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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: "That's not all, the little …" 235 comments · Page 2 of 10
Washington state has been invaded by India too. We call it "little india" now and its absolutely disgusting
Washington state has been invaded by India too. We call it "little india" now and its absolutely disgusting
Identity Attack0.57150364
Insult0.5130944
Profanity0.22673377
Threat0.014048163
Severe Toxicity0.024960563
Moderate 0.56269526 Moderate Con 0.324 Identity Attack Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Auckland, New Zealand. My home town. Totally attacked by the Indians. Some of the previously precious suburbans of Auckland are now called Little India. Rubbish everywhere, beyond reality. Aucklanders are moving away, losing money on …
Auckland, New Zealand. My home town. Totally attacked by the Indians. Some of the previously precious suburbans of Auckland are now called Little India. Rubbish everywhere, beyond reality. Aucklanders are moving away, losing money on their mortgages. It's shocking! Stop immigration !!!!
Identity Attack0.5680164
Insult0.5072643
Profanity0.15459715
Threat0.016465442
Severe Toxicity0.024772761
Moderate 0.55739564 Constructive 0.659 Identity Attack Insult Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Finally I am so pumped someone actually im from Nova Scotia and it’s gotten a little out of control but everyone is so scared of saying anything! Thank you buddy for being the one with …
Finally I am so pumped someone actually im from Nova Scotia and it’s gotten a little out of control but everyone is so scared of saying anything! Thank you buddy for being the one with big enough balls to say something
Identity Attack0.06613251
Insult0.29855028
Profanity0.46460027
Threat0.018710058
Severe Toxicity0.02458496
Moderate 0.5566829 Constructive 0.614
Jan 27, 2026 Inside Canada's Indian Invasion...
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is …
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is what our politicians and dumb liberal green-hugging lefties have imported into our once great country. The population of London is now less than 40% white, and reducing at an alarming rate. White flight is increasing fast. Outside of the cities is generally your beautiful, clean, safe and picturesque villages, towns and countryside - basically the real England/Britain, with the real people. Most cities are an absolute dump, increasingly being plagued by crime, and foreigners doing anything & everything other than working or contributing in any positive way. It's so sad. On current trends, by 2063, indigenous whites will be in the minority - 37 years time, and truth is it will lilely be quicker than that. Our only hope is Farage and Reform, but I suspect it's too late to stop the juggernaut.
Identity Attack0.45610145
Insult0.5393265
Profanity0.48510036
Threat0.026479885
Severe Toxicity0.16960317
Moderate 0.5566829 Constructive 0.686 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
yet the dancing boys of Afghanistan are sodommized little boys and then go to a mosque to pray for forgiveness please 😂 😂
yet the dancing boys of Afghanistan are sodommized little boys and then go to a mosque to pray for forgiveness please 😂 😂
Identity Attack0.5135796
Insult0.40243408
Profanity0.33453682
Threat0.063999176
Severe Toxicity0.18232453
Moderate 0.5532103 Low Con 0.166 Identity Attack
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Mark Carney is systematically destroying our economy and bankrupting Canada. He is doing it for Enrichment of himself and his Globalist Billionaire Buddies. This evil little traitor must be imprisoned for fraud ASAP.
Mark Carney is systematically destroying our economy and bankrupting Canada. He is doing it for Enrichment of himself and his Globalist Billionaire Buddies. This evil little traitor must be imprisoned for fraud ASAP.
Identity Attack0.027413858
Insult0.6099415
Profanity0.07999486
Threat0.13633445
Severe Toxicity0.019611536
Moderate 0.53579444 Low Con 0.238 Insult
Sep 30, 2025 1 likes IRCC Names India in Study …
I'd honestly prefer Indians over Middle Easterners. Hindus and Sikhs aren't proselytizers and generally have a much more mellow religious vibe, unlike Muslims. Plus, Indian food is the shit, I dig curry and samosas. The …
I'd honestly prefer Indians over Middle Easterners. Hindus and Sikhs aren't proselytizers and generally have a much more mellow religious vibe, unlike Muslims. Plus, Indian food is the shit, I dig curry and samosas. The thing you really have to be careful of, as is the situation with any instance of mass migration, is to be aware if newcomers are taking advantage of Western social assistance programs, like the Somalis have done with the welfare system. They need to understand that to be welcomed as new Americans, they have to work. Indians have proven to be industrious through hotels and convenience shops. I'd prefer them to Middle Easterners or certain cultures of Africans. That all being said, they should also come to understand that, having moved to a modern country, there's very little point in having massive families with ten kids. No need to endlessly spawn more people to help with chores like water fetching when you have indoor plumbing. It's an unfortunate trend a lot of migrants have trouble getting over, the endless breeding that makes locals anxious that they'll become a minority in their own country in just a few generations.
Identity Attack0.5498214
Insult0.46173862
Profanity0.5381406
Threat0.02924249
Severe Toxicity0.16960317
Moderate 0.52811706 Constructive 0.805 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
"Wanting your country to not turn into India is not racist" Look at some of the suburbs of Dallas where Telugu people live. Look at Oak Tree Rd Edison, NJ and the Little India section …
"Wanting your country to not turn into India is not racist" Look at some of the suburbs of Dallas where Telugu people live. Look at Oak Tree Rd Edison, NJ and the Little India section of Jersey City. Gross and disgusting. All the worst of Indian behaviors exhibited here. Why should I want this for my town or suburb in the US?
Identity Attack0.55044734
Insult0.4962726
Profanity0.16217725
Threat0.013702838
Severe Toxicity0.02458496
Moderate 0.51980776 Constructive 0.651 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My favourite part was the probably 'queer' atheist white blob saying he is fearful of Muslims as if there is something to fear in Islam. He doesnt know he needs the light of Islam in …
My favourite part was the probably 'queer' atheist white blob saying he is fearful of Muslims as if there is something to fear in Islam. He doesnt know he needs the light of Islam in his dark dark life. If we see white people doing bad things we dont blame it on christianity. Its the same for others. Their bad actions are not endorsed by their religion. If you knew even just a little about what their religion teaches. Im not indian. Or a white queer atheist block of fat.
Identity Attack0.57150364
Insult0.47384647
Profanity0.33453682
Threat0.017156094
Severe Toxicity0.040387187
Moderate 0.51980776 Moderate Con 0.448 Identity Attack Moral_Argument
Feb 26, 2026 Inside Canada's Indian Invasion...
Lmao when do sikhs stab anyone? like buddy, im not even a fan of all the sikhs moving in here but cmon. Also greatest country in the world? imagine saying that in jan 2026. weird …
Lmao when do sikhs stab anyone? like buddy, im not even a fan of all the sikhs moving in here but cmon. Also greatest country in the world? imagine saying that in jan 2026. weird little dipsh
Identity Attack0.46028158
Insult0.40243408
Profanity0.31043148
Threat0.5195707
Severe Toxicity0.20067264
Moderate 0.51869136 Moderate Con 0.308 Threat Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Rebel reporter of Somalian background her parents were refugees and through the good graces of the progressive liberals got the start up goody package that most Canadians would never receive ... A Somalian refugee recipient …
Rebel reporter of Somalian background her parents were refugees and through the good graces of the progressive liberals got the start up goody package that most Canadians would never receive ... A Somalian refugee recipient talking about refugees little hypocritical 😂😂😂😂 okie dokie😂😂😂😂😂 you need to keep her on the indigenous bashing demonizing routine I like the Nipsey Russell Sideshow on t her indigenous bashing. Having her talk about refugees is asinine 😂😂😂
Identity Attack0.38185352
Insult0.54525656
Profanity0.11911256
Threat0.010990778
Severe Toxicity0.023076924
Moderate 0.5140397 Moderate Con 0.423 Insult
Nov 21, 2025 Thousands of refugees allowed into …
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...
Nahhh tyler u laughed a little too hard at some them statements and definitely said sum questionable shi…u got sum u wanna get off ya chest bub?🤣🤣🤣🤣🤣much luv tho
Nahhh tyler u laughed a little too hard at some them statements and definitely said sum questionable shi…u got sum u wanna get off ya chest bub?🤣🤣🤣🤣🤣much luv tho
Identity Attack0.04641757
Insult0.36798462
Profanity0.40878695
Threat0.1319513
Severe Toxicity0.1597006
Moderate 0.5024724 Moderate Con 0.371 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
14:41 wtf is that bro 😂😂😂 the little tuktuk on the highway 😂
14:41 wtf is that bro 😂😂😂 the little tuktuk on the highway 😂
Identity Attack0.019475231
Insult0.16875735
Profanity0.46460027
Threat0.021990653
Severe Toxicity0.041283876
Moderate 0.48021027 Moderate Con 0.316 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I use to live in a beautiful little neighborhood. Then the Somolians moved here . I swear they let the worst criminals immigrate here . They are thieves they fight and then run and hide …
I use to live in a beautiful little neighborhood. Then the Somolians moved here . I swear they let the worst criminals immigrate here . They are thieves they fight and then run and hide from the police in the Mosque. The Immam refused to let the police in to arrest them . Then we were hit by a load of Roma Gypsy's. They are absolute animals . No home was safe from they're breaking in . They break into cars , trucks and steal whatever isn't nailed down . Now tell me why I should be nice to these people and not be racist ?????😮😮😮😮😮😮😮
Identity Attack0.55011386
Insult0.47384647
Profanity0.30161268
Threat0.16383497
Severe Toxicity0.16960317
Moderate 0.48021027 Constructive 0.521 Identity Attack Unverified_Claim
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
That Polac was walking half naked I hope or in his Euro-speedo and yet he has an issue with people walking around naked in their own home hahaha. Dirty, those big house maybe be dirty …
That Polac was walking half naked I hope or in his Euro-speedo and yet he has an issue with people walking around naked in their own home hahaha. Dirty, those big house maybe be dirty inside but I don't see no garbage on their compounds ....what a jealous little eastern European.
Identity Attack0.44690517
Insult0.48484445
Profanity0.22693542
Threat0.011379151
Severe Toxicity0.023106033
Moderate 0.47886392 Low Con 0.287 Identity_Assertion
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Leaving their country to turn a western country into little India, bringing their dirty habits with them. Destroy their own country then destroy others.
Leaving their country to turn a western country into little India, bringing their dirty habits with them. Destroy their own country then destroy others.
Identity Attack0.49032792
Insult0.40243408
Profanity0.1631077
Threat0.34804323
Severe Toxicity0.02453801
Moderate 0.47886392 Low Con 0.156
Jan 27, 2026 Inside Canada's Indian Invasion...
Literally imported voters. And to compliment carney for reducing the numbers is stupid because theyre still high, and now that theyve brought so many in, bringing in a little less is all performative. And based …
Literally imported voters. And to compliment carney for reducing the numbers is stupid because theyre still high, and now that theyve brought so many in, bringing in a little less is all performative. And based on your view on it, clearly it works. They still have way too many people coming in, who we pay for, who vote for them.
Identity Attack0.026609946
Insult0.5332045
Profanity0.21348765
Threat0.008712323
Severe Toxicity0.011367798
Moderate 0.47886392 Moderate Con 0.497 Insult Policy_Critique
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
They take take and take and only look out for themselves. They are not here to assimilate they are here to take over.... All of Canindia is turning into a garbage heap just like they …
They take take and take and only look out for themselves. They are not here to assimilate they are here to take over.... All of Canindia is turning into a garbage heap just like they came from...It's too little to late now, people are waking up way too late.
Identity Attack0.4054415
Insult0.5130944
Profanity0.13608865
Threat0.009592636
Severe Toxicity0.023076924
Moderate 0.47473195 Moderate Con 0.361 Insult
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh …
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh no no Indians can't be in the government even though they have been living in the Brampton and GTA area for generations they are overlooked as real citizens but now that things have changed social media pages and channels like this have been for the past 3-4 years spreading propaganda about Indians ruining Canada or some stupid shit like that. This video is just highlighting how easy it is to make this divisive content. This is in similar lines to those Instagram reel pages that post every little mistake Indian people do and get recorded and shamed for it online. Other races do the same shit but those pages only post about Indians. Target a specific group, even though all races have people like that. Racism needs a target race, it's like a hate group that's now festering online. I don't see these racists outside, but I know they are there silently judging me sitting in a public place. As for the amount of Immigrants, complain to your government. Actually try to make a change instead of being racist and divisive. This is not a solution, in fact it's the opposite of an actual solution that would work. All I see is Indian people especially in Brampton are hard workers that work 10+ hour shifts for minimum pay living paycheck to paycheck, and they are getting exploited by the companies that are Canadian but no one wants to talk about that, let's just complain about an ethnic group instead. Damn schizos.
Identity Attack0.48915586
Insult0.47787863
Profanity0.4001375
Threat0.06658544
Severe Toxicity0.16960317
Moderate 0.47173777 Constructive 0.706
Oct 4, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
The white guy on the bike needs mental health treatment immediately and his high school diploma should be revoked requiring him to retake world history. He’s a little confused about good white people.😂
The white guy on the bike needs mental health treatment immediately and his high school diploma should be revoked requiring him to retake world history. He’s a little confused about good white people.😂
Identity Attack0.5135796
Insult0.40243408
Profanity0.13256322
Threat0.040638234
Severe Toxicity0.023076924
Moderate 0.46982017 Low Con 0.294 Identity Attack Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Those are Indians not the Mexicans they smuggle a little bit differently the Indians are much safer Mexicans are very intelligent so they're going to yell at you
Those are Indians not the Mexicans they smuggle a little bit differently the Indians are much safer Mexicans are very intelligent so they're going to yell at you
Identity Attack0.5135796
Insult0.34314156
Profanity0.22572558
Threat0.0347677
Severe Toxicity0.023927659
Moderate 0.4575469 Moderate Con 0.375 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
You ever see a shark swimming around and he's got a little buddy swimming or suctioned on him? Tyler you are the small bottom feeder ON the bottom feeder, Picking the lowest hanging fruit, following …
You ever see a shark swimming around and he's got a little buddy swimming or suctioned on him? Tyler you are the small bottom feeder ON the bottom feeder, Picking the lowest hanging fruit, following whatever works, however low class it is....You are half a Sociopath, I see you have humanity left.....It's slowly leaving. This content is a net negative for humanity.
Identity Attack0.024198212
Insult0.5130944
Profanity0.09486605
Threat0.010214032
Severe Toxicity0.019095084
Moderate 0.4574824 Moderate Con 0.321 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The people who elected the liberal fucked Canada. Way too late now. Got to live with it or move on. Canada is not what it used to be n can be. Now the city I …
The people who elected the liberal fucked Canada. Way too late now. Got to live with it or move on. Canada is not what it used to be n can be. Now the city I live in has tons of tents n homelessness. Crime, expensive houses, rent n groceries. It makes the rich richer like the corporate companies that can employ cheap labour with little or no benefits. Don’t come to Canada unless you are highly skilled. For ordinary Joe, you have to work 2-3 jobs to afford living here.
Identity Attack0.25817248
Insult0.36798462
Profanity0.44133487
Threat0.011819307
Severe Toxicity0.023317307
Moderate 0.45549932 Constructive 0.535
Jun 28, 2025 1 likes How Canada broke its immigration …
You guys need muslim invasion... 😂.. little Syria, Iraq and Bangladesh
You guys need muslim invasion... 😂.. little Syria, Iraq and Bangladesh
Identity Attack0.5203519
Insult0.41530323
Profanity0.2395431
Threat0.34804323
Severe Toxicity0.35368225
Moderate 0.45243698 Low Con 0.129 Identity Attack Fear_Threat
Jan 28, 2026 2 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.