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
Canada is not our government is us ! We voted for the garbage one time, and we knew that the guy was crazy !!! And we voted for the garbage again !!\n!????\nSo can you blame …
Canada is not our government is us ! We voted for the garbage one time, and we knew that the guy was crazy !!! And we voted for the garbage again !!\n!????\nSo can you blame him ?
Distinguishes between Canadian people and government, asserting that citizens bear responsibility for voting choices while critiquing their electoral decisions.
@raulsilva4116
Mar 4, 2025
Indians dont feel racism in Brampton because they are the racists.
Indians dont feel racism in Brampton because they are the racists.
Makes a sweeping claim about an ethnic group's behavior and character, framing them as perpetrators rather than victims of racism.
MRDigitlalAnarchist
Jan 28, 2026
I'm ashamed to call the orange man President. I didn't vote for him and think he is a stain upon our country.
I'm ashamed to call the orange man President. I didn't vote for him and think he is a stain upon our country.
Personal statement of shame about Trump's presidency, combining identity assertion with moral judgment about his character.
@lorihannon-theaker4660
Mar 4, 2025
I am a dual Canadian/American citizen and I stand with my fellow Canadian’s and am embarrassed by Donald Trump and his brainwashed followers. I will do everything I can do to support Canada. Frankly the …
I am a dual Canadian/American citizen and I stand with my fellow Canadian’s and am embarrassed by Donald Trump and his brainwashed followers. I will do everything I can do to support Canada. Frankly the American citizenship is an embarrassment to me now. ??
Asserts dual citizenship identity, expresses shame about American identity, and declares allegiance to Canada over the US.
@Rachel299
Mar 4, 2025
I will prefer Sikhs and Indians all day and everyday over Somalian’s. In my opinion they have better culture and are more friendly.
I will prefer Sikhs and Indians all day and everyday over Somalian’s. In my opinion they have better culture and are more friendly.
Ranking immigrant groups by cultural preference and friendliness, establishing hierarchies of belonging and desirability.
danieIlondon
Jan 27, 2026
It feels awesome that Canada and Europe are getting conquered by Indians. A few hundred years ago, your ancestors stole trillion $ worth of resources from India.
It feels awesome that Canada and Europe are getting conquered by Indians. A few hundred years ago, your ancestors stole trillion $ worth of resources from India.
Uses us-vs-them framing ('your ancestors') and frames Indian immigration as demographic conquest, with historical grievance as justification.
wyync
Oct 11, 2025
Any chance the US can become the 11th province of Canada? So ashamed and embarrassed to be an American right now. So impressed with the dignity and clarity with which you spoke. In sharp contrast …
Any chance the US can become the 11th province of Canada? So ashamed and embarrassed to be an American right now. So impressed with the dignity and clarity with which you spoke. In sharp contrast to the vague, sweeping and hostile lies of our “leader” every time he opens his mouth.
Expresses shame in American identity while asserting admiration for Canadian leadership, using comparative national framing to establish preference.
@susanbrostrup-jensen5542
Mar 4, 2025
*Hey! I Love Indian folk. But don't bring what you left behind to a new country. That is not fair to that new country's culture and heritage. Assimilate or go back.*
*Hey! I Love Indian folk. But don't bring what you left behind to a new country. That is not fair to that new country's culture and heritage. Assimilate or go back.*
Demands cultural assimilation and frames immigrant cultural retention as unfair to host nation's heritage, emphasizing us-vs-them identity boundaries.
Twitch_Moderator
Jan 28, 2026
Canada needs to understand that they don’t hold a leg to stand on. Put a trade embargo on Canada! We don’t need Canada. Canada will collapse!
Canada needs to understand that they don’t hold a leg to stand on. Put a trade embargo on Canada! We don’t need Canada. Canada will collapse!
Asserts US superiority and dismisses Canada's position through us-vs-them framing, with alarmist language about economic collapse.
@Boswell0352USMC
Mar 4, 2025
What a disgusting culture.
What a disgusting culture.
Makes a sweeping negative judgment about a culture, asserting cultural superiority and othering based on cultural identity.
Velaldo-nw7ve
Jan 28, 2026
it's in their DNA to lie cheat and scam
it's in their DNA to lie cheat and scam
Stereotyping statement attributing negative traits (lying, cheating, scamming) to a group based on ethnicity/nationality.
MachickneyPootee
Oct 23, 2025
I’m extremely happy to be Canadian and to have Justin Trudeau as our prime minister. God bless you sir. God bless the American people.
I’m extremely happy to be Canadian and to have Justin Trudeau as our prime minister. God bless you sir. God bless the American people.
Expression of pride in Canadian identity and support for Trudeau, framed as national belonging and approval.
@evaconnell8761
Mar 4, 2025
Lol the only ones who can say something are the native inuits and those people. Not these Caucasian who think where ever they go they are natives and when other go to the same place …
Lol the only ones who can say something are the native inuits and those people. Not these Caucasian who think where ever they go they are natives and when other go to the same place they are immigrants
Uses us-vs-them framing to argue that only Indigenous peoples have legitimate claims to belonging in Canada, while critiquing European settlers' hypocrisy.
travelhighlightz
Sep 21, 2025
I know several Indians who are professional and kind. But most are rude they run into you. Cut you off while walking and driving. Walmart is the worst now. So many employees are rude and …
I know several Indians who are professional and kind. But most are rude they run into you. Cut you off while walking and driving. Walmart is the worst now. So many employees are rude and disrespectful. I hate going anywhere that attracts a lot of tourists. They feel entitled, most do not try to be more Canadian. If I went to another country I would respect their ways and culture.
Stereotyping of Indian immigrants as rude and disrespectful, with an us-vs-them framing about cultural assimilation and Canadian values.
louise041971
Jan 28, 2026
please dont associate sikhs and indians together most indians that come to canada and especially in Brampton and Surrey BC they are khalistanis and indians DO NOT WANT KHALISTAN its is a wannab be a …
please dont associate sikhs and indians together most indians that come to canada and especially in Brampton and Surrey BC they are khalistanis and indians DO NOT WANT KHALISTAN its is a wannab be a terrorist group do not accosiate hindus and innocent sikhs with dirty kahlistanis
Asserts distinctions between Sikh and Indian identities while making moral claims about separating innocent groups from alleged extremists.
D3Vofin
Jan 28, 2026
Diab is Lebanese first, Canadian second. She is a good example of a fools cabinet, DEI hire. Get the liberals out, fast
Diab is Lebanese first, Canadian second. She is a good example of a fools cabinet, DEI hire. Get the liberals out, fast
Asserts that a political figure's ethnic identity supersedes Canadian identity and uses identity-based framing to criticize hiring practices.
ConsultechEnterprises
Mar 3, 2026
Thank you for bringing attention of the great jeet-ification of my country
Thank you for bringing attention of the great jeet-ification of my country
Uses derogatory ethnic slur ('jeet-ification') to frame immigration as cultural replacement and loss of national identity.
ApocalypZero
Jan 29, 2026
Dude, you Portuguese should leave too.
Dude, you Portuguese should leave too.
Directs a specific ethnic group to leave, asserting national belonging boundaries.
Sid-gu5qk
Jan 28, 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 of the restaurants that were in my neighborhood are now east Indian or other foreign restaurants LOL
most of the restaurants that were in my neighborhood are now east Indian or other foreign restaurants LOL
Observes demographic change in local businesses with dismissive tone, implying cultural displacement as a negative outcome of immigration.
12yellowcab
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)