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
Policy Critique
5,980 comments
Our govt makes me sick….
Our govt makes me sick….
Brief expression of dissatisfaction with government, likely related to immigration policy based on context but lacks specificity.
Policy Critique
0.60
BradGreenaway
Oct 2, 2025
Reimmigration
Reimmigration
Brief statement suggesting policy reversal or stricter immigration controls, though minimal context makes classification uncertain.
Policy Critique
0.60
I-HAVE-A-BOMB
Oct 1, 2025
It could be a good deal for north america to take over Haití and set the microchip industry over there restoring a small hub like that would make all haitianians greatly greatfull with USA IDK …
It could be a good deal for north america to take over Haití and set the microchip industry over there restoring a small hub like that would make all haitianians greatly greatfull with USA IDK is just a suggestion for Mr Trump and his gabinete to think about.
Proposes an alternative geopolitical strategy for North America regarding Haiti, framed as a suggestion for Trump's consideration.
@cvxvi_SDL
Mar 5, 2025
Canada's crazy with raw earth!
Canada's crazy with raw earth!
Vague criticism of Canadian policy or environmental practices, though the meaning is unclear.
Policy Critique
0.60
@darkpatches
Mar 4, 2025
Trudeau did this
Trudeau did this
Blames Trudeau (political leader) for immigration issues, though lacks specific policy details.
Policy Critique
0.60
mightybeatz9718
Jan 28, 2026
Power and control
Power and control
Cryptic phrase suggesting criticism of governmental motivations or political strategy.
Policy Critique
0.60
@eshjane
Mar 4, 2025
Than pay your fair share,and stop being a little girl
Than pay your fair share,and stop being a little girl
Criticism of someone (likely Trudeau) for not paying fair share, using insulting language to critique perceived policy or fiscal responsibility failures.
Policy Critique
0.60
@MichaelRodriguez-s6f
Mar 4, 2025
People think Trudeau did well here. Maybe so. But his actions show he does the ball repeatedly
People think Trudeau did well here. Maybe so. But his actions show he does the ball repeatedly
Attempts to critique Trudeau's actions but the comment is incomplete and unclear in its specific claim.
Policy Critique
0.60
@Basedmursenary
Mar 4, 2025
And the whole word standup if America think,'s they run the world too late the hero
And the whole word standup if America think,'s they run the world too late the hero
Cryptic criticism of perceived American global dominance, though meaning is unclear due to grammatical issues.
Policy Critique
0.60
@markpeachey7942
Mar 4, 2025
Yes, Trump no touts that deal that you guys signed as the was the biggest mistakes.He taught I asked what president could possibly have signed
Yes, Trump no touts that deal that you guys signed as the was the biggest mistakes.He taught I asked what president could possibly have signed
Criticizes a past deal as a mistake, though the comment is poorly written and unclear about specific policy details.
Policy Critique
0.60
@Marie-AngeZicher
Mar 4, 2025
Nasty trump
Nasty trump
Brief insult directed at Trump as a political figure.
Policy Critique
0.60
@badboy1961able
Mar 4, 2025
After years of unfair trade
After years of unfair trade
Incomplete fragment expressing criticism of trade policy, though context is minimal.
Policy Critique
0.60
@barrybetzjr1573
Mar 4, 2025
Of course it failed!
Of course it failed!
Minimal statement expressing disapproval of an unspecified policy or program outcome.
Policy Critique
0.60
WaterDude1
Feb 26, 2026
You have been taking advantage of the USA. noe that Americans want trade parity, you complain. you are abusive. Speaking of Russia to undercut America, you forget your suppottbto theSikhs terorits. toy have been ponging …
You have been taking advantage of the USA. noe that Americans want trade parity, you complain. you are abusive. Speaking of Russia to undercut America, you forget your suppottbto theSikhs terorits. toy have been ponging on theccmricans, nd now that aAmerican President, best in many years, has called off your taking advantage, you cry. GROW UP. YOU GOT THERE YOUR FTHER WAS PM. BUY CONT NOT GET MOB IN GHA MARKETS. THATY ISA HOW SMALL YOU ZR.
Accuses Canada of taking advantage of the USA and criticizes trade practices, though text is severely garbled and difficult to interpret fully.
@tejprakash3561
Mar 4, 2025
Much too polite
Much too polite
Vague criticism suggesting Canadian government is insufficiently assertive in policy or negotiations.
Policy Critique
0.60
@Michael-tn9ov
Mar 4, 2025
Disgusting. A true disgrace.
Disgusting. A true disgrace.
Brief expression of moral disapproval without specific policy details or substantive argument.
Policy Critique
0.60
Nicolas88814
Oct 4, 2025
Scrap buy canadian a person can but what they want
Scrap buy canadian a person can but what they want
Cryptic criticism of a policy (possibly 'Buy Canadian' initiative) advocating for consumer freedom.
Policy Critique
0.55
carolwright620
Jan 5, 2026
It’s about narcissistic personality disorder. End of analysis.
It’s about narcissistic personality disorder. End of analysis.
Dismissive psychological diagnosis of a political figure, functioning as indirect policy criticism without substantive argument.
Policy Critique
0.50
@winstonian88
Mar 4, 2025
Infact,the insignificant in ellected above ages 65 upwards,magnificently we should be very careful about this political parties.
Infact,the insignificant in ellected above ages 65 upwards,magnificently we should be very careful about this political parties.
Incoherent criticism of elected officials and political parties, difficult to parse but appears to critique age-related governance concerns.
Policy Critique
0.50
@georgekofi5955
Mar 4, 2025
Ontario needs to follow
Ontario needs to follow
Incomplete statement suggesting Ontario should follow some policy, but lacks sufficient context to classify with high confidence; appears to be policy-related but could be cut off.
Policy Critique
0.40
Claudettevaillancourt
Nov 22, 2025
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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)