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
Unverified Claim
3,221 comments
Godamn people are so godamn annoying like they dont ducking how we have 1b people and how how the fuck are u whites talking u fucking to over back then sybau
Godamn people are so godamn annoying like they dont ducking how we have 1b people and how how the fuck are u whites talking u fucking to over back then sybau
Incoherent comment with inflammatory language and unclear claims; appears to contain false or fabricated assertions.
Unverified Claim
0.60
woman_scary
Feb 8, 2026
タイのことわざで、インド人とコブラが飛び出してきたらインド人を叩けと言います
タイのことわざで、インド人とコブラが飛び出してきたらインド人を叩けと言います
References a Thai proverb about Indians and cobras that appears to be a fabricated or misattributed stereotype used to demean a group.
Unverified Claim
0.60
ひですた
Feb 8, 2026
Lowshame poeple
Lowshame poeple
Incoherent statement with apparent misspelling ('Lowshame poeple') that appears to make an unsubstantiated claim but is too unclear to classify with high confidence.
Unverified Claim
0.60
redone1306
Feb 26, 2026
Who is going to tell trudue AMERICA NEEDS your Uranium deposits.
Who is going to tell trudue AMERICA NEEDS your Uranium deposits.
Makes an unsubstantiated claim about America's need for Canadian uranium deposits without evidence, implying Trudeau should be informed of this leverage.
@oraclegeniuses
Mar 4, 2025
Good trump need to test he is on posing
Good trump need to test he is on posing
Cryptic statement suggesting Trump needs to be 'tested' on something unspecified; unclear meaning makes classification uncertain.
Unverified Claim
0.60
@MohammedSaddique-m9g
Mar 4, 2025
It’s all about Russia,
It’s all about Russia,
Vague assertion blaming Russia without evidence or context, presented as a factual claim.
Unverified Claim
0.60
@poutine53
Mar 4, 2025
WE KNOW SIR AND THANK YOU! IT WILL GET THESE MONSTA'S BACK MORE THAN DOUBLE ?? PRESIDENT KAMALA HARRIS TOLD THEM FOOLS
WE KNOW SIR AND THANK YOU! IT WILL GET THESE MONSTA'S BACK MORE THAN DOUBLE ?? PRESIDENT KAMALA HARRIS TOLD THEM FOOLS
Makes vague, unsubstantiated claims about tariffs and consequences without evidence, with some call-to-action framing.
@YOUKNOW-x4j
Mar 4, 2025
they dont need they have Ukraine
they dont need they have Ukraine
Cryptic assertion implying Canada should prioritize Ukraine over domestic concerns, presented without supporting evidence or context.
Unverified Claim
0.60
@spicky2966
Mar 4, 2025
Video dropped exactly at the time of European Union-India Free Trade Agreement.
Video dropped exactly at the time of European Union-India Free Trade Agreement.
Makes a conspiratorial claim linking the video timing to an unrelated trade agreement without evidence.
Unverified Claim
0.60
mykolaskucinskas9473
Jan 28, 2026
que gente tan fea
que gente tan fea
This is a derogatory statement in Spanish ('what ugly people') that appears to be a hateful generalization, though context is limited.
Unverified Claim
0.60
danarodriguez25
Feb 4, 2026
Very good news is❓❓ against Canadian government?? and trudo (interfere with indian) TERERISM ???) Now Canada???? will stopped at the end
Very good news is❓❓ against Canadian government?? and trudo (interfere with indian) TERERISM ???) Now Canada???? will stopped at the end
Makes fragmented, unsubstantiated claims about Canadian government, Trudeau, and alleged terrorism without coherent evidence.
Unverified Claim
0.60
@SudhirGupta-s2e
Mar 4, 2025
sell usd folks and buy cad instead all, qtrump and nelon was bet on usa economy collapse, theyre direct wanna killingit
sell usd folks and buy cad instead all, qtrump and nelon was bet on usa economy collapse, theyre direct wanna killingit
Makes unsubstantiated claims about Trump and Nelson betting on US economic collapse without evidence.
Unverified Claim
0.60
@xiuhtezcatl8161
Mar 4, 2025
Hell get transformers ? there going jail
Hell get transformers ? there going jail
Makes an unsubstantiated claim that someone will face jail time, though the comment is fragmented and unclear.
Unverified Claim
0.60
@cecileetelford
Mar 4, 2025
Krasnov has revealed. CNN awaken!
Krasnov has revealed. CNN awaken!
Cryptic reference to an alleged revelation by Krasnov and CNN awakening suggests unverified conspiratorial claims without supporting evidence.
@tristancelayeta6890
Mar 4, 2025
Lawyers judges police traffic both children and drugs
Lawyers judges police traffic both children and drugs
Makes vague, unsubstantiated claims about institutional corruption without context or evidence.
Unverified Claim
0.55
@ophidiaparaclete
Mar 4, 2025
That's what happened when phsihopth become the President.
That's what happened when phsihopth become the President.
Appears to make a causal claim about a political figure causing negative outcomes, though the text is unclear and possibly misspelled.
Unverified Claim
0.50
@bozidarsicel3884
Mar 4, 2025
tons of them
tons of them
Vague statement without context; likely refers to unsubstantiated claims about immigrant numbers or behavior.
Unverified Claim
0.50
PMCCDN
Jan 27, 2026
KBG has worked tieredLesley to over power FBI .Bigup KBG You Did it.dismentle US with It's allied.
KBG has worked tieredLesley to over power FBI .Bigup KBG You Did it.dismentle US with It's allied.
Comment makes vague, unsubstantiated claims about KBG and FBI without evidence, though coherence is severely compromised by apparent spam or bot-like text.
@vusumuzizikhali4967
Mar 4, 2025
Bring in ice
Bring in ice
Cryptic two-word comment 'Bring in ice' lacks clear context; possibly spam, coded language, or incomplete thought.
Unverified Claim
0.40
saldougie69
Feb 18, 2026
Someone needs to fail in arts in Germany.
Someone needs to fail in arts in Germany.
Cryptic statement that appears nonsensical or potentially fabricated; lacks clear connection to immigration discourse.
Unverified Claim
0.40
workinghard24
Mar 2, 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)