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
Unverified Claim
3,221 comments
Peter Thiel is wanting to \nDestroy the American economy through his lapdogs President Musk and his puppet Trump! DO YOUR RESEARCH!
Peter Thiel is wanting to \nDestroy the American economy through his lapdogs President Musk and his puppet Trump! DO YOUR RESEARCH!
Makes specific conspiratorial claims about Peter Thiel, Musk, and Trump deliberately destroying the American economy without evidence.
Unverified Claim
0.85
@AlanKenney-nm8ke
Mar 4, 2025
Canada government are realy should be investigating 5 millions indian arrived in 3 years indians are controlling Canadian politicians
Canada government are realy should be investigating 5 millions indian arrived in 3 years indians are controlling Canadian politicians
Presents specific unsubstantiated claims about 5 million Indians arriving and controlling politicians without evidence.
samyy3559
Sep 29, 2025
?Trump + JD Joke Vance ?are both Russian Assets (What a Disgrace!!!)… Welcome to the United States of Russia… ???
?Trump + JD Joke Vance ?are both Russian Assets (What a Disgrace!!!)… Welcome to the United States of Russia… ???
Makes unsubstantiated conspiracy claim that Trump and Vance are Russian assets, framed as alarming threat to US sovereignty.
@aussiehearts
Mar 4, 2025
Wherever you see fraudulent activities, illegal activities, criminal activities first country mentioned is always India. Isn't it the time India is banned across the board to keep us safe?
Wherever you see fraudulent activities, illegal activities, criminal activities first country mentioned is always India. Isn't it the time India is banned across the board to keep us safe?
Makes a sweeping factual claim that India is always 'first country mentioned' for fraud/crime without evidence, framed as a threat justifying a ban.
Adil....Siddiqui
Sep 29, 2025
They're not missing. Majority of them crossed the border into the USA illegally.
They're not missing. Majority of them crossed the border into the USA illegally.
Makes a specific factual claim about migrants crossing into the USA illegally without supporting evidence.
Unverified Claim
0.85
davidmartinian7454
Sep 29, 2025
90% of Indian students are fraud just findout how nany students are really going to school the numbers will shock you.fake certificate. I think go after each individual if they are attending any institution if …
90% of Indian students are fraud just findout how nany students are really going to school the numbers will shock you.fake certificate. I think go after each individual if they are attending any institution if not deportation.
Makes specific unsubstantiated claims about Indian student fraud rates and fake certificates without evidence, then calls for enforcement action.
jaisundar7177
Sep 30, 2025
Everybody in Canada that are real Canadians born here know this is a scam people buying tractor-trailer licenses people buying jobs people buying citizenships by marrying people for money families hiding relatives working in family …
Everybody in Canada that are real Canadians born here know this is a scam people buying tractor-trailer licenses people buying jobs people buying citizenships by marrying people for money families hiding relatives working in family businesses we all know it go to your corner store you see it people that can't speak English convenience stores people are driving for Uber can't speak English people working at Tim Hortons can't speak English and it's really funny that even when I go to Tim Hortons they play Indian music they talk behind the counter in Indian why this is not rocket science we know what's going on we know it started with the liberal government this is all just a scam by Jeemeet Trudeau he even dressed up as an Indian what does that tell you he makes special trips to India what does that tell you and our borders are opened up to anybody from India to come in as a temporary foreign worker yeah just think about it Canada and don't forget elbows up elbows up 💪
Presents multiple unsubstantiated claims (fraud, document buying, language barriers as evidence of wrongdoing) alongside ethnic stereotyping and conspiracy framing about government intent.
barrybisson2847
Sep 30, 2025
That is because Trump is a Russian asset, and he's out to destroy democracy
That is because Trump is a Russian asset, and he's out to destroy democracy
Makes an unsubstantiated factual claim that Trump is a Russian asset without evidence.
Unverified Claim
0.85
@Eric-dz1we
Mar 4, 2025
Trump is a Russian agent
Trump is a Russian agent
Commenter makes a specific factual claim about Trump being a Russian agent without providing evidence.
Unverified Claim
0.85
@erickgutierrez6743
Mar 4, 2025
These are the worms on my taxes paid. Basically, worms on taxpayers' money. The western and Muslim ecosystems need to be brought down. Stop hate against India. I know, you guys are covering up those …
These are the worms on my taxes paid. Basically, worms on taxpayers' money. The western and Muslim ecosystems need to be brought down. Stop hate against India. I know, you guys are covering up those belong to western and Muslim ecosystems.
@drsjaishankar, #NoFTAWithCanada!
Indians of Hindu origin, it's time to show these worms of purchasing power of Hindus by boycotting these ecosystems.
Makes unsubstantiated claims about fraud and conspiracy, uses divisive religious/ethnic framing, and calls for boycotts.
hemantpanchpor
Sep 28, 2025
Pakistan in India, two of the worst countries in the world to pray on seniors and elderly people on scams. That are set up over there like a business one of the most corrupt nations …
Pakistan in India, two of the worst countries in the world to pray on seniors and elderly people on scams. That are set up over there like a business one of the most corrupt nations going and they flooded Canada because of Justin Trudeau, comrade Freeland, Comrade,Carney and the WEF.. whose goal to undermine Canada as a nation for globalist through infiltrating of government criminal in its content. Many in the federal liberal cabinet are also involved even willing to break the constitution.
Makes multiple unsubstantiated claims about scams, corruption, and government conspiracy involving specific nationalities and political figures.
johnmcneil3473
Sep 29, 2025
Check Brampton and Scarborough you will find 1 million illegals
Check Brampton and Scarborough you will find 1 million illegals
Makes a specific factual claim ('1 million illegals') without evidence, combined with implicit threat framing about undocumented populations.
barrroger1162
Sep 28, 2025
Russia BANK give Trump loan when he almost bankrupt. This is the why Trump is pro Putin.
Russia BANK give Trump loan when he almost bankrupt. This is the why Trump is pro Putin.
Comment asserts a specific causal claim about Trump's bankruptcy and Russian bank loans without supporting evidence.
Unverified Claim
0.85
@gargarprimo7860
Mar 4, 2025
Indians could be no 1 in fraud
Indians could be no 1 in fraud
Makes a specific factual claim about Indians and fraud without evidence, presenting it as a ranking assertion.
Unverified Claim
0.85
AnilKumar-ug2vb
Sep 29, 2025
India is a corrupt country. Indian immigrants are bringing all their corrupt ways to our countries and taking advantage of our systems and of course there're many corrupt nationals waiting for the opportunity to steal …
India is a corrupt country. Indian immigrants are bringing all their corrupt ways to our countries and taking advantage of our systems and of course there're many corrupt nationals waiting for the opportunity to steal our tax money
Makes unsubstantiated claims that Indian immigrants are inherently corrupt and exploiting systems, combining stereotype with fabricated behavioral assertions.
shaoliten1
Sep 28, 2025
They are a lot in every province, city's and they are working to fellow Indians under the table
They are a lot in every province, city's and they are working to fellow Indians under the table
Makes specific factual claims about illegal immigrants working under-the-table across provinces without evidence, with ethnic targeting of Indians.
chickocheek9499
Sep 29, 2025
The fraudulent Indian student visa scam and the Indian super visa have brought hundreds of thousands of people into this country. This fraud MUST STOP. I am sick of it.
The fraudulent Indian student visa scam and the Indian super visa have brought hundreds of thousands of people into this country.
This fraud MUST STOP. I am sick of it.
Makes specific factual claims about fraud in Indian student and super visa programs without evidence, combined with expressions of distress.
faisalhs6493
Sep 28, 2025
Our government has been taken over by a foreign government: Russia! Just admit it MAGA.
Our government has been taken over by a foreign government: Russia! Just admit it MAGA.
Makes an unsubstantiated claim that the government has been taken over by Russia, presented as fact without evidence.
@RR-sq8oc
Mar 4, 2025
The Nazi dictator in Canada just started a trade war against the USA. Ask Trump he will confirm it.
The Nazi dictator in Canada just started a trade war against the USA. Ask Trump he will confirm it.
Makes inflammatory unfounded claims about the Canadian PM being a 'Nazi dictator' and initiating a trade war without evidence.
@mikeburrows7977
Mar 4, 2025
As a Canadian, I will not drive to an event in Brampton. The risk of injury due to car crash is astronomically high. It is NOT SAFE.
As a Canadian, I will not drive to an event in Brampton. The risk of injury due to car crash is astronomically high. It is NOT SAFE.
Makes a specific factual claim about traffic safety in a region with high immigrant population without evidence, implying causal link.
Nickbronline
Sep 23, 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)