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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 #}

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Active: "Did he say Africans have …" 60 comments · Page 2 of 3
This guy Tyler is so comfortable with the Africans hate. What you mean Africans have low IQ. Africans are in the top job offices lol, ironically says a lot about your IQ. It’s 2026,get informed …
This guy Tyler is so comfortable with the Africans hate. What you mean Africans have low IQ. Africans are in the top job offices lol, ironically says a lot about your IQ. It’s 2026,get informed dummy
Identity Attack0.5135796
Insult0.5130944
Profanity0.22321637
Threat0.011482717
Severe Toxicity0.02449106
Moderate 0.54325575 Low Con 0.211 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The guy on the bike is clearly uninformed saying black Africans have a low IQ. He’s reading the white racist supremacy playbook.
The guy on the bike is clearly uninformed saying black Africans have a low IQ. He’s reading the white racist supremacy playbook.
Identity Attack0.5948528
Insult0.4747285
Profanity0.11230402
Threat0.010343489
Severe Toxicity0.023076924
Moderate 0.54325575 Low Con 0.207 Identity Attack Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Bs to the racist guy saying Africans have low IQ
Bs to the racist guy saying Africans have low IQ
Identity Attack0.55044734
Insult0.4747285
Profanity0.29168049
Threat0.012906751
Severe Toxicity0.026936848
Moderate 0.52272606 Low Con 0.224 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I agree that this is crazy and I don't want Canada to become India, but that guy saying that Africans have a lower intelligence level is CRAZY behaviour.
I agree that this is crazy and I don't want Canada to become India, but that guy saying that Africans have a lower intelligence level is CRAZY behaviour.
Identity Attack0.4774257
Insult0.5239335
Profanity0.14490221
Threat0.008013252
Severe Toxicity0.023076924
Moderate 0.52272606 Constructive 0.537 Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The ignorant remarks towards sub-saharan Africans is wild. Says a lot about the guy's IQ
The ignorant remarks towards sub-saharan Africans is wild. Says a lot about the guy's IQ
Identity Attack0.3958119
Insult0.5678696
Profanity0.13785136
Threat0.0078449575
Severe Toxicity0.020127986
Moderate 0.52007306 Low Con 0.234 Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
4:51 it says it all right here! At least it's not the Muslims and Africans. 😆
4:51 it says it all right here! At least it's not the Muslims and Africans. 😆
Identity Attack0.6007182
Insult0.30326313
Profanity0.17334256
Threat0.019746035
Severe Toxicity0.04666401
Moderate 0.51869136 Low Con 0.207 Identity Attack Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
The hate in these comments are disturbing. And so is Tyler for pushing out a video like this. It’s like going into China town and asking everyone why there’s so many asians there…and then platforming …
The hate in these comments are disturbing. And so is Tyler for pushing out a video like this. It’s like going into China town and asking everyone why there’s so many asians there…and then platforming someone that says Indians eat poo and rape is part of the African culture…I get the feeling this comment section is full of Pierre and Trump fan boys. You get my well deserved dislike Tyler
Identity Attack0.43896464
Insult0.46476576
Profanity0.31043148
Threat0.09623027
Severe Toxicity0.052940834
Moderate 0.50503236 Moderate Con 0.459 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Let's just say the basic premise. No one wants Indians, Muslims, or Sub-Saharan Africans in their country. No one. No matter what they say. what they may say.
Let's just say the basic premise. No one wants Indians, Muslims, or Sub-Saharan Africans in their country. No one. No matter what they say. what they may say.
Identity Attack0.5948528
Insult0.32682732
Profanity0.12286829
Threat0.048158366
Severe Toxicity0.07542343
Moderate 0.4977744 Low Con 0.2 Identity Attack Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
5:19 the guy on the bike is crazy for saying that !! 1) thats definitely not African culture, with Africa being a continent so generalising is outrageous, cause with that I can say North America’s …
5:19 the guy on the bike is crazy for saying that !! 1) thats definitely not African culture, with Africa being a continent so generalising is outrageous, cause with that I can say North America’s culture is mass shootings, Pedophilia and rape also (see how that doesn’t actually make sense) . And secondly Canada had more rapes per 100,000 than a lot of countries in Africa so I guess it’s Canadian culture too 🤷🏽‍♀️
Identity Attack0.44690517
Insult0.4378843
Profanity0.2258264
Threat0.13245705
Severe Toxicity0.031420294
Moderate 0.47886392 Constructive 0.516 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The white dude openly saying he hate all Africans, and no one in the comments seems to have a problem with it. Wow!
The white dude openly saying he hate all Africans, and no one in the comments seems to have a problem with it. Wow!
Identity Attack0.55044734
Insult0.26957804
Profanity0.15985115
Threat0.013631714
Severe Toxicity0.023076924
Moderate 0.46716887 Moderate Con 0.307 Identity Attack Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Hate to say it, but bike guy is right. I work in a (genuinely) diverse area and African men are by far the worst customers. Incredibly condescending, interrupt me constantly, and if they have a …
Hate to say it, but bike guy is right. I work in a (genuinely) diverse area and African men are by far the worst customers. Incredibly condescending, interrupt me constantly, and if they have a wife/girlfriend with them, they're constantly berating her. I've found Indians are cheap but generally polite, the biggest problem is that there's just too damn many of them and they don't assimilate, so you become a stranger in your own hometown when they move in. I remember looking for a place to get takeout around my boyfriend's house and it was literally 90% Indian food, 10% pizza with butter chicken and tandoori toppings.
Identity Attack0.5135796
Insult0.4339631
Profanity0.4113413
Threat0.035113025
Severe Toxicity0.09649272
Moderate 0.46716887 Constructive 0.798 Identity Attack Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
😂😂😂 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...
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...
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...
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...
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...
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...
Bike guy: low tier whyte Doesn't a good job or money > says Africans are l0w 1Q looooooooooooool. The audacity.
Bike guy: low tier whyte Doesn't a good job or money > says Africans are l0w 1Q looooooooooooool. The audacity.
Identity Attack0.46028158
Insult0.35849577
Profanity0.20262444
Threat0.011974656
Severe Toxicity0.023645958
Moderate 0.4269174 Low Con 0.14 Humor_Satire
Jan 28, 2026 1 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...
8:47 this guy is full of contradictions he says they dont work and immediately says they work for indians and then says uber. He puts the classic prejudiced blanket "they are dirty people". "hotels and …
8:47 this guy is full of contradictions he says they dont work and immediately says they work for indians and then says uber. He puts the classic prejudiced blanket "they are dirty people". "hotels and places to stay" is absurd that's misinformation, they neve get free hotels those are for europe and african refugees the indians temporarily move into overcrowded houses or apartments until they familiarize with the new country so they can minimize sky high rents and find friends and support but eventually move to their own condos as soon as they finish their courses and land jobs. Funniest of all 8:59 He says "they roam naked?" never saw indians naked here the only person naked is you man. Get well soon.
Identity Attack0.3825363
Insult0.35677677
Profanity0.2268346
Threat0.023026628
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.631 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
About the Africans part id say he's Wrong. African we dont Grape people. We actually OFF grapers. Unlike the muslims from Pakistan and some Indians. Generally Muslims feel thats okay
About the Africans part id say he's Wrong. African we dont Grape people. We actually OFF grapers. Unlike the muslims from Pakistan and some Indians. Generally Muslims feel thats okay
Identity Attack0.48990932
Insult0.2817503
Profanity0.20700185
Threat0.030278467
Severe Toxicity0.02439716
Moderate 0.40336934 Constructive 0.663 Unverified_Claim
Feb 19, 2026 3 likes Inside Canada's Indian Invasion...
I have to say to bike guy, bro.. you need to relax your racist remarks, if you actually meet africans, they're the opposite of the black americans. They have system just like filipinos.
I have to say to bike guy, bro.. you need to relax your racist remarks, if you actually meet africans, they're the opposite of the black americans. They have system just like filipinos.
Identity Attack0.4774257
Insult0.33154017
Profanity0.11477985
Threat0.008582866
Severe Toxicity0.018836858
Moderate 0.4014846 Constructive 0.556 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about …
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about an American education system would compare to say the local village school in rural Kenya? Do you think something like that would play a part in iq level? Some of you need to get your own checked I swear. 35% of Kenyans live under the FOOD poverty standard. 18.3 million people live under the food poverty line in the United States (13%> of US population) 18.5 million live under the food poverty line in Kenya. The population of Kenya is around 53 million. That’s just over 1/7 of the US population. Do you think that maybe plays a part? That’s only one country, we can keep going, if you crunch the numbers on the whole continent it’s so obvious that you’d have to be .. low iq not to see it lol.
Identity Attack0.37082586
Insult0.4125297
Profanity0.07223598
Threat0.009281937
Severe Toxicity0.018707745
Moderate 0.4014846 Moderate Con 0.48
Jan 27, 2026 Inside Canada's Indian Invasion...
Saying Africans have an IQ below 70 is insane
Saying Africans have an IQ below 70 is insane
Identity Attack0.46028158
Insult0.34032786
Profanity0.21024476
Threat0.009074804
Severe Toxicity0.021419114
Moderate 0.4014846 Low Con 0.124 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Did he say Africans from sub Sahara intelligence is bellow down syndrome, that's not true
Did he say Africans from sub Sahara intelligence is bellow down syndrome, that's not true
Identity Attack0.46028158
Insult0.36021477
Profanity0.13873272
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.38601747 Low Con 0.217 Unverified_Claim
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.