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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Humor / Satire
4,434 comments
A drug addict says at 2:14 says a great country in the world 😂
A drug addict says at 2:14 says a great country in the world 😂
Uses sarcasm and mockery (laughing emoji) to comment on a video subject's statement, employing ironic commentary.
Xryujfdjd
Sep 27, 2025
They are "students"
They are "students"
Uses sarcastic quotation marks around 'students' to imply skepticism about their actual status, employing ironic commentary.
Humor / Satire
0.80
antantantantantantantant
Sep 29, 2025
Oh wait, doctors and engineers and lawyers! The entitlement in these people😂
Oh wait, doctors and engineers and lawyers! The entitlement in these people😂
Uses sarcasm and emoji to mock the stereotype of immigrants claiming professional credentials, employing ironic commentary.
BlessedSonIAm
Sep 28, 2025
a pakistani talking about india😅😂
a pakistani talking about india😅😂
Uses emojis and ironic tone to mock the contradiction of a Pakistani person criticizing India.
_nikhil_007
Sep 26, 2025
Whites making up fictional stories about immigrants to cope with the fact that they have been here for generations and still broke lmao.
Whites making up fictional stories about immigrants to cope with the fact that they have been here for generations and still broke lmao.
Sarcastic commentary dismissing anti-immigrant narratives as coping mechanisms, with racial identity framing.
MrAsianKid
Sep 21, 2025
just rename to country to scamada already
just rename to country to scamada already
Sarcastic wordplay ('scamada') mocking Canada's immigration policies through ironic renaming.
rsvp9816
Sep 21, 2025
Brampastan.
Brampastan.
Derisive portmanteau ('Brampastan') mocking the city's South Asian demographic composition through sarcastic renaming.
standing0
Sep 27, 2025
Canada about to be the big India.🤣
Canada about to be the big India.🤣
Uses sarcastic emoji-accompanied comment implying demographic replacement/takeover as dark humor.
ryan4053
Sep 23, 2025
UK colonized India, India is now colonizing Canada (Former British Colony), it’s the consequences of their own actions 😂
UK colonized India, India is now colonizing Canada (Former British Colony), it’s the consequences of their own actions 😂
Makes a satirical historical comparison between British colonization of India and Indian immigration to Canada, using emoji to signal ironic tone.
camanbrar
Sep 20, 2025
Little Canada in Little India! What a paradox!
Little Canada in Little India! What a paradox!
Uses ironic wordplay ('Little Canada in Little India') to humorously highlight the paradox of neighborhood naming and cultural identity.
Humor / Satire
0.80
yangmeng7820
Sep 22, 2025
Trust the polish immigrant to be racist towards other immigrants 😂
Trust the polish immigrant to be racist towards other immigrants 😂
Uses ironic humor to comment on an immigrant being racist toward other immigrants, with emoji indicating satirical tone.
DarrenWessels-ck1wr
Sep 20, 2025
I am afraid that Canadian people can’t make BBQ and eat beef 🥩 steak any more due to the new constitution that glorifies the the god 🐄 😂
I am afraid that Canadian people can’t make BBQ and eat beef 🥩 steak any more due to the new constitution that glorifies the the god 🐄 😂
Uses exaggerated sarcasm and emojis to mock fears about cultural restrictions, presenting alarmist concerns in joking format.
ibrahimali6030
Sep 20, 2025
welcome to Canada ...hehehe just saying .. the land of the stupids ...
welcome to Canada ...hehehe just saying .. the land of the stupids ...
Uses sarcasm and ironic tone ('hehehe') to mock Canada's immigration policies and national character.
kerder8660
Sep 19, 2025
When europian comes, it's not immigrant when non europian comes they are immigrants 😂
When europian comes, it's not immigrant when non europian comes they are immigrants 😂
Uses sarcasm and ironic commentary (with emoji) to critique differential treatment of European versus non-European immigrants.
TheBhumbak
Sep 19, 2025
0:05 let me guess .. Brampton, ON. 😊😊
0:05 let me guess .. Brampton, ON. 😊😊
Makes a predictive joke about Brampton being the location referenced, using emoji to signal ironic commentary.
Humor / Satire
0.80
kaffir76
Sep 19, 2025
I think you yt people there should just enjoy the curry and stop complaining.
I think you yt people there should just enjoy the curry and stop complaining.
Sarcastic dismissal using ethnic stereotypes and ironic tone to mock complaints from white Canadians.
PatrickFDolan
Sep 19, 2025
Oh shit, the crapper is in the river
Oh shit, the crapper is in the river
Crude joke or sarcastic exclamation unrelated to substantive immigration discourse.
Humor / Satire
0.80
JS-jh4cy
Sep 19, 2025
The status outside the Toronto airport is so weird, all passengers feel they landed in India 😂😂😂
The status outside the Toronto airport is so weird, all passengers feel they landed in India 😂😂😂
Uses joking tone and emoji to make a satirical observation about the ethnic composition of Toronto airport passengers.
sui-yu-er-an
Sep 13, 2025
Britain...hold my beer 🍺
Britain...hold my beer 🍺
Uses a meme-format joke comparing Canada's immigration to Britain's, employing sarcasm and comparative framing for comedic effect.
markcornwell9158
Sep 19, 2025
‘Pay no taxes’ lol, Brampton wouldn’t exist if Indian people paid no taxes.
‘Pay no taxes’ lol, Brampton wouldn’t exist if Indian people paid no taxes.
Uses sarcasm to refute an unverified claim about tax avoidance by pointing to economic evidence.
missBixirin
Sep 19, 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)