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
This whole video is bullshit. We needed the workers. They were on temporary for work permits those permits all expire this year… Where have we been the last two years complaining about it. Now the …
This whole video is bullshit. We needed the workers. They were on temporary for work permits those permits all expire this year… Where have we been the last two years complaining about it. Now the issues going to be fixed… Wow, a little late to the party aren’t you?😂😂😂
Critiques the timing and framing of immigration concerns, noting that temporary work permits were always expiring and the issue is being addressed late.
Politicalmum
Jan 29, 2026
Be careful in Canada. When you said "I bought a knife to protect myself". That might have been instant jail time. You have no legal right to defend yourself in Canada.
Be careful in Canada. When you said "I bought a knife to protect myself". That might have been instant jail time. You have no legal right to defend yourself in Canada.
Critiques Canadian self-defense laws as overly restrictive, framed as a warning about legal risks.
pankdwa
Jan 28, 2026
Crazy to see tyler close to home but its a serious issue we have in Ontario we have to acknowledge this and shove it in the liberal governments face or nothing will change
Crazy to see tyler close to home but its a serious issue we have in Ontario we have to acknowledge this and shove it in the liberal governments face or nothing will change
Criticizes Ontario's government handling of immigration issues and calls for public pressure to force policy change.
DanielGTR32
Jan 28, 2026
Min 7:40. The guy working in bakery, i like those types of immagrants. Follow the law. Intergrate with canada.....its that simple!!!
Min 7:40. The guy working in bakery, i like those types of immagrants. Follow the law. Intergrate with canada.....its that simple!!!
Expresses approval for immigrants who follow laws and integrate, implicitly critiquing those who don't, with an us-vs-them framing.
JIGWIGPIG
Jan 27, 2026
Wow, What a 'hot take'. 🙄There are assholes everywhere - So when the country increases immigration massively, Canada will see an influx of both amazing people AND assholes. Reducing it to a race issue is …
Wow, What a 'hot take'. 🙄There are assholes everywhere - So when the country increases immigration massively, Canada will see an influx of both amazing people AND assholes. Reducing it to a race issue is so reductive and incredibly ignorant. This is a complex issue - most communities are suffering from a lack of infrastructure and planning with the sudden mass immigration that's happened. Let me also remind you - Canada is a MULTICULTURAL country, with most of it being TREATY LAND. Which means that at one point, us or our ancestors were the assholes who came here and didn't assimilate. If you're not ready to have some grace and embrace people individually, feel free to move down to that melting pot you're so fond of.
Critiques immigration policy implementation and infrastructure planning while invoking historical context and moral principles about assimilation.
Na_Zdravi
Jan 29, 2026
Yes, the numbers suggest we had a lot of indian students here 2023-2024. Those numbers have declined massively in 2025-26. Things don't change overnight, but things are getting fixed slowly.
Yes, the numbers suggest we had a lot of indian students here 2023-2024. Those numbers have declined massively in 2025-26. Things don't change overnight, but things are getting fixed slowly.
Comment references statistical data on Indian student enrollment and suggests government policy changes are addressing the issue, engaging in policy analysis.
Policy Critique
0.80
bob_cables
Jan 28, 2026
Not really an invasion if the gov allows and caters to them.
Not really an invasion if the gov allows and caters to them.
Critiques government policy by arguing that immigration is enabled and supported by government action rather than being an external 'invasion'.
Policy Critique
0.80
stk3705
Jan 28, 2026
Hey btw you cant have a knife in canada for the sole purpose of self defense. Always say you use ut as a tool. Never self defense you will get in trouble. And even if …
Hey btw you cant have a knife in canada for the sole purpose of self defense. Always say you use ut as a tool. Never self defense you will get in trouble. And even if you are attacked and use the knife you will still likely go to jail. Welcome to Canada 😅
Critiques Canadian self-defense laws as overly restrictive and unfair, offering practical advice while expressing skepticism about legal protections.
fghthfyrtht-bo2yh
Jan 28, 2026
Я отношу себя скорее к правым но у меня есть немного другое мнение. Тк мне нравится экзотическая культура разных народов я даже вижу что то прикольное и интересное в этих элементах индуистской культуры как например …
Я отношу себя скорее к правым но у меня есть немного другое мнение. Тк мне нравится экзотическая культура разных народов я даже вижу что то прикольное и интересное в этих элементах индуистской культуры как например эти статуи ханумана и шивы. Но я считаю что их культура должна плавно вливатся в западную культуру и не доминировать над ней а становится элементом эклектики. И при этом я считаю что они не должны привозить негативные черты своей культуры в западные страны. Например я не против индуистских храмов и архитектуры и кухни но я против грязных улиц, криминала и сумасшедшего вождения. это они должны оставить у себя в странах 3 мира а не привозить с собой на запад
Argues for controlled cultural integration rather than cultural dominance, critiquing immigration policy while claiming right-wing perspective but nuanced position.
далекий_ор
Jan 28, 2026
CanaDUH is so r€t@rded that they let their TDS effect their voting. They earned the take over by electing Carney. Voting has consequences Canucks
CanaDUH is so r€t@rded that they let their TDS effect their voting. They earned the take over by electing Carney. Voting has consequences Canucks
Criticizes Canadian voters and government policy decisions, warning of consequences.
LucasJackson_37
Jan 27, 2026
This makes me question all of his videos. Its a lovely place to raise a family. Things got worse in covid with mass immigration. But this is selective journalism. Canada needs immigration, it's its refugee …
This makes me question all of his videos. Its a lovely place to raise a family. Things got worse in covid with mass immigration. But this is selective journalism. Canada needs immigration, it's its refugee and asylum seekers who are a liability. Also as a sikh Indo Canadian. I couldnt care less about Khalistan.
Critiques selective journalism and distinguishes between immigration and asylum seekers as policy categories, with personal identity context.
GurloveKahlon
Jan 28, 2026
Bottom line is Liberal government has allowed these mess of people in Country of Canada. Why does it keep happening?. We need immigration when its needed. The laws need to be enforced for everyone.
Bottom line is Liberal government has allowed these mess of people in Country of Canada. Why does it keep happening?. We need immigration when its needed. The laws need to be enforced for everyone.
Criticizes government immigration policy and enforcement while expressing concern about uncontrolled immigration.
rich-w7y
Jan 28, 2026
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
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
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
2:57 this is how you know a liberal leader = pure destruction of a culture and country. Even the Indians think there’s too many Indians in Canada.
2:57 this is how you know a liberal leader = pure destruction of a culture and country. Even the Indians think there’s too many Indians in Canada.
Blames liberal leadership for cultural/national destruction and references demographic concerns about Indian immigration.
Kian.310
Jan 28, 2026
Most other Canadians I know are sick and tired of immigration, specifically from India. Our federal government is insanely corrupt, and this needs to stop. I'm hearing more support for reverse immigration everywhere. Time to …
Most other Canadians I know are sick and tired of immigration, specifically from India. Our federal government is insanely corrupt, and this needs to stop. I'm hearing more support for reverse immigration everywhere. Time to start sending the invaders home
Critiques government immigration policy while calling for deportation and framing immigrants as invaders.
elduderino3768
Jan 28, 2026
Please research the FAKE trucking schools and inept semi drivers who are killing and maiming people on a regular basis. Humboldt Broncos accident in Saskatchewan, case in point. A company of two people, the boss …
Please research the FAKE trucking schools and inept semi drivers who are killing and maiming people on a regular basis. Humboldt Broncos accident in Saskatchewan, case in point. A company of two people, the boss who “trained” him, and the driver, who blew past a gigantic stop sign that was visible half a mile away because he was worried that “the tarp was flapping” on his load.
Criticizes inadequate regulation of trucking schools and driver training standards, citing a fatal accident as evidence of systemic failure.
Mrs.LadeyBug
Jan 28, 2026
They have a massive country why don’t they fix their country before jumping ship and making everywhere else where they left. It’s not racist or xenophobic to ask why people would rather make a new …
They have a massive country why don’t they fix their country before jumping ship and making everywhere else where they left. It’s not racist or xenophobic to ask why people would rather make a new country into their home country as opposed to fixing their problems at home.
Critiques immigration policy by questioning why people immigrate rather than fix home countries, framed as a legitimate policy question.
NikolasSerpanos
Jan 28, 2026
All the Liberal governments fault, yet everybody voted Liberal again…
All the Liberal governments fault, yet everybody voted Liberal again…
Blames Liberal government policy while critiquing voter behavior, implying need for political change.
dpkts
Jan 27, 2026
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)