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
Economic Argument
1,276 comments
Than Canadians need to start breeding again (having children) and get off medical marijuana. Can't find Canadian boyz to drive truck (have to pass drug test)
Than Canadians need to start breeding again (having children) and get off medical marijuana. Can't find Canadian boyz to drive truck (have to pass drug test)
Addresses labor market issues and workforce concerns, implying economic competition and demographic anxiety about Canadian workforce participation.
lloydkuepfer1599
Aug 26, 2025
Trade wars don't benefit anyone...... Except for the Governments that collect the Tariffs...... They are all in it together !!!
Trade wars don't benefit anyone...... Except for the Governments that collect the Tariffs...... They are all in it together !!!
Discusses trade wars and tariffs economically while suggesting a conspiracy that 'they are all in it together.'
@aceheart5828
Mar 4, 2025
Excelente speech!! Donald is destroying the North America economy!!
Excelente speech!! Donald is destroying the North America economy!!
Praises a speech while making an economic argument that Trump is damaging North American economy.
@celestesiempre3757
Mar 4, 2025
american alcohol black market in canada must be making money
american alcohol black market in canada must be making money
Observation about potential black market economic activity related to cross-border alcohol trade.
Economic Argument
0.70
@MrAcruz2
Mar 4, 2025
Canada ?? don't want to unite bad talk I never see an item that reads made in Canada stop it or your fired killing our people with fetnal
Canada ?? don't want to unite bad talk I never see an item that reads made in Canada stop it or your fired killing our people with fetnal
Criticizes lack of Canadian-made products and references fentanyl crisis, framing these as economic/policy failures harming citizens.
@yeseniacortez4820
Mar 4, 2025
They are taking over our low economy, working for low wage. It's better than India, leave now
They are taking over our low economy, working for low wage. It's better than India, leave now
Expresses concern about wage depression and labor market competition from immigrants, framed as an economic threat.
lorrainecollins6686
Aug 25, 2025
Evil trump started War. Other countries only protect themselves. America lost lots of money for immigrants, war in Israel, and Ukraine. Now they wanna back. That's why prices going up. Till they get all back.
Evil trump started War. Other countries only protect themselves. America lost lots of money for immigrants, war in Israel, and Ukraine. Now they wanna back. That's why prices going up. Till they get all back.
Attributes inflation and economic problems to US spending on immigrants and wars, presenting unsubstantiated causal claims about price increases.
@margaret8225
Mar 4, 2025
Another recession coming soon? I'm tired of it grandpa!
Another recession coming soon? I'm tired of it grandpa!
Expresses concern about economic recession with sarcastic tone directed at leadership.
@karlavillalobos6184
Mar 4, 2025
And let's see what happens to our oil industry now
And let's see what happens to our oil industry now
Expresses concern about economic impact on Canada's oil industry in relation to immigration policy.
u2fanforever1
Jan 6, 2026
They have one billion people even worse thier not going to come here and not work so it think it's okay they work they should actual work housing construction and give white people welfare if …
They have one billion people even worse thier not going to come here and not work so it think it's okay they work they should actual work housing construction and give white people welfare if they have that many people.
Argues about labor market allocation and welfare distribution based on population size and ethnicity, mixing economic and identity-based reasoning.
aleksanderkuncwicz7277
Jan 27, 2026
Only reason tariffs will hurt the economy is because the masses have been conditioned to buy ? that's not necessary. People have gotten so used to having things done for them that they can't bare …
Only reason tariffs will hurt the economy is because the masses have been conditioned to buy ? that's not necessary. People have gotten so used to having things done for them that they can't bare to not have everything done for them. The mental stupidity the news keep trapping the zombies is not surprising. When we gotta hunt for our food the weeds will be exposed
Discusses tariff impacts and economic behavior, though rambling and somewhat incoherent in argumentation.
Economic Argument
0.68
@tonystarkz5002
Mar 4, 2025
It's true - they buy the franchises for a song - employ their own - push out other hard working immigrants - run the quality of the products into the ground - and then call …
It's true - they buy the franchises for a song - employ their own - push out other hard working immigrants - run the quality of the products into the ground - and then call us racists when the business goes to shit. I'd rather have four million Philippines and south American refugees - than a bunch of entitled Khalistanis, Muslims and jihadists. Any fucking day! We actually don't go thru drive thru anymore - we go inside and see who is working before we order anything. Absolutely sick of shitty food and bad service.
Combines economic grievances (franchise ownership, employment practices, service quality) with ethnic stereotyping and preference ranking of immigrant groups.
kittenhasclaws3006
Jan 27, 2026
Just Tariff, nothing bad, work hard, don’t enjoy on American people and their money.
Just Tariff, nothing bad, work hard, don’t enjoy on American people and their money.
Discusses tariffs and work ethic in relation to economic relationships between countries.
Economic Argument
0.65
@ambaasia8200
Mar 4, 2025
Have better trade then
Have better trade then
Brief suggestion to improve trade relations, addressing economic policy concerns.
Economic Argument
0.65
@Cstevens00
Mar 4, 2025
It is at Steak , their Bovine Steaks will certainly cost them more since Angus went sky high for Cananda
It is at Steak , their Bovine Steaks will certainly cost them more since Angus went sky high for Cananda
Discussion of beef/steak costs and economic impact on a restaurant, with unclear or unverified claim about Angus prices.
@FurthermoreJack
Mar 4, 2025
Canada benefits from this somehow.
Canada benefits from this somehow.
Vague assertion about Canada's economic benefit from immigration, phrased as a statement but unclear in intent.
aaronyeager6778
Feb 23, 2026
« Prev
64 / 64
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)