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
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
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
purge then all
purge then all
Vague call to remove or eliminate immigrants, expressing extremist sentiment with minimal elaboration.
ynachoi5072
Sep 30, 2025
Hope someone to handle this crisis all fraud
Hope someone to handle this crisis all fraud
Calls for someone to address immigration fraud crisis, expressing frustration with government handling.
rezazeinizadeh9541
Oct 1, 2025
Michelle for MP save Canada 🎉 mps acting dumb so sad
Michelle for MP save Canada 🎉 mps acting dumb so sad
Endorses a political candidate ('Michelle for MP') as a solution, with patriotic framing.
zaiokari1698
Sep 30, 2025
Deport them all , they have entered the country with false pretences and information . You can find a lot of them in Calgary , deport them all
Deport them all , they have entered the country with false pretences and information . You can find a lot of them in Calgary , deport them all
Calls for mass deportation based on unsubstantiated claims of false entry information.
romuloyabar9658
Oct 2, 2025
Same 25% tariffs to US devil government. And shut off oil and electric to US too. Let DEVIL trump to know Canadian STAND TOGETHER
Same 25% tariffs to US devil government. And shut off oil and electric to US too. Let DEVIL trump to know Canadian STAND TOGETHER
Urges retaliatory economic action (tariffs, cutting utilities) while asserting Canadian unity and identity against the US.
@allenyamasaki7978
Mar 4, 2025
That's the only way to get through to this idiot he is drunk with power and not a clue how to run a country properly just get rid ASAP.
That's the only way to get through to this idiot he is drunk with power and not a clue how to run a country properly just get rid ASAP.
Calls for removal of a leader while criticizing their competence and judgment, framed as urgent action needed.
@JosephDoherty-c9r
Mar 4, 2025
Ditch the US, Europe and Asia will take your trade
Ditch the US, Europe and Asia will take your trade
Urges Canada to abandon US relations and pursue trade with Europe and Asia instead.
@MrKoolkyd
Mar 4, 2025
Tell your politicians 😅😅😅
Tell your politicians 😅😅😅
Brief exhortation to contact politicians with sarcastic tone, combining civic engagement messaging with ironic commentary on political efficacy.
angelriporapthap2919
Oct 4, 2025
Canada should immediately switch off electricity and all gas and oil to America that will totally fuck them
Canada should immediately switch off electricity and all gas and oil to America that will totally fuck them
Proposes a retaliatory action against America with hyperbolic/sarcastic tone.
@debbiesott5159
Mar 4, 2025
Clean the country, deport this !!!!
Clean the country, deport this !!!!
Urges mass deportation as a solution, framed as 'cleaning the country,' combining action-oriented language with threat framing.
kayle_N
Oct 2, 2025
Its mass deportation time ...
Its mass deportation time ...
Advocates for mass deportation as a policy action, framed as an urgent imperative.
CanadianConservativeGuy
Oct 7, 2025
Really hope Trump is a half term president.
Really hope Trump is a half term president.
Expression of hope for a specific political outcome (Trump serving only one term) functions as an implicit call for others to support this goal.
Call to Action
0.75
@KamenRider1985
Mar 4, 2025
As an Arkansan living in deep maga territory I will never stop fighting for our freedom from tyranny.
As an Arkansan living in deep maga territory I will never stop fighting for our freedom from tyranny.
Asserts regional identity (Arkansan) while pledging commitment to political resistance, urging others to join the fight against tyranny.
@angelcamacho1297
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
10:03 hey Tyler, your sponsor is a scam, and is probably stealing peoples data to sell.
10:03 hey Tyler, your sponsor is a scam, and is probably stealing peoples data to sell.
Warns the creator about a sponsor with unsubstantiated claims of data theft, attempting to alert others.
JayMan12135
Jan 27, 2026
Still have time to deport them by using their sin numbers. Just like ice did. Just use their activities and use spy cops . I bet most of them will be gone. Also those lawyers, …
Still have time to deport them by using their sin numbers. Just like ice did. Just use their activities and use spy cops . I bet most of them will be gone. Also those lawyers, who kept posting in their Instagram 2x work permit etc.
Urges deportation using surveillance and legal mechanisms, contains unsubstantiated claims about immigration fraud.
thefaq2575
Jan 29, 2026
I'm disappointed CNN hasn't gone bankrupt. I need them learn their lesson about spreading lies and fear.
I'm disappointed CNN hasn't gone bankrupt. I need them learn their lesson about spreading lies and fear.
Expresses desire for CNN's failure as punishment for misinformation, implicitly calling for consequences while expressing distrust and alarm.
@CouchConvoReport
Mar 4, 2025
DEPORT ?!!! WTF MAN SO DUMB
DEPORT ?!!! WTF MAN SO DUMB
Expresses strong emotional reaction demanding deportation, though brief and less detailed.
mitchy450
Oct 3, 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)