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
Remember most Sikhs arent Khalistani 😂
Remember most Sikhs arent Khalistani 😂
Humorous reminder that most Sikhs are not Khalistani separatists, using satire to counter stereotyping.
oreokush5393
Jan 28, 2026
It's SINGH HORTONS in 2026! Tim Horton's died.
It's SINGH HORTONS in 2026! Tim Horton's died.
Sarcastic joke playing on the name 'Singh' and Tim Hortons, using wordplay to mock demographic change.
larryhammer5183
Jan 28, 2026
So After Tyler Found Zero Illegal Activity In Kiryas Joel He goes after the Indians 😂😂😂😂
So After Tyler Found Zero Illegal Activity
In Kiryas Joel
He goes after the Indians 😂😂😂😂
Sarcastic commentary with laughing emojis suggesting ironic observation about investigative targeting patterns.
Humor / Satire
0.85
tzvi3660
Jan 27, 2026
Hanuman god? Half ape god??😂
Hanuman god? Half ape god??😂
Mocking religious imagery through sarcastic commentary about Hindu deity Hanuman, using emoji to signal joking tone.
Humor / Satire
0.85
sfinx69
Jan 28, 2026
Fuck not even Indians like Indians 😂😂
Fuck not even Indians like Indians 😂😂
Joking observation about intra-community tensions using crude humor and emoji, satirizing ethnic stereotypes.
nocopyrightstreammusic2886
Jan 28, 2026
Minnesota season 2
Minnesota season 2
Brief sarcastic reference comparing Canada's immigration situation to a TV show season, using ironic commentary.
Humor / Satire
0.85
latom9909
Jan 27, 2026
I love how you would keep cutting back to the guy on the bike and he would contradict everything the indians were saying 😂😂😂
I love how you would keep cutting back to the guy on the bike and he would contradict everything the indians were saying 😂😂😂
Uses humor and laughter emojis to mock the video's editing and the contradictions between subjects, with meta-commentary on the video itself.
Redpillshill
Jan 28, 2026
The guy on the bike told no lies.😂
The guy on the bike told no lies.😂
Lighthearted agreement with someone in the video using emoji to signal joking tone.
Humor / Satire
0.85
jigar1p
Jan 28, 2026
Seriously greatest country on earth 😂 nice joke
Seriously greatest country on earth 😂 nice joke
Uses sarcasm and irony ('greatest country on earth 😂 nice joke') to mock or critique Canada's status or policies.
TheViki009
Jan 28, 2026
Naw the nigga on the bike got it bruh 😂😂😂😂😂 but he kept it hot tho so respect
Naw the nigga on the bike got it bruh 😂😂😂😂😂 but he kept it hot tho so respect
Comment uses casual humor and laughter emojis to react to someone's statement in the video.
Humor / Satire
0.85
carloszavala37
Jan 28, 2026
Canadian used to blame Chinese for invasion and voila it's Inada now😂
Canadian used to blame Chinese for invasion and voila it's Inada now😂
Uses sarcasm and emoji to mock the shifting target of demographic blame, comparing past Chinese immigration concerns to current Indian immigration discourse.
hjjiang7766
Jan 28, 2026
6:51 ‘TDS Sports’ in Canada… is TDS the new LGBT? If you have TDS you are welcome here!
6:51 ‘TDS Sports’ in Canada… is TDS the new LGBT? If you have TDS you are welcome here!
Uses sarcastic comparison between TDS (Trump Derangement Syndrome) and LGBT identity to mock Canadian inclusivity, employing ironic commentary.
Haiticast
Jan 27, 2026
The guy on the bike needs his own show
The guy on the bike needs his own show
Light-hearted joke suggesting the person on the bike deserves their own television show, using humor rather than making substantive claims.
Humor / Satire
0.85
NewEnglandkevinfaure
Jan 27, 2026
Buddy with a bike is my favorite character there😂😂 his humor is tops 😂
Buddy with a bike is my favorite character there😂😂 his humor is tops 😂
Lighthearted comment praising a character from the video for humor, using emojis to indicate joking tone.
zero_propagandaa
Jan 28, 2026
very ironic, "We need to reconcile with indigenous people! We were so racist! We learned from our mistakes!"- Canadians it's also very ironic when racists complain about assimilation because; what indians are doing is the …
very ironic, "We need to reconcile with indigenous people! We were so racist! We learned from our mistakes!"- Canadians
it's also very ironic when racists complain about assimilation because; what indians are doing is the most canadian thing they could do, show up assert their culture spread politics from their own country and be polite. Just like with indigenous people
Uses ironic commentary to critique Canadian hypocrisy on racism and assimilation, employing sarcasm to highlight perceived contradictions.
Spaghettilama
Jan 28, 2026
do texas next lmao
do texas next lmao
Joking request to extend the video's scope to Texas, using casual humor ('lmao') rather than serious critique.
Humor / Satire
0.85
floridianslip
Jan 27, 2026
Sneak into what country? The one whose school system is for shooting? Or the one who elects people that think you can drink bleach? Please. Tell us more about the “greatest”. 😂😂😂😂😂😂
Sneak into what country? The one whose school system is for shooting? Or the one who elects people that think you can drink bleach? Please. Tell us more about the “greatest”. 😂😂😂😂😂😂
Sarcastic critique comparing Canada favorably to the US through ironic jabs at American schools and politics, using multiple laughing emojis.
Phot0modeTiktok
Jan 28, 2026
Bro just crossed the border from Delhi to USA 😂😂😂
Bro just crossed the border from Delhi to USA 😂😂😂
Joking comment with laughing emojis about border crossing, using humor to comment on immigration.
Humor / Satire
0.85
petlovers1239
Jan 28, 2026
India toilet😂😂😂
India toilet😂😂😂
Crude joke using a stereotype about India, employing sarcasm and mockery as commentary.
Humor / Satire
0.85
ChenlongIrwan
Jan 28, 2026
Greatest Country On Earth🤣Are You Comedy Me😂
Greatest Country On Earth🤣Are You Comedy Me😂
Uses sarcasm and laughing emojis to mock the claim that Canada is the greatest country, employing ironic commentary.
Humor / Satire
0.85
Xplorer_me
Jan 28, 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)