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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Call to Action
2,768 comments
this is a great news for Canadian !!! Keep Up. Canada will spend more taxpayers money as the more asylum people are accepted by immigration. Stop Any Kind of Immigration Temporarily.
this is a great news for Canadian !!! Keep Up.
Canada will spend more taxpayers money as the more asylum people are accepted by immigration.
Stop Any Kind of Immigration Temporarily.
Expresses support for deportations while calling for a temporary halt to all immigration, framed as urgent action needed.
juanserrano5580
Dec 24, 2025
I AM ???? and we are Resisting this attack on our economy & sovereignty. ELBOWS UP!
I AM ???? and we are Resisting this attack on our economy & sovereignty. ELBOWS UP!
Declares national identity and calls for collective resistance against economic/sovereignty threats with rallying language.
@peterfedun-sk3jt
Mar 4, 2025
Brampton needs to have a deportation center.
Brampton needs to have a deportation center.
Advocacy for establishing deportation infrastructure in a specific city, implying removal of immigrant populations.
harrisn3693
Jan 28, 2026
More ,faster LETS GO LETS GO.
More ,faster LETS GO LETS GO.
Enthusiastic urging for increased and faster immigration action, using motivational language to push for policy change.
Call to Action
0.78
thomasanthony9636
Dec 30, 2025
Can you please go to Gambia and do a documentary on illegal Chinese criminals and white pedos.
Can you please go to Gambia and do a documentary on illegal Chinese criminals and white pedos.
Requests the content creator produce a documentary on a different topic, urging a specific action.
Call to Action
0.78
Njoofene
Jan 27, 2026
PLEASE LET TRUMP SEE THIS SO HE CANT FORCE CARNEY TOO DO SOMETHING ABOUT IT .
PLEASE LET TRUMP SEE THIS SO HE CANT FORCE CARNEY TOO DO SOMETHING ABOUT IT .
Urges external political figures to take action based on the video's content, with comparative reference to US politics.
tommycooper3292
Jan 27, 2026
USA citizen ??♀️ I promise to do all I can to impede and get rid of MAGA! \nThis trade war is sickening, stupid, deleterious to ALL! ??+?? = strength
USA citizen ??♀️ I promise to do all I can to impede and get rid of MAGA! \nThis trade war is sickening, stupid, deleterious to ALL! ??+?? = strength
USA citizen explicitly urging action against MAGA while framing trade war as morally wrong, combining activism with ethical critique.
@mcd5478
Mar 4, 2025
Impeach trump n vance n johnson . Asap . CONSPIRING to destroy our constitution. \nMarket crash\nPicking fights with allies.\nCabinet picks are all special Ed . \nTrshing American defence agency s\nOpenly gives puttin huggs n kisses …
Impeach trump n vance n johnson . Asap . CONSPIRING to destroy our constitution. \nMarket crash\nPicking fights with allies.\nCabinet picks are all special Ed . \nTrshing American defence agency s\nOpenly gives puttin huggs n kisses \nSlaps the faces of every veteran in the world that fought aginst NAZI'S.
Urges impeachment of Trump administration officials while expressing alarm about constitutional threats and foreign policy.
@KerryHagen
Mar 4, 2025
As an American, I'm waiting for the 2026 midterm elections. Looking forward to impeaching Trump after that. So sorry for the idiots that elected him though to be clear it was less than half of …
As an American, I'm waiting for the 2026 midterm elections. Looking forward to impeaching Trump after that. So sorry for the idiots that elected him though to be clear it was less than half of us.
Commenter expresses intent to vote in midterms and calls for impeachment while distancing themselves from Trump voters.
@beckypalmer-scott329
Mar 4, 2025
stand up! reject the peculiar!
stand up! reject the peculiar!
Urges others to take action ('stand up') and reject something described as unusual or unacceptable.
Call to Action
0.78
@maryannspanagel5477
Mar 4, 2025
I have a good idea all you guys from different states come together with us usa citizens and take trump out of office cuz we need someone with brains ?
I have a good idea all you guys from different states come together with us usa citizens and take trump out of office cuz we need someone with brains ?
Commenter urges Americans to unite and remove a political figure from office, framing it as a collective action for national benefit.
Call to Action
0.78
@TrumpTheCriminal25
Mar 4, 2025
More Travel Entrance Fees to Canada for MAGAs. Put tarrif to 50% on American goods
More Travel Entrance Fees to Canada for MAGAs. Put tarrif to 50% on American goods
Proposes specific policy actions (entrance fees, tariffs) targeting Americans, framed as a direct call for protectionist measures.
@Tagahousing
Mar 4, 2025
Nothing will happen. Show this video to Trump. Maybe then something will happen.
Nothing will happen. Show this video to Trump. Maybe then something will happen.
Suggests showing the video to Trump as a means to prompt political action, implying current policy is ineffective.
ColinHeading
Jan 27, 2026
You're stepping down in a year queenie! 2 of 3 territories want to become the 51 State you lying grifter! You will lose!
You're stepping down in a year queenie! 2 of 3 territories want to become the 51 State you lying grifter! You will lose!
Urges political action against Trudeau ('You will lose') while making unverified claims about territorial secession, framed as a rallying statement.
@johnpyle8027
Mar 4, 2025
A rough road ahead...I support Canada and in 2 years we can dump drump/republicans. Honestly republicans have forsaken our country
A rough road ahead...I support Canada and in 2 years we can dump drump/republicans. Honestly republicans have forsaken our country
Commenter expresses support for Canada and urges action ('we can dump drump/republicans'), framing this as a future political goal.
@joE-i5w3j
Mar 4, 2025
President Trump and you need to work it all out. As far as blanket tariffs go, I do agree that your goods and services, including tariffs should be mutually broken down to create benefits for …
President Trump and you need to work it all out. As far as blanket tariffs go, I do agree that your goods and services, including tariffs should be mutually broken down to create benefits for all. Part of my lineage is from Quebec, and here USA. We all need to help each other. Laser focus to arrest and put in prison all drug terrorists should be everyone's focus. The wars elsewhere are sidetracking the two of you from standing side by side with one another, as you mention you usually do. Two friends, two parallel united goals, yet I do agree, again, that you said an enemy would rather divide you two than to see you both Triumph over evil! So PM Trudeau, get on the phone with President Donald, and the two of you tackle it out, include a .PPT write-up with solutions that both of you know is good overall, both instant, immediate and longer term. May God's Holy Hands be upon you and surround you, with the love of my Savior, Christ Jesus! Thank you! I love you all.
Urges Trudeau and Trump to negotiate and cooperate, with appeals to shared values and unity.
@GoldieAnne-x8r
Mar 4, 2025
Impeach that orange idiot!!!!
Impeach that orange idiot!!!!
Calls for impeachment of Trump with strong emotional language expressing moral disapproval.
@1RikAtiC1
Mar 4, 2025
This guy is ruining our relationships with allies. Stand up congress
This guy is ruining our relationships with allies. Stand up congress
Criticizes Trump's foreign policy damage and urges Congress to take action.
@cthruu6033
Mar 4, 2025
The solution is source your imports else where. Stop buying U.S. goods. Don't punish Canadians.
The solution is source your imports else where. Stop buying U.S. goods. Don't punish Canadians.
Urges Canadians to take specific economic action (boycott US goods) as a solution to policy concerns.
@Brians_view
Mar 4, 2025
Well done Canada, I'm closing my Amazon and eBay account, I've had enough of anything Aamerican.
Well done Canada, I'm closing my Amazon and eBay account, I've had enough of anything Aamerican.
Announces personal boycott action against American companies in support of Canada's position.
@barlow2976
Mar 4, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)