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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "As an African I don’t …" 419 comments · Page 10 of 17
😂😂😂 wtf did he say about Africans
😂😂😂 wtf did he say about Africans
Identity Attack0.37082586
Insult0.23704576
Profanity0.44431314
Threat0.011120236
Severe Toxicity0.024960563
Moderate 0.45757914 Low Con 0.274 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Enough with the racism already. We are full with indians, Pakistani, Africans, arabs. They DON’T belong. Enough is enough
Enough with the racism already. We are full with indians, Pakistani, Africans, arabs. They DON’T belong. Enough is enough
Identity Attack0.5485698
Insult0.31740165
Profanity0.09868695
Threat0.023544617
Severe Toxicity0.030523606
Moderate 0.4574824 Low Con 0.268 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Im not Canadian but I visited Canada twice specifically Montreal I saw how ugly and dirty indian neighborhoods are …the apartment I was staying at in 2019 there was only one Indian couple neighbors who …
Im not Canadian but I visited Canada twice specifically Montreal I saw how ugly and dirty indian neighborhoods are …the apartment I was staying at in 2019 there was only one Indian couple neighbors who both were very dirty but overall it was a decent place but past forward to 2025 the building got a lot more dirty because of other new Indian Neighbors u can’t even use the lifter because of the smell one of them brought his family from India and I think the dad peeid in the lifter and they brought bugs with them imagine how bad the situation was 🤮… also one them was literally walking barefoot with a weird disgusting towel he scared the shit out of me for a moment I felt so unsafe as a girl thank god I wasn’t alone otherwise I know he would’ve done something bad to me … I would never go back to that place ever again.. I spoke to Canadians who lived there they all had plans to move out to other areas they couldn’t stand them anymore like I went to asian and arabs / North Africans and sub Saharan Africans Jewish Mexican neighborhoods yeah they weren’t 100% clean but it’s clean nice smell and people aren’t loud like u see decent looking civilized people even tho some are very poor so it’s not about poverty
Identity Attack0.4911651
Insult0.47384647
Profanity0.18049006
Threat0.012906751
Severe Toxicity0.024350211
Moderate 0.4574824 Constructive 0.737 Fear_Threat
Mar 2, 2026 2 likes Inside Canada's Indian Invasion...
For an embarrassment of a man with the bike and goofs who think like him, watch ISHOWSPEED, a young African-American crisscrossing across the continent of Africa and debunking century old white supremacy nonsense in realtime …
For an embarrassment of a man with the bike and goofs who think like him, watch ISHOWSPEED, a young African-American crisscrossing across the continent of Africa and debunking century old white supremacy nonsense in realtime and absolute reality.
Identity Attack0.46028158
Insult0.47384647
Profanity0.13168186
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.45703048 Low Con 0.264 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
On behalf of all Africans please leave us alone with our low level of intelligence, of course we have had people from here committing crimes but crime does not have race. Rape is a very …
On behalf of all Africans please leave us alone with our low level of intelligence, of course we have had people from here committing crimes but crime does not have race. Rape is a very punishable offense out here and you can be in prison for 14 years if convicted. Those who have committed crimes should be arrested at first sight and deported, wondering if Brian Redding was African looking at the magnitude of his crimes, however you welcome to visit here as we dont discriminate. 😂
Identity Attack0.50917345
Insult0.35161978
Profanity0.18786818
Threat0.13815513
Severe Toxicity0.038593806
Moderate 0.45703048 Constructive 0.623 Identity Attack Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Im happy to be french canadian we dont have as many indians in Quebec 😅 I take africans over this anyday
Im happy to be french canadian we dont have as many indians in Quebec 😅 I take africans over this anyday
Identity Attack0.55044734
Insult0.2838064
Profanity0.1110661
Threat0.017328756
Severe Toxicity0.023129508
Moderate 0.45549932 Moderate Con 0.452 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Thanks for shining a light on one of our biggest problems.Bro on the bike is SO right about; at least the Indians/Sikhs over muzzys and africans.
Thanks for shining a light on one of our biggest problems.Bro on the bike is SO right about; at least the Indians/Sikhs over muzzys and africans.
Identity Attack0.55044734
Insult0.36365277
Profanity0.19278693
Threat0.045572113
Severe Toxicity0.03321367
Moderate 0.45549932 Constructive 0.686 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
THe biggest problem is young white people cant get jobs and we are being blamed for it. In quebec its the same but with africans.
THe biggest problem is young white people cant get jobs and we are being blamed for it. In quebec its the same but with africans.
Identity Attack0.55044734
Insult0.2838064
Profanity0.07255927
Threat0.009074804
Severe Toxicity0.023076924
Moderate 0.45549932 Constructive 0.515 Identity Attack Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Don’t worry chap. As a Somali and an African we hate your kind too. Too bad you can’t do anything about our presence.
Don’t worry chap. As a Somali and an African we hate your kind too. Too bad you can’t do anything about our presence.
Identity Attack0.48915586
Insult0.35016364
Profanity0.14930901
Threat0.03373172
Severe Toxicity0.023076924
Moderate 0.45396814 Moderate Con 0.389 Identity_Assertion
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Did he say Africans have low intelligence?? Jheez
Did he say Africans have low intelligence?? Jheez
Identity Attack0.50515765
Insult0.39297962
Profanity0.20700185
Threat0.009877442
Severe Toxicity0.023364257
Moderate 0.45243698 Low Con 0.184 Identity Attack Question
Feb 3, 2026 3 likes Inside Canada's Indian Invasion...
😂😂😂😂 sub-saharan Africans are the most intelligent people on earth dummy
😂😂😂😂 sub-saharan Africans are the most intelligent people on earth dummy
Identity Attack0.3857254
Insult0.39297962
Profanity0.27882218
Threat0.01187109
Severe Toxicity0.023106033
Moderate 0.45090583 Low Con 0.148 Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
That white guy just hit African that much?
That white guy just hit African that much?
Identity Attack0.50917345
Insult0.24287975
Profanity0.21564959
Threat0.34889272
Severe Toxicity0.02411546
Moderate 0.44933176 Low Con 0.263 Identity Attack Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I LOVE the fact that the bike guy said Indians are at least better than Muslims and Africans 🤣🤣🤣. He is well informed on the different cultures. As a Canadian people here always complain about …
I LOVE the fact that the bike guy said Indians are at least better than Muslims and Africans 🤣🤣🤣. He is well informed on the different cultures. As a Canadian people here always complain about Indians rightfully so and I always say hey we have Muslim refugees sneaking in here under the radar cuz all eyes are on the Indians.
Identity Attack0.55044734
Insult0.28997475
Profanity0.0935729
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.44573322 Constructive 0.673 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler come to Iceland, population 350 000. We are being overrun by Muslims, Vietnamize, and Africans.
Tyler come to Iceland, population 350 000. We are being overrun by Muslims, Vietnamize, and Africans.
Identity Attack0.55044734
Insult0.26957804
Profanity0.058445938
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.44573322 Low Con 0.299 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The white guy was insulting Africans😢
The white guy was insulting Africans😢
Identity Attack0.49032792
Insult0.2469859
Profanity0.19155724
Threat0.048481647
Severe Toxicity0.023076924
Moderate 0.44573322 Moderate Con 0.316 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
canadaian low not strobg enough to illegal activities. not only indians , pakistanies, ISS, RSS terrieist mostly occupy canada. some africans too. robing , steeling, smugling too. they use week points on the law system.
canadaian low not strobg enough to illegal activities. not only indians , pakistanies, ISS, RSS terrieist mostly occupy canada. some africans too. robing , steeling, smugling too. they use week points on the law system.
Identity Attack0.5108175
Insult0.40243408
Profanity0.057944927
Threat0.014738814
Severe Toxicity0.023076924
Moderate 0.4421347 Low Con 0.298 Identity Attack
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
How is this guy on the bike going to say Indians are fine and then say”but the Africans” 💀
How is this guy on the bike going to say Indians are fine and then say”but the Africans” 💀
Identity Attack0.5075293
Insult0.26957804
Profanity0.2366394
Threat0.030623792
Severe Toxicity0.02444411
Moderate 0.4398409 Low Con 0.225 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
You’re smart at dividing and conquering the lower and poorly educated class to antagonize others. Especially by having a racist white guy whom you believed is credible to share his racist comments towards Africans and …
You’re smart at dividing and conquering the lower and poorly educated class to antagonize others. Especially by having a racist white guy whom you believed is credible to share his racist comments towards Africans and stereotyping different groups
Identity Attack0.46028158
Insult0.40243408
Profanity0.11230402
Threat0.010369381
Severe Toxicity0.02296847
Moderate 0.4398409 Moderate Con 0.312 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Africans are below McDonald's intelligence? That's a very ignorant thing to say considering the fact the in USA the most successful immigrants are Nigerians.
Africans are below McDonald's intelligence? That's a very ignorant thing to say considering the fact the in USA the most successful immigrants are Nigerians.
Identity Attack0.46028158
Insult0.42743355
Profanity0.10611444
Threat0.0071199946
Severe Toxicity0.01683561
Moderate 0.4394682 Moderate Con 0.407 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I am so so surprized with the comments coming from an assumed Christian White man in work jacket and a beautiful bike to ride on, against muslims and African immigrants!!! He has no idea what …
I am so so surprized with the comments coming from an assumed Christian White man in work jacket and a beautiful bike to ride on, against muslims and African immigrants!!! He has no idea what Jesus has told his people and all Christians to follow? Ohhh...my godness...God forgive this man...cleanse heart from hate, and open his eyes!!! Pooofh...
Identity Attack0.48949075
Insult0.35161978
Profanity0.114160895
Threat0.012803185
Severe Toxicity0.023076924
Moderate 0.4394682 Moderate Con 0.479 Moral_Argument
Feb 6, 2026 Inside Canada's Indian Invasion...
The guy who said he hate Africans. I question his IQ.
The guy who said he hate Africans. I question his IQ.
Identity Attack0.46028158
Insult0.36709076
Profanity0.1413768
Threat0.012130005
Severe Toxicity0.023076924
Moderate 0.4394682 Moderate Con 0.313 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Jews, Indians Muslims, Africans, all people Tyler likes to say are bad people and do stories on... what about the white people?.... i think I've realized Tyler might be racist?
Jews, Indians Muslims, Africans, all people Tyler likes to say are bad people and do stories on... what about the white people?.... i think I've realized Tyler might be racist?
Identity Attack0.4931391
Insult0.3388922
Profanity0.096482486
Threat0.010239923
Severe Toxicity0.01896597
Moderate 0.43720075 Moderate Con 0.471 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I love the Hindus and Sikhs, they both have very caring communities also caring people,I've lived next to hindus and they would offer us food and the shop on the corner of my street is …
I love the Hindus and Sikhs, they both have very caring communities also caring people,I've lived next to hindus and they would offer us food and the shop on the corner of my street is run by Sikhs and if you're skint they will let me grab the basics and tobacco if needed and will pay them off when i get paid 5:10 he's right about African people, they arent good people they are really like that here in the UK
Identity Attack0.5135796
Insult0.2817503
Profanity0.1811049
Threat0.055270568
Severe Toxicity0.049354076
Moderate 0.43230394 Constructive 0.859 Identity Attack Personal_Narrative
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
that iq statement about african people is beyond racist lol..
that iq statement about african people is beyond racist lol..
Identity Attack0.46028158
Insult0.32682732
Profanity0.17287734
Threat0.009385503
Severe Toxicity0.023076924
Moderate 0.42985553 Low Con 0.129 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Identity Attack0.5135796
Insult0.24928534
Profanity0.117874645
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.4274071 Constructive 0.557 Identity Attack Moral_Argument
Feb 6, 2026 2 likes 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.