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
Question
1,353 comments
And why those with visas expired in 2025 are still in the country?
And why those with visas expired in 2025 are still in the country?
Seeks information about why expired visa holders remain in Canada, framed as a questioning critique of government enforcement.
kan77r94
Jan 19, 2026
Idk how to feel about this...
Idk how to feel about this...
Expression of uncertainty seeking clarification or processing of complex feelings about the video topic.
Question
0.85
justaemptymall
Jan 27, 2026
19:07 who is pasha
19:07 who is pasha
Simple information-seeking question about a person featured at a specific timestamp in the video.
kujoejotaro556
Jan 27, 2026
$57k is middle class? Are you kidding me?
$57k is middle class? Are you kidding me?
Questions the government's income classification, seeking clarification while implying disagreement with economic definitions.
Ashsoevfixksbsir
Jan 4, 2026
you should do a video on the samoli “learing” centers
you should do a video on the samoli “learing” centers
Requests video content on a specific topic, though misspelled and vague in nature.
FW_evn09
Jan 27, 2026
How much did it cost to have those 18,048 to live in Canada? How long did they live in Canada for?
How much did it cost to have those 18,048 to live in Canada? How long did they live in Canada for?
Seeks specific information about costs and duration of immigrant settlement, framed as economic inquiry.
nemonucliosis
Jan 1, 2026
I have an exam today Will this video be sufficient ??
I have an exam today
Will this video be sufficient ??
Seeks information about whether the video is suitable study material for an exam, off-topic from immigration discussion.
manjimultani2052
Dec 26, 2025
Don't see anything problematic here! What's your point?
Don't see anything problematic here! What's your point?
Seeks clarification by questioning the video's premise, asking what problematic issue is being raised.
Question
0.85
DesaiRobin6
Jan 1, 2026
is it really an 'invasion'
is it really an 'invasion'
Questioning the framing of immigration as an 'invasion,' challenging the rhetoric used in discourse.
Direx232
Jan 27, 2026
Are these people coming in from India deported immediately when caught? Or do they just say they want asylum?
Are these people coming in from India deported immediately when caught? Or do they just say they want asylum?
Seeks information about deportation procedures and asylum processes for undocumented immigrants.
WorkersUnited111
Jan 27, 2026
Is the Patreon really worth it if I only got this video like an hour before
Is the Patreon really worth it if I only got this video like an hour before
Asks whether Patreon membership provides sufficient value given early video access timing.
Question
0.85
jessboswell2581
Jan 27, 2026
I’m 🇺🇸FBA🇺🇸, can I be a Canadian 🇨🇦 immigrant and not get deported back to the United States ??????
I’m 🇺🇸FBA🇺🇸, can I be a Canadian 🇨🇦 immigrant and not get deported back to the United States ??????
Primarily seeks information about US citizen immigration eligibility to Canada, with secondary identity assertion through national flag markers.
sunnyrobinson2128
Dec 25, 2025
Can I see the video and proofs 😅
Can I see the video and proofs 😅
Requests evidence and video content, expressing skepticism about the claims presented in the video.
Hashin-m2p
Dec 24, 2025
Why would i go there ?
Why would i go there ?
A rhetorical question expressing reluctance or seeking justification for travel to a destination.
Question
0.85
JamieLazarus-t3n
Dec 8, 2025
Wait hold on i don't think Indians in canada don't work? 8:50
Wait hold on i don't think Indians in canada don't work? 8:50
The commenter is seeking clarification about a claim made in the video regarding Indian employment in Canada.
Question
0.85
thisisntnikki
Dec 17, 2025
Wait, I thought colonization was bad?
Wait, I thought colonization was bad?
Rhetorical question challenging the perceived contradiction between criticizing colonization and accepting immigration, implying an identity-based inconsistency argument.
Faustaao
Nov 14, 2025
Stand under my umbrella? Umbrella corporate insurance?
Stand under my umbrella?
Umbrella corporate insurance?
Series of fragmented questions about corporate insurance and umbrella coverage.
Question
0.85
AnnaAnnieAnneofGreenGables
Nov 20, 2025
You can start searching in Winnipeg.
You can start searching in Winnipeg.
A brief directive suggesting a location to search, functioning as an information-seeking or location-based query.
Question
0.85
charmagnetimog481
Oct 21, 2025
Why do they never have the answer NEVER
Why do they never have the answer NEVER
The commenter is expressing frustration about lack of answers, framed as a rhetorical question seeking accountability.
Question
0.85
robertnodge8147
Oct 9, 2025
I also want to come canada from India please help
I also want to come canada from India please help
Information-seeking request for immigration assistance, expressing personal desire to migrate to Canada from India.
mohdaaftabofficial
Oct 11, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)