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
Call to Action
2,768 comments
So mumbo jumbo talk. Find these 79,000 students who are in India illegally and deport them now!!!
So mumbo jumbo talk. Find these 79,000 students who are in India illegally and deport them now!!!
References specific number of illegal students (unverified claim) but primarily urges immediate deportation action.
FijianPrincess
Oct 2, 2025
Send them all back and blacklist them from ever returning. They commited fraud the illegally enter the country.
Send them all back and blacklist them from ever returning. They commited fraud the illegally enter the country.
Urges deportation and blacklisting while making unsubstantiated claims of fraud and illegal entry.
solidmoon8266
Oct 2, 2025
Where are they? They're in BRAMPTON! Why not start putting their pictures up and letting people call in to a tip line. Just like what's done for other crimes.
Where are they? They're in BRAMPTON! Why not start putting their pictures up and letting people call in to a tip line. Just like what's done for other crimes.
Urges law enforcement action (tip line, public identification) while implying criminal activity without evidence.
tinajames794
Oct 2, 2025
We need ICE like agents for these people.
We need ICE like agents for these people.
Calls for aggressive enforcement action (ICE-like agents) against immigrants, framed as threat response.
somcana
Sep 30, 2025
Anyone not in Canada more than twenty 20 years should be removed from positions of authority. Including, POLITICIANS, POLICE, TEACHERS, IMMIGRATION all government workers and any other role that influences our decisions, our youth and …
Anyone not in Canada more than twenty 20 years should be removed from positions of authority. Including, POLITICIANS, POLICE, TEACHERS, IMMIGRATION all government workers and any other role that influences our decisions, our youth and our future in CANADA. Teach them how to adapt and be Canadian.
Michelle Rempell Garner dishing it out on our behalf. God grant her strength and wisdom.
Proposes exclusionary policy requiring 20+ years residency for authority positions, framed as protecting Canadian identity; includes endorsement of a political figure.
capitanocorelli1781
Oct 1, 2025
Well then, the government should be held responsible and do their jobs and due diligence and go get these people out of our country..
Well then, the government should be held responsible and do their jobs and due diligence and go get these people out of our country..
Urges government to take specific action (remove people from country) while criticizing government negligence.
robmckinnon9892
Oct 1, 2025
KIG. OUT ALL. FAKE. REFUGE. STUDENT. VISITORS VISA. . NO..MORE. P. R. CITIZENSHIP
KIG. OUT ALL. FAKE. REFUGE. STUDENT. VISITORS VISA. . NO..MORE. P. R. CITIZENSHIP
Demands removal of fake refugees, students, and visa holders, and cessation of PR/citizenship programs.
Krishna-kd3ns
Sep 30, 2025
we need to fight
we need to fight
Vague call to action ('fight') in response to perceived immigration crisis, implying urgency and threat.
profit1prophet477
Oct 1, 2025
Cross check with refugee applicants.
Cross check with refugee applicants.
Urges implementation of a specific procedural action (cross-checking refugee applicants) as a policy measure.
Chameleonon1toe
Sep 30, 2025
They all should be FIRED!!
They all should be FIRED!!
A demand for action (firing) directed at authorities or employers.
Call to Action
0.80
antwanfilikian128
Oct 1, 2025
The colleges should be shut down.
The colleges should be shut down.
Demands a specific policy action (shutting down colleges), implying criticism of current institutional practices.
brandonstewart4049
Oct 1, 2025
Citizens should help the government call IRCC or RCMP if they found someone doesnt have a legal papers to stay in Canada they will destroy this country.
Citizens should help the government call IRCC or RCMP if they found someone doesnt have a legal papers to stay in Canada they will destroy this country.
Urges citizens to report undocumented individuals to authorities, framed as necessary to prevent national destruction, combining civic action with alarmism.
jeromegutierrez9297
Sep 30, 2025
What a joke, Alberta needs to separate asap
What a joke, Alberta needs to separate asap
Dismissive criticism of current policy combined with a call for Alberta separation/secession.
MrZee117
Sep 30, 2025
Why aeisha not deported ?
Why aeisha not deported ?
Rhetorical question implicitly calling for deportation of a specific individual mentioned in the video.
luisfernando5998
Sep 29, 2025
These so called students should kicked out of this country. Why is this Canadian government is so slow for actions? I support USA in this matter. Illegal go out and don’t give visa for those …
These so called students should kicked out of this country. Why is this Canadian government is so slow for actions? I support USA in this matter. Illegal go out and don’t give visa for those nasty nations. They are already damaging the system here
Demands deportation of students and criticizes government slowness, while comparing Canada unfavorably to USA policy.
ashm7327
Sep 29, 2025
Country’s broken need to wake up and fix
Country’s broken need to wake up and fix
Expresses dissatisfaction with the country's state and urges action to fix systemic problems, implicitly related to immigration.
Earendilvingilot13
Sep 29, 2025
These irresponsible IRCC employees need to be deported and then need to deport illegal immigrants
These irresponsible IRCC employees need to be deported and then need to deport illegal immigrants
Calls for deportation of both government employees and illegal immigrants, framing it as a necessary corrective action.
PuraveenaGesavan
Sep 29, 2025
The easiest and fairest solution is to ban Indian nationals from applying for a student visa . This issue is not just exclusive to Canada but to other places in the world like the UK, …
The easiest and fairest solution is to ban Indian nationals from applying for a student visa .
This issue is not just exclusive to Canada but to other places in the world like the UK, Australia, Germany and the US. There are far too many Indians applying for courses that they have no intention of ever attending.
The comment proposes a specific policy action (banning Indian nationals from student visas) while comparing Canada's situation to other countries.
brianlai4387
Sep 29, 2025
This is the laziest, lax, and out of control govt. I have ever seen. Just Cancel the permits and send them packing. This is not difficult. Take the airfare out of their account for he …
This is the laziest, lax, and out of control govt. I have ever seen. Just Cancel the permits and send them packing. This is not difficult. Take the airfare out of their account for he chartered flights. START NOW BEFORE WE LOOSE IF WHAT WE KNOW IF AS CANADA. The lack of gut is appaling.
Demands immediate government action to cancel permits and deport students, framed as urgent policy intervention.
rahmankhan8272
Sep 29, 2025
Oh my God what a joke so you don't want to know if there's any dishonest criminal activity from any of the students on your campus get her out of her position fire her
Oh my God what a joke so you don't want to know if there's any dishonest criminal activity from any of the students on your campus get her out of her position fire her
Demands removal of an official and investigation into criminal activity among students.
CLR777s
Sep 29, 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)