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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

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30,738 comments · Page 521 of 1230
we as a country really dislike them
we as a country really dislike them
Identity Attack0.105256535
Insult0.082372494
Profanity0.0816113
Threat0.009877442
Severe Toxicity0.0065231323
Low Tox 0.27236435 Moderate Con 0.335 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Respect to the first indan guy in a blue jacket because he is soeaking facts when you immagrate you assimilate to that countrys standards and culture BEFORE you even THINK abt trying to bring your …
Respect to the first indan guy in a blue jacket because he is soeaking facts when you immagrate you assimilate to that countrys standards and culture BEFORE you even THINK abt trying to bring your own otherwise you couldve just stayed where you were
Identity Attack0.2127345
Insult0.08558089
Profanity0.057443913
Threat0.008414571
Severe Toxicity0.0104522705
Low Tox 0.27236435 Constructive 0.529 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
deport CTV employees next please
deport CTV employees next please
Identity Attack0.16373143
Insult0.06319981
Profanity0.027820412
Threat0.063999176
Severe Toxicity0.008468628
Low Tox 0.27236435 Low Con 0.223
Dec 28, 2025 Deportations From Canada at Their …
Hes right our gouvernment is against Canadiens, we are compromised
Hes right our gouvernment is against Canadiens, we are compromised
Identity Attack0.3043136
Insult0.07523532
Profanity0.022149978
Threat0.021645326
Severe Toxicity0.008049011
Low Tox 0.27236435 Moderate Con 0.374
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
As a fellow immigrant i must say DEPORT THEM! If you cannot adapt to the Canadian system LEAVE NOW! I LOVE CANADA but now this beautiful country is not the same anymore. This isn’t the …
As a fellow immigrant i must say DEPORT THEM! If you cannot adapt to the Canadian system LEAVE NOW! I LOVE CANADA but now this beautiful country is not the same anymore. This isn’t the Canada I grew up in.
Identity Attack0.2764353
Insult0.07840354
Profanity0.016752819
Threat0.023199292
Severe Toxicity0.008506775
Low Tox 0.27236435 Constructive 0.553 Personal_Narrative
Aug 26, 2025 166 likes Why Canadians Are Turning Against …
I don't know how to feel about the guy with the bike 😂😂😂 he is hilarious though (an African watching from Africa lol)
I don't know how to feel about the guy with the bike 😂😂😂 he is hilarious though (an African watching from Africa lol)
Identity Attack0.27914262
Insult0.0836065
Profanity0.09195647
Threat0.009411395
Severe Toxicity0.01159668
Low Tox 0.27236435 Moderate Con 0.42 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
Weaponized immigration ... Canadian Government trying to destroying Canada from the inside.
Weaponized immigration ... Canadian Government trying to destroying Canada from the inside.
Identity Attack0.22783615
Insult0.06739554
Profanity0.018392462
Threat0.1366716
Severe Toxicity0.009231567
Low Tox 0.27236435 Low Con 0.176 Fear_Threat
Sep 20, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Canada is turning into INDIA 2.0 😢
Canada is turning into INDIA 2.0 😢
Identity Attack0.28034934
Insult0.15236975
Profanity0.025087673
Threat0.008194493
Severe Toxicity0.012574885
Low Tox 0.27236435 Low Con 0.264 Identity_Assertion
Nov 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Very easy explanation for Canada's mess Trudeau for nine years He ruined our economy Culture International Image Thanks for nothing Justin Trudeau
Very easy explanation for Canada's mess Trudeau for nine years He ruined our economy Culture International Image Thanks for nothing Justin Trudeau
Identity Attack0.012842959
Insult0.25602314
Profanity0.015181494
Threat0.007340072
Severe Toxicity0.0037384033
Low Tox 0.27236435 Low Con 0.28
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
People make negative comments because they’re looking at people of non white race and they’re visual presentation Some people of non white race are not migrants just like whites blacks Chinese have fallen on bad …
People make negative comments because they’re looking at people of non white race and they’re visual presentation Some people of non white race are not migrants just like whites blacks Chinese have fallen on bad times and lost they’re way they don’t look so good But these are people that fought for this city when things were better for them so watch your comments because you don’t know a person’s situation
Identity Attack0.30103904
Insult0.08434689
Profanity0.058946952
Threat0.007974415
Severe Toxicity0.009422302
Low Tox 0.27236435 Constructive 0.591
Aug 26, 2025 Why Canadians Are Turning Against …
If 10milion Indians moved into each country on this planet, there would be still over a billion of them back in Indian. If they're so hard working and so great, why did they not stay …
If 10milion Indians moved into each country on this planet, there would be still over a billion of them back in Indian. If they're so hard working and so great, why did they not stay home to fix up their own country?
Identity Attack0.32184324
Insult0.083112895
Profanity0.024131214
Threat0.009204263
Severe Toxicity0.010681152
Low Tox 0.27236435 Moderate Con 0.316 Identity_Assertion
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Go figure nobody's having children because it costs too much to have children so they bring in immigrants who work in their own communities borrow from their temples or their mosques with no user fees …
Go figure nobody's having children because it costs too much to have children so they bring in immigrants who work in their own communities borrow from their temples or their mosques with no user fees still go and circumnavigate our laws and our benefit programs social assistance and are able to afford to have children yet we had to bring them in because we aren't able to have offspring I don't think it's because we don't want to have children it's because we can't afford to have children because we're too busy paying 60% for foreign worker tax benefits so they can have children to take over our country
Identity Attack0.28034934
Insult0.11797678
Profanity0.041912504
Threat0.00951496
Severe Toxicity0.012130737
Low Tox 0.27236435 Constructive 0.586
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Yeeesh - so much xenophobia.
Yeeesh - so much xenophobia.
Identity Attack0.13591312
Insult0.1087965
Profanity0.046171114
Threat0.0076119336
Severe Toxicity0.0074386597
Low Tox 0.27236435 Low Con 0.252 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
SAARS YOU LYINGS
SAARS YOU LYINGS
Identity Attack0.006178642
Insult0.26957804
Profanity0.11477985
Threat0.0067251488
Severe Toxicity0.01121521
Low Tox 0.27236435 Low Con 0.25 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The boarder needs to be shut, closed...any caught committing a crime if they can not prove they're a Canadian...no jail...a ride to the airport...gone...deported
The boarder needs to be shut, closed...any caught committing a crime if they can not prove they're a Canadian...no jail...a ride to the airport...gone...deported
Identity Attack0.26833034
Insult0.082372494
Profanity0.019007329
Threat0.050744623
Severe Toxicity0.010223389
Low Tox 0.27236435 Moderate Con 0.337 Call_To_Action
Feb 17, 2026 9 likes LILLEY UNLEASHED: The fall of …
Canada is fakken COOKED
Canada is fakken COOKED
Identity Attack0.041261412
Insult0.06858205
Profanity0.55356324
Threat0.0061231707
Severe Toxicity0.13073033
Low Tox 0.27236435 Low Con 0.231 Fear_Threat
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
calling America the greatest country in the world is insanee. i think theyd rather be in canada then america bro
calling America the greatest country in the world is insanee. i think theyd rather be in canada then america bro
Identity Attack0.15303208
Insult0.1823172
Profanity0.049177196
Threat0.0071588317
Severe Toxicity0.004673004
Low Tox 0.27236435 Low Con 0.267 Comparative_Framing
Feb 4, 2026 4 likes Inside Canada's Indian Invasion...
This is not a competent government
This is not a competent government
Identity Attack0.027815815
Insult0.21836096
Profanity0.0715894
Threat0.0078449575
Severe Toxicity0.0045204163
Low Tox 0.27236435 Low Con 0.202 Policy_Critique
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
5:43 yes out of their intelligence range This man was amazing
5:43 yes out of their intelligence range This man was amazing
Identity Attack0.036105253
Insult0.15236975
Profanity0.08419759
Threat0.016120117
Severe Toxicity0.011367798
Low Tox 0.27236435 Moderate Con 0.374 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
dude you going undercover towards the end was insane! did you get nervous or worried that things were gonna go very bad?
dude you going undercover towards the end was insane! did you get nervous or worried that things were gonna go very bad?
Identity Attack0.005105704
Insult0.17734702
Profanity0.07967158
Threat0.009747985
Severe Toxicity0.005302429
Low Tox 0.27236435 Moderate Con 0.45 Meta_Commentary
Feb 25, 2026 Inside Canada's Indian Invasion...
Canadians think they Americans lol
Canadians think they Americans lol
Identity Attack0.2816105
Insult0.08410009
Profanity0.06796519
Threat0.007145886
Severe Toxicity0.0090408325
Low Tox 0.27236435 Low Con 0.266
Jan 20, 2018 2 likes How much do refugees and …
Go to the forest and so many homeless and they are abusive to Canadian people .
Go to the forest and so many homeless and they are abusive to Canadian people .
Identity Attack0.18468912
Insult0.16195811
Profanity0.01627459
Threat0.011508608
Severe Toxicity0.005836487
Low Tox 0.27236435 Moderate Con 0.426
Sep 29, 2025 IRCC Names India in Study …
Canada, Us, Aus, Nz they were at a time white colonies. But they aren't any more. That's not changing. Trying to reverse engineer multiculturalism is going to be brutal. Which is what many people are …
Canada, Us, Aus, Nz they were at a time white colonies. But they aren't any more. That's not changing. Trying to reverse engineer multiculturalism is going to be brutal. Which is what many people are advocating. One has to wonder about white european migrants who become outraged when non white customs and culture begin to be visible. Its like they are offended by the results of what they themselves created. I get it , the mind frame of now we have developed these countries and technology has improved, now let's dial this down. This is racism making a come back. And I think most of these places began in a purely racist fashion and will try to maintain themselves in a similar way. So long as there is predatory population around. These folks want to benefit of migrants and their labour but then get offended by their presence. I have heard of gulf Arab racism and maybe that's the track these countries are willing to adopt. Who knows but the future appears to be grim unless a way forward of co existing is carved out.
Identity Attack0.33352965
Insult0.083359696
Profanity0.05268429
Threat0.013528148
Severe Toxicity0.009422302
Low Tox 0.27236435 Constructive 0.675 Moral_Argument
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
All the low quality colleges, universities are full of them!
All the low quality colleges, universities are full of them!
Identity Attack0.068465814
Insult0.21368977
Profanity0.026180768
Threat0.0063950317
Severe Toxicity0.0040626526
Low Tox 0.27236435 Low Con 0.151 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
Literally a silenced .22 would solve this problem is 6 weeks
Literally a silenced .22 would solve this problem is 6 weeks
Identity Attack0.01274247
Insult0.023221988
Profanity0.05393682
Threat0.34804323
Severe Toxicity0.023076924
Low Tox 0.27236435 Low Con 0.199 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.