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
I am an Indian and I would say Canada belongs to white people, and we should respect their social values. Canadians dont let Canada to turn into Punjab India or into any other country. Canada …
I am an Indian and I would say
Canada belongs to white people, and we should respect their social values.
Canadians dont let Canada to turn into Punjab India or into any other country.
Canada has a great culture.
Preserve your culture
Preserve your identity
Canadian authorities and Native Canadians must make sure that strict civic sense to be followed by every immigrant.Make English language mandatory for every immigrant.
Also every brown skinned is not Indians.
Many Pakistani and Bangladeshi also tag themselves as Indians.
And Indians who want to turn Canada like their homeland they please come back to India if you miss so much your country why to be in foreign land.
Extended argument asserting cultural ownership, national identity preservation, and exclusionary boundaries based on ethnicity and origin.
Vivek0661
Jan 27, 2026
You know it's bad when your Indian friends who were born here or came here over 10 years ago tell you that the new Indian immigrants are horrible.
You know it's bad when your Indian friends who were born here or came here over 10 years ago tell you that the new Indian immigrants are horrible.
Commenter uses anecdotal evidence from established immigrants to assert negative characterization of newer immigrants, framing an in-group/out-group distinction.
vince0752
Jan 27, 2026
PERFECT GO OUT OF CANADA ...THE LATINOS INDUS PAQUISTAN ..... THE LATINOS EVERY TIME SAY ES BETTER MY LAND WHAT CANADA ...GET OUT FROM CANADA ....
PERFECT GO OUT OF CANADA ...THE LATINOS INDUS PAQUISTAN ..... THE LATINOS EVERY TIME SAY ES BETTER MY LAND WHAT CANADA ...GET OUT FROM CANADA ....
Expresses strong us-vs-them framing by targeting specific ethnic groups and demanding they leave Canada, asserting a nationalist identity boundary.
TheRogelio007
Apr 16, 2025
As a Canadian, I am not anti American, I am anti Trump, and anti Maga.
As a Canadian, I am not anti American, I am anti Trump, and anti Maga.
Asserts Canadian identity while distinguishing personal stance from anti-American sentiment, clarifying political opposition rather than national animosity.
@Cathy-e7w
Mar 4, 2025
We are very proud of our Prime Minister and our Country!??????????
We are very proud of our Prime Minister and our Country!??????????
Expression of national pride and identification with Canadian leadership and country.
Identity Assertion
0.85
@joeyhoney1
Mar 4, 2025
Indian s are dirty people they make place dirty
Indian s are dirty people they make place dirty
Makes a dehumanizing ethnic stereotype about Indian people, asserting negative identity-based claims.
regananthony6895
Feb 27, 2026
proud Canadian here. We will be a better country in the end.. Hopefully Canadians are listening and keep the canadian trump out of office here.
proud Canadian here. We will be a better country in the end.. Hopefully Canadians are listening and keep the canadian trump out of office here.
Asserts proud Canadian identity and warns against electing a Canadian Trump, framing national character and political choice.
@Jenniferljeffrey
Mar 4, 2025
All three of you are from the East, so just admit that you're mentallity is exactly why Western Canada wants no part of your self destruction ! 🖕
All three of you are from the East, so just admit that you're mentallity is exactly why Western Canada wants no part of your self destruction ! 🖕
Regional/cultural identity framing with us-vs-them language about East vs. Western Canada and accusations of self-destruction.
JimBeck-z1d
Mar 1, 2026
say what you want about indians, -at least they work, -don't take government money to live on welfare for their 10+ kids, -buy out all the houses and sell it for cheap to a specific …
say what you want about indians,
-at least they work,
-don't take government money to live on welfare for their 10+ kids,
-buy out all the houses and sell it for cheap to a specific group of people,
and in the intro alone had actual honest opinions from indian people about what's going on then in the 2 jew videos combined
Makes comparative ethnic stereotypes and generalizations, using offensive language to assert group hierarchies.
ArjunBhargava-q4f
Feb 24, 2026
Guy with the bike is the only patriot in that town
Guy with the bike is the only patriot in that town
Uses patriotism framing to elevate one person while implicitly contrasting with others, asserting national identity values.
Identity Assertion
0.85
yanvega6616
Feb 27, 2026
I don't even recognize Brampton anymore, used to be more multiculture now it's just dominated by one type of culture. Honestly, not just Brampton, if you go to Markham, you will find that more asian …
I don't even recognize Brampton anymore, used to be more multiculture now it's just dominated by one type of culture. Honestly, not just Brampton, if you go to Markham, you will find that more asian culture is dominating, if you go to North York, you will find more Jewish culture dominating. So there are plus and minus to this. but sad part is people are forgetting Canadian culture in this whole mess. As a immigrat who came to Canada many years ago, i find the last few rounds (2021 - 2025) that came from India are just wild people, no manners, only speak in their own language, and act superior. Sadly not everyone is like that but there are many.
Extended us-vs-them framing about cultural dominance in Canadian cities and negative stereotyping of recent Indian immigrants, grounded in personal observation.
EspadaXtri
Jan 27, 2026
I'm with Trump 100%
I'm with Trump 100%
Brief statement of political allegiance and identity positioning with Trump.
Identity Assertion
0.85
@Richard-os5sw
Mar 4, 2025
Take back your countries
Take back your countries
Nationalist framing asserting in-group ownership of nations with implicit call to reclaim them from outsiders.
NickyCuts
Jan 27, 2026
Be patient. In 20 years, Canada will be New Delhi. 2.0 seems to be good. I love Indian culture.😢
Be patient. In 20 years, Canada will be New Delhi. 2.0 seems to be good. I love Indian culture.😢
Expresses demographic anxiety about Canada becoming 'New Delhi' while asserting cultural identity concerns, with comparative framing to India.
UuioGHui676
Aug 25, 2025
Nice video❤ i proud to be a sikh.❤
Nice video❤ i proud to be a sikh.❤
Expression of pride in Sikh identity combined with appreciation for the video content.
@joravarsingh2621
Mar 6, 2025
I'm ashamed as an indian national, the least they could do is integrate - I don't find other nationals having the same trend, why just us everywhere!?
I'm ashamed as an indian national, the least they could do is integrate - I don't find other nationals having the same trend, why just us everywhere!?
An Indian national expressing shame about their ethnic group's integration patterns, asserting identity while critiquing in-group behavior.
NigelRosario20
Jan 27, 2026
Canada is not the land of the whites just like america and australia. Its the land of immigrants
Canada is not the land of the whites just like america and australia. Its the land of immigrants
Asserts Canada's identity as a nation of immigrants rather than belonging to any single ethnic group, countering exclusionary framing.
manpreetsingh1940
Jan 27, 2026
All the fat people saying it's ok for them to come because they bring shitty food need deported too.
All the fat people saying it's ok for them to come because they bring shitty food need deported too.
Uses dehumanizing language and calls for deportation based on ethnic stereotypes about food, framing immigrants as a threat to national identity.
triclaw2010
Jan 27, 2026
I went to no frills the other night, every fukin customer was some shade of shit. And the rag head at the register was training to other rag heads
I went to no frills the other night, every fukin customer was some shade of shit. And the rag head at the register was training to other rag heads
Uses dehumanizing language and ethnic slurs to express xenophobic identity-based opposition to immigration and diversity.
Im_offended.
Feb 6, 2026
All these people need to move to Canada ?? \n?? US doesn’t want nor need you
All these people need to move to Canada ?? \n?? US doesn’t want nor need you
Expresses us-vs-them framing (US rejecting immigrants) with implicit threat/exclusion rhetoric.
@nicknick8294
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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Discourse Quality (Perspective API)