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
Well as an American I want this now you will face reality and stop ripping Americans off
Well as an American I want this now you will face reality and stop ripping Americans off
American commenter frames trade/economic relations as unfair to Americans, asserting national economic interests.
@Mrdick-gn4qg
Mar 4, 2025
No more Tim’s, AW ,wendys , dominos….
No more Tim’s, AW ,wendys , dominos….
References loss of Canadian businesses/jobs, suggesting economic displacement concerns related to immigration.
Bowiedog32111
Jan 28, 2026
So the USA is your closest friend. Most people don’t rip off their closest friends. Canada has engineered a beneficial balance of trade against the USA.
So the USA is your closest friend. Most people don’t rip off their closest friends. Canada has engineered a beneficial balance of trade against the USA.
Discusses trade balance and economic relationships between Canada and USA, analyzing mutual economic interests.
@rosshilton
Mar 4, 2025
America is broke. The end. Pony up ! Thank Biden for that one.
America is broke. The end. Pony up ! Thank Biden for that one.
Claims about America's financial insolvency and blames Biden, presenting an unsubstantiated economic assertion as established fact.
@loromas63
Mar 4, 2025
America is bankrupt and will continue...
America is bankrupt and will continue...
Makes a claim about America's economic status and trajectory, comparing nations implicitly.
@SMFJose
Mar 4, 2025
It’s just gonna bankrupt your country as well
It’s just gonna bankrupt your country as well
Expresses concern about financial consequences and economic collapse from a policy or action.
@JeffWilliams-xs7ho
Mar 4, 2025
FUCK YOU… pay the tariff… I like how they call tariffs a TRADE WAR… we don’t need Canada California has more ppl than Canada!
FUCK YOU… pay the tariff… I like how they call tariffs a TRADE WAR… we don’t need Canada California has more ppl than Canada!
Discusses tariffs and economic trade while comparing Canada's population/importance to California.
@ministerforprofitministerf1671
Mar 4, 2025
Yall are mad because America wants to play fair now, you're an ally not a state womp womp dont be mad when Americans prioritize their needs first. Tarrifs will make the lifes of all Americans …
Yall are mad because America wants to play fair now, you're an ally not a state womp womp dont be mad when Americans prioritize their needs first. Tarrifs will make the lifes of all Americans better in the long run aka less taxes. Our country has been depleted and its time we woroked on ourselves. Prime example California? hole.
Argues that tariffs and prioritizing American economic interests will benefit citizens through reduced taxes and improved conditions.
@Buardo
Mar 4, 2025
I would slap every tariff i could put on america,i would tax any company from canada who moves to america.trump is trash he is the 666.
I would slap every tariff i could put on america,i would tax any company from canada who moves to america.trump is trash he is the 666.
Proposes tariff and tax policies as responses to American trade actions, framed as economic countermeasures, though expressed with inflammatory rhetoric.
@tommybuchanon8141
Mar 4, 2025
everyone wants our money and gets angry when they dont get it, WE ARE IN DEBT. we are trying to solve the debt and not just continually give aid to be people that dont need …
everyone wants our money and gets angry when they dont get it, WE ARE IN DEBT. we are trying to solve the debt and not just continually give aid to be people that dont need it. Work for your own country and help your own country thrive, be independant like the canada you want to be. stop being a leech.
Focuses on Canada's debt and economic constraints as justification for limiting aid, with some us-vs-them framing about dependency.
@brutalistconcrete25
Mar 4, 2025
Most of the world have had enough of Tramp, there is a lot of people around the world who will refuse to purchase American goods from now on and the diplomatic fallout will last for …
Most of the world have had enough of Tramp, there is a lot of people around the world who will refuse to purchase American goods from now on and the diplomatic fallout will last for a couple of terms. Tramp will probably move to put tariffs on goods from the EU and their retaliatory tariffs will result in a 25% increase in the price of everyday products that the American public purchase. If tariffs are imposed on the EU that will mean at least 70% of American goods will have tariffs on them. Tramps next book will be, how to crash an economy within two months of taking office, so much for the art of the deal! This is a really pointless interneine trade war and the collaborator in chief getting cosy with Russia is another example of Tramps deranged priorities.
Analyzes economic consequences of tariffs and trade wars, comparing international economic impacts and predicting price increases.
@markgallagher5908
Mar 4, 2025
Socialism fails when the goober mint and 50% is tax payer dependents
Socialism fails when the goober mint and 50% is tax payer dependents
Critiques economic sustainability of social programs and taxation in relation to government dependency.
InGODweTrust007
Jan 16, 2026
Our farmers are going to find out we get almost all our fertilizer from Canada. ?
Our farmers are going to find out we get almost all our fertilizer from Canada. ?
Raises economic concern about fertilizer dependency on Canada, though the specific claim lacks supporting evidence.
@michaelgonos3165
Mar 4, 2025
Wait until China reacts to tariffs, let’s see them call in their US loans!
Wait until China reacts to tariffs, let’s see them call in their US loans!
Discusses potential economic consequences of tariffs and China's financial leverage over the US.
@gazfish
Mar 4, 2025
At least no ones on fent and welfare🤷♂️🤷♂️
At least no ones on fent and welfare🤷♂️🤷♂️
References welfare dependency and drug use as economic/social concerns about immigrants.
godsman3847
Jan 27, 2026
Imagine you bought real estate there. I would be so pissed
Imagine you bought real estate there. I would be so pissed
Expresses concern about real estate investment and property values being negatively affected by immigration.
dkdkkdks5087
Jan 27, 2026
? Learn your facts! Canada taxes us on tariffs! Now we are doing the same so I guess America is the bad guy ?♂️
? Learn your facts! Canada taxes us on tariffs! Now we are doing the same so I guess America is the bad guy ?♂️
Discusses tariff policy and taxes, comparing Canada and America's approaches to trade.
@NMZIA
Mar 4, 2025
I guess made in the USA cost more in Canada. \n\nThank you Governor Tee
I guess made in the USA cost more in Canada. \n\nThank you Governor Tee
Discusses pricing differences between US and Canada, attributing higher costs to tariffs or trade policy.
Economic Argument
0.75
@joep5885
Mar 4, 2025
Damn maple syrup already is expensive enough
Damn maple syrup already is expensive enough
References rising costs of maple syrup as an economic concern, with a light humorous tone about inflation.
@valkyrie2327
Mar 4, 2025
We all got to pay this price inflation ??
We all got to pay this price inflation ??
Raises concern about inflation costs affecting citizens, framed as a question.
@lilliantorres112
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
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Solidarity
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Tyler Oliveira
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JamCan
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Policy Critique
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Humor / Satire
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Fear / Threat
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1,332
RocaNews
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Toronto Sun
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Meta-Commentary
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CTV News
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Unverified Claim
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RocaNews
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Yoke Immigration Canada
203
JamCan
152
Moral Argument
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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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