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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: "This is also why we …" 839 comments · Page 1 of 34
I live in Brampton born and raised and I also live in Florida BRAMPTON HAS GONE TO ABSOLUTE SHIT it’s all the fucking Indians THEY ARE NASTY RACIST PEOPLE AND THEY COMMIT SO MUCH FRAUD
I live in Brampton born and raised and I also live in Florida BRAMPTON HAS GONE TO ABSOLUTE SHIT it’s all the fucking Indians THEY ARE NASTY RACIST PEOPLE AND THEY COMMIT SO MUCH FRAUD
Identity Attack0.7895903
Insult0.7827088
Profanity0.8086746
Threat0.13815513
Severe Toxicity0.61260825
Toxic 0.93383175 Moderate Con 0.441 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Disgusting.. muslims, islamic people, indians... it's funny how all these shit countries also happen to have the worst people & when they migrate to better countries, instead of assimilating and improving.. they bring the same …
Disgusting.. muslims, islamic people, indians... it's funny how all these shit countries also happen to have the worst people & when they migrate to better countries, instead of assimilating and improving.. they bring the same shit that makes their own countries crap.
Identity Attack0.79850346
Insult0.7492263
Profanity0.80158395
Threat0.038911607
Severe Toxicity0.47886345
Toxic 0.9209984 Low Con 0.217 Identity Attack Insult Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Also why the f do you keep changing your accent when you talk to someone of another ethnicity, what kind of racist ass shit is that lol.
Also why the f do you keep changing your accent when you talk to someone of another ethnicity, what kind of racist ass shit is that lol.
Identity Attack0.49584505
Insult0.6675394
Profanity0.83974665
Threat0.034422375
Severe Toxicity0.45895407
Toxic 0.91625386 Moderate Con 0.304 Insult Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
India is at fault also Dumping shit all over the world!!!!
India is at fault also Dumping shit all over the world!!!!
Identity Attack0.6007182
Insult0.56997263
Profanity0.70864636
Threat0.04363242
Severe Toxicity0.44787344
Toxic 0.85850734 Low Con 0.132 Identity Attack Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
what kind of shit is that gu spouting? Nobody here eats poop... WTH!! That shit got me raging... Also those people are generally not the upper class, they are middle class or lower. Upper class …
what kind of shit is that gu spouting? Nobody here eats poop... WTH!! That shit got me raging... Also those people are generally not the upper class, they are middle class or lower. Upper class has good enough life here they would never leave their own country with the cheap luxuries that we can afford here.
Identity Attack0.27662867
Insult0.5678696
Profanity0.8186401
Threat0.016810767
Severe Toxicity0.35368225
Toxic 0.8540474 Moderate Con 0.482 Insult Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is now also fucked up. Too many Indians.
Canada is now also fucked up. Too many Indians.
Identity Attack0.6649212
Insult0.5678696
Profanity0.7673477
Threat0.013579931
Severe Toxicity0.35368225
Toxic 0.8403191 Low Con 0.194 Identity Attack Insult
Nov 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Not all indians eat their shit. Also you went to a very specific part of indian that does shit stuff, it doesnt mean they are gonna bring it to our country.
Not all indians eat their shit. Also you went to a very specific part of indian that does shit stuff, it doesnt mean they are gonna bring it to our country.
Identity Attack0.55044734
Insult0.5101222
Profanity0.8449782
Threat0.012803185
Severe Toxicity0.2847981
Toxic 0.8364697 Low Con 0.241 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
So many idoits are buying the narrative "ohh low birth rate" how can you belive that when say 5yrs ago the "experts" were saying we are to populated. Like turn your fucking brain on! The …
So many idoits are buying the narrative "ohh low birth rate" how can you belive that when say 5yrs ago the "experts" were saying we are to populated. Like turn your fucking brain on! The world was at a balance! But the jewish WEF elites are pushing the kalergi plan agenda also known as the great replacement. Remember Trudeau talking about a reset? What do you think that meant? Remember him going to India for "deals"? Come on people! Wake the fuck up! Our governments sold us out to the WEF agenda and we have to fight or we lose everything
Identity Attack0.46028158
Insult0.755201
Profanity0.70864636
Threat0.060766358
Severe Toxicity0.3735507
Toxic 0.8299589 Moderate Con 0.363 Insult Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
Found one racist white guy who said he also prefers Indians. Tyler has reached new levels of moron.
Found one racist white guy who said he also prefers Indians. Tyler has reached new levels of moron.
Identity Attack0.6007182
Insult0.7827088
Profanity0.41375932
Threat0.010110466
Severe Toxicity0.16960317
Toxic 0.8252207 Low Con 0.166 Identity Attack Insult Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I love having these people here. This seems like just nothing more than a hate video. Pretty disgusting. What the hell is a "native Canadian"? lol also what the hell does "assimilate to Canadian culture" …
I love having these people here. This seems like just nothing more than a hate video. Pretty disgusting. What the hell is a "native Canadian"? lol also what the hell does "assimilate to Canadian culture" mean? Canada is made up of a ton of different cultures. Stupid video and stupid commentors.
Identity Attack0.37152436
Insult0.7804726
Profanity0.48510036
Threat0.009981008
Severe Toxicity0.16960317
Toxic 0.8252207 Moderate Con 0.493 Insult Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Arent you a Mexican fraud with the Oliviera surname? You are also an illegal immigrant. Go back to your hellhole Mexico.
Arent you a Mexican fraud with the Oliviera surname? You are also an illegal immigrant. Go back to your hellhole Mexico.
Identity Attack0.7115778
Insult0.7065844
Profanity0.45028755
Threat0.06939816
Severe Toxicity0.35368225
Toxic 0.82048255 Low Con 0.1 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Also they have been here for more than 3 years but their accent is still shiit 😂😂😂
Also they have been here for more than 3 years but their accent is still shiit 😂😂😂
Identity Attack0.11860296
Insult0.5101222
Profanity0.6643082
Threat0.012026439
Severe Toxicity0.23226003
Toxic 0.7856813 Low Con 0.253 Insult Humor_Satire
Feb 16, 2026 4 likes Inside Canada's Indian Invasion...
Im also a carpenter that used to build appartments for them and everytine time one of them move out we had to basically renovated there appartments there was alway one wall covered in there snot …
Im also a carpenter that used to build appartments for them and everytine time one of them move out we had to basically renovated there appartments there was alway one wall covered in there snot that had to be removed fucking disgusting the worst people
Identity Attack0.11860296
Insult0.57566804
Profanity0.71218073
Threat0.061089642
Severe Toxicity0.34942797
Toxic 0.7856813 Moderate Con 0.47 Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Stop shitting on beach also
Stop shitting on beach also
Identity Attack0.021585498
Insult0.42881694
Profanity0.8089582
Threat0.009825659
Severe Toxicity0.16960317
Toxic 0.7701451 Low Con 0.237
Aug 29, 2025 Why Canadians Are Turning Against …
Now as far as hygenic panjabis are generally cleaner then south India but these dogs are the online scammers and are also racist as fck
Now as far as hygenic panjabis are generally cleaner then south India but these dogs are the online scammers and are also racist as fck
Identity Attack0.4774257
Insult0.65129566
Profanity0.70864636
Threat0.049128212
Severe Toxicity0.4379392
Toxic 0.7701451 Low Con 0.284 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Here on the west coast its the same shit. These Indian guys in construction piss in water bottles and leave it in units, shit in bathtubs and none of them wear deodorant. Its fckin FOUL. …
Here on the west coast its the same shit. These Indian guys in construction piss in water bottles and leave it in units, shit in bathtubs and none of them wear deodorant. Its fckin FOUL. We also have serious crime here because of them. Extortion cases, gang shootings, polluting the community with drugs. Dumptruck drivers who operate trucks with serious mechanical problems risking ppl's lives. My friend works for Commercial Vehicle Safety Enforcement and says they are the biggest offenders on the road by far!! Majority of them are really nice people but when the government allows tens of thousands to flood the place the numbers of scumbags go up.
Identity Attack0.56445944
Insult0.6120431
Profanity0.70864636
Threat0.13815513
Severe Toxicity0.44787344
Toxic 0.7675452 Constructive 0.636 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to Canada and then vanish, awesome job Literals! Also great job on mass immigration of Muslims taking everything we worked for. Nice to see this shit government giving 3rd world countries everything for FREE, …
Come to Canada and then vanish, awesome job Literals! Also great job on mass immigration of Muslims taking everything we worked for. Nice to see this shit government giving 3rd world countries everything for FREE, then treating us REAL Canadians like 3rd world garbage, awesome!
Identity Attack0.65625757
Insult0.6500014
Profanity0.5711371
Threat0.13751452
Severe Toxicity0.35368225
Toxic 0.76197964 Low Con 0.229 Identity Attack Insult
Oct 1, 2025 IRCC Names India in Study …
man this video is so racist. You better get the fuk out Canada we don’t want you here with your replacement theories. Canada is a multicultural and diverse nation. Stay south of the border and …
man this video is so racist. You better get the fuk out Canada we don’t want you here with your replacement theories. Canada is a multicultural and diverse nation. Stay south of the border and don’t mess with our life here. remeber whites also came from abroad including you or your ancestors
Identity Attack0.55044734
Insult0.5678696
Profanity0.6001929
Threat0.05236103
Severe Toxicity0.35368225
Toxic 0.76197964 Moderate Con 0.437 Identity Attack Insult Moral_Argument
Jan 30, 2026 2 likes Inside Canada's Indian Invasion...
also pisses me off they arrested canadian soldiers in canada for trying to settle on our own land god damn trudeau
also pisses me off they arrested canadian soldiers in canada for trying to settle on our own land god damn trudeau
Identity Attack0.30103904
Insult0.5739874
Profanity0.6643082
Threat0.030278467
Severe Toxicity0.23223428
Toxic 0.7570315 Moderate Con 0.419 Insult
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Man you’re a pig 🐷! India has many many languages cultures and types of different ethinic groups . Yes they’re are very primitive cultures in india also and very modern people also in the millions …
Man you’re a pig 🐷! India has many many languages cultures and types of different ethinic groups . Yes they’re are very primitive cultures in india also and very modern people also in the millions some are very poor and some middle class some very rich but you cannot put them all in one basket just like the western countries you have incest inbred people , look at small towns they’re full of inbred people worshiping snakes in churches in some southern states some have sex with animals like dogs and some live with dolls 😂, satan worship and sacrificing for rituals etc….. you cannot judge a society like that . Indians in general are very successful immigrants if you look at the charts but yes there’s some bad apples in all communities . But just like west is not one society but a mixture of many cultures and languages and taboo cultures , india is same like that big country with many different ppl . 😂😂😂
Identity Attack0.5135796
Insult0.6677319
Profanity0.4840093
Threat0.16067244
Severe Toxicity0.45895407
Toxic 0.75208336 Moderate Con 0.487 Identity Attack Insult Moral_Argument
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
All are selfish people in the world! That's why any opportunity for the job first gets hard-working people. All white people are also immigrants in history. white people think 'indian don't pay any tax' fuck …
All are selfish people in the world! That's why any opportunity for the job first gets hard-working people. All white people are also immigrants in history. white people think 'indian don't pay any tax' fuck of, we pay more compared to you and get less services.
Identity Attack0.6320481
Insult0.6149945
Profanity0.64080805
Threat0.019055385
Severe Toxicity0.349583
Toxic 0.7510937 Moderate Con 0.454 Identity Attack Insult Economic_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
The liberal parasites are ruining Canada, who voted for them? Too many are stupid? Than this country will no longer remain part of the "west"..and will fall down to the third world religious idiots level …
The liberal parasites are ruining Canada, who voted for them? Too many are stupid? Than this country will no longer remain part of the "west"..and will fall down to the third world religious idiots level (India, Pakistan, etc.)..so most intellignet people will leave to the US or Europe? Europe is also being destroyed by the simiral liberal tribe..(Soros, Starmer, Merz, Zelensky etc.) so it leaves only Trump, who finally removes them from power?
Identity Attack0.46028158
Insult0.7657292
Profanity0.29209393
Threat0.02440793
Severe Toxicity0.11756202
Toxic 0.7510937 Low Con 0.221 Insult
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
So fucking based, especially the thumbnail haha. As an Indian myself, I don't like seeing too many Indians either. For example, just watch all the different "Indians litter" and "India sucks" videos and shorts out …
So fucking based, especially the thumbnail haha. As an Indian myself, I don't like seeing too many Indians either. For example, just watch all the different "Indians litter" and "India sucks" videos and shorts out there. Too many Indians bring their bad habits and couldn't care less about Western values and basic, humane principles. Also, my also Indian Mom recently told me about how she could never be left alone in India because there are a lot of "nasty people" over there. And I've heard those horror stories and seen various clips of that, it's insanity. Thank God I was born in the West.
Identity Attack0.57957685
Insult0.5130944
Profanity0.7107322
Threat0.046541955
Severe Toxicity0.35368225
Toxic 0.74954444 Constructive 0.766 Identity Attack Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Can we recommend maid for all liberals please and give it to them now and all these elbows up idiots also maid for them all.
Can we recommend maid for all liberals please and give it to them now and all these elbows up idiots also maid for them all.
Identity Attack0.26155844
Insult0.7657292
Profanity0.2963245
Threat0.13815513
Severe Toxicity0.024725812
Toxic 0.743089 Low Con 0.121 Insult Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning …
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning & replacing woke Judges, & Republicans in state/Fed. Govt.. with true Patriots. We've been so heavily undermined from China & Dems/Communists.. That they were 80-90% completed with seizing 🇺🇸 too. Along with the mass invasion (to fraudulently boost Census #'s/House seats/Electoral College votes/new voters).. They're also trying to break America's back financially. With massive welfare, abuse, fraud, corruption & debt. (HENCE why the Left loves/defends fraud). And 80% of (R's) in Congress are weak, soft, bought & cucked. They dont even fight back. They're ALLOWING the collapse & Commie takeover. We need to support based candidates AND run for local/state/federal office, apply at agencies, start nonprofits & political groups. And organize MASSIVE protests to get more action/accountability from Trump/DOJ/Congress etc. The Left is willing TO DIE for their twisted beliefs... We MUST be willing to risk EVEN HALF as much to save this nation. Even half of what our Forefathers did in 1776, CW, WW2. Its now or never boys. Deus Vult 🇺🇲🇺🇲🇺🇲
Identity Attack0.55044734
Insult0.69164425
Profanity0.50818664
Threat0.13245705
Severe Toxicity0.35166132
Toxic 0.73663366 Constructive 0.56 Identity Attack Insult Call_To_Action
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.