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
Humor / Satire
4,434 comments
There is one diploma mill in Brampton called Stanford University 😂😂😂
There is one diploma mill in Brampton called Stanford University 😂😂😂
Joking reference to a fake university in Brampton, using humor to critique credential fraud in immigration/education.
mr.watts69
Jan 28, 2026
Justin Trudeau's khalistani vote bank 😂
Justin Trudeau's khalistani vote bank 😂
Uses sarcasm and emoji to mock the Prime Minister with a conspiracy-adjacent claim about political motivations, presented as satire.
-Element.
Jan 27, 2026
All your streets are belong to our shit, saar.
All your streets are belong to our shit, saar.
Uses meme-format language and stereotypical accent mockery to satirize immigrant presence, combining humor with offensive stereotyping.
MilquetoastQT
Jan 27, 2026
Canada, UK, Australia, NZ & Singapore will add a new holiday date to its calendar "cow dung festival"
Canada, UK, Australia, NZ & Singapore will add a new holiday date to its calendar "cow dung festival"
Satirical/mocking comment using cultural stereotypes as a form of sarcastic commentary on immigration.
kevininginselalugajian1127
Jan 27, 2026
😅😆😁😄😃😀🤣 0:12 "Indians are generally a dirty People"..."they don't seem to be eating poo"
😅😆😁😄😃😀🤣
0:12
"Indians are generally a dirty People"..."they don't seem to be eating poo"
Uses emojis and quotes what appears to be offensive/fabricated statements in a mocking tone, likely satirizing xenophobic rhetoric.
jaiyabyrd4177
Jan 27, 2026
It's as if Canada is filling up with Indians so America won't want to take them over
It's as if Canada is filling up with Indians so America won't want to take them over
Uses sarcastic conspiracy-like framing about Canada's immigration policy as a humorous jab.
joker090100
Jan 27, 2026
Don't worry, guys. The great replacement isn't real. Wikipedia told me so.
Don't worry, guys. The great replacement isn't real. Wikipedia told me so.
Uses sarcasm to mock the 'great replacement' conspiracy theory, ironically citing Wikipedia as a source in a dismissive tone.
Notenjoying
Jan 27, 2026
“I came here as a Student”😂 Yeah we don’t doubt that, buddy!
“I came here as a Student”😂
Yeah we don’t doubt that, buddy!
Uses sarcasm and skepticism to mock an immigrant's stated reason for coming to Canada, implying deception through ironic tone.
Athithan_2000
Jan 27, 2026
United State of poopjeet ✅😂😂
United State of poopjeet ✅😂😂
Uses a derogatory slur and meme format as satirical commentary on Indian immigration, combining offensive humor with a false claim.
My_name_is_khan_009
Jan 27, 2026
Welcome to new India 😂😂😂
Welcome to new India 😂😂😂
Uses sarcastic emoji and a joke comparing Canada to India, satirizing demographic change through ironic commentary.
sherlock0896
Oct 20, 2025
Haha one guy said i used to work they dont work then said they work for cash
Haha one guy said i used to work they dont work then said they work for cash
Mocking commentary pointing out a logical contradiction in another commenter's argument using sarcasm.
Humor / Satire
0.80
jass1794
Oct 11, 2025
Wow such nice and warm people (sarcasm for those that can't pick it up).....If they don't like India why don't they make India better....
Wow such nice and warm people (sarcasm for those that can't pick it up).....If they don't like India why don't they make India better....
Uses sarcasm and irony to critique immigrants, with underlying moral argument about improving one's home country.
notdoxxable6333
Oct 15, 2025
We didnt see any garbage though. More like envy that immigrant is beating you at the game 😂😂😂😂
We didnt see any garbage though. More like envy that immigrant is beating you at the game 😂😂😂😂
Uses sarcasm and emojis to mock negative stereotypes about immigrants, reframing 'garbage' as envy and employing humorous tone.
Soul2Full
Oct 9, 2025
Lol whiteys are mad cuz the new generation of brown people are not gonna tolerate racism like their ancestors did.
Lol whiteys are mad cuz the new generation of brown people are not gonna tolerate racism like their ancestors did.
Sarcastic commentary using humor to address racial dynamics and generational differences in tolerance for racism.
HumbleBanker24
Oct 23, 2025
They r open minded😅😅😅😅😅😅
They r open minded😅😅😅😅😅😅
Sarcastic comment with laughing emojis, likely mocking the notion that Canada/Canadians are open-minded given the immigration discourse.
Humor / Satire
0.80
alonsolaw8380
Oct 14, 2025
Cue all the Brampton jokes. 😊
Cue all the Brampton jokes. 😊
Anticipates stereotypical jokes about Brampton in a self-aware, ironic manner.
horatiohuffnagel7978
Oct 10, 2025
Now, we officially declare: the prime minister of Canada - Narendra Modi. I think it's a good idea for Indian people to run Canada instead of European descendents because Indians are not as aggressive as …
Now, we officially declare: the prime minister of Canada - Narendra Modi. I think it's a good idea for Indian people to run Canada instead of European descendents because Indians are not as aggressive as Europeans.
Uses ironic/sarcastic framing (declaring Modi as PM) to critique immigration patterns and make comparative ethnic claims about aggression.
HalZane-w1p
Oct 11, 2025
Remember, our politicians are importing people en masse out of the goodness of their hearts 🥰
Remember, our politicians are importing people en masse out of the goodness of their hearts 🥰
Uses sarcasm and emoji to mock government immigration policy motivations, implying cynical economic or political motives.
MacDarble
Oct 5, 2025
So they know nothing. Great job ! lol
So they know nothing. Great job ! lol
Uses sarcasm ('Great job ! lol') to mock government officials' lack of knowledge.
lornereid2078
Sep 30, 2025
4 cans of worms lol
4 cans of worms lol
Uses sarcastic metaphor ('4 cans of worms') to mock the complexity or consequences of immigration policy discussion.
Humor / Satire
0.80
spacebarwasd9782
Sep 30, 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)