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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Comparative
2,420 comments
Not Even The Poop Culture In India❌ Canada✅
Not Even The Poop Culture In India❌ Canada✅
Compares India unfavorably to Canada using crude stereotyping, framing Canada as superior.
vigoedwinpandika5236
Feb 4, 2026
we have a very similiar in geelong australia if u r white no work unless u r indian
we have a very similiar in geelong australia if u r white no work unless u r indian
Compares Canada's situation to Australia, claiming employment discrimination based on ethnicity in both countries.
JimBob-c4t
Jan 27, 2026
India is the best country in the world but ain't no one wants to live there!!!
India is the best country in the world but ain't no one wants to live there!!!
Compares India to other countries while using ironic/sarcastic tone about desirability of living there.
wolfrage99
Jan 28, 2026
Yes!!! Very intelligent and straightforward, much respect to PM Trudeau. We here in the US president that continously lies,fabricates and very much disrespectful not just to the American people but to are allies. We will …
Yes!!! Very intelligent and straightforward, much respect to PM Trudeau. We here in the US president that continously lies,fabricates and very much disrespectful not just to the American people but to are allies. We will suffer greatly as long as trump stays in that oval office. Putin is just sitting back and waiting for trump to complete his move to become a dictator. Being schooled by putin and Elon Musk.
Compares Canadian PM Trudeau favorably to US President Trump, contrasting leadership qualities and trustworthiness across nations.
@Wane_96792
Mar 4, 2025
I wonder if Trump has inadvertently managed to resuscitate Trudeau’s political career.
I wonder if Trump has inadvertently managed to resuscitate Trudeau’s political career.
Compares Trump's impact to Trudeau's political fortunes, using one figure to frame the other.
Comparative
0.85
@paulcanaday-elliott9834
Mar 4, 2025
Migration in india is big problem
Migration in india is big problem
References migration issues in India as a comparison point, implicitly contextualizing the Canadian discussion within a broader geographic perspective.
Comparative
0.85
NatarBhaghu
Jan 27, 2026
Never in my 37 years of live i would have thought i would trust Russia more than the States.
Never in my 37 years of live i would have thought i would trust Russia more than the States.
Compares trust levels between Russia and the USA, expressing a shift in geopolitical perception based on comparative judgment.
@crazydutchbloke
Mar 4, 2025
Well spoken and clear!!! Our government is putting America to shame. Shame on our president
Well spoken and clear!!! Our government is putting America to shame. Shame on our president
Compares Canada's government favorably to America's, framing it as a moral superiority.
@joshramirez37
Mar 4, 2025
Boomer in the hi-vis vest was based
Boomer in the hi-vis vest was based
Suggests visiting Melbourne Australia, implicitly comparing Canada's immigration situation to another country's experience.
Comparative
0.85
H.a.n.s.e.l
Jan 27, 2026
I wonder why they would like to live in the US so much? I've been there and I've met a lot of people from there, I am a tour guide from spain. I would say …
I wonder why they would like to live in the US so much? I've been there and I've met a lot of people from there, I am a tour guide from spain. I would say the US its an ok country, with good job opportunities, nice infraestructure but with a lot of problems of drug abuse, homelessness and crime Specially for a so called "developed nation". I was shocked when I heard that there are what you call school shootings there! Why don't you tackle that problem and alow it to happen? I have never seen that, in such a scale in more developed countries like switzerland, japan or south korea.
The commenter compares the US to other developed nations (Switzerland, Japan, South Korea) and uses personal experience from Spain to frame the discussion.
donkim4594
Jan 28, 2026
And all the while China grows richer, well done Trump ??
And all the while China grows richer, well done Trump ??
Compares China's economic gains to Trump's tariff strategy, implying strategic failure through international comparison.
@anthonywakes83
Mar 4, 2025
Lotta Indians, but not as much as Freemont California.. It’s the happiest city in the United States there’s no white people
Lotta Indians, but not as much as Freemont California.. It’s the happiest city in the United States there’s no white people
Compares Canadian demographics to Fremont, California, using comparative framing to contextualize immigration levels and outcomes.
Comparative
0.85
Pinakij
Jan 29, 2026
Why do they laugh at Canada and yet don’t want to live in India?
Why do they laugh at Canada and yet don’t want to live in India?
Compares Canada to India, questioning why people criticize Canada yet prefer it to their home country.
Katrina-z1c
Jan 29, 2026
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border …
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border IN the WORLD! It makes sense for smugglers to use a different means for entry once the previous method gets controlled. I hope the US government is paying attention and doesn’t turn a blind eye to our northern border like they did with our Mexican border.
Compares US-Canada border to US-Mexico border and critiques government attention to border security, with implicit comparison of policy effectiveness.
allanmedina4098
Jan 27, 2026
TRUDEAU ..... AND THEN THERES trump! WORLDS APART IN THEIR DELIVERY , COMMUNICATION, RESPECT AND RELATABILITY. TOTALLY OPPOSITE ENDS OF THE SPECTRUM. \n\nRESPECT AND STRENGTH TO TRUDEAU IN YOUR FINAL DAYS AND TO CANADIANS IN …
TRUDEAU ..... AND THEN THERES trump! WORLDS APART IN THEIR DELIVERY , COMMUNICATION, RESPECT AND RELATABILITY. TOTALLY OPPOSITE ENDS OF THE SPECTRUM. \n\nRESPECT AND STRENGTH TO TRUDEAU IN YOUR FINAL DAYS AND TO CANADIANS IN THESE TROUBLED TIMES ?
Directly contrasts Trudeau and Trump across multiple dimensions (communication, respect, relatability), positioning them as opposites.
@racheljones9786
Mar 4, 2025
Driving in downtown Toronto is 10x safer than driving in Brampton.
Driving in downtown Toronto is 10x safer than driving in Brampton.
Direct comparison of safety between two Canadian cities (Toronto vs. Brampton), ranking them relative to each other.
Comparative
0.85
pendejo318
Jan 29, 2026
Chinese/asians faced it too in gta. Then after 1st gen and and onwards it's "better". 1st gen is a really interesting transition moment saddling both sides. 2nd gen is a huge difference.
Chinese/asians faced it too in gta. Then after 1st gen and and onwards it's "better". 1st gen is a really interesting transition moment saddling both sides. 2nd gen is a huge difference.
Compares immigrant integration experiences across generations and ethnic groups, drawing on observed patterns in GTA.
Calisimio
Jan 28, 2026
I wish the USA had an adult to lead it like Canada and not a bully who acts like a spoiled child that needs a time out. Trump just go golfing every minute of every …
I wish the USA had an adult to lead it like Canada and not a bully who acts like a spoiled child that needs a time out. Trump just go golfing every minute of every day for the next three years and leave the American people to live with the world.
Contrasts Canadian and American leadership, praising Canada's maturity while criticizing Trump's behavior as morally deficient.
@jeffreystaven2397
Mar 4, 2025
I visited Toronto last year and I legit thought I was in India.
I visited Toronto last year and I legit thought I was in India.
Personal observation comparing Toronto's demographic composition to India, implying concern about cultural displacement.
SteelShield21
Jan 29, 2026
Trudeau is Right in everything he said Except one item .. Donald is Not Smart, If we had a President as Smart as Trudeau in America well you know what the results would be.
Trudeau is Right in everything he said Except one item .. Donald is Not Smart, If we had a President as Smart as Trudeau in America well you know what the results would be.
Compares Trudeau and Trump's intelligence and leadership, ranking Trudeau favorably against the U.S. president.
Comparative
0.85
@wickedwilly9785
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)