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
Easy way to do it like poland now days and trump send them back home and cut down the numbers
Easy way to do it like poland now days and trump send them back home and cut down the numbers
Advocates for deportation policies by referencing Poland and Trump as models, urging restrictive immigration action.
nr531
Jan 29, 2026
Gtfo of canada illegals
Gtfo of canada illegals
Brief imperative statement urging removal of undocumented immigrants from Canada, though extremely terse and lacks elaboration.
Call to Action
0.75
harryvining8006
Jan 29, 2026
FREE CANADA
FREE CANADA
Urgent rallying cry using nationalist framing, likely urging political mobilization or resistance.
Aflameyt
Jan 29, 2026
You need to come to Texas and talk about all the Indians in Houston
You need to come to Texas and talk about all the Indians in Houston
Commenter is urging the video creator to expand coverage to another location, implying a broader pattern of immigration they want highlighted.
bryang6675
Jan 29, 2026
ppl need to rise up! Take arms!
ppl need to rise up! Take arms!
Urges people to 'rise up' and 'take arms,' framing immigration as a threat requiring militant action.
K1rz__
Jan 28, 2026
Alberta sovereignty! If you don't stand for this move to Alberta we will need you people like you.
Alberta sovereignty! If you don't stand for this move to Alberta we will need you people like you.
Urges like-minded people to move to Alberta and support provincial sovereignty movement.
Cynocehali
Jan 28, 2026
I really hope the RCMP sees this video
I really hope the RCMP sees this video
Urges law enforcement to take action based on video content, implying the video contains evidence of criminal activity.
Call to Action
0.75
Momo514xo
Jan 28, 2026
When are you going to report on the "greatest country on the world" shooting its own people? Talk about Trumps personal GESTAPO
When are you going to report on the "greatest country on the world" shooting its own people?
Talk about Trumps personal GESTAPO
Urges the creator to report on US violence instead, implicitly calling for attention shift while comparing countries unfavorably.
Atimo133
Jan 27, 2026
Get them all out . Canada is an embarrassment and disgrace to nation builders. This is what happens when post modernist ideology reigns.
Get them all out .
Canada is an embarrassment and disgrace to nation builders. This is what happens when post modernist ideology reigns.
Calls for removal of immigrants while asserting national identity and criticizing ideological direction.
RecordedMediaArchive
Jan 27, 2026
GET! THEM! OUT!!! Almost 33% of canadas population isn’t even Canadian.
GET! THEM! OUT!!! Almost 33% of canadas population isn’t even Canadian.
Demands removal of immigrants while citing an unverified statistic about Canadian population composition.
DudeMan27
Jan 27, 2026
Buddy on the bike should run for office
Buddy on the bike should run for office
Suggests that someone featured in the video should enter politics, implicitly endorsing their views and urging political engagement.
Call to Action
0.75
kieranpicton2462
Jan 28, 2026
Get them tf out now.
Get them tf out now.
Urgent demand to remove immigrants, combining xenophobic sentiment with a call for action.
HugoThePorkEater
Jan 28, 2026
Send them back asap boo hoo 😅😅😅
Send them back asap boo hoo 😅😅😅
Calls for deportation of immigrants with dismissive tone and emojis suggesting sarcastic or mocking intent.
David-g4u3e
Jan 26, 2026
Canazuela needs liberation! MCGA !
Canazuela needs liberation! MCGA !
Uses satirical language ('Canazuela') to call for political action, blending mockery with an implicit political message.
Marc-vp9cs
Jan 28, 2026
Do Dearborn, Michigan next 👀
Do Dearborn, Michigan next 👀
Request for content creator to focus on another location with immigrant populations, implying demand for similar critical coverage.
Call to Action
0.75
iamanabdullah7972
Jan 28, 2026
surrey BC next
surrey BC next
Appears to be requesting or suggesting the creator make similar content about Surrey BC, a call for action.
Call to Action
0.75
PrettyChillPham
Jan 27, 2026
Not enough. There needs to be a grass roots movement on the streets and in the neighborhoods. Set up a hotline heck even offer a little incentive to report these folks in Brampton that have …
Not enough.
There needs to be a grass roots movement on the streets and in the neighborhoods.
Set up a hotline heck even offer a little incentive to report these folks in Brampton that have overstayed.
And btw I just farted
Primarily urges grassroots action and reporting mechanisms for immigration enforcement, with a crude joke appended that signals satirical intent.
fnanderson6637
Jan 22, 2026
usa, canada, australia: open your eyes and kick the garbage out.
usa, canada, australia: open your eyes and kick the garbage out.
Urges multiple countries to take action ('kick the garbage out'), using dehumanizing language toward immigrants.
julioc.7760
Jan 27, 2026
people are too scared to tell the truth because of fear of being called a racist..Wake up grow, a pair and and speak your truth. That "you are racist game" I dont play . Be …
people are too scared to tell the truth because of fear of being called a racist..Wake up grow, a pair and and speak your truth. That "you are racist game" I dont play . Be a realist dont be crippled by something thats not true.
Urges people to 'speak your truth' and resist accusations of racism, framing it as a moral imperative to overcome perceived censorship.
jimboslice617
Jan 27, 2026
To all those who voted liberal, a giant C.N. Tower sized middle finger to you.
To all those who voted liberal, a giant C.N. Tower sized middle finger to you.
Expresses anger at Liberal voters through hostile gesture, implicitly calling for political change.
S1MPLECAVEMAN
Jan 23, 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)