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
Policy Critique
5,980 comments
damn I just want a repectable constitution loving president, sensible.
damn I just want a repectable constitution loving president, sensible.
Expresses desire for constitutional leadership and sensible governance without endorsing any specific figure.
@Drangorooq27
Mar 4, 2025
The members of the U.S.Congress know exactly what there doing along with crooked President Trump....its a money grab thats all it is,these tariffs will only hurt American tax payers period,dont think for one minute that …
The members of the U.S.Congress know exactly what there doing along with crooked President Trump....its a money grab thats all it is,these tariffs will only hurt American tax payers period,dont think for one minute that these crooked politicians arent in cahoots with these companies and Trump that will also profit from this off the backs of the American people and yes i know the American companies are responsible for paying the tariffs hence the increse passed on to the American people....These people that holds these offices are not in office to serve you,thats why they all leave office multi millionaires,i know it and they know it and maybe one day just maybe the average American citizen will realize this too.⏳⚖️???.
Critiques tariff policy and political corruption with unsubstantiated claims about politicians profiting from tariffs and corporate collusion.
@deepsea637
Mar 4, 2025
Get my money back from Ukraine while you’re at it.
Get my money back from Ukraine while you’re at it.
Sarcastic criticism of government priorities, implying misallocation of resources between immigration and foreign aid.
Policy Critique
0.72
AM-my3jk
Feb 18, 2026
Canada believed Leftist Liars, until it was too late... eh? Hosers?😮
Canada believed Leftist Liars, until it was too late... eh? Hosers?😮
Blames left-wing political ideology for immigration policy failures, with ironic tone and Canadian cultural reference.
CatsThinkMyNameIsClaude
Jun 20, 2025
The "racist" rhetoric is ideological. It's not meant to make sense.
The "racist" rhetoric is ideological. It's not meant to make sense.
Critiques the use of 'racist' rhetoric in immigration discourse as ideologically motivated rather than substantive.
lisaclark6134
Feb 26, 2026
If Carney wasn’t happy with her performance she’d be fired!
If Carney wasn’t happy with her performance she’d be fired!
Critiques government accountability, implying a minister's poor performance should result in dismissal.
Policy Critique
0.72
BobSkaftfeld-h6x
Feb 26, 2026
Why are they all being put thur because all the government workers are working from home and don’t want this refugee claimants at their homes to meet them. Just put them thur.
Why are they all being put thur because all the government workers are working from home and don’t want this refugee claimants at their homes to meet them. Just put them thur.
Speculative criticism of refugee placement policy based on unsubstantiated claims about government worker behavior.
ScottWilliams-i9u
Feb 27, 2026
Heres another clown... Trudeau is just like Zelensky... typical idiot...
Heres another clown... Trudeau is just like Zelensky... typical idiot...
Dismissive criticism of political leadership using derogatory language ('clown,' 'idiot'), comparing leaders negatively.
@JoshuaBelarmino
Mar 4, 2025
As someone with no political preferences and hate both left and right Ive observed that the left dont seem to ever eem answer a question with an answer that makes sense in relation to the …
As someone with no political preferences and hate both left and right Ive observed that the left dont seem to ever eem answer a question with an answer that makes sense in relation to the initial question. Rarely you'd see that on the right.
Critiques how political actors (the left) respond to questions about policy, suggesting inadequate or evasive answers.
protoeuropean9012
Sep 29, 2025
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 …
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 million or more infiltration that too with no valid Visa or passport. Just imagine what Canada should be numbered in Democracy list before Syria , Pakistan probably . That is what it should be placed ! India has multiple churches which also involved in mass conversion illigally but still India has maintained Democracy. What about Indian people question you same. Why church is here for !?
We don't denied Democratic right and constitutional rights. Same like Indian has rightfully constructed Temple . Its thier Democratic right .
Besides Canada always support terrorist and Khalisthani separatists elements. (What if India harbour same set of people who will support free Ontario form canada. Will you accept it !?) This is the question that is been asked by journalist to your foreign secretary.He was silent
Critiques Canadian immigration policy and governance while comparing to India, mixing factual critique with unsubstantiated claims about infiltration.
JyotirmoyMallickPhysics
Feb 28, 2026
The world knew this was coming and did nothing to protect their citizens and businesses from any of this. Everyone is retaliating and fist waving American citizens at the bad time we will have as …
The world knew this was coming and did nothing to protect their citizens and businesses from any of this. Everyone is retaliating and fist waving American citizens at the bad time we will have as a result. You can miss me with the fear mongering. Everyone is trying to take advantage of the U.S citizen and using the president as an excuse.
Criticizes government inaction and policy response while expressing concern about economic retaliation, though the comment is somewhat unclear in its specific targets.
@vazaruspaytonas
Mar 4, 2025
And nothing being done
And nothing being done
Brief criticism that government action is insufficient regarding the immigration issue discussed in the video.
Policy Critique
0.72
keiths5757
Jan 27, 2026
Canadians hates that Liberal EX leader for craping the economy and Frozen bank accounts of peaceful Truckers Freedom Convoy.
Canadians hates that Liberal EX leader for craping the economy and Frozen bank accounts of peaceful Truckers Freedom Convoy.
Criticizes Liberal leadership for economic mismanagement and controversial actions (bank account freezing), expressing Canadian grievance.
@jacqueslamontagne5302
Mar 4, 2025
TRUDEAU IS A DICTATOR!!!
TRUDEAU IS A DICTATOR!!!
Characterizes Trudeau as a dictator, combining authoritarian critique with alarmist framing.
@Mike-px8rc
Mar 4, 2025
Fraud has always existed, granted it is getting worse! Yet, is it our internet awareness or the actual problem? Or is it how we classify what is fraud? Both sides have accountability here... ;-)
Fraud has always existed, granted it is getting worse! Yet, is it our internet awareness or the actual problem? Or is it how we classify what is fraud? Both sides have accountability here... ;-)
Questions whether fraud is worsening or merely more visible, and argues both institutions and society share accountability in defining and addressing it.
terryjones7299
Feb 17, 2026
Trudeau is swimmin in the Peoples Money he only cares for his DONNORS
Trudeau is swimmin in the Peoples Money he only cares for his DONNORS
Criticizes Trudeau's financial priorities and makes unverified claims about donor influence.
@CookedSociety
Mar 4, 2025
Get lost justin Tradeau. He is khalistan separatist supporting PM of canada. He is a failed leader who has ruined Canadian economy and unable to handle housing crisis and inflation
Get lost justin Tradeau. He is khalistan separatist supporting PM of canada. He is a failed leader who has ruined Canadian economy and unable to handle housing crisis and inflation
Criticizes Trudeau's handling of economy, housing, and inflation while making an unsubstantiated claim about Khalistan separatism support.
@princesaable
Mar 4, 2025
Our Congress SITS ON ITS HANDS OVER FAKE ISSUES ABOUT FENTENAL COMING TO USA. Trump wants USA to become BRICS.
Our Congress SITS ON ITS HANDS OVER FAKE ISSUES ABOUT FENTENAL COMING TO USA. Trump wants USA to become BRICS.
Criticizes government inaction on policy issues while making an unsubstantiated claim about Trump and BRICS.
@donnahougenesq7302
Mar 4, 2025
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two …
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two provinces/states - Punjab and Gujarat. From Punjab - Most of the population who migrates to Canada are villagers. They are notoriously famous in Punjab cities as well for creating trouble. They have no civic sense, always getting involved in illegal stuff, some use drugs, no etiquettes, poor hygiene and very arrogant sometimes. Another thing, Canadian government over the years stopped taking in-person interviews and got lenient with rules for gaining a visa especially for students which doesn't make sense and one should be catious so of what kind of people they are letting in their country. This leads to letting in a bunch of wrong people who are already a troublemaker in Punjab and then represents a bad of side of Indians. A side note - Every Indian province is very very different and not all people are same in India.
It's definitely a shit situation which shows Canadian government definitely needed a better way to handle immigration. A lot of international students has been exploited by the system as well if you get to know from there point of view as well.
Seeing the thumbnail and title of this video shows what kind of a person Tyler is. Without a proper research and understanding, he just made a video to appease people who hates on Indians. Title says Invasion, is he for real? I see way more Chinese immigrants here in Canada than any other nationality. Punjabi Indians are to be blamed as for creating a bad picture for themselves but hating on whole country without knowing them feels prejudiced.
I hope whoever is reading to really open their eyes and understands that this is a government failure for not having strict rules and regulations. Indians have been immigrating to Canada for more than 100 years but you see them as a problem now due to last 8 years of bad decisions.
Last thing, you see more Indians in Tim Hortons and mock them, is that a bad thing on loving and supporting a Canadian brand? Definitely poor english speaking employees is a problem, but that is a management issue. You don't like it, have a word with the Manager if they don't act on it, then I guess they don't really care for your opinion. Its on you now whether you want your coffee or better english 😂
Critiques Canadian immigration vetting processes while making broad stereotypical claims about Indian regional populations and accusing video creator of bias.
Lucifer-1006
Feb 20, 2026
I agree many things, but not agreeing to “ not paying tax”, “not working hard” & “just cross the border illegally”, most new Brampton residents pay high taxes as most work at jobs and payroll …
I agree many things, but not agreeing to “ not paying tax”, “not working hard” & “just cross the border illegally”, most new Brampton residents pay high taxes as most work at jobs and payroll money comes after tax. Maybe minor fraction like (0.01%) might be working in cash not paying tax. It’s just their frustration speaking. Almost all Indian immigrants are not refugee that they come free to Canada and live in hotels for free. Indian immigrants are economic immigrants, who came here legally with investing big money and working in country and giving back. Most people in this video are confusing refugee with Indian immigrants. Indian immigrants don’t get any extra benefits than any other Canadians, even gets less or exploited by locals…
Defends Indian immigrants against stereotypes with specific claims about tax payment and legal status, while critiquing conflation of refugee and economic immigrant categories.
youtubeprime-r2t
Nov 25, 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)