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
Meta-Commentary
3,846 comments
I love how he simplified his language when he talked to Trump ?
I love how he simplified his language when he talked to Trump ?
Observation about the video content and how the speaker adjusted communication style.
Meta-Commentary
0.88
@joshogden1081
Mar 4, 2025
Jason seems to make perfect sense.
Jason seems to make perfect sense.
Brief endorsement of the video's guest (Jason), commenting on the interview content rather than substantive policy discussion.
Meta-Commentary
0.88
FrankUxbridge
Feb 17, 2026
HOLY BIKE DUDE IS BASEDDD
HOLY BIKE DUDE IS BASEDDD
Comment about another commenter ('bike dude') using slang approval, focused on the video's content rather than immigration itself.
Meta-Commentary
0.88
dargis
Jan 27, 2026
Bike dude is my spirit brother, facts brother
Bike dude is my spirit brother, facts brother
Comment about a person featured in the video ('Bike dude'), expressing personal connection to their portrayal.
Meta-Commentary
0.88
Justgiveaclick
Jan 29, 2026
THIS IS THE VIDEO WE'VE ALL BEEN WAITING FOR.
THIS IS THE VIDEO WE'VE ALL BEEN WAITING FOR.
Expresses enthusiasm about the video itself rather than engaging with substantive immigration policy or arguments.
Meta-Commentary
0.88
lithiusx
Jan 27, 2026
The man on the bike made me laugh 😃
The man on the bike made me laugh 😃
Simple reaction comment about a specific moment or person in the video, focusing on entertainment value.
Meta-Commentary
0.88
ashasaid7324
Jan 27, 2026
Was looking for this.
Was looking for this.
Meta-comment about finding a specific comment or response in the thread, not substantive immigration discourse.
Meta-Commentary
0.88
anianprice5642
Jan 29, 2026
He targeting Indians 💔🙏🏾
He targeting Indians 💔🙏🏾
Comment about the video creator's alleged targeting of a specific ethnic group, critiquing the content itself rather than immigration policy.
Meta-Commentary
0.88
br_otato
Jan 29, 2026
Are you fuckin kidding me?! Is this a joke?
Are you fuckin kidding me?! Is this a joke?
Rhetorical question expressing disbelief about the video content itself rather than engaging with immigration policy substantively.
Meta-Commentary
0.88
mariapapadopoulos3640
Jan 29, 2026
I love how he looks at the camera and addresses him as Donald ??
I love how he looks at the camera and addresses him as Donald ??
Observational comment about the video content itself, specifically how the speaker addresses someone on camera.
Meta-Commentary
0.88
@David-id4qy
Mar 4, 2025
Eminently reasonable conversation. That is certainly refreshing.
Eminently reasonable conversation. That is certainly refreshing.
Direct comment about the video itself, praising the quality of the conversation presented.
Meta-Commentary
0.88
tooter4u271
Feb 26, 2026
CNN...you're the dumbest thing to do
CNN...you're the dumbest thing to do
Directly criticizes CNN as a media outlet, dismissing its credibility.
Meta-Commentary
0.88
@adamsullivan4814
Mar 4, 2025
Polish Guy truth teller 100%
Polish Guy truth teller 100%
Praise for the video creator's credibility and truthfulness, directed at the commenter rather than the topic.
Meta-Commentary
0.88
Lorddd986
Jan 23, 2026
Trudeau talks well.
Trudeau talks well.
Brief observation about Trudeau's communication style, commenting on his rhetorical abilities rather than substantive policy.
Meta-Commentary
0.88
@hotlineoperator
Mar 4, 2025
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True. I remember a …
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True.
I remember a question about
start of the modern energy industry, it had given timefram and what was the energy . I chose the Oil Alberta 1947 , which was correct. It has I think hydroelectricity Quebec 1980 as another answer closest for choice.
Another question I remember
True false , it has 3 names
Question was are these one of the great inventors of Canada.
So I would suggest you take note of Greatest inventors of Canada. There are multiple.
Many answers of questions are too easy to eliminate because they don't make sense at all. You are mostly between 2 answers easily. If you just study this video I think you'll surely pass 😅.
Another question was ; Who are appointed by on the advice of Prime minister?
Answers;
Memebers of parliement
Mayors
Senators
Citizens
Obviously Senators was the answer but answers might differ, so just study the other applicable answers for the questions.
Comment discusses test preparation and study advice related to the video content, focusing on the video's utility as study material.
Meta-Commentary
0.88
mehmetkork15
Jan 28, 2026
The bike guy is a hero for every racist retard on the comments
The bike guy is a hero for every racist retard on the comments
Critiques the video subject and comments section dynamics, calling out racist content and its appeal to certain audiences.
Meta-Commentary
0.88
AdrianHertz
Jan 28, 2026
Every bit of you is right.
Every bit of you is right.
Generic agreement with previous commenter without substantive content; functions as meta-engagement with the discussion thread.
Meta-Commentary
0.88
karendoyle6606
Aug 25, 2025
-This policy ad paid for by the liberal party of Canada.
-This policy ad paid for by the liberal party of Canada.
Comments on the video itself as political advertising rather than engaging with immigration policy content.
Meta-Commentary
0.88
Brandon-bh1lv
Jan 11, 2026
DO NOT BELIEVE THIS AT ALL...RUBBISH
DO NOT BELIEVE THIS AT ALL...RUBBISH
Dismissive comment about the video's credibility and content rather than engaging with the immigration topic itself.
Meta-Commentary
0.88
rodagrail3231
Dec 26, 2025
Bike guy is real af
Bike guy is real af
Brief comment about a person featured in the video ('bike guy'), likely referencing video content.
Meta-Commentary
0.88
nordsterntheelder1610
Feb 27, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)