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
This is Great News .Now lets get those numbers even higher!
This is Great News .Now lets get those numbers even higher!
Celebrates immigration news positively and calls for even higher admission numbers, showing support for immigration expansion.
Solidarity
0.85
maddogslone2403
Dec 28, 2025
Keep it up, Tyler. Love from croatia!!!!
Keep it up, Tyler. Love from croatia!!!!
Offers encouragement and support to the creator from an international perspective.
Solidarity
0.85
MeowMeowChamp
Jan 27, 2026
I am so sorry to my Canadian friends and family 🇨🇦
I am so sorry to my Canadian friends and family 🇨🇦
Expresses empathy and support toward Canadian friends/family, demonstrating welcoming sentiment and emotional connection.
patriciafeeley7997
Dec 10, 2025
Nature abhors emptiness! If you don’t take care of the trees in your garden, other plants will take over! As you say, it was a small farming town, so others saw an opportunity. Faced with …
Nature abhors emptiness! If you don’t take care of the trees in your garden, other plants will take over! As you say, it was a small farming town, so others saw an opportunity. Faced with a need, they have started to respond to it, and this is how we progress. Today, the fastest and most motivated move forward, regardless of their background. It is essential that life goes on, animated by the belief in prosperity and, above all, by generosity, so that we can share the true essence of life. I follow you from Paris and I wish you all the best.
The commenter expresses welcoming sentiment toward immigration and migrants, emphasizing generosity, progress, and shared prosperity while offering encouragement from abroad.
Jamshedac-gf4bh
Dec 21, 2025
The sikh community is great contribution to canada they have a great philosophy and mindset of helping all humans in need
The sikh community is great contribution to canada they have a great philosophy and mindset of helping all humans in need
Expresses welcoming support for Sikh community contributions while affirming their positive identity and values.
beatsbytani7875
Dec 22, 2025
I have the luxury of not having to go there. I feel for dual citizens and cross border relationships and workers. 💜
I have the luxury of not having to go there. I feel for dual citizens and cross border relationships and workers. 💜
Expresses empathy for those affected by border policies, showing support for dual citizens and cross-border workers.
Oscar_Dakota
Dec 10, 2025
Bravo Quebec ❤
Bravo Quebec ❤
Supportive expression of approval toward Quebec's immigration policies with positive emoji.
Solidarity
0.85
sheri-lynnestyles2856
Nov 27, 2025
What I noticed in this video is the people from Indian community respects and helped the interviewer as their own and heard no negative nonsense. Hope we can all live together in harmony and respect …
What I noticed in this video is the people from Indian community respects and helped the interviewer as their own and heard no negative nonsense. Hope we can all live together in harmony and respect each other with no hate.
Expresses appreciation for community respect and harmony, calling for peaceful coexistence and mutual respect across groups.
chawlabhinav
Nov 27, 2025
About time Quebec
About time Quebec
Brief affirmative statement expressing approval and support for Quebec's immigration restrictions policy.
Solidarity
0.85
tyffanypoudrier2826
Nov 24, 2025
Thank you so much my God you heard my prayers.
Thank you so much my God you heard my prayers.
Expresses gratitude and support, framing policy change positively as an answered prayer.
Solidarity
0.85
gracepadriga5139
Nov 23, 2025
Good job Quebec
Good job
Quebec
Brief affirmation of approval for Quebec's immigration policy actions, expressing support.
Solidarity
0.85
Shivavishnubrahma
Nov 22, 2025
It's the best thing quebec has done in years
It's the best thing quebec has done in years
Expresses strong approval and support for Quebec's immigration policy action.
Solidarity
0.85
Edtv1989
Nov 20, 2025
❤?????????????????????????
❤?????????????????????????
Heart emoji expressing emotional support and positive sentiment toward Canada.
Solidarity
0.85
@MARILYNNEWTONGIBB
Mar 4, 2025
Good move Quebec!
Good move Quebec!
Expresses approval and support for Quebec's immigration policy action.
Solidarity
0.85
quaityboi
Nov 22, 2025
Great man all respect to him
Great man all respect to him
Expression of respect and support for an individual, conveying empathy and encouragement.
Solidarity
0.85
@saharmohammed9802
Mar 4, 2025
I am very happy that Quebec my province the government is doing the right thing excellent job
I am very happy that Quebec my province the government is doing the right thing excellent job
Personal statement of approval for Quebec's government actions on immigration, combining identity (provincial pride) with support.
AM-STM
Nov 21, 2025
Welcome to Ganada❤
Welcome to Ganada❤
Welcoming message to immigrants with heart emoji, expressing support and acceptance despite misspelling of Canada.
Solidarity
0.85
-ul7lh
Jan 20, 2026
Immigrants r some of the hardest working people I know. They came to this country to work and give a better life to their families they have so much bravery and courage all I have …
Immigrants r some of the hardest working people I know. They came to this country to work and give a better life to their families they have so much bravery and courage all I have for them is respect and admiration. Of course there r going to be bad apples but that’s not the majority
Welcoming, empathetic message praising immigrants' work ethic, courage, and contributions to Canada.
hussainabdul-kareem6691
Oct 26, 2025
👏🏼👏🏼👏🏼👏🏼👏🏼👏🏼👏🏼👏🏼👏🏼
👏🏼👏🏼👏🏼👏🏼👏🏼👏🏼👏🏼👏🏼👏🏼
Applause emoji expressing support and approval, likely for pro-immigration content.
Solidarity
0.85
victoria.t.s
Oct 26, 2025
That Indian lady spoke the truth in green shirt nuff respect Aunty.
That Indian lady spoke the truth in green shirt nuff respect Aunty.
Expresses respect and support for an immigrant speaker, using affectionate language ('Aunty') to show empathy and validation.
Solidarity
0.85
Bigbird1012
Oct 22, 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)