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
its crazy how corpos only hire indians and indians also only hire indians but if a canadian would only hire white people he would land in prison there are less and less jobs for canadians
its crazy how corpos only hire indians and indians also only hire indians but if a canadian would only hire white people he would land in prison
there are less and less jobs for canadians
Claims about hiring discrimination and job scarcity for Canadians, mixing anecdotal observation with unsubstantiated generalizations about employment patterns.
bernddasbrot7244
Jan 27, 2026
From Kentucky... These tariffs are a lose-lose situation all around for everyone. And.when you mess with my state's bourbon industry, Trump, then you'll be persona non grata here in the Bluegrass State.
From Kentucky... These tariffs are a lose-lose situation all around for everyone. And.when you mess with my state's bourbon industry, Trump, then you'll be persona non grata here in the Bluegrass State.
Discusses economic impact of tariffs on specific industries while implicitly calling for political consequences against Trump.
@TiggerToo27
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
Hire skills not culture.
Hire skills not culture.
Advocates for merit-based immigration selection focused on skills rather than cultural considerations.
Economic Argument
0.82
elindil9303
Feb 13, 2026
Well maybe Trump needs to raise the tariffs up to 50%. Since 25% only makes us even with the tariffs you charge us
Well maybe Trump needs to raise the tariffs up to 50%. Since 25% only makes us even with the tariffs you charge us
Discusses tariff rates and economic parity between nations in response to trade policy.
Economic Argument
0.82
@Edward-r2u9c
Mar 4, 2025
As an IT professional , I can say that all American programmers are thrown away from the market because of Indians. Some of them are good , some are really bad, but what I noticed... …
As an IT professional , I can say that all American programmers are thrown away from the market because of Indians. Some of them are good , some are really bad, but what I noticed... they have a common fearure...they lie constantly about their education and experience. When you are interviewing an Indian IT person , they know everything, according to their answers... but it is a lie.
Claims professional experience to argue Indian IT workers displace Americans and engage in credential fraud, mixing anecdotal narrative with economic impact claims.
direstraitspaws301
Jan 28, 2026
Sorry, they don't bring anything, they only hire their own, rent to their own etx.. the new batch is even worse,they dont integrate whatsoever, English not a chance!! They take all min wage jobs etc …
Sorry, they don't bring anything, they only hire their own, rent to their own etx.. the new batch is even worse,they dont integrate whatsoever, English not a chance!! They take all min wage jobs etc Canada Imports da 3rd, become da 💩 world!!
Criticizes immigrants for hiring/renting within their communities and taking low-wage jobs, framed as economic harm to Canadians.
Fletchlives247
Jan 27, 2026
So what it's costing taxpayers...what do you think gov't support of border hopping migrants, immigrants, and south asian business owners abusing the temp foreign worker program and milking it is doing...it's costing taxpayers a lot …
So what it's costing taxpayers...what do you think gov't support of border hopping migrants, immigrants, and south asian business owners abusing the temp foreign worker program and milking it is doing...it's costing taxpayers a lot more than these deportations. Let's ramp up the deportations, let's ramp up stripping citizenship from new canadians convicted of federal crimes....
Argues that immigration and TFW program costs exceed deportation costs, calling for increased deportations and citizenship revocation as fiscal solutions.
pixelpop9365
Dec 30, 2025
I think there are many in this Country that are presently quite deluded. Here in BC they interviewed people on the News about what they thought was "important" and some said "Arts & Culture" and …
I think there are many in this Country that are presently quite deluded. Here in BC they interviewed people on the News about what they thought was "important" and some said "Arts & Culture" and others said "Climate change" and another said " education"! But NO, NO the MOST Important is THE COST OF HOUSING & GROCERIES! 😢 WHEN are the AIRHEADS GOING TO WAKE UP???!!!
Criticizes public priorities, arguing housing and groceries costs are the most important issue, with implicit call for political attention.
karen406
Feb 17, 2026
Close the borders. Nobody seems to be employing canadians under 24 anymore
Close the borders. Nobody seems to be employing canadians under 24 anymore
Commenter links border policy to employment outcomes for young Canadians, framing immigration as economically harmful to domestic job prospects.
googleuser9009
Aug 2, 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
Immigration is a thing, and we’re soft on it. Some have disabled family members and that’s why they come here. Ok. But there has to be balance. Not a burden on my kids backs, like …
Immigration is a thing, and we’re soft on it. Some have disabled family members and that’s why they come here. Ok. But there has to be balance. Not a burden on my kids backs, like economic slaves.
Expresses concern about immigration's economic burden on future generations, framing immigrants as a fiscal liability despite acknowledging legitimate reasons for immigration.
Greendreams3838
Feb 27, 2026
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
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
Groceries are expensive enough as is. This is going to ruin the economy.
Groceries are expensive enough as is. This is going to ruin the economy.
Expresses concern about economic impact (grocery prices, economy) related to trade policy.
Mar 4, 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
After covid 19 and lax immigration laws opened the flood gates of Indians to come in and what they did? Start buying houses making the prices reach unattainable levels now for any native. On top …
After covid 19 and lax immigration laws opened the flood gates of Indians to come in and what they did? Start buying houses making the prices reach unattainable levels now for any native. On top of that who's on every single job now? Well now it's literally impossible to get a job anywhere. Cost of food? Oh yeah it rose 2 folds. Quality of living? Well that dropped 2 folds too.
Attributes housing costs, job scarcity, and inflation to Indian immigration with unsubstantiated causal claims, blending economic grievance with demographic anxiety.
DEEN-E-ISLAM-Tawheed
Feb 24, 2026
How can this be good for America? I am not buying it. The tariffs I mean, the speech was excellent! :)
How can this be good for America? I am not buying it. The tariffs I mean, the speech was excellent! :)
Expresses skepticism about tariffs' economic impact while praising the speech itself, focusing on economic policy concerns.
@karlis6235
Mar 4, 2025
That’s not near enough.. we need 500k for a couple years and maybe we won’t be considered Canindia, why is everyone worried about these people that should not be here, you see companies that hire …
That’s not near enough.. we need 500k for a couple years and maybe we won’t be considered Canindia, why is everyone worried about these people that should not be here, you see companies that hire only Indians from India, why is this you ask? subsidize workers? Tim Hortons, Knows. Brampton is now India. I am myself and my tradesmen and I’m disgusted with the amount of taxes that we all pay to subsidize the open border we have in this country. Why? Are we shipping in people that are just gonna get on welfare and provide nothing to this country why is our government still promoting our healthcare system and other countries in order to get people here for some reason our government is selling this country down the drain for some kind of political gain. Well, it’s all financial game but at some point it has to stop. We are the next UK.
Focuses on economic impacts (wages, subsidies, taxes, welfare) while making unverified claims about hiring practices and demographic change.
chrisalcorn4659
Jan 1, 2026
How dumb ! He’s going to impose tariffs so the Canadians pay for it! ???
How dumb ! He’s going to impose tariffs so the Canadians pay for it! ???
Criticizes tariff policy for its economic impact on Canadian consumers.
@Blackwolf-2-l3
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)