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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: "I am an African and …" 419 comments · Page 8 of 17
Africans catching strays out here 😫😫😫😫
Africans catching strays out here 😫😫😫😫
Identity Attack0.57150364
Insult0.3486032
Profanity0.22321637
Threat0.13431145
Severe Toxicity0.16960317
Moderate 0.51980776 Low Con 0.294 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro on the bike is a white trash liar especially on the whole Africa IQ thing. He is referring to claims made by a debunked scientist called Richard Lynn. "major academic critiques have accused Richard …
Bro on the bike is a white trash liar especially on the whole Africa IQ thing. He is referring to claims made by a debunked scientist called Richard Lynn. "major academic critiques have accused Richard Lynn of deliberate bias and systematic misrepresentation to fit a specific ideological agenda. Independent researchers have found that he consistently selected data that favored his preconceived conclusions while ignoring contradictory evidence. Evidence of Systematic Bias Peer-reviewed analyses by researchers such as Jelte Wicherts identified several patterns suggesting intentional distortion in Lynn's work: Cherry-picking Low Scores: Lynn was found to have systematically excluded studies that showed higher IQ averages in African countries. He reportedly ignored every available study reporting an average IQ above 85 for African samples. Misrepresentation of Samples: In one "egregious" example for Equatorial Guinea, Lynn assigned a national IQ of 59 based on a single study of children who were in a home for the developmentally disabled in Spain, not a representative group from the country itself. Inconsistent Selection Criteria: Critics noted that Lynn's only consistent rule for including a study appeared to be the final score; lower scores were more likely to be included regardless of the sample's health or representativeness. Ideological Motivation Experts and organizations like the Southern Poverty Law Center (SPLC) argue that Lynn's work was not impartial science but was motivated by white nationalist and eugenicist ideologies: "Race Realism": Lynn was a long-time advocate of "race science," a fringe field that attempts to use biological data to justify racial hierarchies. Political Agenda: He openly argued that nations with high IQs must "subjugate or eliminate" lower-IQ groups to maintain dominance. He also advocated for the breakup of the U.S. into racial ethno-states and promoted anti-immigration and eugenics policies. Funding Ties: Much of his work was supported by the Pioneer Fund, an organization founded by Nazi sympathizers to promote "race betterment" and white supremacy. Scientific Consequences As a result of these documented flaws, the academic community has largely rejected his datasets: Revoked Status: In 2018, Ulster University revoked Lynn's emeritus status due to the "racist and sexist" nature of his work. Formal Rejection: The European Human Behavior and Evolution Association issued a formal statement in 2020 advising all researchers to stop using Lynn’s data, labeling it "unsound" and "scientifically unreliable". Publisher Reviews: As of late 2024 and 2025, major academic publishers like Elsevier have initiated comprehensive reviews of his published research due to mounting evidence of its "fundamentally flawed" and "misleading" nature. "
Identity Attack0.44690517
Insult0.5497792
Profanity0.36230123
Threat0.045895394
Severe Toxicity0.067522444
Moderate 0.51869136 Constructive 0.52 Insult Unverified_Claim
Jan 28, 2026 3 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...
I love the non Muslim Indian people. They are a great addition to our society unlike nasty middle eastern and African Muslims. The liberal party is massively moving the people in that are uneducated and …
I love the non Muslim Indian people. They are a great addition to our society unlike nasty middle eastern and African Muslims. The liberal party is massively moving the people in that are uneducated and can't assimilate so they will get on welfare and have their permanent vote
Identity Attack0.5948528
Insult0.47384647
Profanity0.22429734
Threat0.012130005
Severe Toxicity0.06101104
Moderate 0.509388 Constructive 0.62 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
black people really have it hard, in an “indian invasion”, yall still find time to laughing at racism against africans.
black people really have it hard, in an “indian invasion”, yall still find time to laughing at racism against africans.
Identity Attack0.58354634
Insult0.36193377
Profanity0.2188925
Threat0.028897164
Severe Toxicity0.02453801
Moderate 0.509388 Low Con 0.221 Identity Attack Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
The white dude with a bike was hilarioussss 🤣🤣 The man said “atleast Indians are better than the Muslims and Africans” 😭😭😭
The white dude with a bike was hilarioussss 🤣🤣 The man said “atleast Indians are better than the Muslims and Africans” 😭😭😭
Identity Attack0.5689151
Insult0.29383746
Profanity0.20139475
Threat0.027170537
Severe Toxicity0.0475607
Moderate 0.50789946 Moderate Con 0.348 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
That guy really hates Africans😄😄😄😄but we love everyone....so it really doesn't bother us
That guy really hates Africans😄😄😄😄but we love everyone....so it really doesn't bother us
Identity Attack0.53446084
Insult0.25800487
Profanity0.2258264
Threat0.014911477
Severe Toxicity0.029626917
Moderate 0.50789946 Moderate Con 0.456 Identity Attack Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Africans don't have low iq...when Africans were building cities white people were still living in caves...😂😂
Africans don't have low iq...when Africans were building cities white people were still living in caves...😂😂
Identity Attack0.57150364
Insult0.42167732
Profanity0.19032755
Threat0.012958534
Severe Toxicity0.04397394
Moderate 0.50789946 Low Con 0.218 Identity Attack Moral_Argument
Feb 26, 2026 Inside Canada's Indian Invasion...
The guy in the bike is a real racist. Africans are highly intelligent. No wonder you ride a bike in winter. Really bad person.
The guy in the bike is a real racist. Africans are highly intelligent. No wonder you ride a bike in winter. Really bad person.
Identity Attack0.48990932
Insult0.47384647
Profanity0.17380778
Threat0.012130005
Severe Toxicity0.023076924
Moderate 0.50789946 Low Con 0.273 Moral_Argument
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Rape is not in African culture??? Jeez this guy needs to travel
Rape is not in African culture??? Jeez this guy needs to travel
Identity Attack0.44690517
Insult0.3388922
Profanity0.32120174
Threat0.27243137
Severe Toxicity0.16960317
Moderate 0.50759226 Low Con 0.209 Unverified_Claim
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
listen to this descendant of lineage of evil, his direct lineage has been raping people centuries in Africa and he is deflecting here. The trace of his culture of rape is still visible in Africa …
listen to this descendant of lineage of evil, his direct lineage has been raping people centuries in Africa and he is deflecting here. The trace of his culture of rape is still visible in Africa in cities even countries e.g. Cape Verde the trace of his ancestor rape culture is visible there today. As far intelligence, I will leave him with the so called African homeless, that i am sure they out smart him in his town every day.
Identity Attack0.50515443
Insult0.47384647
Profanity0.2813443
Threat0.18597278
Severe Toxicity0.16960317
Moderate 0.50759226 Low Con 0.265 Identity Attack Unverified_Claim
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
I would rather them over Muslims and africans all day 😂😂😂
I would rather them over Muslims and africans all day 😂😂😂
Identity Attack0.57554024
Insult0.24928534
Profanity0.20916378
Threat0.13566011
Severe Toxicity0.055630904
Moderate 0.50503236 Low Con 0.257 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
That guy on the bicycle is low life. Extremely racist to Africans
That guy on the bicycle is low life. Extremely racist to Africans
Identity Attack0.5075293
Insult0.46774593
Profanity0.20375896
Threat0.015602129
Severe Toxicity0.02406851
Moderate 0.50503236 Moderate Con 0.305 Identity Attack Meta_Commentary
Feb 25, 2026 1 likes 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...
The racism against Africans in this video is disgraceful 🤮🤮🤮
The racism against Africans in this video is disgraceful 🤮🤮🤮
Identity Attack0.45348886
Insult0.27146968
Profanity0.19770569
Threat0.030969119
Severe Toxicity0.034110364
Moderate 0.50503236 Low Con 0.239 Moral_Argument
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
Video about how unwanted Indians have taken over a Canadian city ends up being predominantly about bashing Africans, talking about how their IQ is lower than 70. Whatever that means. However, the poor, “you know …
Video about how unwanted Indians have taken over a Canadian city ends up being predominantly about bashing Africans, talking about how their IQ is lower than 70. Whatever that means. However, the poor, “you know what” thrash won’t acknowledge same low IQ Africans don’t have forged certificates, don’t get their degrees from diploma mills like these Indians and actually go to proper Universities. They’re also hardworking, respectful folks who are not in your face and haven’t tried to take over Canada. I was born in Nigeria. I don’t live in Canada not because of Indians, though I see far too many of them in Lagos (because believe it or not, they’re everywhere) but because of personal preferences. Notice how the bikey cr@ck$r was riding on a bike while those he insults are doctors, lawyers, pharmacists, professors, musicians, athletes etc. I know them because many are my friends and former university colleagues here in America. Africans, especially Nigerians are leading in academia, medicine, music, movies. Unlike Indians they also excel in sports the world over, not just pretentious degrees, most of which are cooked up. African is recognized or respected only when he’s white like Elon Musk and Peter Thiel. And yes, cr@ck$rs are mad everywhere bcos the world they thought belonged to them turns out doesn’t at all. They don’t want to work, want to sit in their mom’s basement smoking joint all day, then use their “you know what” privilege to get ahead just because of their skin color and place of birth lands that belonged to other groups which they forcibly stole and developed with unpaid labor & resources, which they also stole from Africa and Indian sub continent. Anyone of you praising bikey should show me your college degree and I’ll give you $100 real dollars. Remind me again when that smart Nigeria Prince wipes out your bank account in his/her internet scam, how stupid he is with low IQ under 70. LOSERS!
Identity Attack0.5498214
Insult0.5130944
Profanity0.22612886
Threat0.020609349
Severe Toxicity0.042180564
Moderate 0.5024724 Constructive 0.565 Identity Attack Insult Policy_Critique
Feb 9, 2026 Inside Canada's Indian Invasion...
Wow he hates African -
Wow he hates African -
Identity Attack0.55044734
Insult0.27969417
Profanity0.18049006
Threat0.0130621
Severe Toxicity0.023076924
Moderate 0.5024724 Low Con 0.244 Identity Attack Meta_Commentary
Feb 20, 2026 1 likes Inside Canada's Indian Invasion...
You have a huge misconception about African people ...do your due diligence It shows how low key your IQ is
You have a huge misconception about African people ...do your due diligence It shows how low key your IQ is
Identity Attack0.29951343
Insult0.5130944
Profanity0.17148167
Threat0.008893564
Severe Toxicity0.023076924
Moderate 0.5024724 Low Con 0.239 Insult Moral_Argument
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Mate , im African! I can tell you im smarter than your grandfather. White people is not accountable for your statement.
Mate , im African! I can tell you im smarter than your grandfather. White people is not accountable for your statement.
Identity Attack0.5135796
Insult0.37960073
Profanity0.22213541
Threat0.013476364
Severe Toxicity0.02430326
Moderate 0.4977744 Moderate Con 0.427 Identity Attack Identity_Assertion
Feb 11, 2026 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...
8:30 I was tryna give this guy the benefit of the doubt like he has a bit of a point but then he just outright said ALL Africans are the problem 💔
8:30 I was tryna give this guy the benefit of the doubt like he has a bit of a point but then he just outright said ALL Africans are the problem 💔
Identity Attack0.55803186
Insult0.336253
Profanity0.19401662
Threat0.02181799
Severe Toxicity0.024819711
Moderate 0.4977744 Constructive 0.508 Identity Attack
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
GUY ON BIKE IS A LOW CLASS POS INTELLIGENCE OF AFRICANS MUCH HIGHER THAN HIS
GUY ON BIKE IS A LOW CLASS POS INTELLIGENCE OF AFRICANS MUCH HIGHER THAN HIS
Identity Attack0.46028158
Insult0.48627716
Profanity0.2317999
Threat0.013424582
Severe Toxicity0.0475607
Moderate 0.49139655 Low Con 0.153 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
He said all Africans are terrible . Wow that’s a bad mindset
He said all Africans are terrible . Wow that’s a bad mindset
Identity Attack0.55011386
Insult0.4125297
Profanity0.22213541
Threat0.010783645
Severe Toxicity0.023927659
Moderate 0.4838166 Low Con 0.234 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
There’s definitely an influx of Indians in Brampton that make a mess which needs to change lol but with all that talk about being dirty and living together.. how often have you ever come across …
There’s definitely an influx of Indians in Brampton that make a mess which needs to change lol but with all that talk about being dirty and living together.. how often have you ever come across a homeless Indian? Do we need less of them? Yes, but do a lot of them also grind their asses off to make it work? Yes. They only get berated because there’s a surge of them, and this would’ve been just as bad for Africans, Latinos and East asians if roles were reversed. “They stay to themselves” yeah it’s called a community and white people have always excluded minorities lmao so suck it up. We do need to deport a lot of these students who make a mess but lets not act like these Indians aren’t hustlers who do what it takes to make it work.
Identity Attack0.49584505
Insult0.46625584
Profanity0.41503602
Threat0.07323132
Severe Toxicity0.16233426
Moderate 0.4826145 Constructive 0.63
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
That was such an ignorant comment about Muslims and Africans. As an Egyptian Muslim who has lived in Canada for five years, I’ve found most Canadians to be incredibly friendly. It’s a shame to hear …
That was such an ignorant comment about Muslims and Africans. As an Egyptian Muslim who has lived in Canada for five years, I’ve found most Canadians to be incredibly friendly. It’s a shame to hear such rhetoric when a significant portion of the workforce and healthcare system , the people serving Canadians every day, are Muslim and/or African.
Identity Attack0.50515443
Insult0.4810288
Profanity0.055940874
Threat0.007029374
Severe Toxicity0.017997624
Moderate 0.4826145 Constructive 0.773 Identity Attack Personal_Narrative
Jan 28, 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.