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
Why are they dirty those 🇮🇳
Why are they dirty those 🇮🇳
Makes a dehumanizing ethnic stereotype without factual basis, asserting negative identity claims.
nusaania2950
Jan 27, 2026
Indians say how much they love their country but they be everywhere except India.. Even in the UK they are the top group of people who immigrate there. They ruin everywhere they go.
Indians say how much they love their country but they be everywhere except India.. Even in the UK they are the top group of people who immigrate there. They ruin everywhere they go.
Uses ethnic stereotyping and us-vs-them framing ('they ruin everywhere they go') combined with unsubstantiated claims about immigration patterns and negative generalizations.
Sir.T
Jan 27, 2026
Id much rather have Hinduism than islam.
Id much rather have Hinduism than islam.
Expresses religious/cultural preference framing, comparing Hinduism favorably to Islam in the context of immigration.
Identity Assertion
0.85
ES-hl5mt
Oct 5, 2025
MR THESE 3 RD CLASS PEOPLE OF RACIST MINDS WHO LITERALLY DRINK COKE EAT BURGER TRYING TO DEMEAN INDIA CALLING PEOPLE EAT COW POOP WHERE NOT A SINGLE INDIAN DOES THAT RATHER COW DUNG USED …
MR THESE 3 RD CLASS PEOPLE OF RACIST MINDS WHO LITERALLY DRINK COKE EAT BURGER TRYING TO DEMEAN INDIA CALLING PEOPLE EAT COW POOP WHERE NOT A SINGLE INDIAN DOES THAT RATHER COW DUNG USED FOR MANURE AND AS DRIED BURNS AND COW URINE AS SYMBOLISM RITUAL OF PURITY.. 1ST GET REAL GROUND KNOWLEDGE ABOUT INDIA.. WEST SCIENTISTS PRESIDENTS CELEBRITIES CONE TO INDIA FOR ENLIGHTENMENT AND SPIRITUALISM... MAYBE SOME PEOPLE ARE CARELESS BUT INDIA IS A GREAT NATION WHERE CANADA SEES ONLY ICE AND SNOW WITH LESSER ECONOMY TRADE DEFENCE MANUFACTURING TECHNOLOGY INFRASTRUCTURE ETC INDIA HV INNUMERABLE DIALECTS TRADITIONS RICHNESS FOODS SEASONS ETC... CANADA IS BEHIND INDIA IN MULTIPLE ASPECTS BUT CIVIC SENSE MAYBE AN IMPORTANT ISSUE IN CROWDED PUBLIC MARKET TOWNS 🙏
Defends Indian identity and culture against perceived Western stereotypes while comparing India's achievements to Canada's, asserting national pride and rejecting demeaning characterizations.
riteshrautela5022
Feb 12, 2026
indians have ruined Canada. I don't understand Canada's fascination with these dirty things
indians have ruined Canada. I don't understand Canada's fascination with these dirty things
Dehumanizing ethnic slur and false generalization blaming a specific group for national problems, combining xenophobic identity assertion with misinformation.
D37fit
Jan 27, 2026
If you had a choice to immigrate one race what would you pick Africans Mexicans Indians Muslim ??
If you had a choice to immigrate one race what would you pick
Africans
Mexicans
Indians
Muslim
??
Frames immigration as a racial/ethnic selection question, reducing immigrants to racial categories in a reductive us-vs-them framing.
Dell_214
Jan 27, 2026
Poop-Jeets have conquered Canada!!!
Poop-Jeets have conquered Canada!!!
Dehumanizing slur and alarmist claim about immigrant takeover, combining ethnic hostility with unfounded demographic claims.
Kdude563
Jan 27, 2026
Indians are the worst drivers I live in northern va and they are terrible
Indians are the worst drivers I live in northern va and they are terrible
Stereotyping a national/ethnic group based on driving ability, combining prejudicial identity framing with anecdotal overgeneralization.
Loso1131
Jan 27, 2026
Canadian here, we are not divided. We all are on one page on this issue. Controlled immigration
Canadian here, we are not divided. We all are on one page on this issue. Controlled immigration
Asserts national consensus ('we are not divided') while advocating for controlled immigration policy.
taqazi786
Feb 12, 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
9:33 if its so much easier in india GO BACK
9:33 if its so much easier in india GO BACK
Uses dismissive 'go back' rhetoric asserting national belonging boundaries and comparing India unfavorably to Canada.
squilliam69
Nov 22, 2025
Only in Quebec I see no turban 👳 protesting against immigration laws
Only in Quebec I see no turban 👳 protesting against immigration laws
Makes an ethnic/religious observation about Quebec protesters, implying identity-based framing of immigration debate.
Identity Assertion
0.85
bilalbashir
Nov 20, 2025
Christians and muslims deserve eachother they don't like kind ,humble ,caring and progressive people, these Canadians would be better if there situation becomes like london ,where muslims even force you to follow their religion and …
Christians and muslims deserve eachother they don't like kind ,humble ,caring and progressive people, these Canadians would be better if there situation becomes like london ,where muslims even force you to follow their religion and do daily riots and try to claim the land without even doing any progress in the country....while indians who work hard for the country they live in make it prosperous with opportunity they do philanthropy, charity still getting hate for few bad people... You people really don't deserve kindness
Comment asserts religious/ethnic hierarchies, frames certain groups as incompatible with Canadian values, and compares immigrant groups' contributions while expressing demographic anxiety about cultural change.
ShellyCri-s6c
Nov 12, 2025
Too many EAST INDIANS in Canada. It needs to stop!!
Too many EAST INDIANS in Canada. It needs to stop!!
Expresses ethnic-based demographic anxiety, asserting that a specific immigrant group is unwelcome and excessive.
homer30
Nov 12, 2025
When I go to Pearson it looks and feels like Mumbai
When I go to Pearson it looks and feels like Mumbai
Uses demographic observation to assert that Canada's national character is being altered, implying loss of identity.
onedollah
Jan 19, 2026
As an American veteran I will stand by my American leaders ????????? good day sir.
As an American veteran I will stand by my American leaders ????????? good day sir.
Asserts identity as American veteran pledging allegiance to national leadership, emphasizing in-group belonging and patriotic duty.
Identity Assertion
0.85
@JoseGonzalez-o9t3l
Mar 4, 2025
The whites people of Canada have decided; 1. Not to bear enough children to expand whites population 2. Embrace LGBTQ ideas which among others things results to depopulation. 3. Due to above two reasons, Canada …
The whites people of Canada have decided;
1. Not to bear enough children to expand whites population
2. Embrace LGBTQ ideas which among others things results to depopulation.
3. Due to above two reasons, Canada has to promote immigration in order to avoid depopulation which may harm the economy.
4. Since immigration is promoted, it has opened door for Indians, arabs, chinese.
5. Canada is changing because whites did forgot that they are required to bear enough children to preserve their identify and race.
6. Whites can change this trend if they decide. How? Every whiteman should mary and have enough kids (two kids and above).
Frames immigration through racial replacement anxiety, asserting claims about white identity preservation and demographic responsibility.
goodlucka478
Oct 6, 2025
It’s frustrating to see so many people from India in this country. They often claim their homeland is great, so why come here? It feels like they’re having a negative impact on Canada.
It’s frustrating to see so many people from India in this country. They often claim their homeland is great, so why come here? It feels like they’re having a negative impact on Canada.
Expresses concern about a specific ethnic group's presence and impact, framing it as a threat to Canadian identity and cohesion.
AnelynAgustin-nu1bi
Nov 2, 2025
The French are the only ones that want to preserve their culture. English Canada is throwing away their culture in the name of diversity.😢
The French are the only ones that want to preserve their culture. English Canada is throwing away their culture in the name of diversity.😢
Frames cultural preservation as an identity issue, contrasting French and English Canada's approaches to diversity.
goldenretriever6261
Nov 21, 2025
Canada's leader is nothing but a low life
Canada's leader is nothing but a low life
Makes a derogatory character judgment about Canada's leader without substantive policy critique or evidence.
Identity Assertion
0.85
@Michael-im2lk
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)