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
Wow . Pagan idols in a Christian country
Wow . Pagan idols in a Christian country
Asserts religious/cultural identity boundaries by framing religious symbols of immigrants as incompatible with national Christian identity.
ChristopherJordans
Jan 28, 2026
These are Sikhs not Hindus. Hindus are worse.
These are Sikhs not Hindus. Hindus are worse.
Makes a comparative ethnic/religious identity claim, ranking groups negatively.
Identity Assertion
0.82
influencerboxing1001
Jan 28, 2026
American citizen here with French Canadian Heritage and I stand with Canada ??
American citizen here with French Canadian Heritage and I stand with Canada ??
Asserts cultural heritage identity and expresses solidarity with Canada despite being American, emphasizing transnational belonging.
@scotsmanofnewengland7713
Mar 4, 2025
Canada has NO CORE IDENTITY. \nCanadians sudden patriot sentiments are intentionally heartwarming but under the surface lies NOTHING becauee once the donald or daddy is gone, so is your patriotism. Fighting pipelines, shaming the population …
Canada has NO CORE IDENTITY. \nCanadians sudden patriot sentiments are intentionally heartwarming but under the surface lies NOTHING becauee once the donald or daddy is gone, so is your patriotism. Fighting pipelines, shaming the population for 150 yr old mass graves, protesting churches... when trump is gone, so is your patriotism. Your. Too. Late.
Claims Canada lacks core identity and frames Canadian patriotism as superficial and dependent on external political figures, asserting fundamental questions about national belonging.
@jessemeyer3628
Mar 4, 2025
Canadian Sikh are not Indian they are khalistani...Basically he is pakistani....
Canadian Sikh are not Indian they are khalistani...Basically he is pakistani....
Asserts distinct identity categories (Sikh vs. Indian vs. Pakistani) to challenge or reframe group belonging.
Identity Assertion
0.82
yakshitjay7192
Mar 3, 2026
Canada ??♥️ Justin Trudeau is a true leader unlike the nitwit felon in the Oval Office
Canada ??♥️ Justin Trudeau is a true leader unlike the nitwit felon in the Oval Office
Expresses Canadian national pride and contrasts Canadian leadership favorably with US leadership through comparative framing.
@kdennes11
Mar 4, 2025
They are indians, bro! They won't stab you or kidnapp like mexicans. They will just scam you.
They are indians, bro! They won't stab you or kidnapp like mexicans. They will just scam you.
Uses ethnic stereotyping to differentiate immigrant groups, making comparative character judgments based on nationality.
JohnyBig-du6py
Jan 27, 2026
Why are these people saying Punjab? Say india! God!
Why are these people saying Punjab? Say india! God!
Criticizes immigrants for identifying with regional identity (Punjab) rather than national identity (India), asserting boundaries of acceptable identity expression.
nikhil4sharma
Jan 27, 2026
Honestly too many Filipino there.
Honestly too many Filipino there.
Expresses concern about ethnic/national group representation with an implicit us-vs-them framing about Filipino presence.
ContentCreator-e9d
Jan 29, 2026
THE INDIANS HAVE NO MERCY FOR ANYTHING... THEY ARE RUDE AND CHEAP ...
THE INDIANS HAVE NO MERCY FOR ANYTHING... THEY ARE RUDE AND CHEAP ...
Sweeping negative generalization about Indians as a group using stereotypes, presented as factual claims about ethnic character.
occocaubai..8606
Jan 28, 2026
POOJEETS CRIMINALS 🤣💩
POOJEETS CRIMINALS 🤣💩
Uses derogatory slur and makes sweeping false criminal allegations against Indian immigrants with emoji mockery.
mrxtendoW
Jan 28, 2026
We all whites should go to india africa and all the musliam countries and make them better again becaue all those people are takeing tax payers money to not work or to set there familys …
We all whites should go to india africa and all the musliam countries and make them better again becaue all those people are takeing tax payers money to not work or to set there familys up for free
Asserts racial/ethnic identity ('whites') and proposes reverse colonization while making false claims about immigrant welfare dependency.
nr531
Jan 28, 2026
Sold out your country but at least the curry taste like feet.
Sold out your country but at least the curry taste like feet.
Uses ethnic stereotyping and derogatory language to assert national/cultural boundaries and express resentment toward immigration.
salty01234
Jan 27, 2026
I am a Native American and WE DONT STAND WITH TRUMPS REGIME!!!
I am a Native American and WE DONT STAND WITH TRUMPS REGIME!!!
Asserts Native American identity and explicitly distances that group from Trump's policies, using identity-based framing.
@ogemaweyaus4105
Mar 4, 2025
They don't even assimilate into the *driving* culture...
They don't even assimilate into the *driving* culture...
Frames immigrants as culturally incompatible through a stereotype about driving habits, asserting cultural boundaries.
17th_Colossus
Jan 27, 2026
illegal Hindus and Sikh is better than legal muslims.
illegal Hindus and Sikh is better than legal muslims.
Makes a discriminatory ranking of immigrant groups by religion, asserting that some nationalities/religions are preferable to others.
123jac
Jan 28, 2026
You never asked any actual natives how they feel about non natives.. white entitlemtn is so funny. U retards didnt do shit it was the jews that own this country not you or your ancestors. …
You never asked any actual natives how they feel about non natives.. white entitlemtn is so funny. U retards didnt do shit it was the jews that own this country not you or your ancestors. Dumb ass retards 😂
Asserts competing identity claims about who 'owns' Canada and uses conspiracy-adjacent framing about Jewish control, with hostile us-vs-them language.
jovo2012
Jan 28, 2026
We Albertans starting to isolate away from Liberal Communist of Canada
We Albertans starting to isolate away from Liberal Communist of Canada
Asserts Albertan identity through separatist framing ('isolate away') and partisan opposition to federal government.
@Pawwaaa
Feb 20, 2026
Canadians are racist? Who knew.
Canadians are racist? Who knew.
Makes a sweeping claim about Canadian racism, framing national identity around a negative characteristic.
tonelev
Feb 21, 2026
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and …
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and with calmness, quietly,
with ZERO Levels of loudness or aggression. Friendly introduce yourself, smile, and ask them
a very simple questions:
"Excuse me, I believe that you are from India" If the answer is Yes then ask this POLITELY:
"Why are you here in Canada?" If they answer "Work", then a third question is possible.
"Many Indians say that they do not like Canada, weather, religion, food, etc
"a recent poll said that less than ONE PERCENT of Single Indian women will ever date a non-Indian Canadian citizen".
I am curious who gave you the instructions to never date White Canadian Men?
And
i am extremely curious about the wave of Single Indian Ladies moving to a country filled
with a population of men that you find unattractive and uninteresting to know.
"Why would an attractive single Indian Lady that dislikes White Skinned Men,
relocate to a Country where the a majority of men are White Shinned ? "
Can you tell us the Truth please. We are very interested in learning.
THANK YOU
Duplicate of earlier comment making identity-based claims about Indian immigrants with fabricated statistics about dating preferences.
capellanbrad1404
Jan 28, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)