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
Hey Canada…. suck it!
Hey Canada…. suck it!
Dismissive, confrontational statement asserting superiority over Canada through crude us-vs-them framing.
Identity Assertion
0.85
@robertburt8031
Mar 4, 2025
imagine the smell
imagine the smell
Dehumanizing stereotype using sensory disgust to demean a group, implying incompatibility and otherness.
IamJacksColon4
Jan 27, 2026
Take note: this is how a leader speaks.
Take note: this is how a leader speaks.
Brief affirmation of Trump as a leader, positioning commenter within a political identity group that respects his leadership style.
Identity Assertion
0.85
@fortunatejeremy
Mar 4, 2025
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take advantage of all the freedoms and continue doing what they are doing.
Asserts that immigrants should assimilate into Canadian culture and language, framing integration as a moral obligation while implying current immigrants fail to do so.
DarkMiss
Jan 29, 2026
Indian girls are way better then white girls: Beautiful and more family oriented
Indian girls are way better then white girls: Beautiful and more family oriented
Makes comparative ethnic/cultural claims about group characteristics and superiority, establishing in-group/out-group distinctions.
Identity Assertion
0.85
AliAwada-cp9kw
Jan 29, 2026
Alberta First
Alberta First
Regional/provincial identity assertion prioritizing Alberta over broader Canadian identity.
Identity Assertion
0.85
BishBag92
Jan 27, 2026
They racist not respecting the american culture
They racist not respecting the american culture
Frames immigration through cultural assimilation expectations, asserting that immigrants should respect 'American culture' (note: contextually likely Canadian).
Identity Assertion
0.85
peanutheads
Jan 28, 2026
We stand with our allies, not with this wannabe dictator.
We stand with our allies, not with this wannabe dictator.
Asserts alliance with democratic values and against authoritarian leadership, framing as us-vs-them identity positioning.
@isisatlantis3168
Mar 4, 2025
Canada has been drained by Hindu Indian’s, filthy Idols.✍🏻😎🇮🇱🇺🇸🇬🇧
Canada has been drained by Hindu Indian’s, filthy Idols.✍🏻😎🇮🇱🇺🇸🇬🇧
Derogatory ethnic framing claiming Canada has been 'drained' by a specific immigrant group, asserting cultural threat and us-vs-them division.
Engineer_ElijahChristian-UK
Jan 27, 2026
Thank you Prime Minister. We will fight for our country Canada, our culture, our values and our economy. We will not negotiate with a country that directly threatens our sovereignty. We hope in future to …
Thank you Prime Minister. We will fight for our country Canada, our culture, our values and our economy. We will not negotiate with a country that directly threatens our sovereignty. We hope in future to rebuild a relationship with our neighbours, but only when that can be done in a respectful manner. Time now to unite with other countries and build new trading relationships.
Asserts Canadian national identity and values while calling for unity and international alliance-building in response to external threat.
@reefglider
Mar 4, 2025
What an awful people. They don’t like us. They cannot be integrating with us. I think they may be working as bingo cards…
What an awful people. They don’t like us. They cannot be integrating with us. I think they may be working as bingo cards…
Claims immigrants cannot integrate and frames them as fundamentally different ('us vs. them'), with underlying threat concerns about incompatibility.
oNeGiAnTLiE
Jan 28, 2026
Candan sikhs are saying : I am from Punjab Candan Hindus are saying : Iam from India.
Candan sikhs are saying : I am from Punjab
Candan Hindus are saying : Iam from India.
Contrasts identity claims between Sikh and Hindu Canadians, highlighting differential national/regional identification patterns.
Identity Assertion
0.85
sandeepkumarkhuntia8839
Jan 28, 2026
Trudeau is a liberal woos! The hell with him! In America it’s now AMERICA FIRST!!
Trudeau is a liberal woos! The hell with him! In America it’s now AMERICA FIRST!!
Expresses nationalist sentiment ('AMERICA FIRST') while dismissing Trudeau, framing political opposition through identity and allegiance.
@Carnivorechad
Mar 4, 2025
as a Native American (indigenous, whatever the fuck ppl call us), being born and raised in Canada, i want these Indians, OUT of Canada.
as a Native American (indigenous, whatever the fuck ppl call us),
being born and raised in Canada,
i want these Indians, OUT of Canada.
Assertion of indigenous identity used to frame exclusionary stance toward immigrant groups, with us-vs-them framing.
Kehranii
Jan 28, 2026
These people are not fit for a high trust society and christian values.
These people are not fit for a high trust society and christian values.
Makes an identity-based claim about cultural incompatibility, framing immigrants as unsuited to Canadian/Christian values.
DennisDndsdfsd
Jan 27, 2026
As a Canadian we genuinely need to ship them all back 😂 the ones born here and know our ways are set. The ones the come bringing there ways from back home. Nah, we aren’t …
As a Canadian we genuinely need to ship them all back 😂 the ones born here and know our ways are set. The ones the come bringing there ways from back home. Nah, we aren’t a giant dumping ground like back home, there’s bathrooms in homes and businesses, and we mainly speak English. Don’t like it.. well you found your way here, not hard to go HOME 😂😂
Asserts Canadian identity and cultural superiority while calling for deportation of immigrants who don't assimilate to 'Canadian ways.'
goshdarnit4203
Mar 2, 2026
I am an Indian n Canada should do something about these immigrants
I am an Indian n Canada should do something about these immigrants
User asserts their Indian identity while calling for restrictive action against immigrants, framing an us-vs-them boundary.
boruaexports
Jan 28, 2026
If you don't want to assimilate to our culture I'll tell your ass to go the fuck back home and embrace the title as a racist all we ask is you don't treat our country …
If you don't want to assimilate to our culture I'll tell your ass to go the fuck back home and embrace the title as a racist all we ask is you don't treat our country like it's fucking india this is canada assimilate to our culture and values or get the fuck out
Demands cultural assimilation and frames immigration as a threat to Canadian identity, with ultimatum language.
casperthelegend1458
Jan 28, 2026
Jews need to go first
Jews need to go first
Expresses exclusionary us-vs-them framing targeting a specific ethnic/religious group with implicit threat language.
DETay999
Feb 26, 2026
Trump 2028, 2032.
Trump 2028, 2032.
Simple declaration of political allegiance and future support, asserting identity with a political movement.
Identity Assertion
0.85
@Peterpeter1-c
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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