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
This is going to be so ugly and hard on us regulars while the rich laugh at what is happening on the monopoly board.
This is going to be so ugly and hard on us regulars while the rich laugh at what is happening on the monopoly board.
Expresses concern about economic hardship for ordinary people while the wealthy benefit, reflecting class-based economic anxiety.
@alitalaura
Mar 4, 2025
Of course they invaded Ontario they keep all jobs for their community . They stay 10 in a two bedroom appt and they work for a salary thats impossible for a decent family to survive
Of course they invaded Ontario they keep all jobs for their community . They stay 10 in a two bedroom appt and they work for a salary thats impossible for a decent family to survive
Combines unverified claims about job hoarding and housing overcrowding with economic arguments about wage suppression and community exclusion.
naziakarramtally4323
Aug 26, 2025
Not missing, I can tell you where they are, have you tried ordering a coffee lately? Meanwhile our Canadian born children in university looking for extra income are jobless!!!!
Not missing, I can tell you where they are, have you tried ordering a coffee lately? Meanwhile our Canadian born children in university looking for extra income are jobless!!!!
Claims immigrants are taking jobs (coffee service) that Canadian-born youth need, framing immigration as economically harmful to citizens.
Rosie_Afghan
Sep 30, 2025
I for one would be happy to live in Canada and pay taxes to them instead of the US. Open your doors, Canada, and you will get people investing in your economy. Mass exodus.
I for one would be happy to live in Canada and pay taxes to them instead of the US. Open your doors, Canada, and you will get people investing in your economy. Mass exodus.
Personal willingness to immigrate framed around economic benefits (tax contribution, investment) and policy openness.
@CSLakin
Mar 4, 2025
I like this guy. That being said, would i buy a Canadian Chevy Camaro? How about a helicopter? Does he not hear his people screaming about the cost of living?\n Houses,medical, school,crime all out of …
I like this guy. That being said, would i buy a Canadian Chevy Camaro? How about a helicopter? Does he not hear his people screaming about the cost of living?\n Houses,medical, school,crime all out of control. \n King Trump is Canadians white knight! Better economics, better travel and best of all American votes. If they want to fight...vote!
Commenter criticizes Canadian cost of living, housing, healthcare, and crime while advocating for Trump as an economic alternative, then calls for voting action.
@randypullman1155
Mar 4, 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
If your country is so good stay ther it’s all students it’s a scam they get in to go to school and they stay you get a big cheaque a car a job and a …
If your country is so good stay ther it’s all students it’s a scam they get in to go to school and they stay you get a big cheaque a car a job and a home what about Canadians that are homeless they can’t get nothing because Thers no address and Thers no phone so how can you get money not all are drug addicts that are homeless wen you see a woman get out of her car with two kids take them to day care and go to work if you got a job and no shower no nothing this is wrong this poor lady it made me want to cry two kids mom and a car living like a vagrant because others from other country’s have the apts a nice home and we got shit
Focuses on resource allocation and economic disparity, arguing immigrants receive benefits while homeless Canadians are neglected, combining economic and fairness concerns.
JeffLeblanc-k6b
Aug 25, 2025
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
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
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
Maybe nobody told that commie fluff ball that he exports 77% of his measly 2.7 trillion GDP to the U.S. Go ahead and put that all on boats to the EU. Let’s see how that …
Maybe nobody told that commie fluff ball that he exports 77% of his measly 2.7 trillion GDP to the U.S. Go ahead and put that all on boats to the EU. Let’s see how that works out for you!
Uses specific economic statistics (77% exports, 2.7 trillion GDP) to argue Canada's trade vulnerability, though presented without source verification.
@davidherman564
Mar 4, 2025
It's going to be a lot easier for other countries to boycott American good than for us to avoid buying tariffed imports because nothing is made here. We are SO fucked.
It's going to be a lot easier for other countries to boycott American good than for us to avoid buying tariffed imports because nothing is made here. We are SO fucked.
Analyzes economic consequences of tariffs and trade policy with underlying anxiety about national vulnerability.
@jbonesrva9679
Mar 4, 2025
You can go to Dubai and get the MRI for a reasonable price. It’s sad but this is the state of our universal heath care today.
You can go to Dubai and get the MRI for a reasonable price. It’s sad but this is the state of our universal heath care today.
Critiques the state of Canadian healthcare by comparing costs to international alternatives, framing immigration-related policy as economically unsustainable.
Alan-o8l6b
Aug 26, 2025
Trump just fcked up the entire stock market .
Trump just fcked up the entire stock market .
Claims tariffs caused stock market damage, focusing on economic consequences of the policy.
@primemarketgoods
Mar 4, 2025
Americans are rich so they don’t mind paying import tax.
Americans are rich so they don’t mind paying import tax.
Makes an economic claim comparing American and Canadian wealth in relation to import tax burden.
@jcalm1
Mar 4, 2025
Trump has placed himself in a corner. He's completely incompetent. Because he is a bully and thinks people will roll over, he is going to look weak when he has to roll them back. When …
Trump has placed himself in a corner. He's completely incompetent. Because he is a bully and thinks people will roll over, he is going to look weak when he has to roll them back. When Canada cuts off the water, car parts, etc. and people start losing jobs such as car manufacturing, there will be a price to pay. It won't be an end to MAGA, but if he lets this go on for too long, he will never come back from it.
Comment analyzes Trump's tariff policy through economic consequences (job losses in car manufacturing, supply chain impacts).
@mckinleywebb5910
Mar 4, 2025
The great tragedy is that small town Canadian students who wish to seek opportunities in large cities, will never be able to afford to rent let alone buy… They are doomed to live in their …
The great tragedy is that small town Canadian students who wish to seek opportunities in large cities, will never be able to afford to rent let alone buy… They are doomed to live in their small towns and hold on to small dreams… Here in Vancouver, the new immigrants wish to stay in and invest in large urban areas. They have extended family support to buy the real estate. Small-town Canadians don’t have a chance in this competition.
Contrasts economic opportunities for immigrants versus Canadian-born citizens in housing markets, framing immigration as creating unfair competition.
rosswatson9144
Jun 20, 2025
The US billionares Jeff Bezoz (Amazon), Bill Gates (Microsoft), Mark Zuckerberg (Facebook Meta), Google and so on completely dominate the European Market with 500 MILLION PEOPLE!. America is ripping us off! We should bann that …
The US billionares Jeff Bezoz (Amazon), Bill Gates (Microsoft), Mark Zuckerberg (Facebook Meta), Google and so on completely dominate the European Market with 500 MILLION PEOPLE!. America is ripping us off! We should bann that and cooperate with China.
Argues US tech companies dominate European markets unfairly, combining economic grievance with international comparison.
@Gimbwi
Mar 5, 2025
37T in US debt. We’ve been unfairly treated the past 60 years from unfair trades from the world and Trump was the only President to say “enough”. What’s fair when US pays tariffs on goods …
37T in US debt. We’ve been unfairly treated the past 60 years from unfair trades from the world and Trump was the only President to say “enough”. What’s fair when US pays tariffs on goods but we can’t charge other countries. Let’s make trades fair. No more charities to the world paid for by US taxpayers.
Commenter argues for fair trade practices and criticizes US subsidies to other nations, framing tariffs as necessary economic correction.
@bobbykim3289
Mar 4, 2025
Bull crap we have a deficit with them like 160 billion, until paid keep the tariffs going don’t you speak about that you guys are beating us by 160 billion
Bull crap we have a deficit with them like 160 billion, until paid keep the tariffs going don’t you speak about that you guys are beating us by 160 billion
Argues for maintaining tariffs based on a claimed trade deficit figure and economic disadvantage.
@jamesarmlin6687
Mar 4, 2025
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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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)