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
Comparative
2,420 comments
No one in Canada listened to Trump state of the union speech 🙄.
No one in Canada listened to Trump state of the union speech 🙄.
References US political context (Trump) in comparison to Canadian attention/response, comparing national political engagement.
Comparative
0.70
crazyhandshands9028
Feb 26, 2026
And another war the U.s is going to lose.
And another war the U.s is going to lose.
Comment compares U.S. military capability to another nation (implied loss), framing it as a comparative geopolitical assessment with underlying threat concern.
@felixreyes8560
Mar 4, 2025
have we seen it this bad before? ah 1812? York Canada burned, and the white house USA burned.
have we seen it this bad before? ah 1812? York Canada burned, and the white house USA burned.
The comment compares current tensions to the War of 1812, invoking historical precedent while expressing concern about escalation.
@winchcable2282
Mar 4, 2025
Punjab is also in pakistan why don't they say we want pakistani punjab reason as a khalistan.... 😅😅😅 This is called politic,
Punjab is also in pakistan why don't they say we want pakistani punjab reason as a khalistan.... 😅😅😅
This is called politic,
Compares Punjab's geographic/political status across borders while making a political argument about selective advocacy.
MangaRecap-t4m
Jan 29, 2026
BC is way worse
BC is way worse
Compares Canadian provinces, suggesting one region is worse than another in context of immigration discussion.
Comparative
0.70
imnotsure8250
Jan 29, 2026
America is not the greatest country
America is not the greatest country
Makes a comparative ranking statement about America relative to other nations, though context is unclear.
Comparative
0.70
kieranpog7693
Jan 29, 2026
indians in Canada are like Bangladeshi in india
indians in Canada are like Bangladeshi in india
Draws a comparative analogy between Indian immigrants in Canada and Bangladeshi people in India.
Comparative
0.70
mrreal3853
Jan 29, 2026
compared to the gods chosen people, indians are way more chill and trying to mind their own business. they arent being malicious and theyre straightforward
compared to the gods chosen people, indians are way more chill and trying to mind their own business. they arent being malicious and theyre straightforward
Compares immigrant groups' behavior and attitudes, ranking them relative to each other.
B0Sajwah
Feb 28, 2026
So this time its not a pandemic its an economical meltdown...USA short lived broke arse empire falling?
So this time its not a pandemic its an economical meltdown...USA short lived broke arse empire falling?
Compares USA and Canada economic situations while making an unsubstantiated claim about US empire decline.
@cheforyourpartyprivatehire9765
Mar 4, 2025
The Camp of the Saints
The Camp of the Saints
Reference to 'The Camp of the Saints' (a novel comparing France to immigration invasion) invokes comparative framing between nations and demographic scenarios.
Comparative
0.70
tracheotome
Oct 2, 2025
Here in Australia there’s a legal term/action known as “eternal and legal power of guardianship.” Maybe there’s an American version for Chump!!
Here in Australia there’s a legal term/action known as “eternal and legal power of guardianship.” Maybe there’s an American version for Chump!!
References Australian legal concepts as comparison to American situation, with sarcastic tone toward a political figure.
@PominPerth
Mar 4, 2025
America has nothing I need
America has nothing I need
Commenter is comparing Canada unfavorably to America, suggesting America lacks appeal relative to other options.
Comparative
0.70
cassdowdy
Jan 29, 2026
Bro! No One wants to go to US from Canada. uS has literally become scene out of Handmaid’s Tale
Bro! No One wants to go to US from Canada. uS has literally become scene out of Handmaid’s Tale
Compares US unfavorably to Canada using hyperbolic reference to The Handmaid's Tale, suggesting sarcasm about immigration preferences.
JeebaWeeza-p3c
Jan 28, 2026
I can totally see Canada as a part of the EU. Love, from Poland.
I can totally see Canada as a part of the EU. Love, from Poland.
Compares Canada to the EU and references Poland, proposing alternative geopolitical alignments with a lighthearted tone.
@pan_salceson
Mar 4, 2025
Indians hate Canada; it's cold there. And Mexicans won't let them into the US.
Indians hate Canada; it's cold there. And Mexicans won't let them into the US.
Makes comparative observations about immigrant groups and their preferences regarding climate and geography, with a satirical tone.
sashadurov1229
Feb 21, 2026
Trump is friend only to himself. Beyond that, I'm wondering if he is a Russian asset. What did he and Putin talk about in Helsinki in 2018, when no one else was allowed inside the …
Trump is friend only to himself. Beyond that, I'm wondering if he is a Russian asset. What did he and Putin talk about in Helsinki in 2018, when no one else was allowed inside the room, very much against protocol? There are simply too many odd Trump-Russia incidents to ignore this, starting with Paul Manafort passing Trump campaign intel to Konstantin Kilimnik. I think there is cause for investigation. And frankly, spying on Trump should they find anything that warrants it. Canada rocks. I ordered a new Canada t-shirt and I'm going to wear it in public. Trump sucks golf balls. Thinking about getting a Gulf of Mexico shirt too. Trump is making Trudeau into a hero all of a sudden. LOL, way to go dumb orange president.
Compares Trump and Trudeau, expresses support for Canada, uses sarcasm and humor throughout.
@hootowl6354
Mar 4, 2025
lol Canadians are more racie than even Americans🙂
lol Canadians are more racie than even Americans🙂
Compares Canadian racism levels to American racism, using comparative framing with a dismissive tone.
CONTENT_FERTILIZER
Jan 27, 2026
America = rogue nation.
America = rogue nation.
Brief comparative statement ranking America negatively as a 'rogue nation' relative to other nations.
@DrOfNothing
Mar 4, 2025
This is what a president looks like. Coherent, intelligent, mindful, and strong. Sucks that we’re going to suffer from these tariffs, but it’s Trump’s fault 100%
This is what a president looks like. Coherent, intelligent, mindful, and strong. Sucks that we’re going to suffer from these tariffs, but it’s Trump’s fault 100%
Compares a foreign leader favorably to the commenter's own context while discussing economic tariff impacts.
@Handle2point0
Mar 4, 2025
And people are talking about Muslims invading their countries Those are hindi majority
And people are talking about Muslims invading their countries
Those are hindi majority
Compares religious/ethnic composition of immigrant groups, contrasting Muslim and Hindu demographics in comparative context.
justfun8874
Feb 9, 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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