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
Just about time👍🏻
Just about time👍🏻
The thumbs-up emoji and 'about time' suggest approval and implicit support for action on immigration policy.
Call to Action
0.70
MARIPILIPM
Apr 17, 2025
Canada needs ICE urgently.
Canada needs ICE urgently.
Advocates for ICE (likely Immigration and Customs Enforcement), framed as an urgent policy need, combining critique with implicit call for action.
BasedMisatoSpeaks1488
Jan 27, 2026
No way!! Get rid of america , no more!
No way!! Get rid of america , no more!
Urges elimination or rejection of America, combining anti-American sentiment with an implicit call for action or change.
@chriskumar4201
Mar 4, 2025
You should investigate the Patel phenomenon, especially with hotels, gas stations, and smoke shops.
You should investigate the Patel phenomenon, especially with hotels, gas stations, and smoke shops.
Urges the video creator to investigate a specific ethnic group's business practices, framing it as a phenomenon worthy of scrutiny.
PhoenixPestControlTN
Jan 27, 2026
How about F DEPORT? Smh. 🤪🤪
How about F DEPORT? Smh. 🤪🤪
Advocates for deportation with dismissive tone and emoji, combining direct action demand with sarcastic framing.
mztwixed
Aug 26, 2025
DOUBLE IT IN 2026
DOUBLE IT IN 2026
Urges doubling immigration numbers by 2026, framed as a directive or demand for policy change.
Call to Action
0.70
courtney495
Jan 22, 2026
Let's cut off ALL POWER, to the US for 24 hours! We'll see how that ASSHOLES' Country survives!!
Let's cut off ALL POWER, to the US for 24 hours! We'll see how that ASSHOLES' Country survives!!
Proposes a punitive action against the US while using inflammatory language to express hostility and threat.
@PatGolik
Mar 4, 2025
Heavenly Father,\n\nProtect President Trump, Elon Musk and his DOGE team as they root out corruption and theft in the United States. Two attributes of the enemy, and not of God. We seen your amazing protective …
Heavenly Father,\n\nProtect President Trump, Elon Musk and his DOGE team as they root out corruption and theft in the United States. Two attributes of the enemy, and not of God. We seen your amazing protective power in Pennsylvania in November with only a graze of the ear. We don't see what the Heavenly Realm sees. So no doubt there were Angels standing all around the President that day. We thank you for that. Keep this momentum going so it will not tire when we have our election here in Canada ??. \n\nWe ask this through your Son, Jesus Christ.\n\nAmen & Amen ??✝️☝️
Religious prayer expressing support for Trump and Musk while urging momentum for Canadian elections, combining spiritual solidarity with political mobilization.
@voiseymech
Mar 4, 2025
You should investigate the Canadian gun grab as it is very corrupt
You should investigate the Canadian gun grab as it is very corrupt
Requests the video creator investigate a different policy issue (gun control), attempting to redirect the channel's focus.
Gamersguilty234-tw7vv
Jan 27, 2026
Push good people too far, and find out. PGPFO!
Push good people too far, and find out. PGPFO!
Cryptic warning urging action ('Push good people too far, and find out'), appears to be a call for resistance or mobilization.
Call to Action
0.70
@lulufulu4867
Mar 4, 2025
Deport all of them!😂
Deport all of them!😂
The comment calls for deportation with a laughing emoji, mixing a direct policy demand with sarcastic tone.
SteveConrad-l9j
Feb 23, 2026
All the Americans come up to Canada and film these videos and never reach out to me the Resident Indian expert! Ive got the details fellas been covering the scams for a while!
All the Americans come up to Canada and film these videos and never reach out to me the Resident Indian expert! Ive got the details fellas been covering the scams for a while!
Self-promotion attempting to recruit video creators to contact the commenter for expertise on immigration scams.
SpencerGatten
Jan 27, 2026
Canada hurry up
Canada hurry up
Urgent exhortation for Canada to take action, though vague about what action is needed.
Call to Action
0.70
@markwilson9556
Mar 4, 2025
Go live in Canada
Go live in Canada
Dismissive directive telling someone to leave, implying they don't belong in Canada.
@freddiemoralez1536
Mar 4, 2025
Get them out.
Get them out.
Brief demand for deportation of immigrants, expressing both a call to action and underlying threat/fear sentiment.
EC-WoW
Feb 24, 2026
Cut the power please
Cut the power please
Brief directive urging a specific action (cutting power), though context is unclear.
Call to Action
0.70
@samuelstringfellow2847
Mar 4, 2025
This is what's needed to get rid of that Nano-Plastic Oil Brain! Once & for all!!! <3 Y'all for doing this!!! From now on a president should have to go through certain cognitive tests including: …
This is what's needed to get rid of that Nano-Plastic Oil Brain! Once & for all!!! <3 Y'all for doing this!!! From now on a president should have to go through certain cognitive tests including: a nano plastic count, cte/mri & catscans & pineal gland calcification assessment(just to name a few). There are much more who side with you Canada then ya might think ;) Namaste <3
Urges support for cognitive testing requirements for presidents while expressing health-based threat concerns about current leadership.
@nanoplasticoilbrain
Mar 4, 2025
Can't wait for our economy to tank so we can dump trump
Can't wait for our economy to tank so we can dump trump
Expresses desire for economic collapse as a means to remove Trump, combining economic anxiety with political action.
@lindaschaeffer9183
Mar 4, 2025
MAGA voters, how much longer do you need to see that you voted stupid person?
MAGA voters, how much longer do you need to see that you voted stupid person?
Rhetorically urges MAGA voters to recognize their voting mistake, implicitly calling for reconsideration of political choices.
@toncek6365
Mar 4, 2025
@tyleroliveria now go to brooks Alberta. Trust me. Look into it .
@tyleroliveria now go to brooks Alberta. Trust me. Look into it .
Directs someone to investigate a specific location, implying a call to examine immigration-related issues there.
Stevejoesofficial
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)