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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: "if you believe africans have …" 15 comments
Omg the old white guy is racist as fuck I can’t believe he says this things in broad daylight about Africans damn
Omg the old white guy is racist as fuck I can’t believe he says this things in broad daylight about Africans damn
Identity Attack0.69783735
Insult0.71027446
Profanity0.7785769
Threat0.06820184
Severe Toxicity0.45895407
Toxic 0.9248995 Moderate Con 0.348 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
This f****ing white dude he's just saying Africans have low intelligence 😮 l can not believe this .
This f****ing white dude he's just saying Africans have low intelligence 😮 l can not believe this .
Identity Attack0.71678543
Insult0.6308392
Profanity0.70864636
Threat0.04718852
Severe Toxicity0.45895407
Toxic 0.85850734 Low Con 0.235 Identity Attack Insult Moral_Argument
Feb 15, 2026 Inside Canada's Indian Invasion...
😅the self described "white trash guy" believes Africans are less intelligent then his low IQ ass!!
😅the self described "white trash guy" believes Africans are less intelligent then his low IQ ass!!
Identity Attack0.6458014
Insult0.6991143
Profanity0.6919765
Threat0.043309137
Severe Toxicity0.41034412
Toxic 0.8540474 Low Con 0.174 Identity Attack Insult Humor_Satire
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
dude on the bike is a dumbass if he actually believes that 80iq african statement
dude on the bike is a dumbass if he actually believes that 80iq african statement
Identity Attack0.48915586
Insult0.6798578
Profanity0.5865656
Threat0.027343199
Severe Toxicity0.29621798
Toxic 0.7570315 Low Con 0.143 Insult Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
if you believe africans have low intelligence, in your own words then you are a mumu😂😂😂😂😂 CHUPA PILA , with all due respect
if you believe africans have low intelligence, in your own words then you are a mumu😂😂😂😂😂 CHUPA PILA , with all due respect
Identity Attack0.55011386
Insult0.6407567
Profanity0.47435758
Threat0.030623792
Severe Toxicity0.44787344
Toxic 0.743089 Low Con 0.167 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
How hypocrite is the guy with work jacket on bike, talking about he was more comfortable with Indians as opposed to Muslims and Africans!!! What?? What a filthy racist is this guy!!! He hates Africans …
How hypocrite is the guy with work jacket on bike, talking about he was more comfortable with Indians as opposed to Muslims and Africans!!! What?? What a filthy racist is this guy!!! He hates Africans because he believes that rape is normal in their African culture!!! What?? He has no idea that India has highest rape rate in a year and brutality including regular lynching... my goodness... this guy will not open his eyes yet. And why he hates muslims? He is ignorant. What a crazy racist is that guy. Hate and racism is going to burn our lovely beloved safest country Canada. This is not right. Alarm. Whoever we are, we all must live together in peace and unity. Multiculturalism is not bad but Candian common culture must be adopted, respected and lived.
Identity Attack0.55044734
Insult0.69164425
Profanity0.37993968
Threat0.34804323
Severe Toxicity0.35368225
Toxic 0.7252971 Constructive 0.556 Identity Attack Insult Moral_Argument
Feb 6, 2026 4 likes Inside Canada's Indian Invasion...
Tyler is going racist. Wow imagine the fool on bike whose bible is Google...everything it says he believes. If Africans are not smart pls bring out all medical doctors and count according to race. I …
Tyler is going racist. Wow imagine the fool on bike whose bible is Google...everything it says he believes. If Africans are not smart pls bring out all medical doctors and count according to race. I bet you probably no Canadian white.
Identity Attack0.58354634
Insult0.6675394
Profanity0.22622968
Threat0.012337137
Severe Toxicity0.05832097
Moderate 0.6744087 Low Con 0.206 Identity Attack Insult
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
That white guy on a bike is so ignorant. "Africans cannot even operate a cashier..." Really? I guess they import all their pilots, doctors, engineers, nurses, etc... Also, Africa is 54 countries, and in each …
That white guy on a bike is so ignorant. "Africans cannot even operate a cashier..." Really? I guess they import all their pilots, doctors, engineers, nurses, etc... Also, Africa is 54 countries, and in each country you could literally find numerous cultures and languages. Even within the same culture or family, two people aren't alike. This is why I watch YouTube videos that showcase Africa, because ignorance exists and has real-world consequences. Imagine that guy in HR, he'll obviously deny you a job if he learns that you're from Africa because he believes you're not intelligent.
Identity Attack0.5135796
Insult0.5678696
Profanity0.17473823
Threat0.015256803
Severe Toxicity0.02406851
Moderate 0.56269526 Constructive 0.698 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with …
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with the fluorenscent vest claims!!! We have African brothers and sisters who are basically geniuses. We have that, too, better than whites. Inventions made by Blacks but, the white man wanted the credit so bad for it. That's your story, anything Africans/Blacks create, y'all want to steal and, "make it ours" and you alter history books and other storytelling materials for that. You people have a serious issue and he claims whites as being the good ones? 😂😂 Seriously, this bullshit boils my blood, it makes me sick. No one is good except God! Just because you do not understand another man's culture, it doesn't mean he's of low intelligence. Same language dialects. I can't believe he said such bullshit about my people! Does he mingle with us or know us?! He looks like he's probably stayed in Canada all his life until now. This is pathetic but I know you whites are just afraid and terrified of us. I'll never forget the way we suffered and still are.
Identity Attack0.55044734
Insult0.48484445
Profanity0.48510036
Threat0.06863153
Severe Toxicity0.23225832
Moderate 0.5532103 Constructive 0.654 Identity Attack Moral_Argument
Feb 17, 2026 2 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...
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...
Hi Tyler, African here. The comment about African people's IQ is quite demeaning. I believe people are the same all over the world irregardless of the color of their skin 😊
Hi Tyler, African here. The comment about African people's IQ is quite demeaning. I believe people are the same all over the world irregardless of the color of their skin 😊
Identity Attack0.31307843
Insult0.15485314
Profanity0.08193458
Threat0.0083886795
Severe Toxicity0.010070801
Low Tox 0.28857216 Constructive 0.742 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
The gentleman’s comment about the IQ levels of Sub-Saharan Africans was completely below the belt. Regardless, I believe such generalizations are harmful and unacceptable. Even though the statement was broad and generalized, I strongly object …
The gentleman’s comment about the IQ levels of Sub-Saharan Africans was completely below the belt. Regardless, I believe such generalizations are harmful and unacceptable. Even though the statement was broad and generalized, I strongly object to it. In my view, it amounts to discrimination. I do not consider it intelligent or appropriate for anyone to make such remarks.
Identity Attack0.23391083
Insult0.16846494
Profanity0.027820412
Threat0.007327127
Severe Toxicity0.005531311
Low Tox 0.2648175 Constructive 0.68 Moral_Argument
Feb 27, 2026 2 likes Inside Canada's Indian Invasion...
As a European, I believe Canadians would rather have south Asian immigration than North African/Sub-Saharan African immigration
As a European, I believe Canadians would rather have south Asian immigration than North African/Sub-Saharan African immigration
Identity Attack0.3043136
Insult0.0623257
Profanity0.024814399
Threat0.00746953
Severe Toxicity0.0076293945
Low Tox 0.24924077 Moderate Con 0.349
Nov 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I became homeless after spending over 2 months in the ICU of a Toronto hospital barely walking in was taken to a Toronto city shelter and for 5 years I've been in 5 different Toronto …
I became homeless after spending over 2 months in the ICU of a Toronto hospital barely walking in was taken to a Toronto city shelter and for 5 years I've been in 5 different Toronto shelters in what seemed like a blink of a eye every shelter became 80% north African Muslim men ,they were given cash allowances to buy their own food $80 a day plus welfare cheques once a month boosted up with TTC allowance $157 clothing allowances and yes they were all given money to buy laptops and smart phones apparently so they can keep in touch with their families back in Africa, in the last shelter I stayed in there was only 6 white Canadian born homeless people living there and 94 north Africans whom we started to notice were being housed only to have the next one take up their cott space housed yes and when we started looking into how they were getting housed so fast when we were apparently on a 37,000 name waiting list for housing with our housing workers telling us it will take 10 years if we are lucky then we found out about the secret housing program that these fresh off the boat immigrants were getting market value apartments of their choice you pick the government pays one African we befriended ( he wasn't a believer in Islam shush or they'll kill him) got a 1 bedroom condo apartment over looking Toronto's Island airport $2,700 a month and the government payed for all his furnishings, so now we knew and we approached the on site housing workers asking why we weren't told about COHB at first they tried to deny it existed but researching we had all the information first these COHB forms were to be handed out to those with seniority length of stay so as to cut out on abuse being that they are worth over $250,000 after ten years of paying your rent as in free housing for life , then we discovered the staff were making false entries on our files claiming some of us lost our seniority for fighting claiming we were kicked out for 14 days others for smoking violations what they didn't think we knew was on admission to any shelter you sign a agreement that they are videoing you and keeping a file on you that also stated we are allowed to have up to date copies of our files then during the 2 weeks we were supposedly kicked out we asked for the videos from that period once they realized we had a advocate working for us who a l so supplies lawyers to us should we need so they got caught then management called us all up for a meeting and that's when we hit him with a bombshell yes the shelters are staffed with immigrants from the same African countries this Hoard is coming from and we have a sworn statement saying they are charging $10,000 for these guaranteed housing forms yes $10,000 that's what our none Muslim African shelter friend payed for his form and why he's now living free in easily close to a million dollar condo and believe me the cars parked there show it, ok so after we busted them guess what 6 whites who were all born in Canada and have lived a average of 3.5 years in a shelter all got housed in apartments of our choosing mind we did get ours fully furnished by the government like all these illegal Christian hating islamists get free housing free food free clothing free medical free dental free prescription drugs and a free huge monthly welfare cheque Rebel news please contact us we want every Canadian to know what's going on and how we Canadians are being left out, p.s just go to any money transfer business at the end of the month and you'll see line ups of these north Africans wiring money back to their wives and families even boxing up all the mountains of free clothing sending it to Africa same what they're doing with all the prescription drugs they are getting for free everything is about making money taking taking taking not putting anything back , now I sleep soundly no one stealing my belongings no more catching a different cold every week no more being called a filthy infidel which seems to be their favorite word COHB look that up and if your living paycheck to paycheck working 2 jobs just get to a shelter say one with 94 Africans who will all be housed shortly leaving you the most seniority easy peasy but remember to keep a eye on your file for false entries or borrow $10,000 to buy one
Identity Attack0.20878418
Insult0.0777699
Profanity0.025770858
Threat0.007819066
Severe Toxicity0.0075531006
Low Tox 0.20102765 Constructive 0.78 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …

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.