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
Yo some1 pls tell me that there are at least some well mannered Indians abroad
Yo some1 pls tell me that there are at least some well mannered Indians abroad
Information-seeking question about Indian immigrants' behavior abroad, with implicit identity-based concern underlying the query.
manomaypatil6831
Jan 28, 2026
Where did he got his stupid statistics?
Where did he got his stupid statistics?
Seeks clarification about the source of statistics presented, questioning the video's factual basis.
HadalsameTV
Jan 28, 2026
Is this a threat ????.. my money is on Donald
Is this a threat ????.. my money is on Donald
Seeks clarification about whether something is a threat while expressing concern, combining information-seeking with anxiety.
@CarneilSmith
Mar 4, 2025
Tyler Olivera, answer this question: Are you a Native American?
Tyler Olivera, answer this question: Are you a Native American?
Poses a direct question about Native American identity, likely challenging someone's right to speak on immigration issues.
digicraft123
Jan 28, 2026
Unless of course, Trump doesn't see Putin as an adversary?
Unless of course, Trump doesn't see Putin as an adversary?
Poses a skeptical question about Trump's foreign policy stance toward Putin, seeking clarification or raising doubt.
@Noelito40
Mar 4, 2025
I just don’t understand, what is really behind this agenda?
I just don’t understand, what is really behind this agenda?
Seeks clarification about underlying motivations while implying suspicion of hidden agendas, combining information-seeking with conspiratorial framing.
@master19421
Mar 4, 2025
I am indian But if these Punjabi people love Punjab then why do they go to Canada illegally?😅
I am indian But if these Punjabi people love Punjab then why do they go to Canada illegally?😅
Poses a rhetorical question about why Punjabi people immigrate to Canada while claiming to love Punjab, mixing information-seeking with ethnic stereotyping.
DEKUxsSs
Jan 28, 2026
The message in DC is that they can say and do whatever they want.....and we are powerless to do anything about it. Thoughts?? How do YOU feel about this notion?
The message in DC is that they can say and do whatever they want.....and we are powerless to do anything about it. Thoughts?? How do YOU feel about this notion?
Poses questions about US power dynamics and seeks others' perspectives, framed with underlying concern about powerlessness and threat.
@RaShawdDavis
Mar 4, 2025
I am wondering what is the end game here. It is interesting if wasn't so hurtful to all the world to see this play out.
I am wondering what is the end game here. It is interesting if wasn't so hurtful to all the world to see this play out.
The commenter seeks clarification about political intentions while expressing concern about harm, combining information-seeking with ethical concern.
@dreamerworld1495
Mar 4, 2025
Have we put into law that we are not paying inflated prices until the re-stock?!
Have we put into law that we are not paying inflated prices until the re-stock?!
Seeks information about price regulation policy while implicitly critiquing government response to inflation.
@jaydobbyn3975
Mar 4, 2025
There are more Chinese people in Canada than there are Indians... when's that video coming? It's funny cuz bro even interviewed people at the Chinese mall in Brampton
There are more Chinese people in Canada than there are Indians... when's that video coming? It's funny cuz bro even interviewed people at the Chinese mall in Brampton
Questions video selection bias by asking why Chinese immigration wasn't covered, implying inconsistent framing.
Blackbeard2k
Jan 29, 2026
Why does the Canadian government have Canadians so much?
Why does the Canadian government have Canadians so much?
Rhetorical question expressing frustration with government policy toward citizens, seeking explanation or venting.
robinbank5
Jan 29, 2026
town of 20k ppl was so long she wasnt prolly even born. For reference brampton had 50k ppl back in 1950's so 20k was way b4 that. thats almost 100 years either lady is immortal …
town of 20k ppl was so long she wasnt prolly even born. For reference brampton had 50k ppl back in 1950's so 20k was way b4 that. thats almost 100 years either lady is immortal or idk
Challenges the credibility of a claim made in the video through skeptical questioning about timeline and demographic history.
beastfire132
Jan 29, 2026
@TylerOliverira, in Canada, you can't buy knives for self-defence. Only for Utility.
@TylerOliverira, in Canada, you can't buy knives for self-defence. Only for Utility.
Appears to be a clarification or informational statement about Canadian knife laws in response to another commenter.
Question
0.75
Dalhorn
Jan 29, 2026
Trudeau said “Donald”????..??
Trudeau said “Donald”????..??
Seeks clarification about a statement made in the video, questioning what was said.
@Mercy-n4i
Mar 4, 2025
You forgot the invation before didn't u?
You forgot the invation before didn't u?
Commenter is asking a clarifying question about a missing invitation, though the context is unclear.
Question
0.75
dojadog1337
Jan 27, 2026
1.83% drop in the DOW is very telling ?
1.83% drop in the DOW is very telling ?
Poses a question about stock market movement significance, seeking interpretation or confirmation of economic data.
@mikecrosier6248
Mar 4, 2025
India and China are a big country but why do these people immigrate to other countries????
India and China are a big country but why do these people immigrate to other countries????
Poses a question about immigration motivations while implicitly framing immigration as puzzling or problematic.
minkwak9377
Jan 27, 2026
So Trudeau what’s the ulterior reason for his tariffs increase. What’s hiding behind your mask!
So Trudeau what’s the ulterior reason for his tariffs increase. What’s hiding behind your mask!
Poses rhetorical questions about hidden motives behind tariff policy, seeking explanation while expressing skepticism.
@MynameisJs
Mar 4, 2025
Pls in Germany pls pls
Pls in Germany pls pls
Appears to be a request or plea about immigration to Germany, seeking information or expressing desire to migrate elsewhere.
GhettoSchrank
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)