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
It's about time for the Snowbirds to go home but they will be back next winter spending money
It's about time for the Snowbirds to go home but they will be back next winter spending money
References seasonal American visitors (Snowbirds) and their economic contribution through winter spending in Canada.
Economic Argument
0.72
@daviddigital6887
Mar 4, 2025
Canadian is crying. Will be tough for them if they rise usa tarrif tax. Look like he is dump to copy Trump tarrif.
Canadian is crying. Will be tough for them if they rise usa tarrif tax. Look like he is dump to copy Trump tarrif.
Discusses tariff impacts and economic consequences while comparing Canadian and US policy approaches.
@BinhNguyen-nn3sd
Mar 4, 2025
Yes stay in canada money is better spend here in our country mr stump going too sink usa
Yes stay in canada money is better spend here in our country mr stump going too sink usa
Argues for keeping money in Canada for economic reasons while asserting national pride and identity.
z28chev31
Dec 9, 2025
I bet many sre working for the AMAZON WAREHOUSE IN MY BACKYARD IN LA SALLE QUEBEC.
I bet many sre working for the AMAZON WAREHOUSE IN MY BACKYARD IN LA SALLE QUEBEC.
References immigrants working in warehouse jobs in a specific local area, implying economic impact or labor market concerns.
Economic Argument
0.72
VandaPietrantonio
Jan 25, 2026
Dont worry Jason, we are not going to buy any of their stuff anyway
Dont worry Jason, we are not going to buy any of their stuff anyway
References consumer boycott/economic consequences, suggesting economic impact as a form of pressure or support.
@susicanuk
Mar 4, 2025
Canada should look at the Top 10 Shareholders for every publicly listed Canadian corporation... Blackrock, Vanguard, State Street, Citi Group and JPM. What do you think is going to happen?\nThe board of directors will now …
Canada should look at the Top 10 Shareholders for every publicly listed Canadian corporation... Blackrock, Vanguard, State Street, Citi Group and JPM. What do you think is going to happen?\nThe board of directors will now vote to move manufacturing to the USA under the pretext of avoiding Tariffs and protect shareholder value. This will be supported by those shareholders.
Presents a speculative economic analysis about corporate shareholder influence on manufacturing decisions, mixing plausible economic reasoning with unsubstantiated causal claims.
@SonyJimable
Mar 4, 2025
I love oil and gas great job Danielle! Someone has to do something.
I love oil and gas great job Danielle! Someone has to do something.
Expresses support for oil and gas industry focus, framing it as economically necessary action.
@solitarybell2836
Feb 20, 2026
Immigration is obviously a mess, but a big problem like in the U.S is that the immigrants are the only one who do the dirty work or hard jobs that require actual physical work. The …
Immigration is obviously a mess, but a big problem like in the U.S is that the immigrants are the only one who do the dirty work or hard jobs that require actual physical work. The white folk or the citizens born and raised do not want to touch these kind of jobs. But overall canada especially the toronto and surrounding areas has taken a turn for the worse in the past 10-15 years. Also that guy on the bike is one of the dumbest racists who is one of the lazy white folk that complain of other cultures but wont put any effort in improving their own pathetic lives.
Discusses labor market dynamics and job types while making identity-based claims about who performs different work.
hc_2323
Jan 28, 2026
2:00 wait... But he's not completely anti-immigration like I've heard during elections... It's an unfortunate situation but I do agree with him. Immigration is good but you have to keep in mind how many immigrants …
2:00 wait... But he's not completely anti-immigration like I've heard during elections... It's an unfortunate situation but I do agree with him. Immigration is good but you have to keep in mind how many immigrants you can wellcome as a country.
p.s: I'm Romanian
Discusses capacity constraints for immigration and balances acceptance with practical limits, while noting personal identity as Romanian.
purple66666
Feb 11, 2026
As a Canadian, you've just investigated slavery rear it's head in modern times, all to profit Canadian Oligarchs and the investor class! Keep digging here and you'll then see it everywhere. Great stuff, bro!
As a Canadian, you've just investigated slavery rear it's head in modern times, all to profit Canadian Oligarchs and the investor class! Keep digging here and you'll then see it everywhere. Great stuff, bro!
Frames immigration as exploitation of workers by oligarchs and investor class, connecting it to systemic economic inequality and labor abuse.
hobbybike51
Jan 28, 2026
A lot of hellcats out here I love it😂😂 That's the usual sign.. or brand new 2025 vehicles everywhere and no job
A lot of hellcats out here I love it😂😂 That's the usual sign.. or brand new 2025 vehicles everywhere and no job
Uses humor to critique economic conditions—expensive vehicles paired with unemployment—suggesting economic disparity or unsustainable consumption patterns.
joeyDi8764
Jan 27, 2026
Life has no value in Canada. TAX FARM.
Life has no value in Canada. TAX FARM.
Commenter critiques Canada's economic system using metaphor ('tax farm'), suggesting citizens are exploited rather than valued.
allisonwasheree
Feb 17, 2026
We want more……\n MONEY!!!!!
We want more……\n MONEY!!!!!
Demand for increased financial resources, though context is unclear; appears to be economic complaint.
Economic Argument
0.70
@gedfullman2609
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
tRUMP INSULTS AMERICA'S ALLIES & CUSTOMERS. BAD FOR AMERICAN BUSINESS. WHAT PART DOESN'T MAGA GET. YOU/WE WILL ALL LOSE OUR JOBS!!!
tRUMP INSULTS AMERICA'S ALLIES & CUSTOMERS. BAD FOR AMERICAN BUSINESS. WHAT PART DOESN'T MAGA GET. YOU/WE WILL ALL LOSE OUR JOBS!!!
Argues that insulting allies damages American business and jobs, with urgent tone urging recognition of economic consequences.
@prestontucker1687
Mar 4, 2025
No construction, 😮 only drivers .
No construction, 😮 only drivers .
Critiques immigrants' occupational roles, suggesting they lack skilled construction work and only work as drivers.
Economic Argument
0.70
andrebenevides490
Feb 11, 2026
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
AI has taken over most of the jobs in Canada.
AI has taken over most of the jobs in Canada.
The comment makes an economic claim about job displacement, though the assertion about AI is likely exaggerated or false.
therainbow488
Feb 18, 2026
No pain No gain ?\nGo America ?? the little pain will have great Gains.
No pain No gain ?\nGo America ?? the little pain will have great Gains.
Uses economic metaphor ('pain' and 'gains') to justify short-term costs for long-term benefits, framing policy in economic terms.
@oliverzavala6753
Mar 4, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)