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
YEET THE JEETS!!! EVERY LAST ONE !!!
YEET THE JEETS!!!
EVERY LAST ONE !!!
Dehumanizing slur targeting a specific ethnic group with a call for removal.
JayTheFrenchieBreeder
Jan 27, 2026
You want to fight for annexation, then go do it in the country you claim RETARDED PAKIS
You want to fight for annexation, then go do it in the country you claim RETARDED PAKIS
Hostile us-vs-them framing with ethnic slur, asserting national belonging and exclusion.
Identity Assertion
0.90
deepdive5riku
Jan 27, 2026
Pajeets need go back to pajeetland
Pajeets need go back to pajeetland
Uses a derogatory slur and exclusionary framing to assert ethnic/national boundaries and demand removal of a specific group.
fib4923
Jan 27, 2026
As an American, I stand with America !!! What's wrong with you people ??
As an American, I stand with America !!! What's wrong with you people ??
Clear us-vs-them framing asserting American identity and allegiance against perceived Canadian opposition.
Identity Assertion
0.90
@robertturner1809
Mar 4, 2025
Not a single Indian in Canada should be running as a politician the place would go to hell.
Not a single Indian in Canada should be running as a politician the place would go to hell.
Makes an exclusionary claim based on ethnic/national identity, asserting that a specific group should be barred from political participation.
Th-lg9qn
Sep 29, 2025
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
Real Canadians don’t like Brampton send them all back home
Real Canadians don’t like Brampton send them all back home
Asserts exclusive national identity ('Real Canadians') and uses xenophobic framing to exclude immigrants from Brampton.
gweedo902
Jan 28, 2026
America first
America first
Brief nationalist assertion prioritizing America, expressing identity-based political positioning without elaboration.
Identity Assertion
0.90
@יוסיפישער
Mar 4, 2025
He is not a canadian...never was
He is not a canadian...never was
Denies someone's Canadian identity/belonging, a direct us-vs-them identity claim.
Identity Assertion
0.90
@bryno07
Mar 4, 2025
Why they don't wear attires like Canadians and adapt they way of life They are destructing society with their regressive views
Why they don't wear attires like Canadians and adapt they way of life
They are destructing society with their regressive views
Demands cultural assimilation and frames immigrants' retention of traditional practices as destructive, asserting Canadian cultural superiority and incompatibility.
anylizingmind
Oct 26, 2025
These Indians need to go back to their own country
These Indians need to go back to their own country
Exclusionary statement asserting national belonging and framing Indians as outsiders who should leave.
Confused_viewer
Jan 27, 2026
I would still prefer Indians practicing Hinduism, than those people from Islamic countries..
I would still prefer Indians practicing Hinduism, than those people from Islamic countries..
Expresses preference for certain religious/ethnic groups over others, establishing hierarchical us-vs-them framing.
Identity Assertion
0.90
bertr6741
Oct 26, 2025
thank you for putting light on this...........WE WANT OUR COUNTRY BACK
thank you for putting light on this...........WE WANT OUR COUNTRY BACK
Asserts national ownership ('our country') and implies reclamation, with implicit call to action against immigration.
curefied
Jan 27, 2026
The most vile 4-letter word in the dictionary? Multiculturalism.
The most vile 4-letter word in the dictionary? Multiculturalism.
Brief statement rejecting multiculturalism as fundamentally negative, expressing identity-based opposition to cultural pluralism.
Identity Assertion
0.90
gregb4421
Sep 10, 2025
Canada Gonna smell like 💩 now 🇮🇳🤮
Canada Gonna smell like 💩 now 🇮🇳🤮
Uses dehumanizing language and emoji to express ethnic/cultural hostility toward Indian immigrants as a demographic threat.
lalosanchez506
Jan 27, 2026
Justin Castro is a disgrace
Justin Castro is a disgrace
Personal attack on political leader using derogatory nickname ('Castro'), expressing rejection of leadership.
Identity Assertion
0.90
@carlosdanger6129
Mar 4, 2025
I'm proud of my prime minister ??
I'm proud of my prime minister ??
Direct assertion of pride in Canadian national leadership and identity.
Identity Assertion
0.90
@philippebrunet2109
Mar 4, 2025
Go back to your country India
Go back to your country India
Xenophobic statement asserting non-belonging and demanding deportation based on perceived ethnic/national origin.
FakeAccount-vw9gi
Feb 24, 2026
Whether highborn caste poop eating street shitters or not, we must get all jeets out!
Whether highborn caste poop eating street shitters or not, we must get all jeets out!
Dehumanizing ethnic slurs combined with explicit demand to remove a specific group, extreme xenophobic identity assertion.
magnanimousq
Jan 27, 2026
BORN IN CANADA RAISED IN INDIA
BORN IN CANADA RAISED IN INDIA
Direct statement about dual national/cultural identity with emphasis on birthplace versus upbringing.
Identity Assertion
0.90
rusty9350
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)