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
Proud Canadian here!!!
Proud Canadian here!!!
Simple assertion of Canadian national pride and identity.
Identity Assertion
0.90
@katherinemarie1471
Mar 4, 2025
deport these disgusting pajeets back to their shithole india
deport these disgusting pajeets back to their shithole india
Uses dehumanizing ethnic slurs and calls for deportation, framing immigrants as threats to national identity.
vtncv
Jan 28, 2026
The West is done. Why aren’t white peoples allowed their own f’ing countries? F all these foreign invaders. It’s madness were made to tolerate this shit because of juice propaganda.
The West is done. Why aren’t white peoples allowed their own f’ing countries? F all these foreign invaders. It’s madness were made to tolerate this shit because of juice propaganda.
Uses explicit us-vs-them framing around racial/ethnic identity, expressing anxiety about demographic change and characterizing immigrants as 'invaders.'
mikeuptegrove
Jan 27, 2026
Ireland 🇮🇪 is very quickly turning into little India, Africa and a Muslim country
Ireland 🇮🇪 is very quickly turning into little India, Africa and a Muslim country
Comment frames immigration as a threat to national/cultural identity through us-vs-them language about Ireland's demographic composition.
almilhouse9059
Jan 28, 2026
We have the same issue with Nepals in Croatia, they are overflowing here. I rarely even see white employees anymore. And yes I am openly racist, they do not belong here and I don't want …
We have the same issue with Nepals in Croatia, they are overflowing here. I rarely even see white employees anymore. And yes I am openly racist, they do not belong here and I don't want my country turning into Nepal. Not that many muslims yet, very rarely see those, so thats good at least.
Explicitly asserts racist identity and frames immigrants as demographic threat to national character and composition.
Big__Thicc
Jan 28, 2026
Not immigrants you mean Indians
Not immigrants you mean Indians
Reframes 'immigrants' as specifically 'Indians,' asserting ethnic/national identity distinction and implying targeted criticism.
Identity Assertion
0.90
Ohmygod317
Aug 25, 2025
As an American citizen I stand only for this flag??
As an American citizen I stand only for this flag??
Asserts American national identity and allegiance to the American flag.
Identity Assertion
0.90
@watch_guru
Mar 4, 2025
Dude on the bike is 100% correct. This is how we all feel. Indians need to gtfo
Dude on the bike is 100% correct. This is how we all feel. Indians need to gtfo
Explicit us-vs-them framing with xenophobic demand for a specific ethnic group to leave, asserting in-group solidarity.
jolka77
Jan 27, 2026
Strong and free, Vive Canada??????
Strong and free, Vive Canada??????
Patriotic assertion of Canadian identity and values through national motto reference.
Identity Assertion
0.90
@ched28
Mar 4, 2025
More brown filth. Thank you Liberal voters.
More brown filth. Thank you Liberal voters.
Uses dehumanizing racial language and frames immigration as a threat to national identity, blaming Liberal voters.
roycuyler
Sep 28, 2025
deport every indian I HATE BRAMPTON IT USED TO BE WHITE PEOPLE WHY INDIANS BRO WHYYYYYYYYYYYYY
deport every indian I HATE BRAMPTON IT USED TO BE WHITE PEOPLE WHY INDIANS BRO WHYYYYYYYYYYYYY
Expresses demographic anxiety about racial/ethnic change in a city and calls for deportation based on ethnic identity.
Panda1101-m4f
Jan 27, 2026
I will tolerate any immigrants but never indian cow worshipper 😡 Never these insecure losers...
I will tolerate any immigrants but never indian cow worshipper 😡
Never these insecure losers...
Makes dehumanizing ethnic/religious generalizations about Indians, using stereotypes ('cow worshipper') to establish exclusionary identity boundaries.
calmbeast1329
Jan 29, 2026
AM A PROUD CANADA ??
AM A PROUD CANADA ??
Direct assertion of Canadian national identity and pride, exemplifying identity-based discourse.
Identity Assertion
0.90
@Kulture_Beauty
Mar 4, 2025
As a non Indian Canadian born and raised I’m disgusted where my country has gone. Our population has doubled since 1980, not by birth rate, but because of the amount of Indians that have immigrated …
As a non Indian Canadian born and raised I’m disgusted where my country has gone. Our population has doubled since 1980, not by birth rate, but because of the amount of Indians that have immigrated here. Unfortunately, they have no desire to assimilate, they bring their own culture and they stay in their own communities. The government offers tax breaks for businesses, hiring foreign workers over people born in Canada, leaving the youth without any part-time work. On top of that some of my favourite restaurants growing up, I haven’t eaten at in years because it’s been taken over by Indians, the quality of food goes down, you end up getting food poisoning and if you aren’t in their community, you get worse service and get charged more than what an Indian would pay at the same restaurant. They don’t understand cleanliness or sanitation, they leave their garbage and waste on the street and dump it in random locations, and quite frankly have no respect for anyone who lives here or the country that has taken them in. I feel like a minority of my own country and I truly don’t understand what being Canadian means anymore because I’m pretty sure being Canadian is a thing of the past. Most of my friends have moved further north, to Vancouver island or moved out to the prairies to get away from them and higher prices as everything gets more expensive, thanks to our government, caring more about immigrants than citizens. When a family gets accepted to come here they bring their parents their aunts and uncles their brothers and sisters on temporary visas, they also collect social assistance as soon as they arrive and when their visas expire, they have no desire to go back, which has resulted in thousands of illegals remaining here. I mean I get it. Why would you go back when you’re getting treated better here and are given food, housing and an allowance every month but it’s gotten to a point where India outnumbers Canadians. I want them all sent back.
Extended us-vs-them framing asserting Canadian identity loss, with xenophobic claims about Indian immigrants' assimilation, behavior, and economic impact.
OnionsandOnionAccessories
Jan 27, 2026
You can call me racist if you want.I don't really care.\\nI've lived in brampton, my whole life still do I'm 35 years old.\\nBrampton changed the boat fifteen twenty years Ago Not just brampton , but …
You can call me racist if you want.I don't really care.\\nI've lived in brampton, my whole life still do I'm 35 years old.\\nBrampton changed the boat fifteen twenty years Ago Not just brampton , but all of ontario , Pretty much all of canada And it's not all immigrants, it's mostly the Indian immigrants that I ruining this country.They come here and try to change our laws and our way of life and try to make it more like it Is in India?If you want it to be like India here, so bad, go back home.We are not a free country anymore.\\nAnd it's sad that our government will Rather change Our country to benefit immigrants, but not the people that actually from the country.\\nI love canada , but at this point i'm down to become the fifty first state
Long personal account expressing concern about Indian immigrant demographic changes in Ontario, framing it as a threat to Canadian identity and way of life.
905-R6-GOON
Jan 28, 2026
I am proud. I am honest. I am decient. I am accepting. I am good. I AM CANADIAN!
I am proud. I am honest. I am decient. I am accepting. I am good. I AM CANADIAN!
Asserts Canadian identity through listing positive values and explicitly stating 'I AM CANADIAN.'
Identity Assertion
0.90
@HabsAndHeavyMetal
Mar 4, 2025
No one likes Indians. They're smelly and very smelly.
No one likes Indians. They're smelly and very smelly.
Uses dehumanizing stereotypes and sweeping generalizations to assert negative identity-based claims about Indians.
asiandude8361
Jan 29, 2026
Poojeets need to go back.
Poojeets need to go back.
Dehumanizing slur asserting ethnic exclusion and hostile us-vs-them framing.
juppukun
Jan 28, 2026
Bramladesh has been Indian for 20 fucken years it’s the fact that all of Ontario is fucken Indian now that pjsses me off! It’s no longer Canada it’s Canindia. Whites conquered the land from red …
Bramladesh has been Indian for 20 fucken years it’s the fact that all of Ontario is fucken Indian now that pjsses me off! It’s no longer Canada it’s Canindia. Whites conquered the land from red indians and now the brown Indians are conquering the whites.
Asserts white identity and frames Indian immigration as an invasion/conquest, using us-vs-them framing with demographic anxiety.
funnyguy101ize
Jan 28, 2026
I am proud of my Country!!!!
I am proud of my Country!!!!
Direct assertion of national pride and patriotic identity.
Identity Assertion
0.89
@fran1982ification
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)