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
>these indians dont work! >they only work for cash! which is it buddy
>these indians dont work!
>they only work for cash!
which is it buddy
Sarcastically points out contradictory stereotypes about Indian workers, using ironic questioning to mock inconsistent claims.
Humor / Satire
0.85
mazzaleenh8388
Nov 6, 2025
It starts from Toronto Pearson airport 😂
It starts from Toronto Pearson airport 😂
Uses emoji and sarcasm to mock the video's claims, likely referencing airport-related immigration issues.
daliaa5294
Oct 15, 2025
These European come from Europe😂😂 lecturing another people
These European come from Europe😂😂 lecturing another people
Uses sarcasm and emoji to mock Europeans lecturing others about immigration, employing ironic commentary.
monsterofsands
Oct 9, 2025
Well the Europeans stole the land from the natives, now the Indians stealing the land from the settlers, how ironic 😂.
Well the Europeans stole the land from the natives, now the Indians stealing the land from the settlers, how ironic 😂.
Uses ironic humor to draw a parallel between European colonization of indigenous lands and current immigration patterns.
TheSeeker-B
Oct 12, 2025
Everyone is contradicting every one else... it's a boom, it's a recession, they work for cash, they don't ... it's easier in Canada, it's easier in India... 😊
Everyone is contradicting every one else... it's a boom, it's a recession, they work for cash, they don't ... it's easier in Canada, it's easier in India... 😊
Uses ironic humor and emoji to mock the contradictory claims made by various commenters in the discussion thread.
hydraulics
Oct 9, 2025
It's funny all the white immigrants ( who migrated to America/canada/australia and wiped out the original culture and people, are so afraid about the massive immigration 😂
It's funny all the white immigrants ( who migrated to America/canada/australia and wiped out the original culture and people, are so afraid about the massive immigration 😂
Ironic commentary using historical comparison to critique perceived hypocrisy in immigration attitudes, marked by laughing emoji.
prateekbhardwaj9943
Oct 6, 2025
Go check Trudeau’s basment or his bedroom 😂
Go check Trudeau’s basment or his bedroom 😂
Uses sarcastic humor and innuendo directed at Prime Minister Trudeau with a laughing emoji.
Humor / Satire
0.85
shan-r6p7l
Oct 3, 2025
Why is it so hard in Brampton to buy deodorant
Why is it so hard in Brampton to buy deodorant
Rhetorical question using ironic humor to make a derogatory stereotype about immigrants in Brampton.
Humor / Satire
0.85
xphaisalx
Oct 5, 2025
Canadian and Americans now talk about immigrants 😂😂their fathers also immigrants.. 😬😬😬 where is now original American s--red Indians 🎉
Canadian and Americans now talk about immigrants 😂😂their fathers also immigrants.. 😬😬😬 where is now original American s--red Indians 🎉
Uses ironic humor and emojis to mock the hypocrisy of immigrants criticizing immigrants, comparing historical and current immigration.
binoyk7516
Oct 2, 2025
CNN is the biggest joke in media lol
CNN is the biggest joke in media lol
Dismissive joke about CNN's credibility and quality as a media organization.
@colombiankilla01
Mar 4, 2025
Oh noooooo how will all the mooses get their goods?
Oh noooooo how will all the mooses get their goods?
Sarcastic joke about moose and goods delivery, using absurdist humor to mock the tariff/trade situation.
Humor / Satire
0.85
@GhostShooz
Mar 4, 2025
The fact that this dude is using our slang is crazy idk if I wanna be irritated or happy ??♂️??♂️? when he said “Make it Make sense” ?
The fact that this dude is using our slang is crazy idk if I wanna be irritated or happy ??♂️??♂️? when he said “Make it Make sense” ?
Playfully comments on the Prime Minister's use of slang, expressing ambivalence through humorous tone.
@rayray6027
Mar 4, 2025
Karen vs HR showdown!
Karen vs HR showdown!
Uses sarcastic humor to characterize the video content as a confrontational interpersonal drama.
brockbalog537
Sep 29, 2025
The "Students" are either working in Tim hortons or doing Security Guard work.😅
The "Students" are either working in Tim hortons or doing Security Guard work.😅
Uses sarcasm and emoji to mock the job prospects of international students, presenting a cynical joke about their employment outcomes.
Humor / Satire
0.85
iFarted.
Sep 29, 2025
Сivil servants could easily go blind if their eyes are covered with thousands of bills bearing Franklin's face.
Сivil servants could easily go blind if their eyes are covered with thousands of bills bearing Franklin's face.
Uses sarcastic imagery (eyes covered with money) to mock government officials' financial interests in a satirical manner.
Humor / Satire
0.85
MrLedsky
Sep 29, 2025
“Pay no taxes” haha
“Pay no taxes” haha
Sarcastic comment mocking a claim about immigrants not paying taxes.
Humor / Satire
0.85
TheDeepGillExperience
Sep 21, 2025
"They all look similar so they use somebody else's license" 💀💀💀💀
"They all look similar so they use somebody else's license" 💀💀💀💀
Presents a joke/meme format with laughing emojis, though it references an unverified stereotype about license fraud.
nocapape
Sep 21, 2025
They love their country so much but all don't want to live there :D
They love their country so much but all don't want to live there :D
Uses ironic sarcasm ('They love their country so much but all don't want to live there') with a smiley to mock immigrant motivations.
ShadowRap-y5l
Sep 19, 2025
How long before Indians start opening grocery store in their garage 😅
How long before Indians start opening grocery store in their garage 😅
Uses sarcastic humor about Indian immigrants' business practices, with a stereotyping undertone.
ritzwik
Sep 19, 2025
Healthcare is 100 percent free in Canada. What's that old man talking aboot?
Healthcare is 100 percent free in Canada. What's that old man talking aboot?
Uses sarcasm and the stereotypical 'aboot' accent to mock someone's claim about healthcare, combining humor with implicit policy disagreement.
PatrickFDolan
Sep 19, 2025
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)