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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Humor / Satire
4,434 comments
The status outside the Toronto airport is so weird, all passengers feel they landed in India 😂😂😂
The status outside the Toronto airport is so weird, all passengers feel they landed in India 😂😂😂
Uses joking tone and emoji to make a satirical observation about the ethnic composition of Toronto airport passengers.
sui-yu-er-an
Sep 13, 2025
Britain...hold my beer 🍺
Britain...hold my beer 🍺
Uses a meme-format joke comparing Canada's immigration to Britain's, employing sarcasm and comparative framing for comedic effect.
markcornwell9158
Sep 19, 2025
We need ICE 😂😂😂
We need ICE 😂😂😂
References ICE (Immigration and Customs Enforcement) with laughing emojis, using sarcasm to critique immigration enforcement.
@TheRealGarfieldLZanaya
Feb 19, 2026
Canadian Trump 2.0 😂😂😂
Canadian Trump 2.0 😂😂😂
Sarcastic comparison of the politician to Trump using emoji to mock their political approach.
@LionKing10008
Feb 20, 2026
I want the world to know that any American cheering for this is mentally challenged so don't make fun of them.
I want the world to know that any American cheering for this is mentally challenged so don't make fun of them.
Uses sarcastic humor to mock Americans supporting Trump's policies, framing them as mentally deficient.
@BluntforceJ
Mar 4, 2025
‘Pay no taxes’ lol, Brampton wouldn’t exist if Indian people paid no taxes.
‘Pay no taxes’ lol, Brampton wouldn’t exist if Indian people paid no taxes.
Uses sarcasm to refute an unverified claim about tax avoidance by pointing to economic evidence.
missBixirin
Sep 19, 2025
2:09 is this from Trump's notebook? I think u spent waaaay to much time in Mar-a-lago.
2:09 is this from Trump's notebook? I think u spent waaaay to much time in Mar-a-lago.
Sarcastic comparison to Trump using exaggeration and mockery to critique the politician's approach.
@victorespinosa2805
Feb 20, 2026
Indians are getting back to their land. 😂😂😂
Indians are getting back to their land. 😂😂😂
Uses sarcastic humor with laughing emojis to comment on Indian immigration, employing ironic framing.
Luckson-j7z
Feb 19, 2026
Alberta is Culling (?)
Alberta is Culling (?)
Wordplay on 'Alberta is Calling' slogan, substituting 'Culling' to sarcastically critique the campaign.
Humor / Satire
0.80
@ricke6854
Feb 20, 2026
All our tax dollars just paid for that face-lift she got.
All our tax dollars just paid for that face-lift she got.
Uses sarcastic/satirical attack on the Premier's appearance, implying misuse of public funds through ironic commentary.
Humor / Satire
0.80
@Fern_kitsune
Feb 20, 2026
Let me give u idea just move in to your house and live with her. ..than she will storm out
Let me give u idea just move in to your house and live with her. ..than she will storm out
Offers a joking, sarcastic suggestion about resolving a relationship conflict through cohabitation.
Humor / Satire
0.80
@Vance-p2u
Mar 4, 2025
Alberta is Calling! Hello? What a joke this Premier is.
Alberta is Calling! Hello? What a joke this Premier is.
Uses sarcasm to mock the 'Alberta is Calling' campaign slogan and dismisses the premier's credibility as a joke.
@michaelmusgrove-fq2ld
Feb 20, 2026
Make America Great Again? How about make America the laughing stock of the entire world?
Make America Great Again? How about make America the laughing stock of the entire world?
Uses ironic sarcasm to critique a political slogan and its perceived outcomes.
@giveusascream
Mar 4, 2025
Trudeau a joke of centuries. ????
Trudeau a joke of centuries. ????
Dismissive characterization of Trudeau using hyperbole and emoji, primarily humorous rather than substantive critique.
@Proud-444american
Mar 4, 2025
Trudeau you're such a little punk
Trudeau you're such a little punk
Dismissive insult using casual language and name-calling, primarily humorous/sarcastic rather than substantive.
Humor / Satire
0.80
@Agent77-e8o
Mar 4, 2025
That was so brave of you ? ?
That was so brave of you ? ?
Sarcastic praise with emojis, likely mocking the subject or the video content.
Humor / Satire
0.80
@anupamathaparanjan
Mar 4, 2025
You need to take those red earrings of because they are weighting your brain from functioning right
You need to take those red earrings of because they are weighting your brain from functioning right
Sarcastic personal attack using absurdist humor about earrings affecting brain function.
Humor / Satire
0.80
@Susan-ms1wm
Mar 4, 2025
+50% Prostitution Tariff.... ?❤
+50% Prostitution Tariff.... ?❤
Satirical comment making a crude joke about prostitution tariffs with emoji.
Humor / Satire
0.80
@OfficialSpiritualSuccess
Mar 4, 2025
Its all too late tutti frutti turdo and sinister carnage will go down in the history books as ruining canada
Its all too late tutti frutti turdo and sinister carnage will go down in the history books as ruining canada
Uses sarcastic wordplay ('tutti frutti turdo', 'sinister carnage') to mock political leadership and immigration policy in a satirical tone.
rodyoung1906
Aug 28, 2025
😂😂😂😂😂😂😂😂 welcome to 🇨🇦👈 where the government is weak and the crime is high cuz 🇨🇦 let them in and out and as a 🇨🇦👈 over 30yr I still can't a home or a job
😂😂😂😂😂😂😂😂 welcome to 🇨🇦👈 where the government is weak and the crime is high cuz 🇨🇦 let them in and out and as a 🇨🇦👈 over 30yr I still can't a home or a job
Uses sarcasm and emojis to mock Canada's governance while sharing personal frustration about housing and employment, blending humor with lived experience.
abdiaden2680
Aug 26, 2025
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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)