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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Policy Critique
5,980 comments
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for a while with Trump in office hoping the next one will continue his fight for his people. Canadians are the one to blame and not this politicians. Elbow up huh??? You really don’t know how Trump trying to save North America and recalibrate it for the goodness of its people living in it.
Blames Canadian voters and progressive policies for national decline, compares Canada unfavorably to the US under Trump.
xcloud777
Aug 25, 2025
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the …
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the far right. The same is playing out in other countries. That is the plan to gain power. Even getting people of the same ethnicity to give legimacy. Like giving testemonials to sell some crap on tv.😂 I am not surprised if people are angry, but they should get the facts, before they do something based on lies.
Criticizes government immigration policy and media narratives as propaganda, calling for transparent documentation of immigrant benefits.
true3d
Aug 25, 2025
How did Canada get like this re cost of living though? This cannot be immigrants fault, has to be blamed on the decisions made by your government. Though immigrants going to your country not having …
How did Canada get like this re cost of living though? This cannot be immigrants fault, has to be blamed on the decisions made by your government. Though immigrants going to your country not having enough money and depending on your food banks helped strain the system
Critiques government economic policy as primary cause of cost-of-living crisis while acknowledging immigrants' strain on social services.
Tshy-2025
Aug 25, 2025
My birth country INDIA has been runited by identity based politics and the same its happening here due to uncontrolled immigration from one group of people. To avoid and to have check and balances we …
My birth country INDIA has been runited by identity based politics and the same its happening here due to uncontrolled immigration from one group of people. To avoid and to have check and balances we need to have Per Country Quota.
Compares Canada to India's identity politics problems and proposes per-country quota policy solution.
Ash-hz7nc
Jun 29, 2025
The refugees get more money than seniors in pension even tho they worked in Canada and played taxes for 40-50 years. That is sad!!! People just walking across the border claming refugees status or silent …
The refugees get more money than seniors in pension even tho they worked in Canada and played taxes for 40-50 years.
That is sad!!! People just walking across the border claming refugees status or silent seekers get money, housing, eyewear. Healthcare for free.
What the f.... is wrong with people running the government .
Criticizes government policy for allegedly providing refugees more benefits than seniors, framed as unfair resource allocation.
user-gm2ih8ro8e
Jun 29, 2025
someone and a lot of people voted for this and look what we have FREE RIDE
someone and a lot of people voted for this and look what we have FREE RIDE
Criticizes voters and government for immigration policy, implying immigrants receive undeserved benefits ('FREE RIDE').
GREEEZY7737
Aug 25, 2025
Shut up Ford you helped break it.?
Shut up Ford you helped break it.?
Commenter criticizes Ford's policy decisions and implicitly calls for accountability or change.
LizBennett-qq4lx
Aug 25, 2025
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
Criticizes government immigration policy as illegitimate and harmful, with underlying fear about national destruction.
speediesthesquirrel
Aug 25, 2025
Why is carnage carney and truedumb letting this happen?
Why is carnage carney and truedumb letting this happen?
Criticizes government leaders for allowing a problematic situation to occur, using derogatory nicknames.
Policy Critique
0.80
tomcross6819
Aug 25, 2025
I like what the immigrant said at 12:45. In previous years, there were Government agencies in place to help immigrants settle, but what I see this time around, I doubt that happened.
I like what the immigrant said at 12:45. In previous years, there were Government agencies in place to help immigrants settle, but what I see this time around, I doubt that happened.
References a video segment and critiques the reduction of government settlement support services for immigrants over time.
nyakanga
Aug 24, 2025
You can count Getting your EI benefit, CPP Benefit and OAS benefit, free Medical..... But when come to Immigration.... You want to Doubt your own Gov't for its Judgement
You can count Getting your EI benefit, CPP Benefit and OAS benefit, free Medical..... But when come to Immigration.... You want to Doubt your own Gov't for its Judgement
Questions government judgment on immigration policy by contrasting it with other social benefits citizens receive.
Policy Critique
0.80
EricDuncan-h6c
Aug 24, 2025
We have too many University graduates in Canada. The country needs basic laborers not people with Masters degrees in Medieval studies.
We have too many University graduates in Canada. The country needs basic laborers not people with Masters degrees in Medieval studies.
Critiques immigration policy for prioritizing educated immigrants over laborers needed for the economy.
fansheetsadmin7278
Jun 21, 2025
The immigration "system" is functioning EXACTLY the way the Liberals want it to. Start there. END Multiculturalism and Bilingual as official Canadian policies. Quebec is unilingual.
The immigration "system" is functioning EXACTLY the way the Liberals want it to. Start there. END Multiculturalism and Bilingual as official Canadian policies. Quebec is unilingual.
Critiques government immigration system and multiculturalism policy while calling for policy reversal.
Joseph-n4c5l
Aug 25, 2025
How about that government suport Canadian financially to and encourage them to bring babies? It would be cheaper for the government to do so and it keeps the fabric of Canada by Canadian themselves rather …
How about that government suport Canadian financially to and encourage them to bring babies? It would be cheaper for the government to do so and it keeps the fabric of Canada by Canadian themselves rather than bring so many immigrants who do not integrate in the society and they come to invade , destroy ,and rob the country and peiple because their religion encourage them to do so.
Proposes alternative policy while expressing fear about immigrant integration and making unsubstantiated claims about religious motivations for crime.
birdi-k5b
Aug 25, 2025
The question is, what is being done now to solve this Liberal made crisis? How much lasting damage will it do to Canada? Is it fixable?
The question is, what is being done now to solve this Liberal made crisis? How much lasting damage will it do to Canada? Is it fixable?
Frames immigration as a 'crisis' caused by Liberal policy and questions government response and long-term damage, combining critique with information-seeking.
Martin-qm2lg
Jun 17, 2025
Only one man to blame. Trudeau
Only one man to blame. Trudeau
Commenter assigns blame to the Prime Minister for Canada's immigration problems, a direct political critique.
Policy Critique
0.80
mannykhan7752
Jul 30, 2025
Canada didn’t break it ..the Liberal Party did.
Canada didn’t break it ..the Liberal Party did.
Attributes immigration problems to Liberal Party policy while implicitly distinguishing 'Canada' from the party responsible.
Kaiser-Soze
Jun 20, 2025
Trudeau wanted a lot of desperate and ignorant voters thus he imported the third world like an evil sack of sh*t.
Trudeau wanted a lot of desperate and ignorant voters thus he imported the third world like an evil sack of sh*t.
Attributes immigration policy to Trudeau's alleged motives (voter manipulation) without evidence, combining critique with unsubstantiated claims.
gtahackerhunter
Jun 20, 2025
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be …
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be so bad if immigrants (not all - I know) didn't bring all their frustrations and anger from their home with them into our society. Currently immigration causes way too much friction and divisivness in Canada. They bring their problems with them They need to solve those issues in their home countries. We don't need those problems to be faught here in our peaceful country.
Critiques immigration policy and wages while asserting Canadian identity and expressing concerns about cultural friction and social division caused by immigration.
Whistlewalk
Apr 14, 2025
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of …
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of unskilled multiple children asylum seekers??? Who now drive brand new cars b3cause trudope pays for their rent the food etc and what do they do ? Door dash skip the dishes drivers they are a drag on society
BUT if u need a home care worker to look after our disabled people u can’t bring in foreigners, those agencies are in dire need of staff but trudope brings in door dash drivers thank god that drama queen resigned in disgrace
Combines personal experience (wife's PR process) with unsubstantiated claims about government subsidies for asylum seekers and criticism of immigration selection criteria.
bradstarcheski7507
Jun 20, 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)