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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Unverified Claim
3,221 comments
So true the crime rate is up and disorganization in the cities.
So true the crime rate is up and disorganization in the cities.
Asserts specific factual claims about rising crime rates and urban disorganization without evidence or sources.
Unverified Claim
0.75
nyakanga
Oct 26, 2025
The older whites in Brampton seem to be blaming others because they failed in life. Anyone in Brampton knows a lot of the whites are on drugs in the downtown area. People started getting annoyed …
The older whites in Brampton seem to be blaming others because they failed in life. Anyone in Brampton knows a lot of the whites are on drugs in the downtown area. People started getting annoyed about Brampton when the international student boom happened. This is different from families settling or people starting families. Young students who are basically poor and desperate take up all the jobs and they pack so much into one house. Indian international students have ruined Indian reputation in Canada. Indians figured how to game the system and flood Canada better than other nationalities. And it’s true they do not integrate. They leave their land and come to a place where it’s just like home. Where they can live work, and go to school and not interact with any other race, ethnicity probably can go weeks without speaking English. Chinese have similar places like this but they’re not frowned upon.
Makes specific factual claims about international students 'gaming the system,' Indian students ruining reputation, and lack of integration without evidence, while also expressing demographic and cultural anxiety.
asanteakan70
Sep 19, 2025
The man says Indians abuse every system this country offers them. In Australia and In America the White Australian Building Engineers and Building Certifiers make up false pass Building Passes and about 50% of the …
The man says Indians abuse every system this country offers them. In Australia and In America the White Australian Building Engineers and Building Certifiers make up false pass Building Passes and about 50% of the Domestic housing apartment and houses have mild and severe building faults, so isn't that ABUSE by White Fellars and there's nothing the home owner can do because legal and Court costs are so so expensive
Makes a specific factual claim ('50% of domestic housing has building faults') without evidence, while using comparative framing to deflect criticism of one group onto another.
lances1457
Oct 15, 2025
Go to your local McDonald's or Tim Hortons, you will find a bunch of them.
Go to your local McDonald's or Tim Hortons, you will find a bunch of them.
Makes an unsubstantiated factual claim about immigrant employment patterns at specific businesses without evidence.
Unverified Claim
0.75
DavidDeshane-ic4cg
Oct 22, 2025
I asked AI it said 6% but here you say its 60%
I asked AI it said 6% but here you say its 60%
Commenter cites conflicting statistics (6% vs 60%) without evidence, suggesting the video contains unverified claims about immigration figures.
kira991
Sep 19, 2025
Heard certain members of this community once say they don’t come here to become Canadians, they come to get the book with the blue cover (passport). They won’t mention Canada by name.
Heard certain members of this community once say they don’t come here to become Canadians, they come to get the book with the blue cover (passport). They won’t mention Canada by name.
Presents a specific unsubstantiated claim about immigrants' motivations and refusal to identify as Canadian without providing evidence.
IanH-u8l
Sep 19, 2025
Anybody else notice that even the second generation immigrants have f"#%ing accents?!
Anybody else notice that even the second generation immigrants have f"#%ing accents?!
Makes an unsubstantiated generalization about second-generation immigrants retaining accents, presented as a notable observation without evidence.
Erik-ms3du
Sep 19, 2025
Tax evasion is very common amongst most foreign business owners , it's not just indians , cuz they mostly work in cash transactions
Tax evasion is very common amongst most foreign business owners , it's not just indians , cuz they mostly work in cash transactions
Makes a specific factual claim about tax evasion prevalence among foreign business owners without evidence.
john-fr5yd
Oct 28, 2025
I am sure this place is one of the filthiest place in Canada
I am sure this place is one of the filthiest place in Canada
Makes a specific factual assertion about a location being 'filthy' without evidence, presented as a claim about a particular place.
Unverified Claim
0.75
nitingons
Nov 2, 2025
not by chance that as soon as the pm was placed, he immediately went to the UK
not by chance that as soon as the pm was placed, he immediately went to the UK
Makes an unverified causal claim connecting the PM's appointment to a trip to the UK without evidence.
Unverified Claim
0.75
LindaPavelka
Nov 21, 2025
Immigration law practice: a lucrative business! If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in …
Immigration law practice: a lucrative business!
If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in migrants' mouths to facilitate their entry into Canada.
Makes unsubstantiated claim about immigration lawyers coaching migrants with fabricated statements, presented with sarcastic tone.
davidmartin7931
Nov 21, 2025
29% Catholics in Canada.Most vote Liberal.Catholics I believe are behind Canadas changing life here.
29% Catholics in Canada.Most vote Liberal.Catholics I believe are behind Canadas changing life here.
Makes a specific factual claim (29% Catholics, voting patterns) without evidence, combined with identity-based framing about religious groups influencing Canada.
hantayoscooksjam
Sep 9, 2025
Immigration is ok,just measure the numbers of crimes done by hindu/ Punjabis vs muslim immigrants and their high decimal mosques
Immigration is ok,just measure the numbers of crimes done by hindu/ Punjabis vs muslim immigrants and their high decimal mosques
Makes specific factual claim about crime rates by religious/ethnic groups without evidence, presented as basis for immigration policy discussion.
theurbanmonkss4743
Nov 11, 2025
MAGA is going to lose their marbles when the price of bullets goes through the roof in the coming days. America has an insatiable appetite for ammo, so much so that there isn’t enough metals …
MAGA is going to lose their marbles when the price of bullets goes through the roof in the coming days. America has an insatiable appetite for ammo, so much so that there isn’t enough metals in the ground to keep pace with demand. America is able to supply about half of the needed metals required for the demand of ammunition production. \nTake a wild guess where the other half comes from… ????
Presents specific factual claims about ammunition supply chains and metal sourcing without evidence, mixed with economic speculation.
@HeliRy
Mar 4, 2025
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother …
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother Country Seeks Menace to Canada. Otherwise MODI wouldn't treat Canada like Shit. They laugh at us. Cut them off. Show Modi were not your dumping ground. HOW WILL CHINA, RUSSIA Like it when India in their "Partnership" should ASK For their Indians to go in DROVES to Russia, China.................... HAH!!!!!!!!!!!!!!! NO WAY. Canada SHUT IT DOWN. INDIANS dont Respect US. Their home Country conspires and SHOOTS canadian CITIZENS and Then SNUBS US. MAKE YOUR OWN COUNTRY. DO BETTER SCAMMERS!!!!!!!!!!
Makes unsubstantiated claims about India's geopolitical alignment and alleged conspiracy against Canada, frames Indian immigrants as security threats based on home country relations.
Wesley-td3he
Sep 19, 2025
If you work work in any retail store you know how difficult it is with Indians . They will constantly ask you for discounts and try to bargain prices. I have to tell them multiple …
If you work work in any retail store you know how difficult it is with Indians . They will constantly ask you for discounts and try to bargain prices. I have to tell them multiple times that Target isn't the Bazaar, I can't just negotiate paying tax lol.
Makes a generalized factual claim about Indian customers' behavior without evidence, stereotyping an ethnic group.
thebasedpotato
Nov 12, 2025
In all my 54 years in Canada, I have never seen Canada in such a mess. People never work one day in Canada but receive pension housing and food allowance. What is going on. Make …
In all my 54 years in Canada, I have never seen Canada in such a mess. People never work one day in Canada but receive pension housing and food allowance. What is going on. Make that make sense.
Asserts specific unverified claims about welfare recipients not working while receiving benefits, presented as factual observation without evidence.
angelefigueira3986
Sep 11, 2025
I was told they are taking Taxis to cross the border...
I was told they are taking Taxis to cross the border...
Presents a specific factual claim about border crossing methods without evidence.
Unverified Claim
0.75
SINGULARSEEKER
Nov 13, 2025
Lets hope they aren't getting cdls there too. Durka durka durka durka durka durka durka
Lets hope they aren't getting cdls there too. Durka durka durka durka durka durka durka
Racist stereotype and mock language presented as commentary, combining false claims with dehumanizing satire.
Burneygames
Jan 27, 2026
palantir networks overstrained by the indians bruh they aint even letting big yahu use the damn network
palantir networks overstrained by the indians bruh they aint even letting big yahu use the damn network
Makes vague, unsubstantiated claims about surveillance networks and Indian nationals without factual basis.
Unverified Claim
0.75
JoshGaz-dp6hy
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)