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
No this is Canada not India , please understand the difference?
No this is Canada not India , please understand the difference?
Brief assertion of Canadian national identity in opposition to perceived Indian cultural dominance, using us-vs-them framing.
Identity Assertion
0.88
Hello-k8e5w
Jan 28, 2026
People need to accept the truth. Canada was doing well until it stopped being European only. Europeans of all cultures built successful, clean stable advanced nations. We then let in the rest and the country …
People need to accept the truth. Canada was doing well until it stopped being European only. Europeans of all cultures built successful, clean stable advanced nations. We then let in the rest and the country fell apart.
Asserts European superiority and uses us-vs-them framing while making unverified causal claims about immigration causing national decline.
erre-p6o
Oct 8, 2025
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
the crazy part is you think = "there is good white people", have you forgot whom you took the land from - canada was not yours white people, they for the real original tribals before …
the crazy part is you think = "there is good white people", have you forgot whom you took the land from - canada was not yours white people, they for the real original tribals before you KILLED them all. RACIST
Makes sweeping claims about white people's lack of legitimacy in Canada based on historical dispossession, framed as identity-based moral judgment.
channelrex5238
Feb 13, 2026
Bike guy ..shit' racist..😢
Bike guy ..shit' racist..😢
Direct accusation of racism against an individual, framed as identity-based criticism with emotional distress.
waheedidrees
Feb 26, 2026
Dumbass in brampton drive like its new delhi. I saw that Canada doesn't look like Canada or the Native tribal land either.
Dumbass in brampton drive like its new delhi. I saw that Canada doesn't look like Canada or the Native tribal land either.
Ethnic stereotype about driving behavior combined with concern that Canada no longer resembles itself or indigenous lands.
hardikpatelqa
Feb 26, 2026
Canada last. America first
Canada last. America first
Direct us-vs-them framing prioritizing America over Canada, asserting national identity and allegiance hierarchy.
Identity Assertion
0.88
@WesleyAllison-hz6qb
Mar 4, 2025
Much better Hindus than Muslims.
Much better Hindus than Muslims.
Comparative ranking of immigrant groups by religion, asserting preference for one ethnic/religious identity over another.
Identity Assertion
0.88
greenblue6935
Jan 27, 2026
I want to be Canadian
I want to be Canadian
Expression of desire to adopt Canadian identity, implying approval of Canada's values or position.
@d.t.94
Mar 4, 2025
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
I live in a small town in Ontario. And our Tim Hortons is all Indians. They’re slow both physically and mentally and can’t seem to manage the simplest of tasks
I live in a small town in Ontario. And our Tim Hortons is all Indians. They’re slow both physically and mentally and can’t seem to manage the simplest of tasks
Comment presents a personal anecdote but primarily uses it to make derogatory generalizations about a specific ethnic group.
delta.alpha.novmbr
Jan 27, 2026
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way …
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way around.
Direct assertion of national belonging and culture under threat, with explicit call for immigrants to assimilate or leave.
naomibeery8098
Aug 28, 2025
As an indian born in canada with immigrant parents who came here in the early 70s. Get them out of here.
As an indian born in canada with immigrant parents who came here in the early 70s. Get them out of here.
Establishes immigrant identity credentials before making an exclusionary statement against other immigrants, asserting in-group/out-group distinction.
smoke_sho
Jan 27, 2026
Well white people don't belong in Canada anyway. You belong in Europe so why target only Indians for coming to Canada?
Well white people don't belong in Canada anyway. You belong in Europe so why target only Indians for coming to Canada?
Uses counter-identity framing to challenge selective criticism of Indian immigration by questioning white European belonging in Canada.
Maitly1
Jan 28, 2026
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
As a born and raised Canadian I’m sick and tired of them! Get out of Canada! Stop trying to change Canadians culture! Also thank you for documenting this!
As a born and raised Canadian
I’m sick and tired of them! Get out of Canada! Stop trying to change Canadians culture!
Also thank you for documenting this!
Asserts Canadian identity and frames immigrants as threats to cultural preservation, with explicit rejection language.
Val-Kin-Nex
Jan 28, 2026
Governor Trudeau you are a loser and coward
Governor Trudeau you are a loser and coward
Personal attack on Trudeau using dehumanizing language ('loser', 'coward') to assert opposition identity and delegitimize leadership.
Identity Assertion
0.88
@darshanselghare6435
Mar 4, 2025
Up here in Sault Ste Marie Ontario it's gotten out of hand it's absolutely a joke that our government puts these people above us Canadians..so happy to see Tyler expose BRAMPTON.
Up here in Sault Ste Marie Ontario it's gotten out of hand it's absolutely a joke that our government puts these people above us Canadians..so happy to see Tyler expose BRAMPTON.
Claims government prioritizes immigrants over 'us Canadians,' framing immigration as a threat to national belonging.
tricky1024
Jan 28, 2026
I’m an American and I stand with America pay up Canada!!!
I’m an American and I stand with America pay up Canada!!!
Asserts American identity and loyalty, positioning self against Canada in us-vs-them framing.
Identity Assertion
0.88
@alexnuno9844
Mar 4, 2025
letting in indians ruined Canada
letting in indians ruined Canada
Makes an ethnic/national identity-based assertion blaming a specific immigrant group for national decline without evidence.
StinkyIndianStudent
Jun 17, 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)