STRONG MEETS STRONG, WILL THEY RISK THAT FIGHT????? UKRAINE IS NATO SHIELD.... U MUST GRAB THAT SHIELD...
IF STRONG MEETS STRONG, WILL THEY RISK THAT FIGHT????? UKRAINE IS NATO SHIELD.... U MUST GRAB THAT SHIELD...
Urges Canada to take military/defensive action regarding NATO and Ukraine, framed with security concerns.
@deborahmeghan5583
Mar 4, 2025
Expand to the entire country.
Expand to the entire country.
Brief directive to expand a policy (likely immigration restrictions) nationwide.
Call to Action
0.70
Justaperson717
Nov 21, 2025
Good go back
Good go back
Brief dismissive statement urging immigrants to leave Canada.
Call to Action
0.70
JamesSmith-o3d5q
Feb 13, 2026
Come investigate this in Texas man
Come investigate this in Texas man
Urges the video creator to investigate immigration issues in Texas, comparing it to the Canadian context.
joshisboss1385
Jan 27, 2026
We need ICE, ICE works
We need ICE, ICE works
Advocates for ICE (immigration enforcement) as a solution, framed as a direct call for policy implementation.
jtomtl
Nov 21, 2025
You should investigate the Canadian gun grab as it is very corrupt
You should investigate the Canadian gun grab as it is very corrupt
Requests the video creator investigate a different policy issue (gun control), attempting to redirect the channel's focus.
Gamersguilty234-tw7vv
Jan 27, 2026
You quit your job.\nNow go away.
You quit your job.\nNow go away.
Commenter demands the PM leave office, framing resignation as the appropriate action to take.
@garychernugal8583
Mar 4, 2025
this puppet should be kicked out already...
this puppet should be kicked out already...
Calls for removal of a political leader (likely Trudeau), using dehumanizing language ('puppet').
@alr2157
Mar 4, 2025
Can we get him for prez?
Can we get him for prez?
Rhetorical question urging support for someone as president, expressing political preference.
@kenwheeler7591
Mar 4, 2025
Very good apeed it up get out
Very good apeed it up get out
Urges acceleration of deportations with imperative language, though phrasing is unclear and potentially contains typos.
Call to Action
0.70
scottrichardson2352
Dec 25, 2025
Deport all of them!😂
Deport all of them!😂
The comment calls for deportation with a laughing emoji, mixing a direct policy demand with sarcastic tone.
SteveConrad-l9j
Feb 23, 2026
Time to take care of Americans. That's the bottom line cause donold trump said so ?
Time to take care of Americans. That's the bottom line cause donold trump said so ?
Urges prioritizing Americans over immigrants, with nationalist framing and reference to Trump as authority figure.
@ViralEchoesInc
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)