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
Trueaderp really dont understand why inflation is going to and State is acting this towards Canada.? Its cause u fucked up really bad at everything you did.\nAllowing drugs and so many refugee that country cannot …
Trueaderp really dont understand why inflation is going to and State is acting this towards Canada.? Its cause u fucked up really bad at everything you did.\nAllowing drugs and so many refugee that country cannot support. And now he is talking shit like he didn't do those. \nTruederp is such a bullshit. Conservative needs to take over
Criticizes government policy on drugs and refugee intake, making unverified claims about their negative impacts while calling for political change.
@Flytothesky12
Mar 4, 2025
All these complains and yet , they still voted Liberals .
All these complains and yet , they still voted Liberals .
The comment critiques voters for supporting the Liberal government despite complaints about immigration policy, implying inconsistency or hypocrisy.
Brisket-w2s
Aug 29, 2025
Dear Conservative Spokesperson: It's too bad you guys just can't help yourselves. Instead of criticizing policies or programmes, you feel most comfortable hurling personal insults. This is but one reason that Poilievre and Conservatives will …
Dear Conservative Spokesperson:
It's too bad you guys just can't help yourselves. Instead of criticizing policies or programmes, you feel most comfortable hurling personal insults. This is but one reason that Poilievre and Conservatives will never win.
Critiques Conservative political strategy and rhetoric, arguing they rely on personal insults rather than policy analysis.
rickbaker8188
Feb 27, 2026
Why does a country of 55 million (already significant immigration population) need diversity from a country of 1.4 billion?
Why does a country of 55 million (already significant immigration population) need diversity from a country of 1.4 billion?
Questioning the rationale behind immigration policy using demographic comparison, framed as policy analysis with implicit identity concerns.
ericlane3256
Jan 27, 2026
you acted on all of these problems just this year because you knew that Pres. Trump will be in office hahaha.
you acted on all of these problems just this year because you knew that Pres. Trump will be in office hahaha.
Accuses Trudeau of acting on immigration problems only recently due to Trump's election, implying delayed/opportunistic policy.
@mickeylucas
Mar 4, 2025
Mr. Trudeau you need to speak directly to another criminal president “Elon Musk” not Trump, he just a puppet.
Mr. Trudeau you need to speak directly to another criminal president “Elon Musk” not Trump, he just a puppet.
Criticizes Trudeau's approach and makes an unsubstantiated claim that Elon Musk is the real power behind Trump, framing him as a 'criminal.'
@dadwestie6255
Mar 4, 2025
Well, cant believe a word that comes from Justin's mouth! He lied so MANY times before and using this oppurtunity to cover up his abysmal performance
Well, cant believe a word that comes from Justin's mouth! He lied so MANY times before and using this oppurtunity to cover up his abysmal performance
Criticizes Trudeau's credibility and performance while making unsubstantiated claims about past lies and cover-ups.
@rjrox1000
Mar 4, 2025
Officials getting 100k+ in salary. They are NOT SURE and confident in any data.
Officials getting 100k+ in salary. They are NOT SURE and confident in any data.
Criticizes government officials' salaries and competence in managing immigration data, combining economic critique with skepticism about institutional capability.
anandsivadoss
Sep 27, 2025
Look, trump just destroys stuff...how did republicans and maga not see this? trump dump is an absolute F#@k up. what do yall not understand!?????????
Look, trump just destroys stuff...how did republicans and maga not see this? trump dump is an absolute F#@k up. what do yall not understand!?????????
Criticizes Trump's destructive approach and questions Republican voters' judgment, blending personal critique with policy concerns.
@ypure3859
Mar 4, 2025
Fentanyl is the main cause of this? Wow this is the dumbest US president in history. What an IDIOT
Fentanyl is the main cause of this? Wow this is the dumbest US president in history. What an IDIOT
Criticizes the president's policy approach to fentanyl as misguided, using strong dismissive language about leadership competence.
@gowthead9156
Mar 4, 2025
Now I don't want to dampen the positive comments being direct to us Canadians which we all appreciate. However, I don't want people to forget that this individual talks about making things affordable for their …
Now I don't want to dampen the positive comments being direct to us Canadians which we all appreciate. However, I don't want people to forget that this individual talks about making things affordable for their citizens. There is a reason he has resigned. Don't forget that our country unreasonably fights itself on sooooo many things that make items in Canada so much more expensive than they need to be. I was hopeful our own government would make living more afforable for all Canadians by putting a freeze on things such as the Carbon Tax....guess that wasn't in the cards!? Together I hope that intelligence and common decency prevails.
Critiques domestic Canadian government policies on affordability and cost-of-living while acknowledging the PM's resignation and calling for intelligent governance.
@tbj84
Mar 4, 2025
this is insane thanks liberals
this is insane thanks liberals
Criticizes government immigration policy by blaming the Liberal party for perceived problems, framed as political accountability.
BahahaOhacanada
Sep 28, 2025
Oh! How I miss the days when Kenny, Harper & co. brought fiscal common sense to the table.
Oh! How I miss the days when Kenny, Harper & co. brought fiscal common sense to the table.
Nostalgically contrasts past conservative leadership with current policy, implying criticism of present fiscal and administrative approach.
Policy Critique
0.76
cacendruhn
Feb 18, 2026
Indians must observe local laws,
Indians must observe local laws,
Directive statement about legal compliance, implicitly critiquing immigrant behavior and integration expectations.
jacintochua6885
Feb 13, 2026
As an Indian who's living in india never went to Canada even once this should be the responsibility of the government don't promote mass immigration govt should take a stand against these people if they …
As an Indian who's living in india never went to Canada even once this should be the responsibility of the government don't promote mass immigration govt should take a stand against these people if they are not paying taxes not working properly not following rules etc it's your govt and Canadian people's responsibility but in the recent Times I've never seen the worst canadian govt till date its really bad you guys should do something about your govt they are not in good trade relations with anyone around the world recent example usa
Combines personal identity disclosure with criticism of Canadian government immigration policy, enforcement, and international relations.
harshshrivastava9647
Oct 25, 2025
Canadian have never believed that fentanyl or illegal immigrants coming across the border is the issue! We have never been the problem but have added 1.2 billion in extra security to our border. Trump is …
Canadian have never believed that fentanyl or illegal immigrants coming across the border is the issue! We have never been the problem but have added 1.2 billion in extra security to our border. Trump is after something else...
Critiques Trump's stated rationale for tariffs while making an unverified claim about Canadian border security spending and Trump's hidden agenda.
@valgoodridge1810
Mar 4, 2025
Why are this people getting paid for not doing their job
Why are this people getting paid for not doing their job
Vague criticism of government workers or immigration officials not performing duties, though the specific claim lacks context and evidence.
brucewarenko5286
Nov 4, 2025
Why does Trudeau need to bullshit Trump by saying that he is a smart guy. He should speak the truth and call him an a- hole
Why does Trudeau need to bullshit Trump by saying that he is a smart guy. He should speak the truth and call him an a- hole
Criticizes Trudeau's diplomatic approach as dishonest, with identity framing about Canadian leadership.
@jackhurst4518
Mar 4, 2025
0:35 Homeless Canadian-bogan/derro equivalent talking about paying no taxes, homeless because of his meth/alcohol addiction, not immigration.
0:35 Homeless Canadian-bogan/derro equivalent talking about paying no taxes, homeless because of his meth/alcohol addiction, not immigration.
Critiques immigration policy by claiming homelessness is caused by addiction rather than immigration, while making an unverified causal claim about the homeless person's circumstances.
the_apocalypse888
Nov 2, 2025
Freaking mess!
Freaking mess!
Brief expression of disapproval toward the current situation, likely referring to immigration policy or its outcomes.
Policy Critique
0.75
stalkertactics
Oct 23, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)