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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: "Saying Africans have an IQ …" 16 comments
Am glad you think that “Fat Cracker” joke is funny calling African illiterate and low IQ and saying “Rape” is part of African culture is crazy! Shame on you bro! And you stood there and …
Am glad you think that “Fat Cracker” joke is funny calling African illiterate and low IQ and saying “Rape” is part of African culture is crazy! Shame on you bro! And you stood there and laugh smh…! lol go on “EDP WATCH” see what “American are doing” fucking dumb ass!
Identity Attack0.57150364
Insult0.71027446
Profanity0.764141
Threat0.16067244
Severe Toxicity0.45895407
Toxic 0.8778702 Low Con 0.227 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
“The guy with the bike was so honest” fucking hell?!?!? Saying Africans have an average iq <70/rape is part of their culture is genuinely retarded and spewing racist bs. Idk what honesty that is
“The guy with the bike was so honest” fucking hell?!?!? Saying Africans have an average iq <70/rape is part of their culture is genuinely retarded and spewing racist bs. Idk what honesty that is
Identity Attack0.6458014
Insult0.61794597
Profanity0.70864636
Threat0.28890648
Severe Toxicity0.45895407
Toxic 0.78855824 Moderate Con 0.323 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Did he just say r@pe is part of their culture? A 40 IQ talking about 70 IQ...what a dummy. You hate Africans, and we hate stupid people. What an idiot. Reminds me of the 40 …
Did he just say r@pe is part of their culture? A 40 IQ talking about 70 IQ...what a dummy. You hate Africans, and we hate stupid people. What an idiot. Reminds me of the 40 IQ white people I know. Tyler trying to $$ in on hate as usual. Tyler the vulture 😂😂
Identity Attack0.5612457
Insult0.7298119
Profanity0.46460027
Threat0.03718498
Severe Toxicity0.26195827
Toxic 0.78207105 Low Con 0.227 Identity Attack Insult Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
That guy with the bike saying african cultures is not against r**pe and that african IQ is below people with down syndrome is a FULL BLOWN RACIST.
That guy with the bike saying african cultures is not against r**pe and that african IQ is below people with down syndrome is a FULL BLOWN RACIST.
Identity Attack0.57150364
Insult0.67254376
Profanity0.48510036
Threat0.030969119
Severe Toxicity0.35368225
Toxic 0.74954444 Low Con 0.19 Identity Attack Insult Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What's up with that guy on the bike,,,, african low IQ what the f*** he could literally opens his mouth and say that 😂, their culture is raping woman? What? That ninja has to be …
What's up with that guy on the bike,,,, african low IQ what the f*** he could literally opens his mouth and say that 😂, their culture is raping woman? What? That ninja has to be taught a lesson, he's being rude towards Africans...
Identity Attack0.57150364
Insult0.5393265
Profanity0.49259362
Threat0.4352635
Severe Toxicity0.35368225
Moderate 0.6852916 Low Con 0.272 Identity Attack Insult Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
That’s racist white man says Africans has a low IQ of 70 sir get a life!!
That’s racist white man says Africans has a low IQ of 70 sir get a life!!
Identity Attack0.6227552
Insult0.5270482
Profanity0.29209393
Threat0.03787563
Severe Toxicity0.16960317
Moderate 0.6827122 Low Con 0.181 Identity Attack Insult Moral_Argument
Mar 2, 2026 Inside Canada's Indian Invasion...
Wow, what a piece of trash video this is full of misleading information that it should be banned from YouTube. Canada is full of various ethnoburbs for decades and it has generally worked for the …
Wow, what a piece of trash video this is full of misleading information that it should be banned from YouTube. Canada is full of various ethnoburbs for decades and it has generally worked for the benefit of the country. Go to Markham or Richmond and it's 80%+ chinese. Vaughan is mostly Italians. So many areas of the country has had immigrant populations like Brampton does. Then you give an outright racist a platform of about 4 minutes in this video to say such BS that Indians eat poop, and Africans have sub 80 IQ. It's infuriating to see this content.....and from an American no less. You then highlight a survey about quality life and make an implication that it has anything to do with immigration. Guess what, you ask that quality of life to any city in North America and they will almost guarantee that quality of life has decreased since the pandemic mostly because of inflation and the economy...not because of some immigrants coming here to take low paying jobs that white don't want to do. It's the same BS that Americans do with blaming Mexicans and Somalians. Only dumb people actually buy into this xenophobic crap that media producers like you promote.
Identity Attack0.40351558
Insult0.6336687
Profanity0.34827787
Threat0.019573374
Severe Toxicity0.16960317
Moderate 0.6407703 Constructive 0.566 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
So the white guy on the bike thinks Africans have low IQ 😂..for guys who debate on what a woman is ? ..Africa is a continent with many countries grouping all Africans just because of …
So the white guy on the bike thinks Africans have low IQ 😂..for guys who debate on what a woman is ? ..Africa is a continent with many countries grouping all Africans just because of some misbehaving says a lot about his IQ.. Jeffrey Epstein is a white guy ..should i say all white people are human traffickers and pedophiles ?
Identity Attack0.60238177
Insult0.5130944
Profanity0.33453682
Threat0.0824309
Severe Toxicity0.16960317
Moderate 0.6342749 Moderate Con 0.379 Identity Attack Insult Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
TYPICAL WHITE MAN ASKING ALL THESE WEIRD QUESTIONS ABOUT OTHER RACES BUT NEVER ASKED AMY QUESTIONS ABOUT WHITE PPL AND THE FACT THAT U ALLOWED THAT HONKY TO SAY FALSE THINGS ABOUT THE AFRICANS SAYING …
TYPICAL WHITE MAN ASKING ALL THESE WEIRD QUESTIONS ABOUT OTHER RACES BUT NEVER ASKED AMY QUESTIONS ABOUT WHITE PPL AND THE FACT THAT U ALLOWED THAT HONKY TO SAY FALSE THINGS ABOUT THE AFRICANS SAYING THEY ARE STUPID AND CANT HOLD AN MC DONALDS JOB REFLECTS HOW U FEEL ABOUT THE AFRICANS WHEN CERTAIN PARTS OF AFRICA THEIR IQ LEVELS ARE HIGHER THAN JAPAN AND CHINA THEN HE SAID RXPE IS APART OF THEIR CULTURE WHEN LAST TIME I CHECKED WHITE PPL WENT ALL AROUND THE WORLD RXPING WOMEN ESPECIALLY HERE IN AMERICA HOW DID TAKE OVER THIS LAND? BY FORCE AND RXPE WAS APART OF THAT PROCESS!!! IM NOT ADVOCATING FOR THE AFRICANS IM NOT AFRICAN BUT I HAVE TO SIDE WITH THE TRUTH U OWE THE TRUTH TO YOUR AUDIENCE NOT PROPAGANDA HOMIE!!! -SOUTH CENTRAL B.ROB
Identity Attack0.5948528
Insult0.5497792
Profanity0.39409557
Threat0.07399795
Severe Toxicity0.349738
Moderate 0.6308517 Moderate Con 0.33 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The dude saying subsaharan Africans have an IQ of less than 70 on average is the most moronic stuff I've heard in a while😅😂
The dude saying subsaharan Africans have an IQ of less than 70 on average is the most moronic stuff I've heard in a while😅😂
Identity Attack0.50917345
Insult0.5130944
Profanity0.4113413
Threat0.012285355
Severe Toxicity0.037697118
Moderate 0.57271194 Low Con 0.278 Identity Attack Insult Unverified_Claim
Feb 7, 2026 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...
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...
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...
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...
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...
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...

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.