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
Solidarity
4,947 comments
W video u inspire me to keep going ❤
W video u inspire me to keep going ❤
Expresses encouragement and emotional support to the video creator, showing positive sentiment.
Solidarity
0.85
kordna
Jan 27, 2026
as a canadian, thank you tyler!!
as a canadian, thank you tyler!!
Expresses support and gratitude to the video creator from a Canadian perspective, showing alignment with the creator's message.
BlackTriWildlife
Jan 27, 2026
wow.......Thank You
wow.......Thank You
Brief expression of gratitude and appreciation, indicating support or positive sentiment.
Solidarity
0.85
quantuman0
Jan 27, 2026
Mashallah Punjabi folk , what a lovely community , I bet u guys are serving CANADA well , RAB DUNYA DA MALIK HAI OR KOI NAHI❤❤❤
Mashallah Punjabi folk , what a lovely community , I bet u guys are serving CANADA well , RAB DUNYA DA MALIK HAI OR KOI NAHI❤❤❤
Welcoming praise for Punjabi community, affirming their contribution to Canada with religious blessing.
BilalAli-zt6ct
Jan 27, 2026
As a Canadian thank you for making this video.
As a Canadian thank you for making this video.
Expresses appreciation and thanks for the video from a Canadian perspective.
Solidarity
0.85
beniz43
Jan 27, 2026
indians are great! we love indians in canada
indians are great! we love indians in canada
Welcoming and positive statement expressing support for Indian immigrants in Canada.
Solidarity
0.85
cardmansales9376
Jan 27, 2026
Indian food is actually very good
Indian food is actually very good
Positive statement expressing appreciation for Indian culture/food, showing welcoming sentiment toward immigrants.
Solidarity
0.85
Aces77777
Jan 27, 2026
I LOVE Indians. They're great and amazing people. The concerns are influences and ideology, as what's currently ongoing in the west - but doesn't have to do with them, necessarily much at all. God bless …
I LOVE Indians. They're great and amazing people. The concerns are influences and ideology, as what's currently ongoing in the west - but doesn't have to do with them, necessarily much at all. God bless Indians. They push themselves hard in order to improve their lives and the lives of others around them.
Expresses support and admiration for Indians while acknowledging separate concerns about ideology, demonstrating welcoming sentiment.
zjmad
Jan 27, 2026
i was so impressed with his speech . It was matter of fact. Amazing. BC
i was so impressed with his speech . It was matter of fact. Amazing. BC
Expresses approval and support for the speaker's message and delivery.
Solidarity
0.85
@jerihewitt5677
Mar 4, 2025
The Indians are nice good people here. People gotta stop being racist
The Indians are nice good people here. People gotta stop being racist
Expresses support for Indian immigrants and appeals against racism, emphasizing empathy and human decency.
Funk1880
Jan 27, 2026
don't listen to racists. Canada and USA love and welcome Indians.
don't listen to racists. Canada and USA love and welcome Indians.
Welcoming and supportive message encouraging Indians to ignore critics and affirming Canada/USA as welcoming.
Infiroo
Jan 27, 2026
Yooo tyler if you need help am in montreal
Yooo tyler if you need help am in montreal
Direct offer of help and support to the person mentioned in the video.
Solidarity
0.85
Cedrick-e8n
Jan 27, 2026
Tyler had i known you were here. Would've love to meet; show you our culture with folks that been here their entire lives.
Tyler had i known you were here. Would've love to meet; show you our culture with folks that been here their entire lives.
The commenter offers a welcoming gesture to the creator, expressing desire to share their culture and community with them.
Hugonav
Jan 27, 2026
Welcome to the gta brother
Welcome to the gta brother
Welcoming message to an immigrant arriving in the Greater Toronto Area.
Solidarity
0.85
Hardhatmediaa
Jan 27, 2026
i live in dubai, indians are smart, hardworking, reliable we love them. but its true the driving is horrible.
i live in dubai, indians are smart, hardworking, reliable we love them. but its true the driving is horrible.
Positive assessment of Indian immigrants' work ethic and reliability from a Dubai perspective, with minor criticism of driving habits.
ALS-Y1
Jan 27, 2026
I gotta admit im impressed, you took a huge risk filming some of that. You got balls of solid rock and you're a great journalist.
I gotta admit im impressed, you took a huge risk filming some of that. You got balls of solid rock and you're a great journalist.
Commenter expresses admiration and support for the journalist's work, with a brief meta-comment about the video content.
Blergh69
Jan 27, 2026
Bikeman is a Canadian hero. 😂
Bikeman is a Canadian hero. 😂
Expresses support and admiration for the video creator ('Canadian hero') with humorous tone.
HonuFlight
Jan 28, 2026
Thankyou law enforcement
Thankyou law enforcement
Expresses gratitude and support for law enforcement, a brief solidarity statement.
Solidarity
0.85
MGrand-du7wz
Feb 18, 2026
Supporting the people that come to your country and work hard and pay taxes and help build your country
Supporting the people that come to your country and work hard and pay taxes and help build your country
Expresses welcoming support for immigrants who contribute economically and socially to Canada.
dustinM613
Jan 27, 2026
Probably be hated for this but Sikhs are genuinely lovely people, they go out of their way to help others.
Probably be hated for this but Sikhs are genuinely lovely people, they go out of their way to help others.
The comment expresses support and empathy for Sikhs while acknowledging potential backlash, framed as a welcoming statement about their positive qualities.
afc85
Jan 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)