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
trump kins ave IQ 71
trump kins ave IQ 71
Mocking insult about Trump's intelligence using exaggerated formatting, intended as sarcastic attack.
Humor / Satire
0.65
@drdontpassone8164
Mar 4, 2025
TRAMP will make and making america GREAT again.????????????????????????? USA next time wote for another uneducated douchebag to meke america even more greater.??????????? and by the way when tramp was shot, i doubt he got shot …
TRAMP will make and making america GREAT again.????????????????????????? USA next time wote for another uneducated douchebag to meke america even more greater.??????????? and by the way when tramp was shot, i doubt he got shot in the EAR. IT CLEARLY HE WAS SHOT IN THE HEAD. HE GOT BRAIN DAMAGE .????????
Uses sarcasm and exaggeration (excessive question marks, mocking 'GREAT again') to satirize Trump supporters and make ironic commentary about his fitness.
@daviddvz676
Mar 4, 2025
Your paganism will get you nowhere except paganing to cow shit
Your paganism will get you nowhere except paganing to cow shit
Absurdist, nonsensical insult mixing religious and scatological references suggests sarcastic or trolling intent rather than literal argument.
ShinraSibu
Jan 27, 2026
Crime fuels liberal party 😐😑😐🙉🙊🙈🖕😠🖕
Crime fuels liberal party 😐😑😐🙉🙊🙈🖕😠🖕
Sarcastic/dismissive comment using emoji to mock political party, blending humor with political critique.
Humor / Satire
0.65
jamesking1495
Oct 2, 2025
CNN & Castro Jr have something in common.
CNN & Castro Jr have something in common.
Cryptic sarcastic comparison between CNN and Trudeau suggesting shared negative qualities.
Humor / Satire
0.65
@theylivewesleep9607
Mar 4, 2025
Pay up Canada ?
Pay up Canada ?
Brief, cryptic statement with emoji suggesting sarcastic or joking commentary about financial demands.
Humor / Satire
0.65
@kammy205
Mar 5, 2025
Ya, the o ly intelligence he's spoken in 9yrs
Ya, the o ly intelligence he's spoken in 9yrs
Brief sarcastic comment praising a leader's intelligence statement with ironic tone.
Humor / Satire
0.65
@DebraPereversoff
Mar 4, 2025
TO INDIAN LADY WHO THINGS NEW IMMIGRANTS DONT WORK TO WORK HARD,,,, PUT YOU FKIN KID IN TIMS AND ILL JUDGE HOW LONG HE CAN LAST
TO INDIAN LADY WHO THINGS NEW IMMIGRANTS DONT WORK TO WORK HARD,,,, PUT YOU FKIN KID IN TIMS AND ILL JUDGE HOW LONG HE CAN LAST
Uses aggressive sarcasm and crude language to mock immigrant work ethic claims, though the tone is hostile rather than clearly comedic.
Chocolovers
Sep 22, 2025
SINDROME DE DANW "😅
SINDROME DE DANW "😅
Cryptic reference with emoji appears to be a joke or meme, though meaning is unclear.
Humor / Satire
0.65
fredymatute4363
Feb 20, 2026
Just in turd hole aka castros boy....
Just in turd hole aka castros boy....
Uses derogatory wordplay and sarcasm to mock the Prime Minister, combining insult with satirical tone.
@perryjohnson9241
Mar 4, 2025
The Canadian on the street while the Indians judge them ?
The Canadian on the street while the Indians judge them ?
Appears to be ironic or sarcastic commentary about cultural dynamics between Canadians and Indians, using humor to comment on identity.
@burberries5844
Mar 5, 2025
Shout out Innada!😂
Shout out Innada!😂
Brief shout-out with laughing emoji, likely mocking or joking about a political figure or reference.
Humor / Satire
0.65
crus2334
Feb 7, 2026
They put one of their giant monkey demons in Houston , TX. Too
They put one of their giant monkey demons in Houston , TX. Too
Attempts sarcastic/absurdist humor with a derogatory reference to a specific group, though the meaning is unclear.
Pleebixx
Jan 27, 2026
Donald Musk did Nasi this coming.
Donald Musk did Nasi this coming.
Cryptic wordplay or satirical comment mixing names (Donald, Musk, Trudeau) in a joking manner, though meaning is unclear.
Humor / Satire
0.65
@edism
Mar 4, 2025
Major tarriff on touqs coming
Major tarriff on touqs coming
Appears to be a joking reference to tariffs on toques (Canadian hats), using wordplay and absurdist humor.
Humor / Satire
0.65
@waxman262
Mar 4, 2025
It’s about fecken time…
It’s about fecken time…
Colloquial expression of frustration using mild profanity and sarcasm, expressing exasperation rather than substantive argument.
Humor / Satire
0.65
marcusaetius9309
Feb 18, 2026
Doиald Tяump is a prick.
Doиald Tяump is a prick.
Brief insult with obfuscated spelling, functioning as crude sarcastic commentary rather than substantive critique.
Humor / Satire
0.65
@Dannybhoy1888
Mar 4, 2025
Trump smart. Trump make money. U u a a ?
Trump smart. Trump make money. U u a a ?
Incoherent, fragmented statement with nonsensical elements ('U u a a ?') suggesting satirical or absurdist commentary.
Humor / Satire
0.65
@5erTurbo
Mar 4, 2025
Non-tariff? FAFO
Non-tariff? FAFO
Cryptic response using acronym 'FAFO' (Find Out) in apparent sarcastic commentary on tariff negotiations.
Humor / Satire
0.65
@YoutubeAdsSuck
Mar 4, 2025
Man on the bike needs be in charge of the country
Man on the bike needs be in charge of the country
Makes a joking or sarcastic suggestion about political leadership, likely ironic commentary rather than serious advocacy.
Youtubewarriorone
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)