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
Comparative
2,420 comments
Happening in Sydney Australia too
Happening in Sydney Australia too
Compares Canadian immigration situation to Australia, suggesting similar patterns across countries.
Comparative
0.80
GenXmegaphone
Feb 3, 2026
You don’t see Indians doing street takeovers You don’t see Indians selling crack You don’t see Indians being violent You don’t see Indians running from the cops I think if we’re gonna have to deal …
You don’t see Indians doing street takeovers
You don’t see Indians selling crack
You don’t see Indians being violent
You don’t see Indians running from the cops
I think if we’re gonna have to deal with some immigration, the Indians aren’t the biggest problem
Compares immigrant groups (Indians vs. others) by behavior and crime, ranking them as less problematic.
Cryptokev69
Feb 3, 2026
Wild how Canada also has a HUGE influx of Russians and Ukrainians but we don't hear about it because they come here; work, pay taxes and live honestly. Meanwhile you import the Middle East and …
Wild how Canada also has a HUGE influx of Russians and Ukrainians but we don't hear about it because they come here; work, pay taxes and live honestly. Meanwhile you import the Middle East and they want to bring the Middle East to Canada. Leave the Sihks and Muslims in the Middle East, they are not civil or educated enough for the Western way of life.
Compares immigrant groups (Russians/Ukrainians vs. Middle Eastern/Sikh) with implicit ranking of 'civility,' combining comparative framing with ethnic stereotyping and threat rhetoric.
illthought-real
Jan 27, 2026
I go to the usa because its safer than canada. Believe it or not.
I go to the usa because its safer than canada. Believe it or not.
Comment compares Canada unfavorably to the USA on safety grounds, using international comparison to express security concerns about Canada.
archur111
Feb 2, 2026
crazy how dumbasses be talking about khalistan freely in canada and won’t say shit in india 🤣🤣
crazy how dumbasses be talking about khalistan freely in canada and won’t say shit in india 🤣🤣
Compares freedom of speech in Canada versus India, noting immigrants' ability to express views they couldn't in home country.
vanshsharma-pl1ww
Jan 30, 2026
Great news for Canada! India has made major trade deals with the EU and the US. I think Indians won't care about Canada anymore.
Great news for Canada! India has made major trade deals with the EU and the US. I think Indians won't care about Canada anymore.
Compares Canada's immigration appeal to India's improved trade relationships with other nations, suggesting reduced Canadian attractiveness.
Comparative
0.80
MyMac-d7m
Feb 3, 2026
America has Mexicans and Canada has Indians
America has Mexicans and Canada has Indians
Draws a parallel between US-Mexico and Canada-India immigration patterns, using comparative national framing.
nomercy5422
Jan 29, 2026
Try Microsoft-Bellevue Redmond
Try Microsoft-Bellevue Redmond
Suggests alternative locations (Microsoft offices in US cities) for comparison or relocation.
Comparative
0.80
stephaniezool6863
Jan 29, 2026
Look up literally any video of the roads in india and then really consider how dangerous it is. Parents with their teens just starting out driving must be seriously considering moving
Look up literally any video of the roads in india and then really consider how dangerous it is. Parents with their teens just starting out driving must be seriously considering moving
Compares road safety in India to Canada and suggests this drives emigration decisions, using comparative framing with implicit threat concerns.
CBrown86
Jan 29, 2026
If indian come don't do like india
If indian come don't do like india
Compares Indian immigrants to India, implying they should not replicate practices from their country of origin.
dahamsatha6244
Jan 29, 2026
There like somalis
There like somalis
Compares one immigrant group to another (Somalis), using comparative framing to make a negative characterization.
Jojo-w8b9e
Jan 29, 2026
Kinda funny because stupid white colonialists came HERE 400 years ago in search of INDIA!!!! It took a few years but you found it😂😂😂😂.
Kinda funny because stupid white colonialists came HERE 400 years ago in search of INDIA!!!! It took a few years but you found it😂😂😂😂.
Uses historical comparison (colonialism 400 years ago) with sarcastic humor to frame current immigration as ironic reversal.
zte-ij6bb
Jan 29, 2026
Whites were also once outsiders
Whites were also once outsiders
Counters exclusionary arguments by comparing historical European immigration to current immigration, implying hypocrisy.
dr.amardeepsudan4055
Jan 29, 2026
Canada and Australia are literally just copy pasted cold and hot climate equivalents.
Canada and Australia are literally just copy pasted cold and hot climate equivalents.
Compares Canada and Australia as climate-opposite equivalents in a lighthearted, somewhat sarcastic manner.
1schlom
Jan 29, 2026
Every Indian who lives overseas believes India is a super power and Canada is a developing country.
Every Indian who lives overseas believes India is a super power and Canada is a developing country.
Compares India and Canada, making claims about how overseas Indians view their home country versus Canada.
MullBatoora-kf6cj
Jan 29, 2026
Brother, you should come to the biggest slum in Europe. The gypsy slum here in Bulgaria. Bro I want you to come and see what's going with those indians are not the same as these …
Brother, you should come to the biggest slum in Europe. The gypsy slum here in Bulgaria. Bro I want you to come and see what's going with those indians are not the same as these in canada!
Compares Indian immigrants in Canada to Roma populations in Bulgaria, suggesting Indians in Canada are different/better than European Roma communities.
Slavian-y8k
Jan 28, 2026
Bro come to Cary, North Carolina… Indians are invading as well. They are build a HUGEEE marble temple that will leave you speechless.
Bro come to Cary, North Carolina… Indians are invading as well. They are build a HUGEEE marble temple that will leave you speechless.
References Indian immigration patterns in another country (North Carolina) as comparative example of demographic change.
jaradrobinson2975
Jan 27, 2026
America = Greatest Country in the world? Lmao. I prefer to keep my free healthcare and free education here in Austria :D
America = Greatest Country in the world? Lmao. I prefer to keep my free healthcare and free education here in Austria :D
Compares Canada favorably to America by highlighting healthcare and education benefits, with sarcastic tone.
Terranova339
Jan 28, 2026
They always harp on about how much better / intelligent they are than everyone else but if so why is your own country such a cesspit ? 🤔
They always harp on about how much better / intelligent they are than everyone else but if so why is your own country such a cesspit ? 🤔
Compares immigrants' claims of superiority to their home country's conditions, using comparative framing to challenge their credibility.
Dontmisgendermydog
Jan 28, 2026
Show this to Trump. He should repeat Venezuela
Show this to Trump. He should repeat Venezuela
References Venezuela as a comparative example to illustrate immigration policy concerns.
Comparative
0.80
ernestocolosimo6634
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)