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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: "Its all the rich and …" 92 comments · Page 1 of 4
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...
What do homeless people have to do with Indians? Because we work hard not to be homeless while you waste your time so you are homeless? Blaming Indians it’s not gonna make you any more …
What do homeless people have to do with Indians? Because we work hard not to be homeless while you waste your time so you are homeless? Blaming Indians it’s not gonna make you any more rich get a fucking job
Identity Attack0.4887047
Insult0.49389273
Profanity0.67055607
Threat0.030969119
Severe Toxicity0.30763787
Toxic 0.74954444 Moderate Con 0.329
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
What is this framing? You're a fascist blaming problems on migrants when the real enemy is the rich and powerful. You're disgusting. I hope you never come back to my country.
What is this framing? You're a fascist blaming problems on migrants when the real enemy is the rich and powerful. You're disgusting. I hope you never come back to my country.
Identity Attack0.46028158
Insult0.71551245
Profanity0.2664882
Threat0.053330876
Severe Toxicity0.16960317
Toxic 0.743089 Moderate Con 0.392 Insult Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
stop importing problems. no housing, no doctors, cant afford food... i have an idea.... more people! dumbest sh1t I've ever seen and all so the rich get their cheap labor. disgusting politics.
stop importing problems. no housing, no doctors, cant afford food... i have an idea.... more people! dumbest sh1t I've ever seen and all so the rich get their cheap labor. disgusting politics.
Identity Attack0.10221587
Insult0.69164425
Profanity0.47771472
Threat0.010938995
Severe Toxicity0.11492836
Toxic 0.72028047 Moderate Con 0.329 Insult Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
Stop sending money to other countries your a scum bag .You and your rich wef buddies get outta here. And the whole corrupt liberal party . Your 33 buck increase is a joke to Canadians …
Stop sending money to other countries your a scum bag .You and your rich wef buddies get outta here. And the whole corrupt liberal party . Your 33 buck increase is a joke to Canadians . Start spending in Canada and tax paying money . Liberators please liberate us from liberal corrupt crooks . You work for Us not yourself .
Identity Attack0.24462871
Insult0.71120167
Profanity0.24818924
Threat0.01086132
Severe Toxicity0.02604016
Moderate 0.6827122 Low Con 0.198 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Greedy companies and the ultra rich just want endless free labour, no benefits, and attrocious working conditions. NONE of them tried raising wages. Disgusting, despicable garbage
Greedy companies and the ultra rich just want endless free labour, no benefits, and attrocious working conditions. NONE of them tried raising wages. Disgusting, despicable garbage
Identity Attack0.10221587
Insult0.69164425
Profanity0.22522148
Threat0.009204263
Severe Toxicity0.023076924
Moderate 0.681338 Low Con 0.234 Insult Economic_Argument
Feb 14, 2026 Canada's tighter immigration policy divides …
Close the borders the muslims are crazy we have way to much here Canada is now a joke freedom of speech for white people doesn't exist its a joke everytime we say anything we are …
Close the borders the muslims are crazy we have way to much here Canada is now a joke freedom of speech for white people doesn't exist its a joke everytime we say anything we are racist or they say white privelage in other countrys say africa example were its prominent ly black what do they call rich people black privileged white people call it rich privileged not white privileged so crazy
Identity Attack0.6487889
Insult0.6099415
Profanity0.20592089
Threat0.022681303
Severe Toxicity0.16960317
Moderate 0.6744087 Moderate Con 0.421 Identity Attack Insult
Sep 10, 2025 Why Canadians Are Turning Against …
5:27 “rape is in their culture” well maybe lets look at the catholic church or rich white people
5:27 “rape is in their culture” well maybe lets look at the catholic church or rich white people
Identity Attack0.55044734
Insult0.3388922
Profanity0.33954415
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.5716857 Low Con 0.163 Identity Attack Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Living in Venezuela and for us this is normal every one can have his place but no one does we live together only the rich do this crap in his fancy luxury clubs
Living in Venezuela and for us this is normal every one can have his place but no one does we live together only the rich do this crap in his fancy luxury clubs
Identity Attack0.2964622
Insult0.45758462
Profanity0.48510036
Threat0.009411395
Severe Toxicity0.023692908
Moderate 0.5532103 Moderate Con 0.409 Personal_Narrative
Jan 27, 2026 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...
Its about time but guess what; the rich don't care; its already over for the western world. If you think you can put so many different people together your delusional. The elites are insulated; the …
Its about time but guess what; the rich don't care; its already over for the western world. If you think you can put so many different people together your delusional. The elites are insulated; the people are screwed.
Identity Attack0.078392304
Insult0.49151286
Profanity0.4044591
Threat0.010214032
Severe Toxicity0.023076924
Moderate 0.48141238 Low Con 0.243 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I still don't see the problem. No one's persecuting locals or trying to impose Shariah law Islamism? Sans the assholes, generally they're productive, tax paying citizens, who do things differently. Regardless, they add billions of …
I still don't see the problem. No one's persecuting locals or trying to impose Shariah law Islamism? Sans the assholes, generally they're productive, tax paying citizens, who do things differently. Regardless, they add billions of dollars to the economy. If they were all "not working" like that bald guy said, the city wouldn't be as productive or be as rich or as sprawling. Is it too much immigration all at the same time, yeah but locals would have problem with non-white people even if there was litte immigration. Stop the immigration numbers and disgruntled whites would still have an issue with Brampton despite majority white cities the same size as Brampton not being as productive, rapidly facing demographic and economic decline. Majority of the accusations the white people made, were not even proven in the video. I mean ok I guess.
Identity Attack0.48915586
Insult0.48627716
Profanity0.40878695
Threat0.033386398
Severe Toxicity0.044870634
Moderate 0.48021027 Constructive 0.743 Moral_Argument
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The indian is paying more taxes than the native Canadians😂 the indians are more successful than the native canadians ao technically canada usa run by indians brains... So yeah all unemployed canadians hate Indians and …
The indian is paying more taxes than the native Canadians😂 the indians are more successful than the native canadians ao technically canada usa run by indians brains... So yeah all unemployed canadians hate Indians and racist just bcz indians are more rich then native canadians 😂😂😂...
Identity Attack0.55044734
Insult0.38406035
Profanity0.057443913
Threat0.009566744
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.235 Identity Attack Economic_Argument
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
No its lile the somali fraud. Policitcans use the Indians as pawns to laubder and funnel money. And they need the scam to get rich and the indians are happy to be the pawns they …
No its lile the somali fraud. Policitcans use the Indians as pawns to laubder and funnel money. And they need the scam to get rich and the indians are happy to be the pawns they get wealthy oarticipating
Identity Attack0.50515765
Insult0.47384647
Profanity0.26607355
Threat0.036149003
Severe Toxicity0.044870634
Moderate 0.47886392 Moderate Con 0.353 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudeau sold the country and now he is rich and off duty enjoying having screwed every real canadian
Trudeau sold the country and now he is rich and off duty enjoying having screwed every real canadian
Identity Attack0.27778897
Insult0.47384647
Profanity0.33258784
Threat0.033386398
Severe Toxicity0.023106033
Moderate 0.47886392 Low Con 0.273 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Which is better Canada or India? Indians: INDIA! Canadians: Then f'n go back! What pisses me off is these people came here as supposedly rich foreign students only to turn around and drain our food …
Which is better Canada or India? Indians: INDIA! Canadians: Then f'n go back! What pisses me off is these people came here as supposedly rich foreign students only to turn around and drain our food banks while they still had money and claim asylum as soon as their student visa runs out.
Identity Attack0.46028158
Insult0.40420914
Profanity0.3938786
Threat0.012854968
Severe Toxicity0.038593806
Moderate 0.47119883 Moderate Con 0.424 Humor_Satire
Jan 28, 2026 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 …
The Liberals are brilliant thieves. They’ve managed to pull off over a decade of self-funded corruption. They use taxpayer money to buy media, influence institutions, and protect themselves from accountability. Canadians are literally paying for …
The Liberals are brilliant thieves. They’ve managed to pull off over a decade of self-funded corruption. They use taxpayer money to buy media, influence institutions, and protect themselves from accountability. Canadians are literally paying for their own political manipulation. Liberals = the most corrupt government in Canadian history (33 listed below and counting): Green Slush Fund (SDTC) – $1B+ in questionable clean-tech grants SNC-Lavalin Affair – Political interference in criminal prosecution ArriveCAN App – ~$60M for a basic travel app WE Charity Scandal – ~$912M contract to connected insiders Phoenix Pay System – $3.5B+ and still failing McKinsey Consulting Contracts – $500M+ outsourced policy work Foreign Interference Scandal – Intelligence warnings ignored Organized Crime & B.C. Money Laundering – Triad-linked casino and real estate laundering Fentanyl & Opioid Crisis – Border failures and weak enforcement Aga Khan Vacation Ethics Breach – Illegal luxury trip Randy Boissonnault Scandal – Business ties and lobbying questions Investing in Canada Plan – ~$92B in poorly tracked infrastructure spending PMO / Telford Staff Scandals – Obstruction and document withholding Bill Morneau Controversies – WE ties, pension conflicts Paul Chiang Controversy – Foreign interference allegations Unlawful Emergencies Act Use (Trucker Convoy) – Bank accounts frozen, later ruled illegal Firearms Buyback Fiasco – Projected $2B–$6B and counting Mark Carney / Brookfield Conflicts – Offshore tax structures, revolving-door politics Chrystia Freeland Ukraine Funding Controversy – Oversight concerns Baylis Medical Ventilator Contract – ~$237M contract awarded to a firm owned by a former Liberal MP for COVID-19 equipment. Mary Ng Ethics Breach – Multiple government contracts directed to a close personal friend and media personality. Dominic LeBlanc Ethics Breach – Awarding a lucrative Arctic surf clam license to a company linked to his wife’s family. NSICOP "Traitor" MP Allegations – National intelligence reports of sitting MPs "wittingly" collaborating with foreign hostile states. Admiral Mark Norman Prosecution – A failed $50M legal battle involving alleged political interference in a naval procurement contract. Han Dong Controversy – Resignation from caucus following allegations of CCP involvement in his nomination and conduct. Governor General Expense Scandals – ~$1.3M in luxury travel, high-end catering, and secretive villa renovations under Payette and Simon. PBO Carbon Tax Gag Order – Government blocking the Budget Officer from releasing internal data showing the tax’s true economic hit. GC Strategies $250M Windfall – Total federal contracts awarded to the two-person ArriveCAN firm since 2015 across multiple departments. Public Health Agency (PHAC) Missing Data – Intentional destruction of emails and documents related to the Winnipeg Lab security breach. Sustainable Development Technology Canada (SDTC) RCMP Probe – Formal criminal investigation into 186 cases of alleged conflicts and $390M in funding. "The Other Randy" Business Scandal – Investigation into text messages suggesting a Cabinet Minister remained active in private business. COVID-19 Quarantine Hotel Fiasco – Billions spent on mandatory hotel stays marked by reports of safety failures and lack of oversight. Parliamentary Witness Coaching Scandal – $263,000 in taxpayer funds spent to "coach" government employees and witnesses on how to spin answers at committee. Etc Etc The Liberal performance review: rushed programs, no transparency, friends get paid, costs explode, and no one is held accountable. Over a decade, this government has burned through $100B+ in waste, failed programs, insider contracts, and ethics breaches—with zero consequences—all on the backs of taxpayers while they get rich.
Identity Attack0.37879246
Insult0.4747285
Profanity0.21024476
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.45396814 Moderate Con 0.497 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent stipulating that they outright prefer or are seeking Indian. I’m not white but I’m tempted to post an ad for place to rent and say it’s for for white tenants just to behold what happens. I mean we have never witnessed such conduct in Canada until these #&? ckers popped up. Even the prior immigrants are stunned. I’ve been working since 78 and now a senior but when I try to get help for housing I’m offered a night only shelter with mental and drug abusers to go try sleep in or the sidewalk or countless apologies. If I could put apologies in the bank, I would be rich While the former Marriott 2minutes up the street is home to all kinds of refugees. Don’t get injured, get any older or anything like that and unable to work in this country now as you’re much better off passing away.
Identity Attack0.4139151
Insult0.45758462
Profanity0.2882351
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.643
Sep 8, 2025 Why Canadians Are Turning Against …
I’m live in a tent surrounded by junkies harassed daily by rich immigrants that look at me like dog meat,profiled by security guards in turbans,even the homeless shelters hire them everyday is a slap in …
I’m live in a tent surrounded by junkies harassed daily by rich immigrants that look at me like dog meat,profiled by security guards in turbans,even the homeless shelters hire them everyday is a slap in the face.our political leaders are more worried about gay pride than division of labour and resources.we need to get our kids off drugs not give them more reasons to quit life.i wish I had video of the entitled Hindu that lectured me on Brit’s in India 70yrs before he was born it’s okay to crap on British colonization but you can’t crap on them for flooding into Europe and North America because that’s racist. What do I get when I go to India? Delhi belly or pickpocketed. Maybe if we send Walmart,Tim hortons, ,McDonald’s to India and go back to mom and pop shops. Ask them how they feel about gay pride than,do they get to drive out the muslims like they did when the Brit’s left? That’s why Pakistani exists,we just expect them to drop their bullshit when they move here.ive slept in a tent next to a war memorial and was routinely woken up by free palatstine and other bullshit protests that those soldiers did not fight for
Identity Attack0.458714
Insult0.42567953
Profanity0.19893537
Threat0.13815513
Severe Toxicity0.024772761
Moderate 0.4269174 Constructive 0.618 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
WE need housing and good paying jobs, not immigrants, only the rich and the corrupted need them.
WE need housing and good paying jobs, not immigrants, only the rich and the corrupted need them.
Identity Attack0.3817989
Insult0.44126466
Profanity0.029888187
Threat0.008686432
Severe Toxicity0.013995127
Moderate 0.4269174 Low Con 0.232
Nov 26, 2025 1 likes Quebec Ends Economic Immigration Program …
They all are not Indians some of them are pakistani and those mf not respect the law in Canada and they do not respect the law in Pakistan because they earn in dollars and their …
They all are not Indians some of them are pakistani and those mf not respect the law in Canada and they do not respect the law in Pakistan because they earn in dollars and their families in pakistan are super rich.
Identity Attack0.46028158
Insult0.3388922
Profanity0.2347036
Threat0.009592636
Severe Toxicity0.023076924
Moderate 0.39441586 Moderate Con 0.31 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
One thing I don’t like about Indians is they all want to be rich and don’t seem to send it back home. Thats why India is not rich and don’t even have many toilets.
One thing I don’t like about Indians is they all want to be rich and don’t seem to send it back home. Thats why India is not rich and don’t even have many toilets.
Identity Attack0.45610145
Insult0.2817503
Profanity0.11354194
Threat0.009126588
Severe Toxicity0.023076924
Moderate 0.38811707 Moderate Con 0.367 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I wouldn't like immigration to my country too and seing my way of life change...but we should give credit to the Sikhs who feed people free of charge...i experienced their generosity way back in 2005 …
I wouldn't like immigration to my country too and seing my way of life change...but we should give credit to the Sikhs who feed people free of charge...i experienced their generosity way back in 2005 in London when my friend took me along to a gurdwara,my first time . They don't ask any questions, they just feed and you will see people volunteering their services at preparing the food and someone else serving you...at least, they give back to society unlike some of the filthy rich who just want to hoard more and give nothing back . People don't realize that the world revolves on kind people and their generosity. If everyone was greedy, there would be nothing else to hoard and you can't even take it with you when your life ends. I guess it's just a matter of perspectives and your life experiences !
Identity Attack0.39461556
Insult0.37506318
Profanity0.20808282
Threat0.012699619
Severe Toxicity0.023076924
Moderate 0.38601747 Constructive 0.844
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Basically 80% of students from India are a FRAUD in Canada, and 100% of the Indian students in Canada come in Canada to study NOT but to stay in Canada, there are so many Indian …
Basically 80% of students from India are a FRAUD in Canada, and 100% of the Indian students in Canada come in Canada to study NOT but to stay in Canada, there are so many Indian students in Canada, that have university degrees but they register themselves into Canadian colleges in order to work and live in Canada. It doesn’t make sense to downgrade your studies, and most probably 100% of the students from Asia in Canada they come here to stay that is the main goal. In fact indian men they get married to some rich girl then the father of the girl pays for the school and then they end up staying in the country and continue their lying and fraud lives in Canada - trust me I know them
Identity Attack0.458714
Insult0.3388922
Profanity0.08775374
Threat0.009437286
Severe Toxicity0.022193791
Moderate 0.37955463 Moderate Con 0.411
Oct 17, 2025 IRCC Names India in Study …

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.