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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Identity Assertion
5,512 comments
Canada is turning into INDIA 2.0. This country is literally unrecognizable in the past few years. The immigration system is a joke.
Canada is turning into INDIA 2.0. This country is literally unrecognizable in the past few years. The immigration system is a joke.
Claims Canada is becoming unrecognizable due to Indian immigration, framing it as loss of national identity while criticizing immigration policy.
Kevin-sq1fk
Feb 14, 2026
I was born in the US and have had pride in my country -- IN THE PAST. Not now and not as long as my fellow citizens and our legislators back trump and vance and …
I was born in the US and have had pride in my country -- IN THE PAST. Not now and not as long as my fellow citizens and our legislators back trump and vance and musk. I support Canada and Mexico and Ukraine and the Palestinians. Drugs are the LEAST of our worries in this country. Giving our government to an oligarch like musk is our biggest issue as well as getting in bed with putin.
Expresses loss of pride in American identity due to political leadership, asserting solidarity with other nations based on ethical concerns.
@tamaratrussell
Mar 4, 2025
i don’t get it, you leave your country to come here for a better life. why turn it into what you left from? why turn it into india if that’s what you so desperately want …
i don’t get it, you leave your country to come here for a better life. why turn it into what you left from? why turn it into india if that’s what you so desperately want to leave behind? smh. labeling patriotic canadians as racists for saying they want their country to be canada and not india.
Expresses concern about cultural preservation and national identity, framing immigration as a threat to Canadian character while dismissing critics as unfairly labeling patriots as racist.
jacobskree
Jan 29, 2026
This is not the Canada we once knew. The idea of Brampton becoming the new India is shameful and the governments should not be allowing it.
This is not the Canada we once knew. The idea of Brampton becoming the new India is shameful and the governments should not be allowing it.
The comment asserts a lost Canadian identity and frames demographic change as shameful, expressing anxiety about cultural transformation and national belonging.
jenniferjennings6030
Jan 28, 2026
Canada functioned on an honour system. These people have no honour.
Canada functioned on an honour system. These people have no honour.
Contrasts Canadian values (honour system) with immigrant values, framing it as a fundamental cultural incompatibility.
@eightballsidepocket9467
Feb 19, 2026
As someone from Brampton, it's really sad to see Brampton being flooded by more of them every year.
As someone from Brampton, it's really sad to see Brampton being flooded by more of them every year.
Personal account from Brampton resident expressing demographic anxiety about immigration 'flooding' the city with ethnic others.
RoadRunnerUSA1
Feb 7, 2026
Let's not become anti-American. Let's just become more pro-Canadian. Thinking too much of America has put us in this situation. Left or right on the political spectrum. Let's just make our parties put US first, …
Let's not become anti-American. Let's just become more pro-Canadian. Thinking too much of America has put us in this situation. Left or right on the political spectrum. Let's just make our parties put US first, not U.S.
Advocates for prioritizing Canadian identity and interests over American influence, with implicit call for political change.
@paulknelson2660
Mar 4, 2025
And where are you Europeans all from? You aren’t indigenous to Canada. Pure racism here
And where are you Europeans all from? You aren’t indigenous to Canada. Pure racism here
Challenges European ancestry claims to Canadian identity and counters racism accusations with historical/demographic argument.
schaudhry4976
Feb 8, 2026
Indians bring India with them. That's not integration. Adapt to the country you move to or don't move.
Indians bring India with them. That's not integration. Adapt to the country you move to or don't move.
Asserts that immigrants should abandon their cultural identity and fully assimilate, framing cultural preservation as a failure of integration.
jasongoodacre
Jan 27, 2026
We (the American people) don't care what you have to say Trudeau or how you feel about anything our president does, Get bent , Aye. You don't scare us?
We (the American people) don't care what you have to say Trudeau or how you feel about anything our president does, Get bent , Aye. You don't scare us?
American asserting national sovereignty and dismissing Canadian criticism, using confrontational us-vs-them framing.
@trinalynn5546
Mar 4, 2025
no white employees because they dont want to work hard jobs..its usually the immigrants that do all the work just like the US
no white employees because they dont want to work hard jobs..its usually the immigrants that do all the work just like the US
Makes a racial/ethnic distinction ('no white employees') and asserts immigrants work harder, framing labor participation along identity lines.
vince2113
Jan 27, 2026
As far as foreign invasions go, bring Indians in over almost any other group. THEY ARE MOSTLY HINDU, WHICH TREATS WOMEN MUCH BETTER THAN ISLAM! Its the Islam invasion that is scary because they advocate …
As far as foreign invasions go, bring Indians in over almost any other group. THEY ARE MOSTLY HINDU, WHICH TREATS WOMEN MUCH BETTER THAN ISLAM! Its the Islam invasion that is scary because they advocate violence against women. Indians are fine. I used to hang out with the Hare Krishnas and they were very nice people. Bonus: most Indians are vegetarian. 🙂
Ranks immigrant groups by preference based on religious and cultural characteristics, using comparative framing to justify selective acceptance.
DFontaine7
Jan 27, 2026
Canadians are a bunch of spoiled cry babies. I live on the boarder in Washington state how about you guys stay in Canada. Buy your own gas. Buy your own milk.
Canadians are a bunch of spoiled cry babies. I live on the boarder in Washington state how about you guys stay in Canada. Buy your own gas. Buy your own milk.
Derogatory characterization of Canadians as 'spoiled cry babies' with implicit us-vs-them framing and boundary-setting.
@MythicNord
Mar 4, 2025
The liberal party seem to be ANTI Canadian . Send these people home to apply from there.
The liberal party seem to be ANTI Canadian . Send these people home to apply from there.
Us-vs-them framing positioning liberals as anti-Canadian, with implicit call to deport immigrants.
psss9925
Feb 27, 2026
Trump and all the Americans that support him are making a big mistake. Us Canadians are not going to take this lying down. We will fight to save our country!!!
Trump and all the Americans that support him are making a big mistake. Us Canadians are not going to take this lying down. We will fight to save our country!!!
Strong national identity assertion with us-vs-them framing and implicit call to defend Canada against US actions.
@briany7658
Mar 4, 2025
I’m always standing with American , forget this clown. I thought he was resigning anyway. A bunch of yall are supporting a country that buys nothing from us
I’m always standing with American , forget this clown. I thought he was resigning anyway. A bunch of yall are supporting a country that buys nothing from us
Asserts allegiance to America over Canada, dismissing Trudeau and framing the US as untrustworthy trading partner.
@carlallen8392
Mar 4, 2025
Ooh! Ooh ,HohOo!, Complaining in Quebec bout the language is not a good move! That’s gonna cause civil war you stupid immigrants! Learn the history of the country that welcomed you in.
Ooh! Ooh ,HohOo!, Complaining in Quebec bout the language is not a good move! That’s gonna cause civil war you stupid immigrants! Learn the history of the country that welcomed you in.
Frames immigrants as outsiders who should respect host country norms, using us-vs-them language about language and cultural integration.
deniseneil4112
Aug 27, 2025
Im not racist but the guy said,,, the naked guy,, hes telling te truth,,,thier culture we respect but the reality,, most of them the spoil the place,,,😊
Im not racist but the guy said,,, the naked guy,, hes telling te truth,,,thier culture we respect but the reality,, most of them the spoil the place,,,😊
Stereotypes immigrant behavior as culturally destructive while disclaiming racism, framing cultural incompatibility as threat.
thefarmersons3657
Oct 7, 2025
Indians are very nice ppl, you should be concerned with muslims
Indians are very nice ppl, you should be concerned with muslims
Distinguishes between immigrant groups using ethnic/religious categorization, positioning one as acceptable and another as threatening.
OlgaG5155
Jan 28, 2026
Alberta needs to separate to save our culture.
Alberta needs to separate to save our culture.
Asserts cultural identity and belonging through a separatist call, framing immigration as a threat to regional culture.
hectatusbreakfastus6106
Oct 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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Discourse Quality (Perspective API)