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
The whites people of Canada have decided; 1. Not to bear enough children to expand whites population 2. Embrace LGBTQ ideas which among others things results to depopulation. 3. Due to above two reasons, Canada …
The whites people of Canada have decided;
1. Not to bear enough children to expand whites population
2. Embrace LGBTQ ideas which among others things results to depopulation.
3. Due to above two reasons, Canada has to promote immigration in order to avoid depopulation which may harm the economy.
4. Since immigration is promoted, it has opened door for Indians, arabs, chinese.
5. Canada is changing because whites did forgot that they are required to bear enough children to preserve their identify and race.
6. Whites can change this trend if they decide. How? Every whiteman should mary and have enough kids (two kids and above).
Frames immigration through racial replacement anxiety, asserting claims about white identity preservation and demographic responsibility.
goodlucka478
Oct 6, 2025
If 10milion Indians moved into each country on this planet, there would be still over a billion of them back in Indian. If they're so hard working and so great, why did they not stay …
If 10milion Indians moved into each country on this planet, there would be still over a billion of them back in Indian.
If they're so hard working and so great, why did they not stay home to fix up their own country?
Questions immigrant work ethic and belonging through comparative framing, implying immigrants should stay in their home country.
karl1677x
Oct 3, 2025
When the gov is filled with the same scammers, of course it's going to continue happening. Never vote for these scammers in office. They will bring their corrupt indian culture to your country.
When the gov is filled with the same scammers, of course it's going to continue happening. Never vote for these scammers in office. They will bring their corrupt indian culture to your country.
Combines ethnic/cultural identity framing ('corrupt indian culture') with calls to vote against politicians, rooted in us-vs-them nationalism.
codylee6894
Feb 11, 2026
Stand with Canada, nothing more than proud to be Canadian ??
Stand with Canada, nothing more than proud to be Canadian ??
Assertion of Canadian pride and identity combined with call to support Canada.
@rathy_v
Mar 4, 2025
Chuslims crying in the corner long live Hinduism
Chuslims crying in the corner long live Hinduism
Religious/ethnic identity assertion with derogatory language establishing in-group (Hindu) superiority over out-group (Muslim).
Identity Assertion
0.85
Davidzangh-z7y7i
Oct 15, 2025
3:38 you see this Pakistani has the guts-- Indians would never admit to just simple truths. NO wonder CN is dying the way it is--while immigration is okay, "one-country-based/focused/biased" leads to ugly results.
3:38 you see this Pakistani has the guts-- Indians would never admit to just simple truths. NO wonder CN is dying the way it is--while immigration is okay, "one-country-based/focused/biased" leads to ugly results.
Makes ethnic generalizations comparing Pakistani and Indian immigrants while making unverified claims about Canada's decline.
ronshaz6466
Oct 8, 2025
I don’t know any Canadians that think the immigration is good. Only non Canadians want more non Canadians. French outlets don’t know about that because France isn’t French anymore.
I don’t know any Canadians that think the immigration is good. Only non Canadians want more non Canadians. French outlets don’t know about that because France isn’t French anymore.
Claims about Canadian identity and us-vs-them framing ('Only non Canadians want more non Canadians'), with implicit threat narrative about national character erosion.
connormckendrick4162
Feb 11, 2026
We have lost our Country. Thanks to Liberals
We have lost our Country. Thanks to Liberals
The commenter expresses loss of national identity and belonging, framing immigration as a threat to Canadian sovereignty.
BeatriceWadden-v2l
Oct 9, 2025
STAY IN YOUR SHITHOLE
STAY IN YOUR SHITHOLE
Hostile exclusionary statement framing immigrants as unwelcome outsiders, combining xenophobic identity assertion with implicit threat rhetoric.
Saskidan
Oct 4, 2025
I cannot believe I am living in New India.
I cannot believe I am living in New India.
Expresses concern about demographic change and cultural displacement through the metaphor of 'New India,' asserting a threatened national identity.
citavalo
Oct 9, 2025
Indians think we're a joke
Indians think we're a joke
Makes a dismissive claim about how Indians perceive Canada, framing national/cultural identity and outsider perspective.
Identity Assertion
0.85
professorfoxtrot
Oct 7, 2025
North America is an occupied land . Europeans call themselves some red neck shit everyone is just a fraud .
North America is an occupied land . Europeans call themselves some red neck shit everyone is just a fraud .
Claims about European fraud and occupation invoke identity/belonging framing with underlying moral critique of colonial legitimacy.
TravelandSpirit
Oct 5, 2025
i am from punjab living in uk but khalistan is home for punjabis ❤
i am from punjab living in uk but khalistan is home for punjabis ❤
Asserts cultural/ethnic identity and homeland attachment (Khalistan for Punjabis) while sharing personal location details.
jobansandhu3932
Feb 11, 2026
Canadian here. No, no it doesn't "divide" our great country. Where was France 24 in 2024 when our transit and hospital systems where overwhelmed by foreign students, the vast majority with very rich parents?
Canadian here. No, no it doesn't "divide" our great country. Where was France 24 in 2024 when our transit and hospital systems where overwhelmed by foreign students, the vast majority with very rich parents?
Asserts Canadian identity ('Canadian here') and frames immigration as a divisive issue while criticizing foreign student influx, emphasizing national belonging and resource strain.
AaronBr00mfie7d
Feb 11, 2026
Canadians tired from indians and british tired from pakistanis
Canadians tired from indians and british tired from pakistanis
Expresses us-vs-them framing with national groups (Canadians vs Indians, British vs Pakistanis) and implies demographic anxiety about immigration.
basicallyhumanoid
Oct 7, 2025
SO MANY PUNJABIS, IT BECAME MINI PAKISTAN
SO MANY PUNJABIS, IT BECAME MINI PAKISTAN
Uses ethnic demographic observation with alarmist framing ('became mini Pakistan'), expressing concern about cultural/ethnic transformation.
moosafarooqi6449
Oct 11, 2025
That’s my Prime Minister! Proud to be a Canadian always, but especially today. His counterpart in the US is a bully and a sexual predator.
That’s my Prime Minister! Proud to be a Canadian always, but especially today. His counterpart in the US is a bully and a sexual predator.
Expresses Canadian pride and national identity while criticizing the US president, us-vs-them framing.
@Arbormurr
Mar 4, 2025
India 🇮🇳 over Canada. So sad
India 🇮🇳 over Canada. So sad
Expresses preference for Indian national identity over Canadian, implying divided loyalty or rejection of Canadian belonging.
Identity Assertion
0.85
MyFriendlyPup
Feb 5, 2026
I’m French Canadian and proud ?? ? I live in US but did NOT vote for trump
I’m French Canadian and proud ?? ? I live in US but did NOT vote for trump
Asserts French Canadian identity and distinguishes self from Trump voters, establishing cultural/national belonging.
Identity Assertion
0.85
@XavierGNYC
Mar 4, 2025
As a Canadian I can tell you that the US is no longer a friend. I doubt the US is even an ally anymore. You're a neighbour and that's it. The less we have to …
As a Canadian I can tell you that the US is no longer a friend. I doubt the US is even an ally anymore. You're a neighbour and that's it. The less we have to do with your country, the better. We will be boycotting your goods as much as possible and we will be avoiding travel to your country.
Canadian identity assertion with us-vs-them framing toward the U.S., coupled with calls for boycotts and avoidance.
@jbarson6671
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)