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
Canadians are already crying thats why this guy resigned. I dont know what will chage for them as a result of tariff. Economy is bad, inflation is high and people cannot make their ends meet. …
Canadians are already crying thats why this guy resigned. I dont know what will chage for them as a result of tariff. Economy is bad, inflation is high and people cannot make their ends meet. So stop this useless rant and get on with your lives, and do what is necessary to make Canada great again.
Critiques Canadian leadership and economic conditions while dismissing current political rhetoric as ineffective given broader economic problems.
@AWM2099
Mar 4, 2025
This guy is full of crap. Canada already tariffs our crap
This guy is full of crap. Canada already tariffs our crap
Dismisses a speaker's credibility and critiques existing tariff policies as ineffective.
Policy Critique
0.75
@greentre2277
Mar 4, 2025
Worry about what Justin did to Canada. Lol not what Donald is doing. When did Trudeau care about Canada.
Worry about what Justin did to Canada. Lol not what Donald is doing. When did Trudeau care about Canada.
Criticizes Trudeau's domestic record while deflecting to Trump, using comparative framing.
@CamCook-k4m
Mar 4, 2025
This fool does not even know how to pick sides. He has picked up a fight with India and the US while supporting a beggar, Zelensky, who has nothing to offer. He is destroying Canada, …
This fool does not even know how to pick sides. He has picked up a fight with India and the US while supporting a beggar, Zelensky, who has nothing to offer. He is destroying Canada, and he needs to be replaced along with Jagmit of NDP soon before we become a banana republic
Criticizes Canadian PM's foreign policy decisions and calls for political replacement, with alarmist language about national decline.
@RaviShankar-co5dk
Mar 4, 2025
How about you cut 50% of the bloated public service?
How about you cut 50% of the bloated public service?
Proposes specific policy solution (cutting public service) as alternative to current government approach.
@sigma5055
Feb 20, 2026
Maybe Canada should say thank you for the trade and the US regime would be happy..
Maybe Canada should say thank you for the trade and the US regime would be happy..
Suggests Canadian policy adjustment regarding US trade relations, implying criticism of current approach while comparing bilateral dynamics.
@zzguyy9421
Mar 4, 2025
Why to blame people blame the govt who used students for their feees
Why to blame people blame the govt who used students for their feees
Critiques government policy for exploiting international students through fees rather than blaming the students themselves.
Carcare_taker
Oct 5, 2025
Harper filled canada up with the garbage politicians and garbage laws used by trudeau and carney. China took over and then conservatives switched to turbins and dont rock the boat.
Harper filled canada up with the garbage politicians and garbage laws used by trudeau and carney. China took over and then conservatives switched to turbins and dont rock the boat.
Blames past and present political leaders for poor governance and policy decisions that allegedly compromised Canadian interests.
TheBuckbennyrides
Feb 27, 2026
You clueless libs dont realize thatt Americas Hat already have high tariffs on the USA. Yet there are some Americans that stick up for this clown
You clueless libs dont realize thatt Americas Hat already have high tariffs on the USA. Yet there are some Americans that stick up for this clown
Critiques American policy and those who support it, with partisan language ('clueless libs') framing disagreement as identity-based.
@WarrenZane
Mar 4, 2025
Trump did Canada a great favor by blowing the lid off Trudeau's mishandling of the country.
Trump did Canada a great favor by blowing the lid off Trudeau's mishandling of the country.
Criticizes government handling of immigration policy while invoking national identity through reference to 'Trudeau's mishandling.'
FrankBoma
Mar 10, 2026
The Toronto Sun is owned by extreme right wing MAGA dupes, I think PP is everyone savior, but all he use as a Trump loving gift to the liberals gift to the liberals. So Toronto …
The Toronto Sun is owned by extreme right wing MAGA dupes, I think PP is everyone savior, but all he use as a Trump loving gift to the liberals gift to the liberals. So Toronto Sun, if all you wanna do is bash the liberals all day you can keep on doing that to your heart consent, but you sound like a bunch of whiners. What are your solutions? We don’t need whiners we need solutions….
Criticizes media outlets and political actors for complaining without offering solutions, demanding constructive policy alternatives rather than blame.
Petewho
Feb 27, 2026
Our Pathetic Government didn’t clue in, even knowing that India is a huge scammer Country, they let them scam Canada..
Our Pathetic Government didn’t clue in, even knowing that India is a huge scammer Country, they let them scam Canada..
Criticizes government policy for allowing Indian nationals to scam Canada, combining policy critique with an unverified generalization about India as a 'scammer country.'
Slimshady8633
Oct 5, 2025
Nobodies apeazing russia dummy, its called preventing ww3? 1:46
Nobodies apeazing russia dummy, its called preventing ww3? 1:46
The comment defends diplomatic engagement as preventing war rather than appeasement, critiquing the framing of negotiations as weakness.
@stankystuff5028
Mar 4, 2025
He was absolutely right it’s not about fentanyl it’s just an excuse that Trump wants to use for his dumb ssa supporters
He was absolutely right it’s not about fentanyl it’s just an excuse that Trump wants to use for his dumb ssa supporters
Critiques Trump's use of fentanyl as an excuse while making an unverified claim about his motivations.
@antwayne92
Mar 4, 2025
Canada already had high tariff's on us and Canada knows they can't win this trade war. Should have worked better helping with the border, Trudeau lies out his ass constantly. His own people have called …
Canada already had high tariff's on us and Canada knows they can't win this trade war. Should have worked better helping with the border, Trudeau lies out his ass constantly. His own people have called him out for his corruption.
Critiques Trudeau's trade and border policies while making unverified claims about tariffs and corruption without evidence.
@MrChanz4music
Mar 4, 2025
And liberal politicians tell their people that America is the one invading Canada.
And liberal politicians tell their people that America is the one invading Canada.
Critiques liberal politicians' messaging about US-Canada relations, framing it as misleading or hypocritical.
noco7243
Oct 7, 2025
Nothing was said about how fast the houses for these people were built. And who is buying these houses, the few Indians that work? Is the government subsidizing these houses like they do for Timmies …
Nothing was said about how fast the houses for these people were built. And who is buying these houses, the few Indians that work? Is the government subsidizing these houses like they do for Timmies or FF places? Can houses for the homeless or young families not be built just as quickly?
It is things like this that causes descendion between the current residents and the huge influx of aliens.
Commenter critiques government policy on housing allocation and subsidies while making unverified claims about government favoritism and identity-based resentment ('aliens').
catherinemaas9757
Oct 2, 2025
Covid mandates anyone?. You all have a short memory what a conman this guy is.
Covid mandates anyone?. You all have a short memory what a conman this guy is.
Criticizes the political figure's credibility by referencing COVID mandates without specific evidence, framing him as deceptive.
@warrenking4586
Mar 4, 2025
I think I remember he lost election? Why is he there talking to destroy his own country?\nI thought to move to Canada, never more?
I think I remember he lost election? Why is he there talking to destroy his own country?\nI thought to move to Canada, never more?
Expresses criticism of a political leader's actions regarding immigration policy while also conveying concern about national harm, with a personal decision to avoid immigrating.
@AriannaVonder
Mar 4, 2025
Importing American style divide and conquer tactics
Importing American style divide and conquer tactics
Critiques immigration policy as a deliberate divisive strategy, combining policy analysis with concern about social fragmentation.
@HonestFred
Feb 21, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)