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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Unverified Claim
3,221 comments
This, after years of inaction. Lots more came through in the night.
This, after years of inaction. Lots more came through in the night.
Makes a specific factual claim about unauthorized border crossings without evidence, presented as criticism of government inaction.
warrenfabian6681
Jan 5, 2026
Question Americans and Press how Rich more rich will Trump be and is he aligning himself when he is DONE BEING PRESIDENT?! He is taking over companies and communities for Himself while using a USA …
Question Americans and Press how Rich more rich will Trump be and is he aligning himself when he is DONE BEING PRESIDENT?! He is taking over companies and communities for Himself while using a USA badge as President. This is not Well and it is the SECOND MONTH OF THE YEAR WE HAVE 3&3/4 years left wow Jesus!!
Raises questions but primarily asserts unsubstantiated claims about Trump's financial self-dealing and abuse of presidential power without evidence.
@markpurdy-silva4092
Mar 4, 2025
Trump appears to be working with Russia to destroy America.
Trump appears to be working with Russia to destroy America.
Makes a specific factual claim about Trump-Russia coordination without evidence, presented as established fact.
@tdn4773
Mar 4, 2025
From Portugal Its make sense if is a Russian asset saving Mr. Putin from economic and war disgraces
From Portugal Its make sense if is a Russian asset saving Mr. Putin from economic and war disgraces
Makes an unsubstantiated conspiracy claim that Trudeau is a Russian asset, presented without evidence.
@paulo7soares
Mar 4, 2025
Liberals adding more foreign voters.
Liberals adding more foreign voters.
Makes a specific factual claim about Liberals deliberately adding foreign voters without evidence, framed as partisan identity assertion.
dsmtsi
Jan 14, 2026
Yah and we know that they aren't going to leave 😂 This govt supports and funds crime.
Yah and we know that they aren't going to leave 😂
This govt supports and funds crime.
Makes unsubstantiated claims that immigrants won't leave and that government supports/funds crime without evidence.
snowguy471
Jan 15, 2026
Trudeau allowed millions of Indians in and fast tracked them
Trudeau allowed millions of Indians in and fast tracked them
Makes a specific factual claim about Trudeau fast-tracking Indian immigration without evidence, presented as an assertion of fact.
mrbobo86
Jan 19, 2026
All these immigrants came to Canada temporarily. They came here, made their money, now it's time to leave.
All these immigrants came to Canada temporarily. They came here, made their money, now it's time to leave.
Presents unsubstantiated factual claim that all immigrants came temporarily with intent to leave, without evidence.
mikemd3979
Jan 18, 2026
Trump is compromised and run by Putin. Putin is Trumps handler, aidrd and abetted by Musk. If things remain thecway tgey are America will not be great again for a very long time.
Trump is compromised and run by Putin. Putin is Trumps handler, aidrd and abetted by Musk. If things remain thecway tgey are America will not be great again for a very long time.
Makes specific factual claims about Trump being controlled by Putin without evidence, framed as conspiracy theory.
@grahamfield1570
Mar 4, 2025
No immigrant will ever consider Canada as their home and the government needs to sync that in. People come here for papers and education to leave the country and live as a Canadian in other …
No immigrant will ever consider Canada as their home and the government needs to sync that in. People come here for papers and education to leave the country and live as a Canadian in other countries. This is F facts.
Makes a sweeping factual claim about immigrant motivations ('no immigrant will ever consider Canada home') presented without evidence, framed as absolute truth.
n2r4t
Jan 19, 2026
I'm ashamed for my American friends. Hats off to Russia 's intelligence services for managing to get an asset at the top of the American political system. West -Russia 0-1
I'm ashamed for my American friends. Hats off to Russia 's intelligence services for managing to get an asset at the top of the American political system. West -Russia 0-1
Makes unverified conspiracy claim that Russia placed an asset in US government leadership.
@bm8641
Mar 4, 2025
I’m more convinced Canada is more drug & greed corrupt than Mexico. I don’t believe anything he say & pray for my Canadian brothers & sisters under the nasty regime.
I’m more convinced Canada is more drug & greed corrupt than Mexico. I don’t believe anything he say & pray for my Canadian brothers & sisters under the nasty regime.
Makes unsubstantiated claims about Canadian corruption levels and characterizes the government as a 'nasty regime'.
@lanardm9836
Mar 4, 2025
Thanks to justin and mark carney!!! 2030 agenda
Thanks to justin and mark carney!!! 2030 agenda
Makes conspiratorial claims linking Trudeau and Mark Carney to the UN's 2030 Agenda without substantiation.
ShitboxNation
Jan 27, 2026
USA CIA should pay the punjabis to incite a revolution in Brampton
USA CIA should pay the punjabis to incite a revolution in Brampton
Makes an unsubstantiated conspiratorial claim about CIA involvement in inciting revolution, presenting fabricated geopolitical narrative.
davidkosman9179
Jan 27, 2026
I’ve worked in a khalastian separatists leaders home in Windsor Ontario. They now run the only tunnel bus connecting Windsor to Detroit under their “trucking and logistics” company
I’ve worked in a khalastian separatists leaders home in Windsor Ontario. They now run the only tunnel bus connecting Windsor to Detroit under their “trucking and logistics” company
Presents a specific factual claim about Khalistan separatists controlling border infrastructure without evidence, framed as personal experience.
QuinnDonaldson
Jan 27, 2026
That is a rouse from trump , had nothing to do with fentanyl, trump wants Canada’s resources for his maga
That is a rouse from trump , had nothing to do with fentanyl, trump wants Canada’s resources for his maga
Asserts without evidence that tariffs are a pretext for resource extraction, presenting a conspiracy theory.
@desdesormeaux6206
Mar 4, 2025
WEF "cultural enrichment"
WEF "cultural enrichment"
References WEF conspiracy theory about 'cultural enrichment' as a hidden agenda without evidence.
dev9614
Jan 27, 2026
the smuggling operation is insane. they can scam u so easily too Jesus
the smuggling operation is insane. they can scam u so easily too Jesus
Makes specific claims about smuggling operations and scams without evidence, presenting them as established facts.
adamispahany3698
Jan 27, 2026
PICK POCKETTTTTT
PICK POCKETTTTTT
Makes a specific factual claim about pickpocketing without evidence, likely referencing alleged criminal activity.
Unverified Claim
0.75
negrebnayr
Jan 27, 2026
Problem is , a lot if profuce hoes thru the US by truck
Problem is , a lot if profuce hoes thru the US by truck
Makes a specific factual claim about produce smuggling through the US without evidence.
Unverified Claim
0.75
@randylavereau7060
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)