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
I very much imagine that's how the Canadian aboriginals felt when a bunch of Europeans came and took over, lol.
I very much imagine that's how the Canadian aboriginals felt when a bunch of Europeans came and took over, lol.
Ironic comparison of current immigration concerns to historical colonization of Indigenous peoples.
theboyhasaname
Feb 12, 2026
Is there seriously giant idol statues in Brampton now? OMG who allowed that? Insanity. When I go to my neighbour’s house I get them to change the drapes and I bring my own deities to …
Is there seriously giant idol statues in Brampton now? OMG who allowed that? Insanity.
When I go to my neighbour’s house I get them to change the drapes and I bring my own deities to put throughout their home while I’m there because I’m an entitled POS. 😅
Uses sarcasm and self-deprecating humor to critique cultural integration and entitlement, with ironic emoji.
nicknauj124
Feb 11, 2026
Chill out biggots. You all got to be having a shit load of babies that grow up with all sorts of skills that can limit immigration....It's not gonna happen so immigration will continue.
Chill out biggots. You all got to be having a shit load of babies that grow up with all sorts of skills that can limit immigration....It's not gonna happen so immigration will continue.
Uses sarcasm and ironic tone ('shit load of babies') to mock anti-immigration sentiment while dismissing its feasibility.
dalaov5258
Feb 12, 2026
Canada is finally united. Here. I fixed the title for you.
Canada is finally united. Here. I fixed the title for you.
Sarcastic comment suggesting Canada is now unified, implying ironic commentary on divisive immigration debates.
RyersonHaha7
Feb 12, 2026
Guy on the bike should be on a sitcom
Guy on the bike should be on a sitcom
Joking comment about a person in the video being suitable for a sitcom, using humor to comment on video content.
Kaerikillington
Feb 11, 2026
Canadistan 😂
Canadistan 😂
Satirical portmanteau ('Canadistan') mocking Canada's immigration policies through wordplay.
arvindahuja1996
Feb 11, 2026
Next year no next month yeah this guys definitely not leaving 😭✌️
Next year no next month yeah this guys definitely not leaving 😭✌️
Sarcastic commentary suggesting someone won't actually leave Canada despite claiming they will, using ironic tone and emojis.
Humor / Satire
0.80
r3t38
Feb 11, 2026
if you want a fun game of spot the white man, check out cross iron mills on boxing day.
if you want a fun game of spot the white man, check out cross iron mills on boxing day.
Sarcastic game suggesting demographic displacement of white Canadians at a shopping mall during a holiday.
PunchedBoa
Jan 27, 2026
Bye Felicia
Bye Felicia
Dismissive colloquial phrase used sarcastically or humorously to express disagreement.
Humor / Satire
0.80
Mrgamer25man
Feb 11, 2026
2,000,000 work permits expiring sounds good!👌🏻👏🏽👋🏼✌🏾
2,000,000 work permits expiring sounds good!👌🏻👏🏽👋🏼✌🏾
Sarcastic approval of expiring work permits using celebratory emojis, implying criticism of immigration policy through irony.
truedoulos
Feb 11, 2026
9:26 feet food 🍱 lmao 🤣 these people and there false gods that doesn’t except any prayers of any kind lmao
9:26 feet food 🍱 lmao 🤣 these people and there false gods that doesn’t except any prayers of any kind lmao
Uses mocking language, misspellings, and exaggeration to satirize a particular group, combining humor with stereotyping.
christiancrow
Jan 27, 2026
The most comfortable paradise for the e-coli bacterial population
The most comfortable paradise for the e-coli bacterial population
Sarcastic comment using a health/contamination metaphor to mock immigration, blending dark humor with xenophobic framing.
Malaysyetananjing
Feb 10, 2026
He pedaled his mind away on his bicycle, everything went up in smoke, and this is the result.
He pedaled his mind away on his bicycle, everything went up in smoke, and this is the result.
Uses metaphorical and sarcastic language to mock another commenter's reasoning process.
Humor / Satire
0.80
ElhadjBarry58597
Feb 9, 2026
I'm sure there is a Canadian who can do the work of an assistant manager at an underwear store.
I'm sure there is a Canadian who can do the work of an assistant manager at an underwear store.
Sarcastic comment questioning the necessity of hiring foreign workers for low-skill positions, using irony to critique immigration policy.
InfoNympho44
Feb 11, 2026
Canada be smelling like BO everywhere! 😅
Canada be smelling like BO everywhere! 😅
Joking criticism of Canada using crude humor and emoji, satirizing the country's conditions.
Humor / Satire
0.80
Michelle.A79
Feb 9, 2026
The Indians are going to take over the entire world except India. Hi my dear fellow Indians, How many of you have pooped on the beach today ?
The Indians are going to take over the entire world except India.
Hi my dear fellow Indians, How many of you have pooped on the beach today ?
Uses sarcastic/ironic commentary with ethnic stereotyping to mock Indian immigration patterns and cultural practices.
kaveendayananda8063
Feb 9, 2026
The huge monkey God is definately a win for canada 😅
The huge monkey God is definately a win for canada 😅
Uses emoji and casual tone to make a joking reference to Hindu religious imagery as cultural commentary.
Humor / Satire
0.80
MotoG22-dd5rh
Feb 9, 2026
Could you please go to Antarctica and see what's going on there?
Could you please go to Antarctica and see what's going on there?
Absurdist request to investigate Antarctica presented as sarcastic commentary on the video's scope or the creator's work.
Flydenker
Feb 8, 2026
quality imports eh?
quality imports eh?
Uses sarcastic rhetorical question with Canadian colloquialism to mock immigrants or immigration policy.
thebighairy772
Jan 27, 2026
Come visit Surrey B.C 😂
Come visit Surrey B.C 😂
A sarcastic invitation to visit Surrey B.C., using the laughing emoji to signal ironic commentary (likely about immigration demographics in that area).
Humor / Satire
0.80
PerplexedCDN
Feb 8, 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)