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
Search & Filter
Identity Assertion
5,512 comments
Better than Sharia Town
Better than Sharia Town
Dismissive comparison invoking religious/cultural stereotypes to frame one group as preferable to another.
VVan595
Sep 19, 2025
Changed when? Its been "Bram-ledish" for 40 years... like "Wop-saga" has been Wasaga Beach for 40 years.
Changed when? Its been "Bram-ledish" for 40 years... like "Wop-saga" has been Wasaga Beach for 40 years.
Uses ethnic nicknames to assert cultural identity and mark immigrant communities as outsiders through derogatory naming.
KSAnsley
Sep 19, 2025
We hate him here in Canada,an love PRES TRUMP
We hate him here in Canada,an love PRES TRUMP
Asserts Canadian identity and values in opposition to Trump support, creating us-vs-them framing between Canadian and American positions.
Identity Assertion
0.75
@bill6002
Mar 4, 2025
I stand behind Canada and Mexico. I wish people would think for themselves though. Believing every single thing Trump says is the stupidest thing anyone could ever do but MAGAs aren’t educated anyways.
I stand behind Canada and Mexico. I wish people would think for themselves though. Believing every single thing Trump says is the stupidest thing anyone could ever do but MAGAs aren’t educated anyways.
Expresses solidarity with Canada/Mexico while dismissing Trump supporters as uneducated, framing an us-vs-them identity divide.
@Charles.D89
Mar 4, 2025
America has chosen Trump
America has chosen Trump
Simple statement of political allegiance/identity assertion regarding Trump and American electoral choice.
Identity Assertion
0.75
@bullfrog2917
Mar 4, 2025
High quality immigrants like that polish loser?
High quality immigrants like that polish loser?
Uses ethnic stereotyping to dismiss Polish immigrants as low-quality, employing derogatory identity-based framing.
Identity Assertion
0.75
nutronhammernutronhammer
Sep 19, 2025
Khalistan is here 'yes'
Khalistan is here 'yes'
References Khalistan (separatist movement) as assertion of identity/political affiliation with undertones of threat to Canadian sovereignty.
LoveStory-m2w
Sep 20, 2025
"Punjab" is an Indian State. I do not know why they say that they are from Punjab.
"Punjab" is an Indian State. I do not know why they say that they are from Punjab.
Questions why immigrants claim Punjab identity, implying confusion or skepticism about their authenticity and belonging, with an underlying identity assertion.
kanishk8466
Jan 27, 2026
So white people from Europe are complaining about emigrants lol
So white people from Europe are complaining about emigrants lol
Uses ironic framing to highlight hypocrisy of European-descended people complaining about immigration, asserting a counter-identity claim.
Davidh741
Sep 21, 2025
We don’t want either, sir!!??? I didn’t vote for him.
We don’t want either, sir!!??? I didn’t vote for him.
Assertion of personal non-support and distancing from political leadership.
Identity Assertion
0.75
@cecekeepingitreal3531
Mar 4, 2025
MAGAts = Land of the Tsar and the home of the cowards
MAGAts = Land of the Tsar and the home of the cowards
Uses sarcastic/ironic framing to assert Canadian identity against American political figures through derisive comparison.
@axlroserules-i1w
Mar 4, 2025
It’s not us it’s Donald Trump
It’s not us it’s Donald Trump
Distinguishes between American people and Trump administration, asserting that Americans are not responsible for his actions.
Identity Assertion
0.75
@brianhenderson7851
Mar 4, 2025
What a joke. A Swifty acting like he‘s tough. The days everyone took advantage of the United States are over
What a joke. A Swifty acting like he‘s tough. The days everyone took advantage of the United States are over
Dismissively characterizes Canadian leader as weak while asserting American dominance, using sarcasm and derision.
@JimmyZNY
Mar 4, 2025
I'm ashamed to be from a dumpster fire ?
I'm ashamed to be from a dumpster fire ?
Commenter expresses shame about national identity and belonging, using derogatory self-characterization of their country.
@brandonminkos6518
Mar 4, 2025
It is interesting whites in canada are not called europeans although they are not native to canada like original natives. Take the truth pill and stop lying that immigrants do not pay taxes.
It is interesting whites in canada are not called europeans although they are not native to canada like original natives. Take the truth pill and stop lying that immigrants do not pay taxes.
Makes a comparative identity argument about European settlers vs. immigrants, with an unsubstantiated claim about immigrant tax contributions.
mandarpeshwe1994
Sep 21, 2025
You’re 100% correct Mr Trudeau except that we DID chose to do this when the other 50% elected this government. ?
You’re 100% correct Mr Trudeau except that we DID chose to do this when the other 50% elected this government. ?
Asserts Canadian identity and agency while critiquing the government's election, framing it as a collective choice.
@Gogoterps
Mar 4, 2025
Trump is the biggest piece of garbage. Impeach and imprison this orange psychopath years ago!
Trump is the biggest piece of garbage. Impeach and imprison this orange psychopath years ago!
Strong partisan criticism framing Trump as morally unfit, combining identity-based political positioning with moral condemnation.
@Antzombieslayer
Mar 4, 2025
Make Canada Indian Again ====MACIA
Make Canada Indian Again
====MACIA
Parodies 'Make America Great Again' slogan to express anxiety about Indian demographic presence and national identity change.
kevindevaojoo8882
Sep 27, 2025
We are a patsy nation.
We are a patsy nation.
Characterizes Canada as weak or complicit ('patsy nation'), asserting national identity through criticism.
stephensavoia3285
Sep 29, 2025
Canada is part of usa\n\n51 State of usa
Canada is part of usa\n\n51 State of usa
Provocative claim denying Canadian sovereignty and asserting US dominance; likely satirical but primarily functions as identity/political assertion.
@hiteshmandora9657
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)