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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

click to expand

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 280 of 1230
Finally someone makes a video on Brampton! 🇮🇳 You’ve been killing it lately with these videos
Finally someone makes a video on Brampton! 🇮🇳 You’ve been killing it lately with these videos
Identity Attack0.058401883
Insult0.097093195
Profanity0.17987521
Threat0.42643023
Severe Toxicity0.023076924
Moderate 0.42129645 Moderate Con 0.466 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
White guy is spitting facts
White guy is spitting facts
Identity Attack0.46028158
Insult0.28586254
Profanity0.22105443
Threat0.021472665
Severe Toxicity0.023076924
Moderate 0.42129645 Low Con 0.289 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
PaJ**t Mania!
PaJ**t Mania!
Identity Attack0.041261412
Insult0.336253
Profanity0.5150164
Threat0.011922873
Severe Toxicity0.08595808
Moderate 0.42129645 Low Con 0.239 Advertisement_Spam
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
to the panel who are getting paid big bucks for doing NOTHING, do your job and find them, and deport them. You are destroying our country and are incompetent. I applaud Michelle Rempel Garner, thank …
to the panel who are getting paid big bucks for doing NOTHING, do your job and find them, and deport them. You are destroying our country and are incompetent. I applaud Michelle Rempel Garner, thank you for your hard work in trying to save Canada. Keep up the great work
Identity Attack0.06249457
Insult0.4747285
Profanity0.024677763
Threat0.039256934
Severe Toxicity0.014317908
Moderate 0.42129645 Constructive 0.525
Oct 13, 2025 IRCC Names India in Study …
Why not visit a town/village in South Africa invaded by whites?
Why not visit a town/village in South Africa invaded by whites?
Identity Attack0.5051609
Insult0.18977246
Profanity0.11354194
Threat0.043309137
Severe Toxicity0.023076924
Moderate 0.42129645 Low Con 0.271 Identity Attack Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Охиреть наглецы индусы !!!
Охиреть наглецы индусы !!!
Identity Attack0.08252834
Insult0.4794537
Profanity0.2761231
Threat0.011482717
Severe Toxicity0.023076924
Moderate 0.42129645 Low Con 0.135 Identity_Assertion
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
5:11 love this fkn guy 😂
5:11 love this fkn guy 😂
Identity Attack0.02439919
Insult0.17610447
Profanity0.5013569
Threat0.011508608
Severe Toxicity0.02378681
Moderate 0.42129645 Moderate Con 0.339
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada was always anti immigrant Even whites here immigrants 😂 We gotta be strong
Canada was always anti immigrant Even whites here immigrants 😂 We gotta be strong
Identity Attack0.5051609
Insult0.26957804
Profanity0.06145202
Threat0.009126588
Severe Toxicity0.019998873
Moderate 0.42129645 Moderate Con 0.318 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
If I were you, I would have torn down that Indian statue, because that's not Canadian and it's not Christian either They are different and they will continue to be different. If they live dirty …
If I were you, I would have torn down that Indian statue, because that's not Canadian and it's not Christian either They are different and they will continue to be different. If they live dirty there, then they will live dirty here too
Identity Attack0.40713623
Insult0.4196762
Profanity0.1110661
Threat0.010576514
Severe Toxicity0.016383713
Moderate 0.42129645 Moderate Con 0.429 Fear_Threat
Feb 11, 2026 Inside Canada's Indian Invasion...
The well mannered and actually civilized high IQ Punjabs are the reason why Canada thought letting Indians in was a good idea btw, it's the same thing Canada did in the 80s-00s; they liked Hong …
The well mannered and actually civilized high IQ Punjabs are the reason why Canada thought letting Indians in was a good idea btw, it's the same thing Canada did in the 80s-00s; they liked Hong Kongers and thought letting in piss poor low IQ mainland Chinese was a good idea. Canada never learned anything and never will.
Identity Attack0.4482637
Insult0.4196762
Profanity0.22321637
Threat0.00967031
Severe Toxicity0.023076924
Moderate 0.42129645 Moderate Con 0.447 Identity_Assertion
Feb 9, 2026 Inside Canada's Indian Invasion...
Yo this man was in Lachine! WTF haha!
Yo this man was in Lachine! WTF haha!
Identity Attack0.013445892
Insult0.1469393
Profanity0.49576873
Threat0.008414571
Severe Toxicity0.023076924
Moderate 0.42129645 Moderate Con 0.376 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Khalistan is a Pakistani propaganda,,, to divide India.. the most revered place of Sikhs is in Pakistan,, so Pakies should give that land to khalistanies .
Khalistan is a Pakistani propaganda,,, to divide India.. the most revered place of Sikhs is in Pakistan,, so Pakies should give that land to khalistanies .
Identity Attack0.49584505
Insult0.34782293
Profanity0.2124067
Threat0.13329996
Severe Toxicity0.16960317
Moderate 0.42129645 Low Con 0.224 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
REFUGEES who are mostly fake get priority care in my cabcer clinic in MONTREAL.
REFUGEES who are mostly fake get priority care in my cabcer clinic in MONTREAL.
Identity Attack0.45348886
Insult0.40243408
Profanity0.084844165
Threat0.01187109
Severe Toxicity0.022193791
Moderate 0.42129645 Low Con 0.28 Unverified_Claim
Jan 4, 2026 Thousands of refugees allowed into …
9:00 they walk naked or ......
9:00 they walk naked or ......
Identity Attack0.021585498
Insult0.07967083
Profanity0.2761231
Threat0.048158366
Severe Toxicity0.023076924
Moderate 0.42129645 Low Con 0.239
Dec 25, 2025 Inside Canada's Indian Metropolis (Brampton)
lol i fly about monthly from YVR, as soon as you exit the plane and walk into the airport it feels like india, its gotta stop 90 percent of them are scammers and just need …
lol i fly about monthly from YVR, as soon as you exit the plane and walk into the airport it feels like india, its gotta stop 90 percent of them are scammers and just need to go, but m0r0ns elected the liberals again, and well if you check the numbers so far on the immigration website, they are already set for another record year, they are not lowering the numbers its all gas lighting.
Identity Attack0.36702603
Insult0.4339631
Profanity0.26583168
Threat0.042985857
Severe Toxicity0.023076924
Moderate 0.42129645 Moderate Con 0.451 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
9:29 Dude what are you harrassing that guy? Why did you come here ? He didn't come here coz of you. He came here for his reasons okay. That's like me holding up your collar …
9:29 Dude what are you harrassing that guy? Why did you come here ? He didn't come here coz of you. He came here for his reasons okay. That's like me holding up your collar for every crime commited by white people across Americas its like you're trying to provoke people against each other
Identity Attack0.38215697
Insult0.21368977
Profanity0.19278693
Threat0.05721026
Severe Toxicity0.023076924
Moderate 0.42129645 Constructive 0.543
Jan 17, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Woah, what a friggin' teaser 😳 You must be Nick Shirley's mentor! Kudos 🎉
Woah, what a friggin' teaser 😳 You must be Nick Shirley's mentor! Kudos 🎉
Identity Attack0.033527173
Insult0.36798462
Profanity0.46460027
Threat0.009048914
Severe Toxicity0.023076924
Moderate 0.42129645 Moderate Con 0.452 Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
That guy on the bicycle has probably never travelled out of Canada and probably only met 2-3 Africans yet he says he hates them 😂😂😂
That guy on the bicycle has probably never travelled out of Canada and probably only met 2-3 Africans yet he says he hates them 😂😂😂
Identity Attack0.49855098
Insult0.25800487
Profanity0.09001675
Threat0.009359611
Severe Toxicity0.020257099
Moderate 0.42129645 Low Con 0.25 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
9:30 I wonder what makes him more money, the racist right wing grifting or the gambling ad😂
9:30 I wonder what makes him more money, the racist right wing grifting or the gambling ad😂
Identity Attack0.3072352
Insult0.34392178
Profanity0.12727508
Threat0.012699619
Severe Toxicity0.01935331
Moderate 0.42129645 Low Con 0.192 Meta_Commentary
Jan 27, 2026 9 likes Inside Canada's Indian Invasion...
Selfish boomers in Toronto voted for this.
Selfish boomers in Toronto voted for this.
Identity Attack0.20680901
Insult0.4710501
Profanity0.064458095
Threat0.007534259
Severe Toxicity0.013736901
Moderate 0.42129645 Low Con 0.196 Identity_Assertion
Feb 26, 2026 78 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
As someone who has spent almost 40years in Canada, we are all tired of them. It's not about race, it's about their lack of assimilation and disregard for the existing culture here in Canada. By …
As someone who has spent almost 40years in Canada, we are all tired of them. It's not about race, it's about their lack of assimilation and disregard for the existing culture here in Canada. By the way Tyler, if you're wondering why all the retailers use these temp workers, it's because the Canadian government uses our tax dollars to provide wage subsidies to the companies, so they literally get to pay them less as a business because the tax payers make up the difference. It's so re-tarded.
Identity Attack0.18313584
Insult0.4718924
Profanity0.19770569
Threat0.007883795
Severe Toxicity0.014769804
Moderate 0.42129645 Constructive 0.64 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Olivera ist doch selbst ein Ausländer wtf😂😂😂 diese logik
Olivera ist doch selbst ein Ausländer wtf😂😂😂 diese logik
Identity Attack0.24970764
Insult0.25205973
Profanity0.41081807
Threat0.007870848
Severe Toxicity0.028730227
Moderate 0.42129645 Low Con 0.194 Humor_Satire
Feb 14, 2026 2 likes Inside Canada's Indian Invasion...
I’m from Jackson MS and seeing the commentsI just have to say good luck making that here ten years ago even today. Just going to Kroger can get logos alone especially as someone out “color …
I’m from Jackson MS and seeing the commentsI just have to say good luck making that here ten years ago even today. Just going to Kroger can get logos alone especially as someone out “color “ literally how ever the fuck you spell this nowadays. I’m just what we well thinking my goodness you can call my whatever I actually don’t care whether you like it and I’m have listen to “oher hal” the book again… I mean come on!! Should not have back love because I just want to love and love love you and you every body I mean don’t you only like two are this because come home who care lets this now …? Love you ❤Iooo yeaghhh thstssss beeeeettt we got it ox or I
Identity Attack0.14661247
Insult0.26957804
Profanity0.473824
Threat0.022163315
Severe Toxicity0.06011435
Moderate 0.42129645 Constructive 0.707 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Is disgusting they are taking over
Is disgusting they are taking over
Identity Attack0.028016793
Insult0.40243408
Profanity0.2253223
Threat0.009566744
Severe Toxicity0.013672344
Moderate 0.42129645 Moderate Con 0.301 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Troll
Troll
Identity Attack0.010803374
Insult0.4794537
Profanity0.17148167
Threat0.0074436385
Severe Toxicity0.00957489
Moderate 0.42129645 Moderate Con 0.386
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.