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
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
“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
Maybe it's Canada's long game plan to save water and by that, save the planet. More indians = less showers = less water usage = planet.. saved?
Maybe it's Canada's long game plan to save water and by that, save the planet.
More indians = less showers = less water usage = planet.. saved?
Sarcastic joke using a false stereotype about shower habits to mock immigration concerns.
ImARealHumanPerson
Jan 27, 2026
Lol. "Im as racist as the next guy" Bro confused Africa with India.
Lol. "Im as racist as the next guy" Bro confused Africa with India.
Mocking criticism of someone's racist statement that confused geographic regions, using ironic humor.
TitanicSwimTeam07
Jan 27, 2026
Seeing decedents of immigrants disapproving the arrival of other immigrants is hilarious. Somebody needs to remind these people that they're descendants of immigrants themselves- why else do they think the Canadians speak French, have European …
Seeing decedents of immigrants disapproving the arrival of other immigrants is hilarious.
Somebody needs to remind these people that they're descendants of immigrants themselves- why else do they think the Canadians speak French, have European names and are Caucasian?
Uses ironic humor and sarcasm to critique descendants of immigrants opposing new immigration, pointing out historical hypocrisy.
smoceskreen
Nov 21, 2025
You know why immigrants apply for PR ? no not to stay in canada.. No not to work in canada.. No not for free health care It is to have higher education at affordable rates.....😂
You know why immigrants apply for PR ?
no not to stay in canada..
No not to work in canada..
No not for free health care
It is to have higher education at affordable rates.....😂
Uses sarcastic rhetorical structure to critique immigrant motivations, implying the real reason for PR applications is economic advantage rather than stated reasons.
minetdbrogs9386
Nov 21, 2025
Canada should be rename New India 😂
Canada should be rename New India 😂
Uses sarcastic joke with emoji to comment on demographic change and Indian immigration, framing it as humorous critique.
TheMonkeyondrugs
Nov 13, 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
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
HAHA WHITES YOU GET WHAT YOU SOW NOW FEEL IT .... KARMA HITS BACK😂 TASTE OF YOUR OWN MEDICINE
HAHA WHITES YOU GET WHAT YOU SOW NOW FEEL IT .... KARMA HITS BACK😂
TASTE OF YOUR OWN MEDICINE
Uses sarcasm and ironic commentary ('KARMA HITS BACK') to mock historical injustices, employing humor to make a moral point about retribution.
basicallyhumanoid
Oct 7, 2025
Canindia or Indianada? Choose the new name.
Canindia or Indianada? Choose the new name.
Sarcastic portmanteau suggesting Canada is becoming Indian, using wordplay to express demographic anxiety.
LudoughVico
Oct 4, 2025
Leave canada come back as a miggrant make 6 gs😢
Leave canada come back as a miggrant make 6 gs😢
Uses sarcastic irony to critique immigration policy by suggesting immigrants receive better financial treatment than Canadian citizens.
IEluca
Aug 30, 2025
Thank God Take birth control if there are too many in poor countries. Dump it there by air! regularily😂😂😂😂😂😂
Thank God Take birth control if there are too many in poor countries. Dump it there by air! regularily😂😂😂😂😂😂
Uses sarcasm and emojis to mock population concerns, though the underlying sentiment expresses demographic anxiety.
DedraKeller-f9x
Apr 13, 2025
Donald is nt a smart man. You are though to stroke his ego whilst subtly insulting him ?
Donald is nt a smart man. You are though to stroke his ego whilst subtly insulting him ?
Uses ironic humor to critique Trump's intelligence while praising the speaker's diplomatic subtlety.
@Superterminal
Mar 5, 2025
not mims used in politics lol im with canada but that was hilarious (gotta find humor where we can)
not mims used in politics lol im with canada but that was hilarious (gotta find humor where we can)
Uses humor and irony ('mims used in politics') while expressing support for Canada, finding levity in a serious situation.
@ssua3035
Mar 5, 2025
Trump single handedly saved Trudeau’s career
Trump single handedly saved Trudeau’s career
Ironic or sarcastic claim that Trump inadvertently benefited Trudeau politically.
Humor / Satire
0.80
@Franzlio
Mar 5, 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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