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
DO not bring to The USA
DO not bring to The USA
Brief directive urging against immigration to the USA, framing it as a nationalist boundary-setting statement.
michaelpowell7120
Dec 31, 2025
The sad thing no matter how much reality is thrown at you unless one does something it's not gonna change at all.
The sad thing no matter how much reality is thrown at you unless one does something it's not gonna change at all.
Expresses frustration that awareness alone is insufficient and implicitly urges action to address immigration issues.
LEGEND_WAYNE
Jan 27, 2026
Omg. That man on a bike is based af. Someone vote for this man.
Omg. That man on a bike is based af. Someone vote for this man.
The comment uses slang approval ('based') and explicitly urges voting for the person in the video, constituting a call to action.
GangstarComputerGod
Jan 27, 2026
I'm okay with spending a few bucks on this. GET THEM OUT
I'm okay with spending a few bucks on this. GET THEM OUT
Expresses willingness to support action ('GET THEM OUT') urging removal of immigrants.
Call to Action
0.75
sc0tte416
Dec 26, 2025
Tyler come to Buffalo NY across the boarder from Ontario CA
Tyler come to Buffalo NY across the boarder from Ontario CA
Direct invitation/suggestion for the content creator to visit a specific location.
Call to Action
0.75
Imnothuman_
Jan 27, 2026
can not deport enough
can not deport enough
Expresses a demand for deportation action, combining advocacy for restrictive policy with implicit threat framing.
RICKYWALDNER
Dec 29, 2025
Good, get rid of them
Good, get rid of them
Brief directive statement advocating removal of a policy or program, though context is minimal.
Call to Action
0.75
janetteellingham4982
Jan 22, 2026
YESSSS THANK YOU FOR EXPOSING
YESSSS THANK YOU FOR EXPOSING
Expresses strong approval and thanks for the video's content, implicitly encouraging the creator to continue this type of work.
Call to Action
0.75
Dailydaydream15
Jan 27, 2026
That number needs to increase 100 fold
That number needs to increase 100 fold
Advocates for dramatically increasing immigration numbers, implicitly urging policy change.
chriswachowiak7098
Dec 27, 2025
Good, save Canada, deny deny deny deport deport deport, save Canada, make Canada Canadian again.
Good, save Canada, deny deny deny deport deport deport, save Canada, make Canada Canadian again.
Urges aggressive deportation policy while asserting nationalist identity through 'make Canada Canadian again' framing.
YiYi-c6o
Dec 24, 2025
Who cares never go back to USA even again
Who cares never go back to USA even again
Expresses dismissal and urges others not to return to the USA.
Call to Action
0.75
duncanmacpherson1355
Dec 10, 2025
Idiots voted for this guy
Idiots voted for this guy
Attacks voters who support current leadership, implicitly urging political change through criticism of electoral choices.
oslec111
Dec 25, 2025
Connect water bills to vacant homes too now.
Connect water bills to vacant homes too now.
Suggests a policy action (connecting water bills to vacant homes) as a solution, though brief and somewhat unclear in intent.
Call to Action
0.75
trea492
Dec 24, 2025
Or do the right thing and just stay home. Snowbirds... I'm looking at you!
Or do the right thing and just stay home. Snowbirds... I'm looking at you!
Urges Canadians to avoid travel to the US and specifically targets snowbirds, framed as the ethical choice.
bobbbxxx
Dec 8, 2025
I've got the perfect preparation. Stay home or prepare for a different destination.
I've got the perfect preparation. Stay home or prepare for a different destination.
Advises others to either stay home or choose alternative travel destinations instead of visiting the US.
RickKerr-o1x
Dec 9, 2025
Do not go to the USA.
Do not go to the USA.
Direct advisory statement discouraging travel to the USA, implicitly urging others to avoid it.
greatsciencegreatlife
Dec 8, 2025
Get them all out
Get them all out
Expresses a demand for mass deportation, combining xenophobic sentiment with an implicit call for policy action.
Damien-o1k
Dec 6, 2025
DEPORT ?!!! WTF MAN SO DUMB
DEPORT ?!!! WTF MAN SO DUMB
Expresses strong emotional reaction demanding deportation, though brief and less detailed.
mitchy450
Oct 3, 2025
This politician is so far up trump's trump that she is trying with all her mindless word salad to create instability. They have paid her off to remain a traitor in Canada. United we stand. …
This politician is so far up trump's trump that she is trying with all her mindless word salad to create instability.
They have paid her off to remain a traitor in Canada.
United we stand.
Boycott the usa
Boycott the usa world Cup!
Combines accusations of betrayal and corruption with explicit calls to boycott, framed as patriotic action; contains unsubstantiated claims.
@asaraset9568
Feb 20, 2026
Still have time to deport them by using their sin numbers. Just like ice did. Just use their activities and use spy cops . I bet most of them will be gone. Also those lawyers, …
Still have time to deport them by using their sin numbers. Just like ice did. Just use their activities and use spy cops . I bet most of them will be gone. Also those lawyers, who kept posting in their Instagram 2x work permit etc.
Urges deportation using surveillance and legal mechanisms, contains unsubstantiated claims about immigration fraud.
thefaq2575
Jan 29, 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)