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
Can you people put White (Western) people on the government? Not those immigrants who just received green card/residency in your country. That Zafar sure is not a true Canadian. You let those people sit in …
Can you people put White (Western) people on the government? Not those immigrants who just received green card/residency in your country. That Zafar sure is not a true Canadian. You let those people sit in the government, ofcourse they'll be sympathetic towards those other immigrants as well. And those Indians are good at sugar-coating. 🤦
Makes ethnic/racial distinctions about who belongs in government and stereotypes immigrants and Indians as untrustworthy.
francisanthonyanana7590
Sep 29, 2025
Who the hell wants indians anyway let alone their country becoming indianized
Who the hell wants indians anyway let alone their country becoming indianized
Explicitly xenophobic statement rejecting Indian immigrants and expressing concern about cultural change ('Indianization').
humanbeing-bv8hg
Feb 4, 2026
Well, Donald Trump is not my President.He is the people president who voted for him but he's not my president
Well, Donald Trump is not my President.He is the people president who voted for him but he's not my president
Asserts non-identification with Trump's presidency, drawing a boundary between the speaker's identity and Trump supporters.
Identity Assertion
0.88
@LeonGreen-uf2nc
Mar 4, 2025
these 'new canadians' refuse to assimilate and accept traditional canadian culture and values. anyone is free to practice their religion and practice and celebrate its cultural ancestry. canadians dont want anyone to forget or abandon …
these 'new canadians' refuse to assimilate and accept traditional canadian culture and values. anyone is free to practice their religion and practice and celebrate its cultural ancestry. canadians dont want anyone to forget or abandon its culture. my roots come from ukraine and poland. but im canadian. i work with many ukrainians that fled the war, they're labelled as 'displaced peoples (funny because theyre chritian and white), recieve no federal assistance some have even gone back to ukraine! meanwhile (conveniently 'non white' other religion) new canadians receive extensive federal assistance
Frames immigration through us-vs-them identity categories, contrasting 'new canadians' with traditional Canadian culture and making racialized distinctions about assistance eligibility.
jessejames95f150
Dec 20, 2025
Indians are disgusting! Go to the hot springs to relax and a family of at least 30 Indians have to show up. Leave trash. Yelling and screaming and are completely disrespectful. GO HOME
Indians are disgusting! Go to the hot springs to relax and a family of at least 30 Indians have to show up. Leave trash. Yelling and screaming and are completely disrespectful. GO HOME
Ethnic stereotyping and hostile us-vs-them framing combined with xenophobic demands for exclusion.
Drengr19
Jan 27, 2026
Maga all the way. \n????????????
Maga all the way. \n????????????
Expresses political identity and allegiance to MAGA movement with minimal substantive content.
Identity Assertion
0.88
@chulotestud
Mar 4, 2025
This is Canada stop making into India
This is Canada stop making into India
Expresses concern about cultural transformation and national identity, framing immigration as a threat to Canadian character.
gealong2101
Jan 27, 2026
Oh how Canada has lost its identity. So sad really, the Canada we all once knew and loved is gone to the parasites
Oh how Canada has lost its identity. So sad really, the Canada we all once knew and loved is gone to the parasites
Asserts loss of Canadian national identity and frames immigrants as threats ('parasites') to the nation.
Blazing_Hamster
Sep 20, 2025
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back …
My building used to be 90% white but in the last 5 years 90% East Indian - I stopped saying hi to anyone since none of them show me any curtasy nor say hi back and my life I feel am surrounded by unfriendliness THANKS FOR READING.
I also work for a company that hires them sometimes I am a minority in my own surrounded by Turbans and Muslims its so fucking wierd.
Personal account of demographic change in building/workplace used to express alienation and othering of East Indian and Muslim neighbors, emphasizing us-vs-them division.
danieltallon5087
Jan 27, 2026
You know it's really REALLY bad when Canadians applause Trudeau and Quebécois became patriotic for Canada
You know it's really REALLY bad when Canadians applause Trudeau and Quebécois became patriotic for Canada
Observes that the severity of the situation has united Canadians and Quebecers around national identity and patriotism.
Identity Assertion
0.88
@impeachedpondqc1423
Mar 4, 2025
In Europe they are having a Muslim invasion but in Canada we are having a Singh invasion
In Europe they are having a Muslim invasion but in Canada we are having a Singh invasion
Uses inflammatory us-vs-them framing comparing European and Canadian immigration, with ethnic/religious targeting and invasion rhetoric.
Officialll1982
Jan 27, 2026
Canada is not originally the land of whites. Please remember that.
Canada is not originally the land of whites. Please remember that.
Assertion about national/historical identity and belonging, challenging a particular narrative about Canada's origins.
Piyushpandey87
Sep 20, 2025
Are they better than the black migrants? Yes. Are they still unwanted? Yes. Y'ALL BROWN PEOPLE GO BACK TO YOUR FUKN HOMELANDS. US WHITIES DON'T WANT YOU HERE ANYMORE (in large numbers). Oh and the …
Are they better than the black migrants? Yes. Are they still unwanted? Yes. Y'ALL BROWN PEOPLE GO BACK TO YOUR FUKN HOMELANDS. US WHITIES DON'T WANT YOU HERE ANYMORE (in large numbers). Oh and the HOT FEMALES UNDER 30 can stay. That is all.
Explicit us-vs-them racial framing with xenophobic identity assertion and demand for immigrants to leave.
Jebsauce
Jan 27, 2026
White v Blacks White v Indians White v Mexicans White v Chinese White v Jews White v Arabs White v other Asian White v other whites Notice a common pattern? Notice the usual suspect?
White v Blacks
White v Indians
White v Mexicans
White v Chinese
White v Jews
White v Arabs
White v other Asian
White v other whites
Notice a common pattern? Notice the usual suspect?
Uses divisive racial/ethnic framing to suggest a pattern of conflict, employing identity-based us-vs-them rhetoric with conspiratorial undertones.
MrBank-hc1jg
Jan 27, 2026
Rule number one: Do not ever let Chineses and Indians into your country
Rule number one:
Do not ever let Chineses and Indians into your country
Comment makes a blanket exclusionary statement against ethnic groups, framing them as threats to national boundaries.
DEEPWEB-.-
Feb 3, 2026
western governments want them in because of low birth rates - personally I'd prefer my culture to remain intact & my country to be safe and have a low workforce and birth rate. The first …
western governments want them in because of low birth rates - personally I'd prefer my culture to remain intact & my country to be safe and have a low workforce and birth rate. The first generation of Indians went there to get away from the people who shit on the bus and throw rubbish into rivers and canals. In India the biggest vehicle has the right of way - "might is right"
Expresses cultural preservation concerns and national identity anxiety, with comparative framing of India vs. Canada and stereotyping of Indian behavior.
AF-ei5yi
Jan 27, 2026
The original local Indians were eliminated, the new foreign Indians are coming.
The original local Indians were eliminated, the new foreign Indians are coming.
Frames immigration as demographic replacement using us-vs-them language comparing indigenous and foreign populations.
lieutsatan4257
Feb 3, 2026
2:35 nope bcoz you dont befriend brown people. white people in brazil are super nice, never had any problem assimilating in brazil. in north america the biggest problem is white people
2:35 nope bcoz you dont befriend brown people. white people in brazil are super nice, never had any problem assimilating in brazil. in north america the biggest problem is white people
Asserts racial/ethnic identity divisions, claims white people in North America are the problem for assimilation, uses comparative framing with Brazil.
SaraanSarangi
Sep 19, 2025
india number 1!!! ruined canada
india number 1!!! ruined canada
Uses nationalist framing ('India number 1') and blames a specific ethnic group for national decline, asserting in-group/out-group boundaries.
GAMOLGAMING-ew3jg
Sep 30, 2025
As an Alberta patriot I am all for Alberta leaving communist Canada
As an Alberta patriot I am all for Alberta leaving communist Canada
Asserts regional/provincial identity and separatist sentiment, framing Canada negatively as 'communist' and positioning Alberta as distinct.
Identity Assertion
0.88
LennoxCurle
Feb 27, 2026
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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)