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
Humor / Satire
4,434 comments
I’m as racist as the next guy… WOOOOOWWWWW😢
I’m as racist as the next guy… WOOOOOWWWWW😢
Uses ironic self-deprecation and emotional expression (emoji) to satirize racist attitudes, likely mocking such views.
Underthestreetlightz
Jan 27, 2026
HONEY GET THE CANADIAN RAID SPRAY!!! THE ONES WHO EAT WITH THEIR HANDS ARE INVADING!!
HONEY GET THE CANADIAN RAID SPRAY!!! THE ONES WHO EAT WITH THEIR HANDS ARE INVADING!!
Uses exaggerated, sarcastic language and cultural stereotypes in a mock-alarmist tone, blending satire with xenophobic framing.
Adrianokingslyprentice5435
Jan 27, 2026
Another banger to watch while eating biryani :)
Another banger to watch while eating biryani :)
Light-hearted comment combining cultural reference (biryani) with video enjoyment, using humor to engage with the content.
JusticeforYuki-Tsunoda
Jan 27, 2026
Hahaha. Canada has zero power in the world. And all we are asking for is equal treatment. Pay the tariffs or eliminate ours.
Hahaha. Canada has zero power in the world. And all we are asking for is equal treatment. Pay the tariffs or eliminate ours.
Sarcastic tone ('Hahaha') combined with ironic commentary about Canada's negotiating position and tariff policy.
@tpdircks
Mar 4, 2025
Trumpistan is a fly over country.
Trumpistan is a fly over country.
Derisive nickname for the USA delivered as sarcastic commentary on national identity and superiority.
lloydnevins8530
Dec 9, 2025
When you get to the border, wave your old German flag and they won't even slow you down, just wave you through.
When you get to the border, wave your old German flag and they won't even slow you down, just wave you through.
Uses sarcasm to mock border security by suggesting a German flag would bypass screening, likely satirizing lax enforcement.
BS_HORSEPOO-L
Dec 8, 2025
That guy with the helmet is actually based. I hope they won't target him.
That guy with the helmet is actually based. I hope they won't target him.
Uses ironic language ('based') and expresses concern about a video subject in a tongue-in-cheek manner, commenting on the video's content.
justaemptymall
Jan 27, 2026
Bicycle guy is Based
Bicycle guy is Based
Uses slang ('Based') in a joking manner about a bicycle character, likely ironic commentary rather than substantive argument.
Humor / Satire
0.75
OgcgoxgoxoGototootgox
Feb 22, 2026
Way one to go cold country anyway 🇧🇩🇧🇩
Way one to go cold country anyway 🇧🇩🇧🇩
Uses sarcastic tone ('Way one to go') and emoji to mock Canada's climate, appearing as ironic commentary on immigration to a cold country.
Humor / Satire
0.75
taziz4548
Sep 5, 2025
Mad King George Wanna be
Mad King George Wanna be
Brief sarcastic insult comparing Trump to 'Mad King George,' using ironic language rather than substantive argument.
@sweet-grass
Mar 4, 2025
Boo, Boo, Boo, Boo?
Boo, Boo, Boo, Boo?
Dismissive booing, likely sarcastic or mocking commentary on the video content.
Humor / Satire
0.75
@Neal_only1
Mar 4, 2025
Looks like we need to give Canada some freedom ??????
Looks like we need to give Canada some freedom ??????
Uses ironic framing ('freedom') with emojis to mock a political situation, employing sarcasm rather than literal argument.
@HL_McCullough77
Mar 4, 2025
Crying when you only work 40h a week is crazy
Crying when you only work 40h a week is crazy
Uses sarcasm and dismissive tone to mock complaints about work hours, likely ironic commentary.
Humor / Satire
0.75
joetrenny5451
Aug 27, 2025
We should have the right to round up the corrupt politicians and send them flying into the Sun.
We should have the right to round up the corrupt politicians and send them flying into the Sun.
Hyperbolic, absurdist statement about politicians that functions as dark satire rather than a literal call to violence.
jeremylock7618
Aug 26, 2025
hows carpet sales?
hows carpet sales?
Cryptic sarcastic jab using a stereotypical reference, likely mocking a specific group.
Humor / Satire
0.75
litonyayo1666
Jan 27, 2026
Canada has no cards too. Finally tasting own medicine now and pleading his ex-master ?haha
Canada has no cards too. Finally tasting own medicine now and pleading his ex-master ?haha
Sarcastic commentary comparing Canada's current situation to past US relations, with ironic tone.
@eoky
Mar 4, 2025
Bruh we got autos(tuktuk) in canada...🔥,daym development
Bruh we got autos(tuktuk) in canada...🔥,daym development
Playful, informal comment using slang and emojis to make a lighthearted observation about cultural/economic development.
Humor / Satire
0.75
y3x7ooo
Jan 27, 2026
Does this mean I might get a job at Tim Hortons
Does this mean I might get a job at Tim Hortons
Sarcastic comment about job availability using humor to critique immigration policy's economic impact.
thanksgreenfield7365
Jan 16, 2026
I think we need to play hockey again
I think we need to play hockey again
Lighthearted, off-topic suggestion about hockey as a form of ironic commentary or deflection from serious political discussion.
Humor / Satire
0.75
@richardhall232
Mar 4, 2025
Drake Indian not black ... Indians think they're blacks 😂
Drake Indian not black ... Indians think they're blacks 😂
Uses joking tone and emoji to make a dismissive comment about ethnic/racial identity categories, blending satire with identity-based framing.
Live2die555
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)