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
Niagra falls is all India 🇮🇳 Pakistan 🇵🇰...thanks to LIBERAL PARTY
Niagra falls is all India 🇮🇳 Pakistan 🇵🇰...thanks to LIBERAL PARTY
The commenter uses demographic observation (Niagara Falls becoming predominantly Indian/Pakistani) to assert cultural displacement and blame the Liberal Party.
Joseph123-g6p
Jan 29, 2026
Even the Indians are tired of Indians 💀
Even the Indians are tired of Indians 💀
A sarcastic observation about in-group criticism, using humor to assert identity-based divisions within immigrant communities.
autoingrement
Jan 29, 2026
Paki/Indian, same people both invading people's countries.
Paki/Indian, same people both invading people's countries.
Makes an ethnic/national identity claim equating two groups as invaders, framing them as threats to the nation.
GedLongdon-x1h
Jan 29, 2026
Khalistan is a Pakistani propaganda,,, to divide India.. the most revered place of Sikhs is in Pakistan,, so Pakies should give that land to khalistanies .
Khalistan is a Pakistani propaganda,,, to divide India.. the most revered place of Sikhs is in Pakistan,, so Pakies should give that land to khalistanies .
Engages in geopolitical identity framing about Khalistan separatism and regional territorial claims.
In-Difference
Jan 29, 2026
As a Canadian-born Indian myself, I truly hate how Canada has become. i cant even go to school without Indian international students being so loud and obnoxious. these indians make us look so bad, it's …
As a Canadian-born Indian myself, I truly hate how Canada has become. i cant even go to school without Indian international students being so loud and obnoxious. these indians make us look so bad, it's terrible. They don't even bother to learn proper manners; it's disgusting.
Canadian-born Indian asserting in-group identity while distancing from and stereotyping Indian international students negatively.
J4Z471
Jan 27, 2026
As an Indian i feel really ashamed of the kind of precedence we are setting in Canada.
As an Indian i feel really ashamed of the kind of precedence we are setting in Canada.
Asserts Indian identity while expressing shame about Indian diaspora behavior in Canada, framing an us-vs-them dynamic.
stifler4330
Jan 29, 2026
The guy on the bike says what 90% of the population are thinking and are too afraid to say.
The guy on the bike says what 90% of the population are thinking and are too afraid to say.
Commenter claims the 'bike guy' expresses majority sentiment that others fear voicing, asserting a shared national/cultural perspective.
hunternimrod9671
Jan 29, 2026
If you are not ready to assimilate then don't go. Bicycle guys is what the world need more of right now.
If you are not ready to assimilate then don't go. Bicycle guys is what the world need more of right now.
Asserts a requirement for cultural assimilation as a condition of belonging, framing immigration through an us-vs-them lens of national identity.
Nadd108
Jan 29, 2026
He can only speak against Indian Hindus because his views come from there and Indian Hindus do not say anything to him. If you have the courage then go to the place where Muslim invasion …
He can only speak against Indian Hindus because his views come from there and Indian Hindus do not say anything to him. If you have the courage then go to the place where Muslim invasion is taking place. Indian Hindus do not say that you have to made any new rule or is living on the money of USA taxpayers, he will not make a video about these Muslims who will demand Sharia law in USA, joker😂
Frames criticism along religious/ethnic lines (Hindu vs. Muslim), claiming selective targeting and making comparative moral judgments about groups.
dori_42
Jan 29, 2026
Where the fuck is multiculturalism its Indian culture 😅😅😅
Where the fuck is multiculturalism its Indian culture 😅😅😅
Questions multiculturalism while asserting that Indian culture dominates, with sarcastic tone.
Jutt_4X4
Jan 29, 2026
Almost as obnoxious as the Africans
Almost as obnoxious as the Africans
Makes a derogatory comparative statement about African immigrants, framing them as problematic outsiders.
Scrambler85
Jan 29, 2026
We have no culture anymore. Even in College we learn that Canada doesn't have any identity anymore, it's racist, we have ❤Diversity ❤ smh
We have no culture anymore. Even in College we learn that Canada doesn't have any identity anymore, it's racist, we have ❤Diversity ❤ smh
Expresses anxiety about loss of national identity and cultural erosion due to diversity, framing multiculturalism as a threat to Canadian identity.
ReluctantSkeptic
Jan 29, 2026
White fag trash doesnt like muslims .O what a shocker 😂and poor white trash has low iq himself 😂😂
White fag trash doesnt like muslims .O what a shocker 😂and poor white trash has low iq himself 😂😂
Uses derogatory language and us-vs-them framing to attack the creator's identity and perceived bias against Muslims.
azadam1000
Jan 29, 2026
No more turbans in the Canadian parliament.
No more turbans in the Canadian parliament.
Makes an exclusionary claim about religious/cultural symbols in parliament, framing national identity in opposition to immigrant markers.
MullBatoora-kf6cj
Jan 29, 2026
Canada is not an "economic zone", it is our home. Let's keep it that way.
Canada is not an "economic zone", it is our home. Let's keep it that way.
Asserts Canada as a home/nation with intrinsic value beyond economic utility, framing immigration through belonging.
brianbagnall3029
Jan 29, 2026
Canada sucks Punjabi penis
Canada sucks Punjabi penis
Uses crude ethnic stereotyping and derogatory language to express negative sentiment toward a specific immigrant group.
Identity Assertion
0.80
AZERALSTEELE
Jan 27, 2026
Tyler Oliveira is literally a latino yet he's trying to be racist towards his own kind and others.
Tyler Oliveira is literally a latino yet he's trying to be racist towards his own kind and others.
Challenges the creator's ethnic identity and accuses him of hypocrisy, framing the argument around in-group/out-group belonging.
MrKrabs-du7ss
Jan 29, 2026
Bruh living for 3 years and still can't learn the language
Bruh living for 3 years and still can't learn the language
Criticizes immigrants for not assimilating linguistically, implying they don't belong or meet integration expectations.
quanta8382
Jan 29, 2026
Bike guy 100% correct, Muslims and Africans from Africa are the problem, Indians are chill af and don’t force their religion on you
Bike guy 100% correct, Muslims and Africans from Africa are the problem, Indians are chill af and don’t force their religion on you
Stereotypes specific immigrant groups as problematic while ranking others as acceptable, framing an us-vs-them division.
nationindutch
Jan 29, 2026
As long as they are not muslims. The muslims ones can stay in India
As long as they are not muslims. The muslims ones can stay in India
Explicitly excludes Muslims from acceptable immigration while ranking other groups, framing religious identity as incompatible with Canadian belonging.
jeromyzwiers1452
Jan 29, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)