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
Go after Donald Trump lock hem up we loved Ukraine in Canada where is American people
Go after Donald Trump lock hem up we loved Ukraine in Canada where is American people
Fragmented call to prosecute Trump with assertion of Canadian identity and values regarding Ukraine support.
@edwardwhithley793
Mar 4, 2025
Your out of time and tricks, dumper
Your out of time and tricks, dumper
Cryptic phrase urging someone to leave or give up, likely a call for political action or resignation, though context is unclear.
Call to Action
0.60
@ahmednassar1738
Mar 4, 2025
Come on governor!!!!
Come on governor!!!!
Vague exclamatory urging directed at a leader, though the specific action desired is unclear.
Call to Action
0.60
@eletrickill
Mar 4, 2025
Next do who has the most temples/synagogues nation wide.
Next do who has the most temples/synagogues nation wide.
Requests the creator produce similar content analyzing religious institutions by ethnicity/nation.
Call to Action
0.60
MrMo3big
Jan 27, 2026
Deportation know.......
Deportation know.......
Fragmented comment appears to advocate for deportation as a policy action, though the incomplete phrasing limits confidence.
Call to Action
0.60
JohnMeeks-y6t
Jul 6, 2025
Yea! Make em Feel it?
Yea! Make em Feel it?
Vague encouragement to take action or apply pressure, though context-dependent and minimal.
Call to Action
0.60
@yasssgawwwd5643
Mar 5, 2025
Retirement is immensely suggested asap.
Retirement is immensely suggested asap.
Ambiguous comment that could be urging political action or expressing personal frustration; interpreted as a call for leadership change.
Call to Action
0.60
jason1979007
Feb 26, 2026
Impeachment
Impeachment
Single-word call for impeachment, urging political action against Trump.
Call to Action
0.60
@YouTubeeee-kc5bs
Mar 4, 2025
Bring it on
Bring it on
Minimal phrase expressing readiness or encouragement for confrontation, though context is ambiguous.
Call to Action
0.60
@garrisonthompson2557
Mar 4, 2025
They are finally waking up!
They are finally waking up!
Vague expression of approval suggesting momentum or awareness, though it could also be interpreted as meta-commentary on the video's reception.
Call to Action
0.60
@jandp2941
Feb 19, 2026
SHIT IT DOWN
SHIT IT DOWN
Appears to be a truncated call to action ('SHUT IT DOWN'), though the brevity and possible typo create ambiguity.
Call to Action
0.60
neo4102
Feb 25, 2026
It’s about time.
It’s about time.
Vague affirmation suggesting agreement with enforcement action, though ambiguous without full context.
Call to Action
0.60
@kambains78
Feb 19, 2026
you ll lose.
you ll lose.
Brief statement urging resistance or opposition, though context is minimal.
Call to Action
0.60
@rickhayes-oh2zm
Mar 4, 2025
Please come to texas
Please come to texas
Appears to be encouraging immigration to Texas, though context is minimal and could be interpreted as humor or genuine invitation.
Call to Action
0.60
AffectionateGoldenRetrie-hx2cq
Feb 4, 2026
You should investigate the craziness in Minneapolis
You should investigate the craziness in Minneapolis
Urges investigation into unspecified issues, though the vague reference to 'craziness' and off-topic location (Minneapolis) makes classification uncertain.
Call to Action
0.60
Ymaggie3357
Jan 27, 2026
Bend the knee!
Bend the knee!
Brief directive with nationalist undertones, urging submission or compliance to authority.
@scottdepledge4209
Mar 4, 2025
a week from now you will be swallowing your words.
a week from now you will be swallowing your words.
A vague prediction/challenge urging someone to reconsider their position, though the context is unclear without the video.
Call to Action
0.60
@mickeylucas
Mar 4, 2025
Return to SANITY!!!
Return to SANITY!!!
Vague exhortation to return to 'sanity,' functioning as a rallying cry with implied criticism of current policy.
meltuchman3280
Apr 16, 2025
SHUT THE POWER OFF, whats the hold up
SHUT THE POWER OFF, whats the hold up
Cryptic demand to 'shut the power off' appears to be urging action, though context is unclear and could be meta-commentary about the video.
Call to Action
0.60
@yes11123
Mar 4, 2025
Go to Arkansas, too.
Go to Arkansas, too.
Cryptic directive to go elsewhere, likely urging immigrants to leave Canada, though context is unclear.
Call to Action
0.60
issenvan1050
Feb 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)