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
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Economic Argument
1,276 comments
He realizes we sent 70% export to the US.. They export back 2%. Lol ? this guy is absolutely stupid and non threatening. ?
He realizes we sent 70% export to the US.. They export back 2%. Lol ? this guy is absolutely stupid and non threatening. ?
Focuses on trade imbalance statistics (70% vs 2% exports) to argue the US negotiating position is unreasonable, using economic data as primary argument.
@Celebri-tubed
Mar 4, 2025
We have enough. Sorry i need jobs for my sons
We have enough. Sorry i need jobs for my sons
Personal concern about job availability for family members framed as economic scarcity argument.
Adheeb-h4o
Nov 20, 2025
Same in Germany. The Indian People dont understand that the degrees are actually wothless. They end Up with uber eats.
Same in Germany. The Indian People dont understand that the degrees are actually wothless. They end Up with uber eats.
Critiques Indian immigrants' educational credentials as worthless and employment outcomes as underemployment, comparing to Germany.
gönnjaminblütchen
Jan 27, 2026
Canadians, why are you angry? You don't want to have children, and besides, Canada brought in Indians because they are smart in the field of technology. This isn't an attack on Indians, but it's the …
Canadians, why are you angry? You don't want to have children, and besides, Canada brought in Indians because they are smart in the field of technology. This isn't an attack on Indians, but it's the truth.
Commenter provides economic rationale for immigration (technology skills) while addressing Canadian demographic concerns, framing it as a practical policy decision.
dahimoart4821
Jan 27, 2026
Canada only spends 1.3% of their GDP on defense because they depend on the US to protect them.. maybe they should contribute more to their defense or give some of the money that they do …
Canada only spends 1.3% of their GDP on defense because they depend on the US to protect them.. maybe they should contribute more to their defense or give some of the money that they do not spend on defense to the US
Analyzes Canada's defense spending as percentage of GDP and argues for reallocation of resources, focusing on economic and budgetary priorities.
@tplatt1234-r9t
Mar 4, 2025
This is not a trade war. This is recouping the money that other country's owe us. PAY WHAT YOU OWE OR PAY THE TARRIF. IT'S SIMPLE.WE ARE NOT RESPONSIBLE FOR YOUR COUNTRY
This is not a trade war. This is recouping the money that other country's owe us. PAY WHAT YOU OWE OR PAY THE TARRIF. IT'S SIMPLE.WE ARE NOT RESPONSIBLE FOR YOUR COUNTRY
Frames tariffs as debt collection and economic justice, asserting that the US is not responsible for other countries' welfare while defending protectionist policy.
@dixieland9959
Mar 4, 2025
Tim Hortons is completely taken over even the ones out in the middle of nowhere are the same as you see in this video, same with any entry level job that has gone corporate in …
Tim Hortons is completely taken over even the ones out in the middle of nowhere are the same as you see in this video, same with any entry level job that has gone corporate in Canada
Discusses workplace demographics and corporate takeover of entry-level jobs in Canada, framing immigration through economic and labor market concerns.
roughgorilla4221
Jan 27, 2026
Don't worry Tariffs are paid for by Canada I really do not know if he is so stupid he believes that or he knows and does not care either way it is so dumb and …
Don't worry Tariffs are paid for by Canada I really do not know if he is so stupid he believes that or he knows and does not care either way it is so dumb and hurtful to think otherwise. The last time tariffs like this were in place was the late 1800's and early 1900's. If anyone know this time it was the time of the oligarchs like Rockefellers Carnegies that road the backs of the everyday Americans making them the richest people in the world. Notice a theme here, I do!!
Critiques tariff policy with economic reasoning, drawing historical parallels to oligarchic periods and discussing economic harm.
@bradleynielsen3367
Mar 5, 2025
I'm from a small place in eastern canada , Every tim's has been taken over ! My town might have 2500 people and not one white person works in any tim's within 400 km it's …
I'm from a small place in eastern canada , Every tim's has been taken over ! My town might have 2500 people and not one white person works in any tim's within 400 km it's kinda crazy ! With hardly any jobs maybe they should employ people that's actually from here first ?
Expresses concern about job availability and employment prioritization, grounded in personal observation of workplace demographics in their small town.
blindshot709
Jan 27, 2026
the truth is immgriants do not have choice to get way from minimum wage, cuz that is the reason employer want to hire them, if they asked more money, they would be lay off. NEW …
the truth is immgriants do not have choice to get way from minimum wage, cuz that is the reason employer want to hire them, if they asked more money, they would be lay off. NEW SLAVERY!! import more immigrants (slaves from third world countries) to keep canada developing. what a wonderful world we have~
Argues that immigration policy exploits workers through wage suppression and labor market dynamics, framing it as modern slavery with economic motivations.
CheBonRides
Sep 24, 2025
Please...... my born Canadians neeeeed jobs too!!!!!!!!!
Please...... my born Canadians neeeeed jobs too!!!!!!!!!
Expresses concern about job availability for Canadian citizens, framed as an economic priority issue.
daeally
Sep 10, 2025
Average Canadian home price as of Jan 2025 $720,000, 9 Years as Prime Minister before Trumps first term. People eating up the gibberish ad if he isnt a key figure why Canadas economy and living …
Average Canadian home price as of Jan 2025 $720,000, 9 Years as Prime Minister before Trumps first term. People eating up the gibberish ad if he isnt a key figure why Canadas economy and living cost skyrocketed before trump. He couldn't even fix ut when Biden was in office.
Critiques the Prime Minister's economic record by citing housing prices and cost of living increases over his tenure.
@markb1304
Mar 4, 2025
$499.999 for an old war time home is a joke for middle family to buy....
$499.999 for an old war time home is a joke for middle family to buy....
Expresses concern about housing affordability for middle-class families, framing home prices as economically prohibitive.
Economic Argument
0.82
linagjidoda2193
Jan 22, 2026
This mother…. Donald is going to create a economic slowdown and goods to be more expensive for all consumers in both sides
This mother…. Donald is going to create a economic slowdown and goods to be more expensive for all consumers in both sides
Comment predicts negative economic consequences (slowdown, inflation) from Trump's policies affecting both countries.
@ezeleoni
Mar 4, 2025
I work at an auto assembly plant in Michigan. There should be no tariffs on imported auto parts for a few years in order for the automakers to have time to set up shop in …
I work at an auto assembly plant in Michigan. There should be no tariffs on imported auto parts for a few years in order for the automakers to have time to set up shop in the USA. Tariffs on food and drink shouldn't exist.
Commenter shares workplace experience while primarily arguing about tariff policy and economic impacts on manufacturing.
@dannydaw59
Mar 4, 2025
The last year the conservatives were in power they brought in over 300k and TFWs this kept wages low and impacted services remember that
The last year the conservatives were in power they brought in over 300k and TFWs this kept wages low and impacted services remember that
Argues that high immigration and temporary foreign worker numbers under previous government suppressed wages and strained services.
fredrobbins8212
Feb 24, 2026
As a tax paying Canadian rather see my taxes go here than Ukraine
As a tax paying Canadian rather see my taxes go here than Ukraine
Argues that tax dollars should prioritize domestic immigration spending over foreign aid, framing as economic allocation question.
Man-UsLLP
Dec 25, 2025
I still don’t get how MAGA people don’t see how Trump and his administration is screwing our economy even more than it already was!!! His policies are only making the rich even richer while suffocating …
I still don’t get how MAGA people don’t see how Trump and his administration is screwing our economy even more than it already was!!! His policies are only making the rich even richer while suffocating even more the average American. What will it take for them to open their eyes!!!
The comment focuses on Trump's economic policies harming average Americans while enriching the wealthy, questioning supporters' awareness of economic impacts.
@alvinmartinez1322
Mar 4, 2025
I have family and friends in USA. Plus I belive there big drug problems in Canada and the border. Think Trump was asking him clean up. Yes good help other countries but. Canada ...we taken …
I have family and friends in USA. Plus I belive there big drug problems in Canada and the border. Think Trump was asking him clean up. Yes good help other countries but. Canada ...we taken in sooo meny. With housing soo high because storage. And jobs.
Combines personal connection to USA with concerns about drug problems, housing costs, and job availability as reasons for limiting immigration.
@PaulineHesselgrave
Mar 4, 2025
canada is a immigration based economy now
canada is a immigration based economy now
Makes a statement about Canada's economic structure and reliance on immigration as an economic model.
Economic Argument
0.82
KidGarden100
Dec 24, 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
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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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