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
This is a very biased interview. Of course the refugee lawyer is going to cry about Canada deporting fake refugees because its bad for her business.😅 There are over 250,000 people awaiting refugee claims because …
This is a very biased interview. Of course the refugee lawyer is going to cry about Canada deporting fake refugees because its bad for her business.😅 There are over 250,000 people awaiting refugee claims because a lot of people, like former international students and foreign workers, think they scam the system to get PR.
Criticizes interview bias and refugee lawyer motives, with unverified claim about 250,000 pending claims and system gaming.
billnye4213
Dec 27, 2025
No offence to the amazing Indian people, as a Canadian I find the majority very helpful and good for our country. However, things changed 2015- onwards- there are large scam companies now that bring unqualified …
No offence to the amazing Indian people, as a Canadian I find the majority very helpful and good for our country. However, things changed 2015- onwards- there are large scam companies now that bring unqualified people by taking money from them and creating fake student permits for them. The issue with that is that these people are OK with subpar living standards and offer their services for less than minimum wage and this creates a shadow/ cash-based economy where taxes go unreported and quality of life does not improve. This is not good for anyone- not the Canadians and older immigrants who lose jobs to these people and must pay higher taxes to maintain the infrastructure needed for a larger population. Not to mention how these new immigrants are a bit uncultured and almost like the "red-necks" of India- they throw garbage around, do not learn English, never make friendships with other races/ethnicities.
Critiques immigration policy by detailing concerns about fraudulent permits, wage suppression, and cultural integration while citing economic and labor market impacts.
rihanajan9798
Jan 26, 2026
Gotta be careful defending yourself in Canada Tyler. Canadians aren’t allowed to carry weapons of any kind for defence be it mace, knives, batons, brass knuckles and definitely not guns. It’s even illegally to wear …
Gotta be careful defending yourself in Canada Tyler. Canadians aren’t allowed to carry weapons of any kind for defence be it mace, knives, batons, brass knuckles and definitely not guns. It’s even illegally to wear stab proof or bullet proof vests without being law enforcement or security guards while working only. A real shame considering the crime rates in major cities and isolated towns.
The comment critiques Canadian weapons and self-defense laws as overly restrictive, linking them to crime concerns.
explorewestcoast
Jan 28, 2026
While I am going to financially suffer from this, I want to see our country start new deals with Europe and Asia. Until tRump is gone and ALL of his minions have left office, I …
While I am going to financially suffer from this, I want to see our country start new deals with Europe and Asia. Until tRump is gone and ALL of his minions have left office, I don't want to see any deals with the US. \nWe knew Trump wanted to destroy Canada financially. This was NOT about fentynal.\nWe have enough wood, enough oil, and enough resources to establish good relationships around the world. And sustain fellow Canadians.
Combines personal economic impact disclosure with criticism of US trade policy and advocacy for alternative international partnerships.
@dvk7277
Mar 4, 2025
Now do one on the government they are letting all of them in 😭😭
Now do one on the government they are letting all of them in 😭😭
Criticizes government immigration policy as too permissive, implicitly calling for stricter controls.
AsherSimpson-k3k
Jan 28, 2026
They are giving PR to Immigrants and another side layoff federal workers..... its like taking food from your own baby and bring other's children to your home and feed them
They are giving PR to Immigrants and another side layoff federal workers.....
its like taking food from your own baby and bring other's children to your home and feed them
Critiques contradictory policies (PR grants vs. worker layoffs) using metaphor of neglecting citizens for immigrants.
valuegaptrader7243
Jan 22, 2026
What is the message here? This guy has a conflict of interest.We don’t need more immigrants. We have large numbers of unemployed or under employed young Canadians who can do the work. A immigration moratorium …
What is the message here? This guy has a conflict of interest.We don’t need more immigrants. We have large numbers of unemployed or under employed young Canadians who can do the work. A immigration moratorium is required until the country gets its’s financial house in order.
Argues for an immigration moratorium based on economic concerns about unemployment and fiscal priorities, with meta-commentary on guest bias.
TruthSeeker-t7q
Jan 19, 2026
This is actually supposed to fix since Covid😒 now it’s too late
This is actually supposed to fix since Covid😒 now it’s too late
Critiques government's failure to implement promised immigration policy changes since the COVID-19 pandemic.
Policy Critique
0.80
Chocopie0078
Jan 20, 2026
the better move would have been only to put tariff only on the products which canada has in-house production
the better move would have been only to put tariff only on the products which canada has in-house production
Proposes an alternative tariff strategy focused on domestic production capacity, critiquing the current approach as suboptimal.
Policy Critique
0.80
@pranoysarkar6215
Mar 4, 2025
Is it problem with Indians in Canada or the Canadian politicians empowering this. Trudeau along with the his Sikh partner 😂
Is it problem with Indians in Canada or the Canadian politicians empowering this.
Trudeau along with the his Sikh partner 😂
Questions whether immigration problems stem from specific ethnic groups or government policy, with sarcastic reference to political leaders.
LL-y5k
Jan 28, 2026
18000 that's it your wired backwards needs to be atleast 5 million
18000 that's it your wired backwards needs to be atleast 5 million
Criticizes the deportation number as insufficient, arguing for dramatically higher targets as policy correction.
Policy Critique
0.80
robertjenkins8645
Dec 27, 2025
People who make false refugee claim should be forced to pay for the who cost.
People who make false refugee claim should be forced to pay for the who cost.
Proposes a policy change requiring false refugee claimants to bear financial costs, critiquing current system accountability.
Policy Critique
0.80
kam-j9s
Dec 24, 2025
Vet people VERY VERY, STRINGENTLY. Deport criminals, and non tax payers. Go after the GANGS. Jail or deport. Huge numbers of Americans are trying to get in as well. Their democracy has failed. We must …
Vet people VERY VERY, STRINGENTLY.
Deport criminals, and non tax payers. Go after the GANGS.
Jail or deport.
Huge numbers of Americans are trying to get in as well.
Their democracy has failed.
We must save our own country.
Demands stricter vetting and deportation policies while calling for action against gangs and non-taxpayers, with comparative framing about Americans.
Democracyatstake2025
Dec 27, 2025
It's to late liberals government has completely destroyed Canada more taxe money just throwing it away
It's to late liberals government has completely destroyed Canada more taxe money just throwing it away
Criticizes government spending and policy effectiveness while invoking economic concerns about tax money allocation.
leonardgoguen4194
Dec 27, 2025
Americans do not want this. ? Our idiot president needs to go
Americans do not want this. ? Our idiot president needs to go
Criticizes the current U.S. president and implies need for political change, with a call for removal from office.
@pataygorms1
Mar 4, 2025
So where the Hell is Congress or the Supreme Court ??Let me get this straight we ONLY have ONE Branch of government now???? A KING????So the constitution has been burned?? How is he able to …
So where the Hell is Congress or the Supreme Court ??Let me get this straight we ONLY have ONE Branch of government now???? A KING????So the constitution has been burned?? How is he able to do this unchallenged?????
Expresses concern about governmental checks and balances being undermined, framed as both policy critique and existential threat.
@ToniCarr-h6e
Mar 4, 2025
18000 is a joke. The Liberals are destroying our country with their Liberal numbers. WTF.
18000 is a joke. The Liberals are destroying our country with their Liberal numbers. WTF.
Criticizes government immigration numbers and party policy while framing it as national harm.
BarbGagnier
Dec 25, 2025
Wow....absolutely pathetic individuals who are employed/paid with our tax dollars to govern immigration related issues presented here..and they dont know....f*#ing pathetic
Wow....absolutely pathetic individuals who are employed/paid with our tax dollars to govern immigration related issues presented here..and they dont know....f*#ing pathetic
Criticizes government officials and immigration governance as incompetent and wasteful of taxpayer money.
Policy Critique
0.80
Jarajenn3
Dec 23, 2025
Trudeau is lying, thief and liar. Canadians don’t like him. Is he carrying a mirror? He loves himself. You ate a liar. You bankrupted Canada. I have a lot of relatives there throughout Canada. You …
Trudeau is lying, thief and liar. Canadians don’t like him. Is he carrying a mirror? He loves himself. You ate a liar. You bankrupted Canada. I have a lot of relatives there throughout Canada. You were told by millions of Canadians to step down. \nWe Americans have zero respect for Trudeau. Trudeau loves attention! Go sit down, asshole. God bless our President Trump! \nYour border is better because of President Trump, you moron!\nYou are lying. \nYou are a butt kisser, Trudeau… you are taking credit for President Trumps accomplishments. What a clown. But then you are right up CNNs alley. \nYour lies are incredible. \nLie after lie after lie. You could care less about Canadians! Trudeau is a LIAR. This is my opinion based on fact.
Extensive criticism of Trudeau's policies and character, with assertions of Canadian and American public opinion against him.
@LorettaBrail
Mar 4, 2025
Thanks to the Canadian Government. They should be ashamed of themselves.
Thanks to the Canadian Government. They should be ashamed of themselves.
Expresses criticism of Canadian Government policy decisions regarding immigration, with moral disapproval implied.
Policy Critique
0.80
D37fit
Dec 14, 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)