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
A Stand with every opress black people now in usa!! Reparations now !!!
A Stand with every opress black people now in usa!! Reparations now !!!
Calls for solidarity with oppressed Black Americans and demands reparations as a moral imperative.
@treylight779
Mar 4, 2025
Why don't we turn off the power and water we send to the usa
Why don't we turn off the power and water we send to the usa
Proposes retaliatory action (cutting utilities) against the US in response to trade tensions.
Call to Action
0.75
@evanfrank2245
Mar 4, 2025
Prime minister Trudeau the United States needs to impeach this want to be president the people who voted for this so-called man I don't think that fully realize they put a criminal in office we …
Prime minister Trudeau the United States needs to impeach this want to be president the people who voted for this so-called man I don't think that fully realize they put a criminal in office we need to impeach this man get him out of office very quickly. May God bless you prime minister Trudeau.?
Commenter urges impeachment of Trump while framing Trudeau positively, mixing US political action with cross-border identity positioning.
@theodorekorbos2804
Mar 4, 2025
Where are our past presidents? PResident OBama? PResident CLinton? President BIden? PResident BUsh? They still garner the title President. We need their collective wisdom and non-partisan leadership to intercess and stand up to the TREASONOUS …
Where are our past presidents? PResident OBama? PResident CLinton? President BIden? PResident BUsh? They still garner the title President. We need their collective wisdom and non-partisan leadership to intercess and stand up to the TREASONOUS machinations of Trump. OUR DEMOCRACY IS IN PERIL….Canada is our friend and confidant. TRUMP IS GUILTY OF TREASON! He is single handedly dismantling decades of peace, goodwill, friiendship and above all SAFETY with our French Canadian neighbors. America is in serious trouble. CNN a you have a responsibility to use your far reaching platform to seek out the opiNions and diplomatic aid of our surviving better presidents. They possess the hardwon wisdom and experience to engage with world leaders and our senators…..\nPlease take a stand. These are scary moments. TRUMP IS GUILTY OF TREASON!\nHELP! SOS! ⚓⚓⚓⚓⚓⚓⚓⚓⚓⚓⚓⚓⚓⚓⚓⚓⚓⚓⚓
Primarily urges media and past presidents to take action against Trump, framed through moral appeals about democracy and safety threats.
@ColleenC-n5v
Mar 4, 2025
We need to DEPORT
We need to DEPORT
Demands deportation action, expressing a strong exclusionary stance toward immigrants.
GreenLantern-i4e
Sep 20, 2025
mass deportations are needed
mass deportations are needed
Advocates for mass deportations as a policy action, framed as a necessary response to perceived threat.
williammacdonald9905
Sep 27, 2025
Hey Canada you can Thank Trudeau , Carney , & their GANG of WEF morons that are destroying OUR country from within !!! Had ENOUGH yet Canada while WE still have a Canada !!!
Hey Canada you can Thank Trudeau , Carney , & their GANG of WEF morons that are destroying OUR country from within !!! Had ENOUGH yet Canada while WE still have a Canada !!!
Urges Canadians to act against government leadership, with unverified conspiracy claim about WEF involvement in country destruction.
bking9226
Sep 23, 2025
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Identical to first comment; calls for deportation of illegal immigrants and criticizes government policy.
Raju-ql5fh
Sep 29, 2025
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Calls for deportation of illegal immigrants and criticizes government handling, mixing policy critique with a demand for action.
Raju-ql5fh
Sep 29, 2025
Americans need to stand up to the Russian Asset.
Americans need to stand up to the Russian Asset.
Urges Americans to take action against Trump, framed as a Russian asset, combining mobilization with threat perception.
@dcompose
Mar 4, 2025
In the past 10 years brought with student visa must be deported. No PR no nothing. Go home. This is absolutely ridiculous because they are hiding and working with cash because managers are Indians.
In the past 10 years brought with student visa must be deported. No PR no nothing. Go home.
This is absolutely ridiculous because they are hiding and working with cash because managers are Indians.
Demands mass deportation of student visa holders and makes unsubstantiated claims about cash work and ethnic favoritism.
samlsd9711
Sep 29, 2025
How about we stop doing business with you
How about we stop doing business with you
Urges a specific action (stop doing business) directed at an unspecified entity, functioning as a call to economic boycott or protest.
Call to Action
0.75
@NightTerrorGames
Mar 4, 2025
In this case, they should be all DEPORTED.......
In this case, they should be all DEPORTED.......
Demands deportation action in response to perceived immigration violations, expressing threat/danger framing.
stevem7508
Sep 29, 2025
You report them the moment they are not attending your school you report them to the government that they have left the campus These people are a waste of the taxpayers dollars Lip service oh …
You report them the moment they are not attending your school you report them to the government that they have left the campus These people are a waste of the taxpayers dollars Lip service oh my God they must be a bunch of liberals
Urges reporting of non-compliant students and criticizes government inaction, with partisan framing.
CLR777s
Sep 29, 2025
Bull shit to the ore all pussyfootingaround the question do like trump creat a agency and hut them down and straight into the plane back to idia
Bull shit to the ore all pussyfootingaround the question do like trump creat a agency and hut them down and straight into the plane back to idia
Criticizes government inaction on immigration enforcement and calls for decisive deportation action modeled on Trump's approach.
briandeen5845
Sep 29, 2025
just remove them from Canada.
just remove them from Canada.
Minimal comment urging removal of unspecified group, likely immigrants, from Canada.
zhaomike952
Sep 29, 2025
Round 'em up and send 'em home.
Round 'em up and send 'em home.
Urges mass deportation action with inflammatory language suggesting threat/danger.
CrashTestPilot
Sep 30, 2025
Deport it all are came from illegal students .
Deport it all are came from illegal students .
Calls for deportation of those from 'illegal students' category, making an unsubstantiated claim about their status.
angela2979
Sep 29, 2025
Good questions! Make this motion!
Good questions! Make this motion!
Expresses support for the video's questions and urges formal action through a motion.
jane7354
Sep 29, 2025
Check out Kipling and Dixon next, the Somali community there…….The White Buildings
Check out Kipling and Dixon next, the Somali community there…….The White Buildings
Commenter requests coverage of specific communities and locations, urging the creator to examine other areas for comparison.
TheSteelCanadian
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)