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
People from other parts of Canada??? 😂 😂 😂 you’re Funny.
People from other parts of Canada??? 😂 😂 😂 you’re Funny.
The comment uses laughing emojis and sarcasm to mock the idea of immigration from other Canadian provinces, treating it as absurd humor.
Humor / Satire
0.85
reneprevost2943
Sep 20, 2025
They love their country so much but all don't want to live there :D
They love their country so much but all don't want to live there :D
Uses ironic sarcasm ('They love their country so much but all don't want to live there') with a smiley to mock immigrant motivations.
ShadowRap-y5l
Sep 19, 2025
canadian here, its not tim hortons anymore, its singh hortons now everytime you buy coffee there you take a shit. 😂
canadian here, its not tim hortons anymore, its singh hortons now everytime you buy coffee there you take a shit. 😂
Ethnic joke using wordplay ('Singh hortons') and crude humor to mock a particular group, presented as satire.
9juwn
Jan 27, 2026
Someone tell that woman that it needs to be flushed. Canadian bacon is a gimmick.
Someone tell that woman that it needs to be flushed. Canadian bacon is a gimmick.
Uses crude humor and sarcasm to mock Canadian culture/products, dismissing Canadian bacon as a gimmick.
Humor / Satire
0.85
@timking8281
Mar 4, 2025
Imagine screwing up so badly that Canada —CANADA — has to sit you down like an irresponsible child and explain basic economics. \n\nNext, Trudeau will be offering a coloring book to illustrate 'Actions Have Consequences' …
Imagine screwing up so badly that Canada —CANADA — has to sit you down like an irresponsible child and explain basic economics. \n\nNext, Trudeau will be offering a coloring book to illustrate 'Actions Have Consequences' while the U.S. government wonders why their groceries now cost as much as a used car. ????
Uses sarcasm and ironic commentary to mock U.S. economic policy and leadership through exaggerated comparisons.
@Johnniebhoy83
Mar 4, 2025
How long before Indians start opening grocery store in their garage 😅
How long before Indians start opening grocery store in their garage 😅
Uses sarcastic humor about Indian immigrants' business practices, with a stereotyping undertone.
ritzwik
Sep 19, 2025
“They walk around naked..” Polish dude 9:00. The irony.
“They walk around naked..” Polish dude 9:00. The irony.
Uses ironic commentary about a Polish person's behavior to critique hypocrisy, employing sarcasm rather than direct argument.
Humor / Satire
0.85
Beans4UNow
Sep 19, 2025
Make that make sence took me TF OUT
Make that make sence took me TF OUT
Expresses amusement at something absurd or illogical using casual, joking language.
Humor / Satire
0.85
@Samaraontheplat
Mar 4, 2025
Lol are talking to nursery student that telling a poem
Lol are talking to nursery student that telling a poem
Uses joking, sarcastic language ('nursery student,' 'telling a poem') to mock someone's speech or communication style.
Humor / Satire
0.85
@erahhernandez1521
Mar 4, 2025
Healthcare is 100 percent free in Canada. What's that old man talking aboot?
Healthcare is 100 percent free in Canada. What's that old man talking aboot?
Uses sarcasm and the stereotypical 'aboot' accent to mock someone's claim about healthcare, combining humor with implicit policy disagreement.
PatrickFDolan
Sep 19, 2025
@08:40 he says they don't work , next second he says they work in Uber 😂
@08:40 he says they don't work , next second he says they work in Uber 😂
Points out logical contradiction in video (claims immigrants don't work, then shows them working Uber) using sarcasm and emoji.
Humor / Satire
0.85
zzzaaalll
Sep 19, 2025
8:09 it aint a beautiful place it's a disgusting stinky place🤣🤣
8:09 it aint a beautiful place it's a disgusting stinky place🤣🤣
Dismissive joke about a location using exaggeration and emojis for comedic effect.
Humor / Satire
0.85
Lak-x9w
Jan 27, 2026
Bro you breaked the smuggler code
Bro you breaked the smuggler code
Uses joking reference to an unspoken 'smuggler code' to sarcastically critique the video's content or commentary style.
Humor / Satire
0.85
Ajayhanse123q7h
Feb 27, 2026
Donald ? Dumb ?
Donald ? Dumb ?
Brief insulting comment using emoji and wordplay ('Dumb') as satirical criticism of Trump.
Humor / Satire
0.85
@ghanighuman8940
Mar 4, 2025
LMAOO that one white guy saying they pay no taxes is hilarious how delusional can you be? its not their fault white youths are too busy snorting coke and doing fenty like the homeless ones …
LMAOO that one white guy saying they pay no taxes is hilarious how delusional can you be? its not their fault white youths are too busy snorting coke and doing fenty like the homeless ones in this video
Uses sarcasm and humor to mock claims about immigrant tax contributions while making a comparative jab at white youth behavior.
Humor / Satire
0.85
realistofthereal1969
Sep 19, 2025
Donald ?? + Ruto ?? =hurricane
Donald ?? + Ruto ?? =hurricane
Cryptic comparison using metaphor and abbreviations to satirically comment on political figures and their impact.
Humor / Satire
0.85
@jacklineriu
Mar 4, 2025
The hands holding the filter need glasses.
The hands holding the filter need glasses.
A brief, sarcastic joke about the video content rather than substantive commentary on immigration.
Humor / Satire
0.85
emptyhad
Sep 19, 2025
Not Canada, call it CanIndia 😂😂
Not Canada, call it CanIndia 😂😂
Uses sarcastic humor to comment on demographic change by renaming Canada as 'CanIndia,' implying cultural displacement.
aburaselshontu
Sep 19, 2025
White people: "Stop being a victim". Also White People: Crying everyday about indians
White people: "Stop being a victim".
Also White People: Crying everyday about indians
Uses ironic contrast and sarcasm to critique perceived hypocrisy in how different groups are treated.
theirreverentone27
Sep 19, 2025
*Replacement theory is fake!* 😂😂😂
*Replacement theory is fake!* 😂😂😂
Uses sarcasm and laughing emojis to mock the concept of replacement theory, employing ironic commentary.
Humor / Satire
0.85
ProduccionesMisael
Jan 27, 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)