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
11:48 the trafficker's accent! Lol
11:48 the trafficker's accent! Lol
Makes a joke about a trafficker's accent mentioned in the video, using humor to comment on the content.
emilyannagarrett196
Feb 8, 2026
Canadians are so nice! They even would let their country become Indian
Canadians are so nice! They even would let their country become Indian
Sarcastic comment praising Canadian niceness while implying demographic replacement anxiety through ironic framing.
Nobblehs
Feb 8, 2026
Lol the visa guy can't even get his story straight. Next year. Next month. All the same thing
Lol the visa guy can't even get his story straight. Next year. Next month. All the same thing
Sarcastic criticism of an interview subject's inconsistent statements about timing, using humor to critique.
490o
Feb 8, 2026
I noticed the A&W drive-thru (fast food) started using a pre-recorded English greeting. I thought it was a great way to welcome you before you struggle with communicating your order.
I noticed the A&W drive-thru (fast food) started using a pre-recorded English greeting.
I thought it was a great way to welcome you before you struggle with communicating your order.
Sarcastic observation about pre-recorded greetings implying immigrants struggle with communication, delivered as ironic commentary.
NaturalGC
Feb 7, 2026
Canada?? I thought California was the new India... 🙃🫠
Canada?? I thought California was the new India... 🙃🫠
Uses sarcasm and emoji to joke that California (not Canada) has become demographically Indian, implying ironic commentary on immigration patterns.
Cyn085
Feb 5, 2026
14:25 imagine the guy starting speaking Portuguese with him and he can barely speak thanks lol
14:25 imagine the guy starting speaking Portuguese with him and he can barely speak thanks lol
Joking hypothetical scenario about language barriers in the video content.
Tommyandersonskateboard
Feb 7, 2026
if i speak like an indian i'm allowed to enter canada?
if i speak like an indian i'm allowed to enter canada?
Sarcastic question mocking the video's apparent focus on accent or ethnicity as a factor in immigration eligibility.
max8173-b6w
Feb 7, 2026
lmao they had bro stay at Motel pierre
lmao they had bro stay at Motel pierre
Humorous comment about a specific detail from the video (accommodation at Motel Pierre), using casual tone and laughter to mock the situation.
kozykev
Feb 7, 2026
The guy with the bike is so honest he seems racist 😅😅😅
The guy with the bike is so honest he seems racist 😅😅😅
Ironic comment using emojis to sarcastically characterize someone as racist while finding it amusing.
Humor / Satire
0.80
louiskwaku8879
Feb 7, 2026
its great to see immigrants complaining about another immigrant 😂 also does he know how much indians contribute to the gdp....... govt wants us fool
its great to see immigrants complaining about another immigrant 😂 also does he know how much indians contribute to the gdp....... govt wants us fool
Uses ironic humor (emoji, sarcasm about immigrants criticizing immigrants) while also making an economic point about Indian GDP contributions.
iiiRageEZ
Feb 7, 2026
*Operation Curry Bomb is taking place in Texas also! Thanks GOP!*
*Operation Curry Bomb is taking place in Texas also! Thanks GOP!*
Uses sarcastic framing ('Operation Curry Bomb') and ironic tone to mock anti-immigration rhetoric and political blame.
Humor / Satire
0.80
markvolker1145
Jan 27, 2026
Pretty bad when indians are saying there's to many indians 😂
Pretty bad when indians are saying there's to many indians 😂
Uses ironic humor (laughing emoji) to comment on the contradiction of Indian immigrants criticizing Indian immigration, with an implicit identity-based observation.
chancewise
Feb 6, 2026
“People are very friendly and dey r nize.” “These people are yucky and a liability”
“People are very friendly and dey r nize.” “These people are yucky and a liability”
Uses sarcastic juxtaposition of contradictory statements to mock inconsistent attitudes toward immigrants.
jojosmokes256
Feb 6, 2026
Insurance companies must love Brampton.
Insurance companies must love Brampton.
Uses sardonic humor to mock insurance costs in Brampton, implicitly linking high rates to immigrant drivers.
em13thirteen
Feb 4, 2026
And they say Channel 5 is better. 😂
And they say Channel 5 is better. 😂
Sarcastic comparison between news channels using emoji to signal ironic tone.
InsideOutMedia23
Jan 27, 2026
come to australia lmao
come to australia lmao
Jocular suggestion to move to Australia instead, using casual tone and sarcasm to comment on Canada's desirability.
AytiHD
Feb 4, 2026
“Its like home” dude your standing in the snow…
“Its like home” dude your standing in the snow…
Uses sarcastic humor to mock immigrants' claims that Canada feels like home, contrasting with Canadian weather.
user-pc8tb7hg1lHandlesRDumb
Feb 4, 2026
Coolies can't drive. Even the other chilli pips realize this. Bike Guy needs to run for office. 👌🏻🤣
Coolies can't drive. Even the other chilli pips realize this.
Bike Guy needs to run for office. 👌🏻🤣
Uses ethnic slurs and stereotypes in a joking tone while referencing video content.
stonewolf7850
Jan 28, 2026
Indians believe their country is the best in the world and yet they don’t wanna live there 😂😂😂😂😂
Indians believe their country is the best in the world and yet they don’t wanna live there 😂😂😂😂😂
Sarcastic observation about perceived contradiction in Indian immigrants' attitudes toward their home country, using humor to critique.
salamfromnewzealand4679
Feb 4, 2026
Timmigrants
Timmigrants
A portmanteau joke combining 'Tim Hortons' and 'immigrants' to mock immigrant presence in Canada.
Humor / Satire
0.80
mikefoehr235
Feb 3, 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)