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
deport 2 import 4 .. repeat
deport 2 import 4 .. repeat
Sarcastic/ironic shorthand mocking the cycle of deportations and new arrivals, using wordplay to critique immigration policy.
CyberDroog
Dec 30, 2025
78million? Dollars. Send them on a plane and drop them off. Easy.
78million? Dollars. Send them on a plane and drop them off. Easy.
Sarcastically trivializes deportation logistics while implicitly calling for mass removal action.
KraftNONOAvailable
Dec 25, 2025
i mean these whities across america and canada are themselves settlers from europe and they are complaining about indian settlements they displaced and massacared natives🤣🤣🤣🤣🤣
i mean these whities across america and canada are themselves settlers from europe and they are complaining about indian settlements they displaced and massacared natives🤣🤣🤣🤣🤣
Uses ironic humor and historical comparison to critique Western hypocrisy about immigration and colonialism.
aryavrat22
Oct 27, 2025
Brampton? Flower Town? The smell alone is terrifying.😷
Brampton? Flower Town? The smell alone is terrifying.😷
Uses sarcasm and stereotyping about Brampton to mock immigrant communities through humor.
BC-cg2vy
Oct 11, 2025
spot the canadian!
spot the canadian!
Sarcastic/ironic comment playing on identity markers and belonging, likely mocking Canadian identity claims.
zilette
Oct 7, 2025
Candia is its new name .
Candia is its new name .
Uses wordplay renaming Canada to suggest demographic change; employs sarcasm to critique immigration patterns.
WilliamWonka7777
Oct 7, 2025
hahahaha, a.erican this is your karma, you will suffer for the next 4 yr ???
hahahaha, a.erican this is your karma, you will suffer for the next 4 yr ???
Uses sarcastic laughter and schadenfreude to mock Americans facing consequences, employing ironic commentary on political outcomes.
@onvoidtowardace8001
Mar 4, 2025
Oh, some departments knew....sure CSIS would know because it did stop a few terror attack attempts 😊
Oh, some departments knew....sure CSIS would know because it did stop a few terror attack attempts 😊
Uses sarcasm ('sure CSIS would know') and a dismissive emoji to mock the claim that departments were unaware.
Humor / Satire
0.78
samtong4961
Sep 29, 2025
India! Fraud!!! What a surprise 😂
India! Fraud!!!
What a surprise 😂
Uses sarcasm and emoji to mock India and fraud, employing ironic commentary on the issue.
fasteddy-fd3kr
Sep 29, 2025
Holy crap do the Whites ever stop complaining? Its like their whole culture.
Holy crap do the Whites ever stop complaining? Its like their whole culture.
Commenter uses sarcastic generalization about white Canadians' complaints as cultural trait, employing ironic commentary.
Shahpur-r5e
Sep 26, 2025
Liberals can fxxk up a free lunch.
Liberals can fxxk up a free lunch.
Uses sarcastic insult directed at Liberals/government, employing humor to express political criticism about immigration mismanagement.
gimenovax1
Jun 20, 2025
The world has a problem that begins with T. It's not an unsolvable problem, though. Plenty of remedies are available.
The world has a problem that begins with T. It's not an unsolvable problem, though. Plenty of remedies are available.
Uses wordplay ('problem that begins with T') and vague ironic language suggesting satirical commentary on a political figure.
Humor / Satire
0.78
@uffa00001
Mar 5, 2025
No trump supporters in the comments. They're busy fighting the measles
No trump supporters in the comments. They're busy fighting the measles
Uses sarcastic humor to mock Trump supporters by making a joke about measles, combining satire with political commentary.
@sophiec8330
Mar 5, 2025
Funny how Trudeau only used the adjective BIG when addressing Donald ???
Funny how Trudeau only used the adjective BIG when addressing Donald ???
Uses ironic observation about word choice to critique Trudeau's diplomatic approach, employing sarcasm as the primary rhetorical device.
@tweetaldana7639
Mar 5, 2025
Governor trudeau is a puss
Governor trudeau is a puss
Uses crude insult and dismissive language as sarcastic mockery of Trudeau's authority or competence.
Humor / Satire
0.78
@goalieman206
Mar 5, 2025
At this point they should just watch as the United States implodes on itself. The funny thing is just a couple weeks ago he seemed so confident that Canada was going to sign as the …
At this point they should just watch as the United States implodes on itself. The funny thing is just a couple weeks ago he seemed so confident that Canada was going to sign as the 51st.
Uses ironic commentary about US instability and mocks Trump's earlier confidence about Canada becoming the 51st state.
@AJ-vz6nd
Mar 4, 2025
It's really funny watching him try to reason with Americans as if they're civilized individuals. I guess he's doing the right thing by being tactful. But reasoning with Americans is a waste of time.
It's really funny watching him try to reason with Americans as if they're civilized individuals. I guess he's doing the right thing by being tactful. But reasoning with Americans is a waste of time.
Sarcastic commentary on Canadian diplomacy efforts, using irony to critique Americans as 'uncivilized' while praising Canadian tactfulness.
@GuitarGoose43
Mar 4, 2025
Y'all wanted MAGA their you go, you got it.....
Y'all wanted MAGA their you go, you got it.....
Sarcastic commentary using ironic tone ('their you go') to mock political outcomes and voter choices.
@alexproductions03
Mar 4, 2025
Now let’s not get beyond ourselves…. Donald Trump is NOT smart!!!!
Now let’s not get beyond ourselves…. Donald Trump is NOT smart!!!!
Employs exaggerated emphasis and repetition ('NOT smart!!!') in a sarcastic, comedic manner.
Humor / Satire
0.78
@therrelllyon196
Mar 4, 2025
Hey , MAGA ......YOUR SCREWED BTW !!!
Hey , MAGA ......YOUR SCREWED BTW !!!
Sarcastic taunt using MAGA reference and mock warning, comparing political leadership between countries with ironic tone.
@sale_ai123
Mar 4, 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)