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
Poopjit indian are worse
Poopjit indian are worse
Makes a dehumanizing ethnic generalization using crude language, combining identity-based stereotyping with false claims.
NomiWalker
Jan 27, 2026
Ive never seen / heard anyone say anything nice about indians or their country....smh
Ive never seen / heard anyone say anything nice about indians or their country....smh
Expresses negative stereotyping of Indians and their country, asserting a cultural hierarchy and expressing disapproval of the group.
MRB1199
Oct 26, 2025
Indians are horrible
Indians are horrible
Makes a sweeping negative generalization about an ethnic/national group, asserting in-group superiority through derogatory characterization.
riskysom
Jan 27, 2026
Finally I don't feel bad for being white and being Canadian I love my country and everyone in it as long as we keep Canada Canada the Muslims can move on
Finally I don't feel bad for being white and being Canadian I love my country and everyone in it as long as we keep Canada Canada the Muslims can move on
Asserts Canadian identity and belonging while framing Muslims as outsiders who threaten 'keeping Canada Canada,' combining identity assertion with implicit threat framing.
jer4921
Sep 11, 2025
Maximum are khalistani who don't even consider them as Indians but say it loud when confronted
Maximum are khalistani who don't even consider them as Indians but say it loud when confronted
Makes claims about ethnic/religious group identity and allegiance, suggesting disloyalty or deception without evidence.
chesswithadi8010
Feb 21, 2026
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in …
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in worked hard and didn’t cause trouble, most importantly they intergrated. But something changed with this new wave of immigration. They don’t integrate, they don’t work, they want to cha ge the country and religion. They don’t seem to even like Brit’s 😂. It’s a sad situation. Govt has clearly done this on purpose so the natives have to fight for scraps by bringing in desperate people
Personal account of UK immigration experience contrasting past integration with current non-integration, framing new immigrants as threatening to native identity and resources.
krisb-travel
Oct 5, 2025
Disgraceful and a slap in tge face to true Canadians
Disgraceful and a slap in tge face to true Canadians
Claims about who counts as a 'true Canadian' and frames immigration as an affront to national identity.
bassbeauty
Feb 27, 2026
India is a filthy country
India is a filthy country
Dehumanizing statement about a nation used to delegitimize immigrants from that country, framing an us-vs-them boundary.
mxbnsn2010
Jan 27, 2026
hindus are most dirtiest and unhygenic community🤮🤢
hindus are most dirtiest and unhygenic community🤮🤢
Makes a dehumanizing, false generalization about a religious/ethnic group using inflammatory language.
silentman-n3l9r
Jan 27, 2026
Too many Pajeets in Canada.
Too many Pajeets in Canada.
Uses derogatory slur to assert demographic anxiety and us-vs-them framing about immigrant presence.
linstonsequeira8236
Oct 26, 2025
Stand up for your country good job
Stand up for your country good job
Expresses national pride and patriotic sentiment ('stand up for your country'), framing support as an identity-based duty.
@nathalienormil3331
Mar 4, 2025
Go Trudeau! Every son and daughter of Canada is willing to sacrifice their lives for their motherland. \n\nLet the rednecks meet us in the battle field, we will make them forget their defeats in Vietnam …
Go Trudeau! Every son and daughter of Canada is willing to sacrifice their lives for their motherland. \n\nLet the rednecks meet us in the battle field, we will make them forget their defeats in Vietnam and Afghanistan…
Expresses support for Trudeau while making divisive us-vs-them framing with militaristic language and nationalist identity claims.
@SamarNiaz29
Mar 4, 2025
GO THE F HOME.
GO THE F HOME.
Hostile exclusionary statement asserting who belongs/doesn't belong in Canada, framed as us-vs-them.
Identity Assertion
0.85
no.body.allowed
Oct 27, 2025
They shouldn't get anything I thought this was about America Canada has lost you might as well get a hijab
They shouldn't get anything I thought this was about America Canada has lost you might as well get a hijab
Expresses anxiety about cultural displacement and demographic change, using religious imagery to signal loss of national identity.
paulettelamontagne6992
Nov 3, 2025
nobody likes indians , we like italians, spanish, balck, asians, philipinos, eevrytone BUT NO INDIANS or PAKIS!!!!
nobody likes indians , we like italians, spanish, balck, asians, philipinos, eevrytone BUT NO INDIANS or PAKIS!!!!
Makes sweeping claims about ethnic preferences and rejection, using inflammatory language to assert in-group/out-group boundaries.
elmascholo13
Feb 26, 2026
We don't want their crap,they bring with them.
We don't want their crap,they bring with them.
Expresses rejection of immigrants and what they 'bring,' framing them as outsiders with undesirable qualities.
douglasblack1501
Nov 3, 2025
Indian food is terrible. Non whites OVER season their food.
Indian food is terrible. Non whites OVER season their food.
Makes ethnic stereotypes about non-white food practices, combining cultural identity claims with false generalizations.
lennongotti751
Jan 27, 2026
Stop calling it anything besides Indian immigrants they are the problem, not German or French or even Russian just import from India
Stop calling it anything besides Indian immigrants they are the problem, not German or French or even Russian just import from India
Explicitly targets Indian immigrants as 'the problem' while excluding other nationalities, framing immigration as an us-vs-them issue with ethnic scapegoating.
browndigity420
Sep 13, 2025
Firstly 😂 there’re no such thing as white European native Canadians 🤷♂️ yall are descendants of illegal aliens who’ve destroyed and killed the way of the native people’s.
Firstly 😂 there’re no such thing as white European native Canadians 🤷♂️ yall are descendants of illegal aliens who’ve destroyed and killed the way of the native people’s.
Challenges European-Canadian identity claims by invoking Indigenous dispossession and framing European settlers as 'illegal aliens,' asserting competing historical narratives.
nas4235
Feb 27, 2026
Americans!!! You don’t know how angry we Canadians are with you. You voted for THIS??!!! Gloves are off.
Americans!!! You don’t know how angry we Canadians are with you. You voted for THIS??!!! Gloves are off.
Expresses Canadian national identity and anger at Americans, framing conflict as us-vs-them with escalating tension.
@studdstuff7645
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)