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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 see them and I …" 1,182 comments · Page 7 of 48
Happy to see you back my Brother. As a former immigrant, now a citizen of Canada, It’s a shame to see this beautiful country going to shite. the government really f&$@ed up , the new …
Happy to see you back my Brother. As a former immigrant, now a citizen of Canada, It’s a shame to see this beautiful country going to shite. the government really f&$@ed up , the new immigrants are trying to change the country to suit themselves. 🇯🇲🇨🇦
Identity Attack0.34649673
Insult0.46923602
Profanity0.4862434
Threat0.010188141
Severe Toxicity0.02425631
Moderate 0.51869136 Constructive 0.583
Aug 25, 2025 40 likes Why Canadians Are Turning Against …
Wow 13 mnths to get a simple mri too see if u have a brain tumor. There trying to kill Canadians
Wow 13 mnths to get a simple mri too see if u have a brain tumor. There trying to kill Canadians
Identity Attack0.40883094
Insult0.36798462
Profanity0.10920923
Threat0.5230719
Severe Toxicity0.05473421
Moderate 0.51869136 Moderate Con 0.349 Threat
Sep 11, 2025 2 likes Why Canadians Are Turning Against …
Indian people taking over and building up and bringing up the economy! Okay! It is making us Canadians say, “too much!” At least you heard the last 4 minutes! But, Whites, Blacc’s and whoever else …
Indian people taking over and building up and bringing up the economy! Okay! It is making us Canadians say, “too much!” At least you heard the last 4 minutes! But, Whites, Blacc’s and whoever else still left behind competing in an old world and fighting and being indifferent about race still! Yeah Fucc y’all! The Indian people see Brown and sticc to a motive while everyone else fighting! Canadian’s and American’s will doom themselves!
Identity Attack0.5135796
Insult0.46327567
Profanity0.4113413
Threat0.055270568
Severe Toxicity0.16960317
Moderate 0.51869136 Moderate Con 0.348 Identity Attack
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Wait & see when the "White" Citizens stop cleaning up after these people... It will become like their homelands. FILTH EVERYWHERE.
Wait & see when the "White" Citizens stop cleaning up after these people... It will become like their homelands. FILTH EVERYWHERE.
Identity Attack0.5504064
Insult0.46327567
Profanity0.17987521
Threat0.025098583
Severe Toxicity0.024678862
Moderate 0.5140397 Low Con 0.165 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This guy is projecting his own low intelligence. I see he never reads books 📚 but rely on white supremacists agenda. This is coming from a neanderthal descendants. 🙃
This guy is projecting his own low intelligence. I see he never reads books 📚 but rely on white supremacists agenda. This is coming from a neanderthal descendants. 🙃
Identity Attack0.46028158
Insult0.48675314
Profanity0.18909787
Threat0.014911477
Severe Toxicity0.023927659
Moderate 0.5140397 Low Con 0.187 Meta_Commentary
Feb 27, 2026 Inside Canada's Indian Invasion...
I’m gonna get a lot of hate for this comment and death threats, but I would rather have Pakistani and Indian people then have Isis and radical Islamic terror because if people know how to …
I’m gonna get a lot of hate for this comment and death threats, but I would rather have Pakistani and Indian people then have Isis and radical Islamic terror because if people know how to act then it’s fine if they build their culture hair, don’t forget Europeans and white people built their culture all over the world and killed everyone that wasn’t what they wanted and got rid of their religions in their ancestors and they got rid of their culturewhite people have killed billions of people, but nobody seems to care about that as soon as you see some brown people moving into your country, that’s under 1 million you guys flip out it’s weird
Identity Attack0.5135796
Insult0.34237885
Profanity0.2801717
Threat0.5195707
Severe Toxicity0.17009245
Moderate 0.5140397 Constructive 0.558 Identity Attack Threat
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
This is what is knows as soft racism, what people like ishowspeed is doing showing sides of Africa that no one have seen and they are also people. The these just show people like "I …
This is what is knows as soft racism, what people like ishowspeed is doing showing sides of Africa that no one have seen and they are also people. The these just show people like "I hate everyone from Africa like Africa is only Sudan or Somalia... Or Indians eat poop how bizzar is that... There are bad but not everyone is bad... This guy prove everytime I see this video I don't like his videos.... But not all videos are bad. And ofc these illegal stuff is bad, as this title have India I am sure this video will get heat.... cuz everyone hate hardworking people Edit - I also like this guy cuz he is equally racist to everyone... showing the real stuff
Identity Attack0.46028158
Insult0.40243408
Profanity0.34391102
Threat0.054624002
Severe Toxicity0.16960317
Moderate 0.509388 Constructive 0.743
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's so disgusting and sick to see hate mongering, racism and bigotry being normalized. It shows there's something really wrong with you.
It's so disgusting and sick to see hate mongering, racism and bigotry being normalized. It shows there's something really wrong with you.
Identity Attack0.099072486
Insult0.5393265
Profanity0.13697
Threat0.009204263
Severe Toxicity0.020515325
Moderate 0.509388 Moderate Con 0.322 Insult Moral_Argument
Mar 1, 2026 Inside Canada's Indian Invasion...
Vassy is not a stupid woman, however, she is being deliberately obtuse as she desperately tries to find fault with this proposed motion. Anyone with half a brain can see that it is specifically directed …
Vassy is not a stupid woman, however, she is being deliberately obtuse as she desperately tries to find fault with this proposed motion. Anyone with half a brain can see that it is specifically directed at proven, bogus asylum seekers and those whose Visas have expired and have no right to even remain in Canada. Also, I don't care what kind of a mess a legitimate asylum seeker is fleeing, I do not believe anyone "from away" is entitled to better health care benefits than Canadian citizens.
Identity Attack0.17381613
Insult0.56997263
Profanity0.22612886
Threat0.008789998
Severe Toxicity0.019998873
Moderate 0.509388 Constructive 0.621 Insult Policy_Critique
Feb 24, 2026 52 likes 'We do know that there's …
The issue is real concerns warping into a racist perspective. No doubt there’s too many Indians coming into Canada, as the Canadian government is more than happy to accept. And the frustration from over-immigration turning …
The issue is real concerns warping into a racist perspective. No doubt there’s too many Indians coming into Canada, as the Canadian government is more than happy to accept. And the frustration from over-immigration turning into “fuck Indians”, it happens so quick. Being a man born in Canada with Indian heritage, lets you see how much the new immigrants don’t like you because you are too “white” for them, and Canadians don’t like you because you look like all of the new people coming in that look just like you. Lose lose all around.
Identity Attack0.5274064
Insult0.4596616
Profanity0.48510036
Threat0.027515862
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.645 Identity Attack Personal_Narrative
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I completely agree with the black fella in the beginning. I am from Guyana and sadden to see the direction this country is heading. Specifically Hindus, Muslims and Sikhs. It is a mistake letting these …
I completely agree with the black fella in the beginning. I am from Guyana and sadden to see the direction this country is heading. Specifically Hindus, Muslims and Sikhs. It is a mistake letting these people in, they bring no value to this country.
Identity Attack0.58354634
Insult0.42743355
Profanity0.16729468
Threat0.0347677
Severe Toxicity0.04666401
Moderate 0.50789946 Constructive 0.697 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I mean it makes sense sadly... they live in a shithole and make little to nothing nothing and everything is all ransacked and destroyed and/or dirty. See that the grass is greener over here with …
I mean it makes sense sadly... they live in a shithole and make little to nothing nothing and everything is all ransacked and destroyed and/or dirty. See that the grass is greener over here with more opportunities and can make 10x more than people over there and can send the money back so their family gets a good amount back. But there will be a huge majority that will slip up over time and act like they do back there just bringing all that sloppiness and nonsense over here. possibly creating their own gang or a terroristic like group. Ive already seen a homeless one(seemed homeless and raggedy) walking down the street checking for unlocked car doors.
Identity Attack0.10221587
Insult0.47357693
Profanity0.4819111
Threat0.024062606
Severe Toxicity0.052940834
Moderate 0.50789946 Constructive 0.637 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I'd like to see the racist on the mountain bike drive my transport truck. The whimp cant.
I'd like to see the racist on the mountain bike drive my transport truck. The whimp cant.
Identity Attack0.37152436
Insult0.5130944
Profanity0.26802593
Threat0.1368402
Severe Toxicity0.02604016
Moderate 0.50789946 Moderate Con 0.327 Insult Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of …
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of these people pay taxes,almost everyone seen in the video works,and last I checked even blue collar workers pay taxes,from an uber eats driver to the nurse These people come here legally paying double and triple in fees,they're not illegal immigrants like many in USA The church was sold willingly for money and then the temple was built,all temples pay property taxes and were bought with money No one wants to talk about diploma mills willingly giving admissions to the students The people welcomed the youtuber with open arms,explained things,gave answers and a lot of food Some things need improvement I totally agree like Indians need to maintain cleanliness and integrate but overall what a piece of propaganda this video is,people in comments literally ignoring how welcoming the people were to this youtuber That guy is totally right,people don't really face racism irl Anyways I am glad people irl are not like people online,I love Canada and always will and I'm proud of how welcoming and open Canada is 🇨🇦❤️
Identity Attack0.24293575
Insult0.53014356
Profanity0.16496858
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.50759226 Constructive 0.817 Insult Policy_Critique
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
To see so many "likes" and "laughs" for the guy on the bike is despicable. He was not "speaking facts", he was simply being ignorant and racist, which you guys love to see, smh. I …
To see so many "likes" and "laughs" for the guy on the bike is despicable. He was not "speaking facts", he was simply being ignorant and racist, which you guys love to see, smh. I always find it so fascinating how much "hate" the world has for Africans/blacks. Claiming that they're "sooooo inferior/unintelligent"🙄😒 lol, we all know that IF that were honestly the case then the world wouldn't need to constantly try to put them at a disadvantage. IF you all honestly believed that "blacks are inferior", then you wouldn't constantly be obsessed with black people, you'd simply let them be. We all know it's a projection. People see the greatness and constant resilience of blacks, which pisses you guys off lol. Now argue amongst yourselves under my comment 😌✊🏽✊🏾✊🏿😝
Identity Attack0.5075293
Insult0.49389273
Profanity0.2659699
Threat0.014393489
Severe Toxicity0.02458496
Moderate 0.50759226 Constructive 0.545 Identity Attack Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
MR THESE 3 RD CLASS PEOPLE OF RACIST MINDS WHO LITERALLY DRINK COKE EAT BURGER TRYING TO DEMEAN INDIA CALLING PEOPLE EAT COW POOP WHERE NOT A SINGLE INDIAN DOES THAT RATHER COW DUNG USED …
MR THESE 3 RD CLASS PEOPLE OF RACIST MINDS WHO LITERALLY DRINK COKE EAT BURGER TRYING TO DEMEAN INDIA CALLING PEOPLE EAT COW POOP WHERE NOT A SINGLE INDIAN DOES THAT RATHER COW DUNG USED FOR MANURE AND AS DRIED BURNS AND COW URINE AS SYMBOLISM RITUAL OF PURITY.. 1ST GET REAL GROUND KNOWLEDGE ABOUT INDIA.. WEST SCIENTISTS PRESIDENTS CELEBRITIES CONE TO INDIA FOR ENLIGHTENMENT AND SPIRITUALISM... MAYBE SOME PEOPLE ARE CARELESS BUT INDIA IS A GREAT NATION WHERE CANADA SEES ONLY ICE AND SNOW WITH LESSER ECONOMY TRADE DEFENCE MANUFACTURING TECHNOLOGY INFRASTRUCTURE ETC INDIA HV INNUMERABLE DIALECTS TRADITIONS RICHNESS FOODS SEASONS ETC... CANADA IS BEHIND INDIA IN MULTIPLE ASPECTS BUT CIVIC SENSE MAYBE AN IMPORTANT ISSUE IN CROWDED PUBLIC MARKET TOWNS 🙏
Identity Attack0.44690517
Insult0.5130944
Profanity0.17926037
Threat0.026652548
Severe Toxicity0.14916596
Moderate 0.50503236 Constructive 0.512 Insult Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
I’m born to an Indian family…I’ve never been to india, and i dont plan on going there either. I wasn’t brought up the way i see these Indians are…. I cant stand them! I want …
I’m born to an Indian family…I’ve never been to india, and i dont plan on going there either. I wasn’t brought up the way i see these Indians are…. I cant stand them! I want them out of this country that i call home!!
Identity Attack0.5689151
Insult0.36537176
Profanity0.15635987
Threat0.08396416
Severe Toxicity0.11756202
Moderate 0.50503236 Moderate Con 0.455 Identity Attack Personal_Narrative
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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...
9:04 I didn't see a human, all I saw was a cockroach.
9:04 I didn't see a human, all I saw was a cockroach.
Identity Attack0.07094744
Insult0.40243408
Profanity0.39026237
Threat0.030623792
Severe Toxicity0.03590374
Moderate 0.5024724 Moderate Con 0.337
Jan 5, 2026 Inside Canada's Indian Metropolis (Brampton)
To be fair Ontario is a MAJOR liberal province. They did all this immigration bullshit to themselves! Don’t get me wrong it’s bad in Alberta but not that bad! Makes me happy to see that …
To be fair Ontario is a MAJOR liberal province. They did all this immigration bullshit to themselves! Don’t get me wrong it’s bad in Alberta but not that bad! Makes me happy to see that the blue plates are reaping what they sow. Ps come to Alberta @tyler give ya some more perspective and see why Alberta is separating. This is a huge part of it
Identity Attack0.2816105
Insult0.4196762
Profanity0.48510036
Threat0.01052473
Severe Toxicity0.023927659
Moderate 0.4977744 Constructive 0.528 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
It should be mandatory for immigrants to assimilate. English should be mandatory. And for heavens sake, ban slipper wearing mofos inside the malls. This ain’t 3rd world. I don’t wanna see your toes while I …
It should be mandatory for immigrants to assimilate. English should be mandatory. And for heavens sake, ban slipper wearing mofos inside the malls. This ain’t 3rd world. I don’t wanna see your toes while I go shopping! It’s nasty!
Identity Attack0.44690517
Insult0.4810288
Profanity0.26607355
Threat0.029933142
Severe Toxicity0.02378681
Moderate 0.49139655 Moderate Con 0.334
Aug 26, 2025 Why Canadians Are Turning Against …
I don’t hate anyone but damn as a Canadian it hurts to see these people take advantage of our life style and not want to adopt our culture. It really makes me mad
I don’t hate anyone but damn as a Canadian it hurts to see these people take advantage of our life style and not want to adopt our culture. It really makes me mad
Identity Attack0.36702603
Insult0.36798462
Profanity0.47435758
Threat0.012906751
Severe Toxicity0.023317307
Moderate 0.4850187 Moderate Con 0.499
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Man! What FAAKD up English are these guys speaking? All I can see are Turban guys roaming everywhere. Deport these cheapsters before things start going down the drain for Canada as a whole.
Man! What FAAKD up English are these guys speaking? All I can see are Turban guys roaming everywhere. Deport these cheapsters before things start going down the drain for Canada as a whole.
Identity Attack0.30103904
Insult0.46923602
Profanity0.41503602
Threat0.056240413
Severe Toxicity0.028730227
Moderate 0.4826145 Low Con 0.219 Fear_Threat
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canadians have to realize that we will need much stronger Government which will say NO to all of these new migrants (not immigrants) who are taking jobs, culture, raising their idols, praying in the street …
Canadians have to realize that we will need much stronger Government which will say NO to all of these new migrants (not immigrants) who are taking jobs, culture, raising their idols, praying in the street and making havoc to other people. They are acting like that are entitled to do that just because they are allowed to ! I am immigrant too and I didn't came here to watch all these people how change and make it dirty more and more every day. They just bringing same shit where they are running from ? You see how stupid that is ? We have to change Government as fast as possible otherwise Canada is done ! People wake up don't be scared to say NO ! I would love to see how this beautiful country goes down the drain. Cheers ❤❤❤
Identity Attack0.39677486
Insult0.46625584
Profanity0.45706853
Threat0.014566151
Severe Toxicity0.024725812
Moderate 0.4826145 Constructive 0.616 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Deport all of them, the Natives had a treaty with Whites from European and England not Indians, Jews or Muslims. God in our anthem not Allah or Vishnu. Canada in not your home and you …
Deport all of them, the Natives had a treaty with Whites from European and England not Indians, Jews or Muslims. God in our anthem not Allah or Vishnu. Canada in not your home and you are not welcome. Your ancestors did not die fighting off the Americans. One ran over my dog with transport, next day I see 1 on cam while driving tell me they crash by using social media while they drive, talking to me on social media. Ever since Timmies stopped hiring Whites, my order takes 15x longer to get.
Identity Attack0.5612457
Insult0.36798462
Profanity0.110447146
Threat0.13815513
Severe Toxicity0.04666401
Moderate 0.48141238 Constructive 0.519 Identity Attack Identity_Assertion
Jan 28, 2026 1 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.