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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "It was better before they …" 672 comments · Page 2 of 27
Free housing free monthly income free healthcare don’t have to work a minute. Why not come over better than the class racism in shit-hole India.
Free housing free monthly income free healthcare don’t have to work a minute. Why not come over better than the class racism in shit-hole India.
Identity Attack0.55803186
Insult0.5678696
Profanity0.6069483
Threat0.016120117
Severe Toxicity0.18538254
Moderate 0.6863638 Low Con 0.277 Identity Attack Insult Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
They took adcantage of are stupid government. Yes they could act better but most of blame is with the government for letting them in.
They took adcantage of are stupid government. Yes they could act better but most of blame is with the government for letting them in.
Identity Attack0.06385879
Insult0.71027446
Profanity0.3597395
Threat0.0086087575
Severe Toxicity0.023076924
Moderate 0.6863638 Low Con 0.269 Insult Policy_Critique
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
so happy that almost all the shit third worlder cultures only care about going to Canada and the US and ignore the rest of America. we better start strengthening our borders in Argentina while we …
so happy that almost all the shit third worlder cultures only care about going to Canada and the US and ignore the rest of America. we better start strengthening our borders in Argentina while we can.
Identity Attack0.5504064
Insult0.5130944
Profanity0.65961236
Threat0.02440793
Severe Toxicity0.1762085
Moderate 0.6852916 Moderate Con 0.306 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This video should be removed immediately as it promotes racism and discrimination towards other ethnic groups. For those of you who don’t know, Canada is a multicultural country. If you have an issue with the …
This video should be removed immediately as it promotes racism and discrimination towards other ethnic groups. For those of you who don’t know, Canada is a multicultural country. If you have an issue with the kinds of people living here, you’re more than welcome to get your white smelly ass out of here and go to your original countries most likely in Europe. This country was never yours, indigenous community were the ones who discovered it. So OUT with your racist druggie white asses. At least CURRY smells better than your weeds that stink like SKUNK!
Identity Attack0.6007182
Insult0.6308392
Profanity0.5150164
Threat0.13346854
Severe Toxicity0.35368225
Moderate 0.6852916 Moderate Con 0.343 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Call himself lower class trash but thinks he’s better than all Africans… wow
Call himself lower class trash but thinks he’s better than all Africans… wow
Identity Attack0.6649212
Insult0.6099415
Profanity0.35597226
Threat0.010447056
Severe Toxicity0.18538254
Moderate 0.6852916 Low Con 0.166 Identity Attack Insult Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Its so clear yet people don't see it or want confrontation well we better stop this shit time get back our homes
Its so clear yet people don't see it or want confrontation well we better stop this shit time get back our homes
Identity Attack0.0440973
Insult0.38406035
Profanity0.6983885
Threat0.017846745
Severe Toxicity0.07542343
Moderate 0.68408644 Low Con 0.239 Call_To_Action
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
still better than america in 2025/2026 😂 we are so royally fucked down here.
still better than america in 2025/2026 😂 we are so royally fucked down here.
Identity Attack0.18468912
Insult0.35677677
Profanity0.7246992
Threat0.011094344
Severe Toxicity0.16960317
Moderate 0.6827122 Low Con 0.236 Comparative_Framing
Jan 14, 2026 Canada’s new rules in 2026
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother …
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother Country Seeks Menace to Canada. Otherwise MODI wouldn't treat Canada like Shit. They laugh at us. Cut them off. Show Modi were not your dumping ground. HOW WILL CHINA, RUSSIA Like it when India in their "Partnership" should ASK For their Indians to go in DROVES to Russia, China.................... HAH!!!!!!!!!!!!!!! NO WAY. Canada SHUT IT DOWN. INDIANS dont Respect US. Their home Country conspires and SHOOTS canadian CITIZENS and Then SNUBS US. MAKE YOUR OWN COUNTRY. DO BETTER SCAMMERS!!!!!!!!!!
Identity Attack0.55044734
Insult0.5935568
Profanity0.4662011
Threat0.34804323
Severe Toxicity0.35515398
Moderate 0.6744087 Low Con 0.279 Identity Attack Insult Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada better get their shit together before they become the next Greenland.
Canada better get their shit together before they become the next Greenland.
Identity Attack0.30256465
Insult0.46327567
Profanity0.66456485
Threat0.013010317
Severe Toxicity0.06488878
Moderate 0.6588125 Low Con 0.108 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
That naked balding grossly ignorant Polish🇵🇱 racist 7:50 minutes into the video, came as a refugee in the 80s, when the🇨🇦 welfare system was much better at helping poor people... The Indian🇮🇳 immigrants paid their …
That naked balding grossly ignorant Polish🇵🇱 racist 7:50 minutes into the video, came as a refugee in the 80s, when the🇨🇦 welfare system was much better at helping poor people... The Indian🇮🇳 immigrants paid their own way, and got ripped off paying extra high tuitions to receive substandard Canadian🇨🇦 educations. Now they are being forced to take substandard slave jobs, to pay for their student loans, thanks to Canadian🇨🇦 ripoff artists....🙁
Identity Attack0.55011386
Insult0.6370372
Profanity0.21673056
Threat0.011741633
Severe Toxicity0.16960317
Moderate 0.6588125 Moderate Con 0.426 Identity Attack Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This proves that a ‘tarded monkey can do math better than Trudeau
This proves that a ‘tarded monkey can do math better than Trudeau
Identity Attack0.13805299
Insult0.6991143
Profanity0.28249276
Threat0.008764107
Severe Toxicity0.03680043
Moderate 0.6544696 Low Con 0.137 Insult Policy_Critique
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
5:59 she 😂thinks she is better than rest of us no solid point she said international students are robbing us you don’t pay us enough you desi owners are real criminals you are once those …
5:59 she 😂thinks she is better than rest of us no solid point she said international students are robbing us you don’t pay us enough you desi owners are real criminals you are once those who have actually abused the system of Lmia you are the once who do all illshit you need to do better thinking you came before and you are better is just 🐂💩
Identity Attack0.20483385
Insult0.5129801
Profanity0.473824
Threat0.049128212
Severe Toxicity0.25053838
Moderate 0.64447093 Low Con 0.281 Insult Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians can't help it if you €₹@€ke₹$ are too lazy to work and keep their country functional. The reason business owners prefer hiring Indians we are simply better at doing the job, and don't act …
Indians can't help it if you €₹@€ke₹$ are too lazy to work and keep their country functional. The reason business owners prefer hiring Indians we are simply better at doing the job, and don't act entitled. You want Canadians to keep jobs in Canada, simply work harder stop crying like a little bitch about everything and be a good employee. Or get of your arse and start a business. You are not unemployed because you are being discriminated against, you are simply being outcompeted by people willing to work harder. The harsh truth of life.
Identity Attack0.46028158
Insult0.62169385
Profanity0.5188411
Threat0.021472665
Severe Toxicity0.20984669
Moderate 0.6426206 Moderate Con 0.339 Insult Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
GOVERNMENT SCREWED UP, CANADA IS GOING TO BE IN HUGE TROUBLE NOW AND IN THE FUTURE. CANADA IS NOW THE NEW INDIA. CANT SPEAK ENGLISH, CANT FOLLOW THE RULES, THEY WANT TO CHANGE CANADA. POPULATION …
GOVERNMENT SCREWED UP, CANADA IS GOING TO BE IN HUGE TROUBLE NOW AND IN THE FUTURE. CANADA IS NOW THE NEW INDIA. CANT SPEAK ENGLISH, CANT FOLLOW THE RULES, THEY WANT TO CHANGE CANADA. POPULATION WILL EXPLODE JUST LIKE INDIA. ITS A NUMBERS GAME....WATCH AND SEE, GARBAGE EVERYWHERE, CANADA WILL TURN INTO A THIRD WORLD COUNTRY LIKE INDIA. SO DO YOU WANT TO BE A CANADIAN OR INDIA???? CANADA IS MUCH BETTER THATS WHY THEY CAME HERE SO DON'T FORGET WHY YOU LEFT YOUR COUNTRY!!!!!!!!!
Identity Attack0.55011386
Insult0.5739874
Profanity0.26802593
Threat0.025271246
Severe Toxicity0.16960317
Moderate 0.63782936 Low Con 0.267 Identity Attack Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Better to have sikhs and hindus than to have people from the so call pissfull community who want to convert you or kll u..
Better to have sikhs and hindus than to have people from the so call pissfull community who want to convert you or kll u..
Identity Attack0.55044734
Insult0.48627716
Profanity0.3938786
Threat0.52547425
Severe Toxicity0.23226175
Moderate 0.6308517 Low Con 0.285 Identity Attack Threat Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I just love white anglosphere victimhood, they live in a place better than 95% of human species and then look around and says "wow, this actually sucks"
I just love white anglosphere victimhood, they live in a place better than 95% of human species and then look around and says "wow, this actually sucks"
Identity Attack0.5689151
Insult0.46774593
Profanity0.57488567
Threat0.091630474
Severe Toxicity0.20678867
Moderate 0.6289369 Moderate Con 0.338 Identity Attack Moral_Argument
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
If you come to this country and dont embrace our culture and our way of life because you believe your way of life in your country is better, that’s fine then stay in your county! …
If you come to this country and dont embrace our culture and our way of life because you believe your way of life in your country is better, that’s fine then stay in your county! But if you left your war torn third world 💩 hole country for a better life than embrace that better life and stop shitting on my beaches! Stop robbing the lcbo and stop fishing our rivers and lakes out of season stop treating my beautiful country like the dirt hole you fled to get away from!
Identity Attack0.46028158
Insult0.5678696
Profanity0.46460027
Threat0.023544617
Severe Toxicity0.20678867
Moderate 0.62702215 Moderate Con 0.399 Insult
Sep 16, 2025 Why Canadians Are Turning Against …
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better …
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better not go. I would gladly trade away the recent immigrants from Central America who at least 50% of are violent criminals for immigrants from India. Hell, I would love to trade most Americans under 30yrs old for immigrants from India.
Identity Attack0.56445944
Insult0.48569724
Profanity0.5249258
Threat0.06690872
Severe Toxicity0.17926651
Moderate 0.62136006 Constructive 0.592 Identity Attack Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I know these people just want better lives but how would they feel if they woke up to millions of white people in India one day. All of our BS in our culture. They would …
I know these people just want better lives but how would they feel if they woke up to millions of white people in India one day. All of our BS in our culture. They would not be so friendly. The Libs have destroyed Canada. They control every form of media and all the morons here eat it right up. Hopefully Trump takes them all out.
Identity Attack0.49584505
Insult0.6407567
Profanity0.36302176
Threat0.048158366
Severe Toxicity0.02514347
Moderate 0.61223894 Moderate Con 0.418 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
We bring in to many Muslims coming into to our culture which they do not want to assimilate. They are praying in front of catholic churches showing the disrespect they have for us. If we …
We bring in to many Muslims coming into to our culture which they do not want to assimilate. They are praying in front of catholic churches showing the disrespect they have for us. If we dont paty attention they will take over as per their Koran to kill the infidels. We need to wake up and soon. English is the main language in most of the country and french in Quebec. Why did people vote for this stupid liberal government, people of canada do better. Listen to the Muslim man he is saying the quite part out loud and we better listen.
Identity Attack0.6007182
Insult0.6099415
Profanity0.2666764
Threat0.2836219
Severe Toxicity0.16760159
Moderate 0.61223894 Moderate Con 0.482 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
I migrated to canada expecting to have a better environment but left due to the stanky indians
I migrated to canada expecting to have a better environment but left due to the stanky indians
Identity Attack0.6227552
Insult0.5678696
Profanity0.26583168
Threat0.009644418
Severe Toxicity0.06011435
Moderate 0.60311776 Moderate Con 0.386 Identity Attack Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada has changed, and it sure isn't for the fucking better!
Canada has changed, and it sure isn't for the fucking better!
Identity Attack0.10221587
Insult0.3470427
Profanity0.70864636
Threat0.008841781
Severe Toxicity0.040387187
Moderate 0.60311776 Low Con 0.274 Policy_Critique
Oct 1, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
DISGUSTING Liberals and their treasonous policies strike again! There is NOTHING that has destroyed this country (not unified it) more than EVERY SINGLE LIBERAL POLICY! There's never been a SINGLE Liberal policy to date that …
DISGUSTING Liberals and their treasonous policies strike again! There is NOTHING that has destroyed this country (not unified it) more than EVERY SINGLE LIBERAL POLICY! There's never been a SINGLE Liberal policy to date that has ACTUALLY made Canada better in any way/shape/form! They all need to be charged for treason, tried for treason, and sentenced for treason. They have killed hundreds of thousands of Canadians with their policies, and it's nothing short of a modern-day genocide: gun deaths, crime deaths, narcotic overdose deaths, vaccine mandates, fentanyl deaths, homelessness death by cold/weather, massive fires from church burnings, and mental health & suicide rates are ALL through the ROOF under the liberals! So, these Liberals can all go to hell where they came from. They are a death cult.
Identity Attack0.36702603
Insult0.6261769
Profanity0.13961408
Threat0.2566701
Severe Toxicity0.056527592
Moderate 0.6027529 Moderate Con 0.368 Insult
Oct 6, 2025 IRCC Names India in Study …
India is better than lazy islamic jihadis trying to take over the world
India is better than lazy islamic jihadis trying to take over the world
Identity Attack0.6007182
Insult0.5208188
Profanity0.3051381
Threat0.063999176
Severe Toxicity0.18844056
Moderate 0.60254884 Low Con 0.159 Identity Attack Insult Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
lol the Bike guy was the man it’s just us poor white trash left. So good haha He ain’t wrong though. They are the better of the immigrants i suppose.
lol the Bike guy was the man it’s just us poor white trash left. So good haha He ain’t wrong though. They are the better of the immigrants i suppose.
Identity Attack0.6106996
Insult0.5588244
Profanity0.31043148
Threat0.010602405
Severe Toxicity0.16960317
Moderate 0.60152835 Moderate Con 0.376 Identity Attack Insult Humor_Satire
Jan 29, 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.