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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: "Don't give in to that …" 664 comments · Page 19 of 27
First give them hopes to come to foreign place and work on low income... Then once you take make of them local start to call it invasion but their government is the one should be …
First give them hopes to come to foreign place and work on low income... Then once you take make of them local start to call it invasion but their government is the one should be blamed...
Identity Attack0.06294931
Insult0.04032305
Profanity0.01402008
Threat0.0101363575
Severe Toxicity0.0031089783
Low Tox 0.13388206 Low Con 0.283 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Every one of you in Canada is an immigrant or descendant of an immigrant, so please don’t do to each other what they did to your grandfathers and grandmothers! Put yourself in the place of …
Every one of you in Canada is an immigrant or descendant of an immigrant, so please don’t do to each other what they did to your grandfathers and grandmothers! Put yourself in the place of the person who just arrived and feel how much they are suffering to start a new life, find a new place, find furniture, change career and look for a new job, get the cultural shock and cold weather shock and learn how to survive the cold winter and learn a new language, and make new contacts, new friends and new families maybe… too much to handle while you are not giving a fuck about all his struggles but pushing him to change his culture automatically like if it’s magic and at the same time he is not aware why on earth is everyone against his religion or accent or way of thinking and your rejections towards them by showing clearly your attack towards them here online without shame! Those people who are escaping from wars or genocides or poverty to find a better opportunity to be able to feed their families abroad, you have no consideration for what brought them here or what they had endured and you want to let them endure more above their struggle to survive all the inconvenience in a capitalist frozen country! Please try to be nice to each other and teach one another how to live respecting one another boundaries and culture! a country with many nationalities is multicultural and multiculturalisme can’t exist with racism and discrimination. Keep the multiculturalism with the nice picture it holds which keep the country warm and colourful. Live in peace and love❤
Identity Attack0.09410924
Insult0.06285016
Profanity0.017845914
Threat0.007417747
Severe Toxicity0.0037002563
Low Tox 0.13214645 Constructive 0.735
Sep 17, 2025 1 likes Why Canadians Are Turning Against …
All your politicians know what really is happening but they will give blind eye to it bcs they are the one making money from all fraudulent activities.and it is common for all countries.
All your politicians know what really is happening but they will give blind eye to it bcs they are the one making money from all fraudulent activities.and it is common for all countries.
Identity Attack0.0093974555
Insult0.070799805
Profanity0.013780965
Threat0.006537435
Severe Toxicity0.0015068054
Low Tox 0.13214645 Low Con 0.184 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
It’s worth noting j*ws & Indians are good at one thing, to keep you distracted from the real issues. Both have created a tight-knit networks form, leading to hiring that favors people from the same …
It’s worth noting j*ws & Indians are good at one thing, to keep you distracted from the real issues. Both have created a tight-knit networks form, leading to hiring that favors people from the same community rather than merit this gives them huge benefits
Identity Attack0.11047905
Insult0.03511308
Profanity0.05543986
Threat0.008039144
Severe Toxicity0.004863739
Low Tox 0.1269396 Moderate Con 0.338 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Aiesha Zafar cant give the straight answers because she's not local seems she covered something
Aiesha Zafar cant give the straight answers because she's not local seems she covered something
Identity Attack0.019073274
Insult0.06582214
Profanity0.02249157
Threat0.007417747
Severe Toxicity0.002861023
Low Tox 0.1269396 Low Con 0.259
Oct 7, 2025 IRCC Names India in Study …
Canadians aren't having kids because they are paying for immigrated people who are having more kids and taking more money from Canadians who have to continue to pay for their entire families, and they don't …
Canadians aren't having kids because they are paying for immigrated people who are having more kids and taking more money from Canadians who have to continue to pay for their entire families, and they don't give back to Canada
Identity Attack0.10221587
Insult0.031917825
Profanity0.012243799
Threat0.006317357
Severe Toxicity0.002784729
Low Tox 0.12520397 Moderate Con 0.448
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Carney has done nothing to combat poverty and income inequality. He would rather give handouts to the rich and Big Corp. Further proof the Lib's and Con's are just two sides of the same bad …
Carney has done nothing to combat poverty and income inequality. He would rather give handouts to the rich and Big Corp. Further proof the Lib's and Con's are just two sides of the same bad coin!
Identity Attack0.009360458
Insult0.07396803
Profanity0.015181494
Threat0.006259101
Severe Toxicity0.0016212463
Low Tox 0.123468354 Moderate Con 0.407 Policy_Critique
Jan 12, 2026 1 likes Canada’s new rules in 2026
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality …
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality this is not legitimate immigrants. It's unlawful what the govt has done and therefore these people are immigrants under cover of law. Or color of law. It's defacto. I call them illegal migrants. Most are not doctors or engineers or trades people even. Most are young men from 19 to their 30's. According to Investigative Journalist Joshua Philipp of the Epoch Times, Through visiting Darian gap, he found UN tents helping illegal migrants to get to the US. But they had to pass through cartel territory. They had to pay the cartels a fee or die or be raped or both. Yes it's brutal some things but apparently before Obama left office he signed an international agreement to import people globally from mostly Islamic countries and create open borders. We see Chinese, and many people from different parts of South America and even Africa crossing to the US. A lot of whom end up in Canada. So before they cross into the US they toss their IDs Especially if they are from countries that are flagged by the US as questionable or terrorist possibilities. So this leads to a lot coming to Canada. I'm sure you heard of Roxham Rd crossing? It's officially closed but people still cross into Canada from the US going through there. There's also piles of IDs at that border crossing also. Anyways these open border policies has cut out in depth screening so we really don't know who is in Canada as true asylum seekers or immigrants. To add to this complexity, over 300,000 Canadian travel documents have been stolen from CBSA Canadian Border Services Agency. 280,000 of those were blank Canadian passports. SO we really don't know who's walking on Canadian soil. This was confirmed by Luc Sabourin a former CBSA agent. He got forced out because he was asking the right questions and giving the right evidence. Here's the interview with Joshua and the interview with Luc. Have a watch n listen. https://www.youtube.com/watch?v=obgZ-Oh6Es0&t=4s https://www.youtube.com/watch?v=QdIjTSAzUXE&t=91s JamCan I'm with you 100% you are right on the money ! Great work.
Identity Attack0.09162762
Insult0.05027775
Profanity0.023516348
Threat0.0077284453
Severe Toxicity0.0034332275
Low Tox 0.123468354 Constructive 0.797
Aug 26, 2025 Why Canadians Are Turning Against …
what Candians can do ???? when Canadian Goverment want Immigrants...and they want to give them PR...then how things will resolve..
what Candians can do ???? when Canadian Goverment want Immigrants...and they want to give them PR...then how things will resolve..
Identity Attack0.10221587
Insult0.028281843
Profanity0.014122557
Threat0.0072882893
Severe Toxicity0.0029563904
Low Tox 0.12086493 Low Con 0.298 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
“As an Indian, I feel embarrassed by what some people are doing in the UK, Canada, the US, Australia, and New Zealand. It is not fair. I believe that if a country gives you a …
“As an Indian, I feel embarrassed by what some people are doing in the UK, Canada, the US, Australia, and New Zealand. It is not fair. I believe that if a country gives you a chance to build a better life, then it is your responsibility to contribute positively to that country. Instead, some people are involved in illegal activities, and because of this, many truly talented Indian students are suffering.”
Identity Attack0.10221587
Insult0.034672357
Profanity0.019075647
Threat0.007637825
Severe Toxicity0.0028038025
Low Tox 0.11912931 Constructive 0.67 Personal_Narrative
Jan 12, 2026 1 likes IRCC Names India in Study …
It's a lie that refugees give back more than they take. Stats for 2011 show that immigrants take, on average, about $6K a year more than they pay in tax. The government mantra that immigrants …
It's a lie that refugees give back more than they take. Stats for 2011 show that immigrants take, on average, about $6K a year more than they pay in tax. The government mantra that immigrants pay Canadians social security checks after they have been here a while is bogus propaganda. Canadians may want to take people in knowing they will be a burden to taxpayers and that's one thing, we do have big hearts, but the truth should be told to the taxpayers who end up paying for it. Don't you think?
Identity Attack0.051808115
Insult0.060927123
Profanity0.013166099
Threat0.0064144502
Severe Toxicity0.0020503998
Low Tox 0.11652588 Constructive 0.716
Aug 13, 2018 1 likes How much do refugees and …
Liberals always take tax dollars and give them to non paying tax people when will Canadians wake up
Liberals always take tax dollars and give them to non paying tax people when will Canadians wake up
Identity Attack0.06522302
Insult0.05144889
Profanity0.012995303
Threat0.007081157
Severe Toxicity0.0025939941
Low Tox 0.11429678 Low Con 0.248 Economic_Argument
Dec 27, 2025 Thousands of refugees allowed into …
They have whole continents and ethnic nations for themselves. Now, we have little, mere, scant slivers of erable land while the rest of the world's nations still have plenty of land, except for those whom …
They have whole continents and ethnic nations for themselves. Now, we have little, mere, scant slivers of erable land while the rest of the world's nations still have plenty of land, except for those whom have already overpopulated themselves. While actual canadians have no opportunities and means to make products and services and compete in the marketplace for our people. Nobody seems to give a care about french and british isles canadians who built this country. Most of everyone else just moved in and out of those many just came for the government benefits and perks, and also the fact they could move their whole family and acquaintances. Let's be honest. A lot of people born here are descendants of scammers and grifters of the canadian system in some way. At this point, I think we should criticize all the various groups that have come here en masse. Most of the MPs have no spine. You can still have a liberal policy and still end immigration. It's the elephant in the room. End immigration and subsequent benefits and family unification policies.
Identity Attack0.06385879
Insult0.05964688
Profanity0.021125201
Threat0.0069516995
Severe Toxicity0.0033950806
Low Tox 0.11429678 Constructive 0.624
Jan 27, 2026 Inside Canada's Indian Invasion...
Students come to study they need to go back the government should not give visa to their spouses
Students come to study they need to go back the government should not give visa to their spouses
Identity Attack0.050443888
Insult0.028392024
Profanity0.016479544
Threat0.0089712385
Severe Toxicity0.0028038025
Low Tox 0.11398677 Low Con 0.234
Nov 21, 2025 20 likes Quebec Ends Economic Immigration Program …
It was canadians. That voted liberal was it no it was imaginats. That should not even be here.the liberals give them all the free bess.
It was canadians. That voted liberal was it no it was imaginats. That should not even be here.the liberals give them all the free bess.
Identity Attack0.06249457
Insult0.045007613
Profanity0.013200258
Threat0.007922632
Severe Toxicity0.0025939941
Low Tox 0.11378009 Low Con 0.223
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
3:12 THIS IS THE TRUTH. The older immigrants that helped build their communities alongside the Canadian people, were willing to assimilate, to learn, to be APART of the community, this is NO LONGER THE CASE, …
3:12 THIS IS THE TRUTH. The older immigrants that helped build their communities alongside the Canadian people, were willing to assimilate, to learn, to be APART of the community, this is NO LONGER THE CASE, and hasn't been the last 8 years. Back in the day our family would stop and give lifts to pedestrians who were elderly, carrying heavy items, or it was too cold, hot, whatever it was, my parents learned this when they immigrated to Canada and assimilated within their communities, and worked hard to be able to communicate the common initiative of prosperity. If you're able to come to a new country, be able to live there without ever learning the heritage of the land you inhabit, it's a shame. I'm proud to be a Canadian, and even more proud of my Immigrant parents for working hard to achieve what they have today, Godbless Canada 🙏
Identity Attack0.062039822
Insult0.043250903
Profanity0.020783609
Threat0.0075083673
Severe Toxicity0.0038337708
Low Tox 0.11378009 Constructive 0.832 Personal_Narrative
Jan 24, 2026 Inside Canada's Indian Metropolis (Brampton)
Canada calls students to give them PGWP after finishing their educations in Canada. The students pay ultra high education and life expenses. Then, Canada says we don’t need this much skilled worker as white collar, …
Canada calls students to give them PGWP after finishing their educations in Canada. The students pay ultra high education and life expenses. Then, Canada says we don’t need this much skilled worker as white collar, but you can works as uber drivers or Tim Hortons workers. The reason is Canadian youths don’t want to work in those odd jobs. However, Canadian people complain about the immigrant odd workers. They think economy is bad because of those immigrants who paid thousands of dollars for education and have been working in odd jobs. This is stupidity. Canada government exploits immigrant students by making them spend thousands for education and can only provide odd jobs for most of the immigrant students who hold PGWP work visa. Then some almost-racist Canadian folks stand against immigrants who have actually been exploited.
Identity Attack0.08831879
Insult0.045593183
Profanity0.016889455
Threat0.007197669
Severe Toxicity0.0031089783
Low Tox 0.11357342 Constructive 0.589 Policy_Critique
Oct 4, 2025 IRCC Names India in Study …
All of Canada should implement this..stop all immigration..asylum seekers for 5years..Help build a future for our Canadian children. There is enough talent in our Canadian youth if the government can help train them instead of …
All of Canada should implement this..stop all immigration..asylum seekers for 5years..Help build a future for our Canadian children. There is enough talent in our Canadian youth if the government can help train them instead of giving it to the refugees and asylum seekers who get more money than our Seniors or youth
Identity Attack0.10221587
Insult0.03158728
Profanity0.010211324
Threat0.007365964
Severe Toxicity0.0032997131
Low Tox 0.11347008 Constructive 0.55
Nov 23, 2025 Quebec Ends Economic Immigration Program …
I cant get a hotel room because the government pays for the rooms and meals. Do you have any idea that costs per day. Please CBC, dont give us any more.BS
I cant get a hotel room because the government pays for the rooms and meals. Do you have any idea that costs per day. Please CBC, dont give us any more.BS
Identity Attack0.0038477771
Insult0.053205602
Profanity0.080318145
Threat0.0070552654
Severe Toxicity0.0028038025
Low Tox 0.11316007 Constructive 0.552 Economic_Argument
Nov 10, 2025 How much do refugees and …
I want to give her a Punjab
I want to give her a Punjab
Identity Attack0.026007013
Insult0.027218282
Profanity0.057443913
Threat0.029415153
Severe Toxicity0.007019043
Low Tox 0.11316007 Constructive 0.509
Jan 27, 2026 Inside Canada's Indian Invasion...
dude on the bike is trying to attempt to speedrun the US citizenship test. Give this man a burger and get him over here immediately
dude on the bike is trying to attempt to speedrun the US citizenship test. Give this man a burger and get him over here immediately
Identity Attack0.011247349
Insult0.034782536
Profanity0.016889455
Threat0.023889944
Severe Toxicity0.0029182434
Low Tox 0.112953395 Low Con 0.253 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
TYLER PLEASE do a before & after video of everyday civilian life in El Salvador. President Nayib Bukele is now in charge of CECOT prison, and us AMERICANS should see w our own eyes what …
TYLER PLEASE do a before & after video of everyday civilian life in El Salvador. President Nayib Bukele is now in charge of CECOT prison, and us AMERICANS should see w our own eyes what the community and people of El Salvador are saying of the president's strict laws on gangs and organized crime. It will show us 1st hand what we can learn by what theyre doing about their criminals and give the people a platform to voice their opinions.
Identity Attack0.021987455
Insult0.060752302
Profanity0.013644327
Threat0.008841781
Severe Toxicity0.0022506714
Low Tox 0.112953395 Constructive 0.732 Call_To_Action
Feb 7, 2026 Inside Canada's Indian Invasion...
I've never seen so much disdain for immigration in Canada in my 42yrs here. Now seeing our standard of living tank while we are giving benefits, food and housing for migrants for years. We pay …
I've never seen so much disdain for immigration in Canada in my 42yrs here. Now seeing our standard of living tank while we are giving benefits, food and housing for migrants for years. We pay taxes, and suffer and try not to starve.
Identity Attack0.061130337
Insult0.02982438
Profanity0.013849284
Threat0.014048163
Severe Toxicity0.0033950806
Low Tox 0.112850055 Constructive 0.702 Personal_Narrative
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Let me use this opportunity to bring awareness to the oppression of Tibetans. No, I am not talking about the Tibetans in China. I am talking about Tibetans in occupied South Tibet, which was annexed …
Let me use this opportunity to bring awareness to the oppression of Tibetans. No, I am not talking about the Tibetans in China. I am talking about Tibetans in occupied South Tibet, which was annexed by India in 1951 and made a state by India in 1987 to become the so-called Arunachal Pradesh. South Tibet includes Tawang, birthplace of the Sixth Dalai Lama and home to a four-hundred-year-old Tibetan Monastery. The Tibetans in occupied South Tibet are fast becoming strangers in their own native homeland because the Indian government is settling Indians in the region to change the demographic structure of the area and trashing the place just like the Indians did in India or in Canada. The Indians like to mock them, calling them Chinese as a form of insult (sometimes using slurs such as the C* word or the M* word). Rape by Indians in occupied South Tibet is a major source of anger among the locals toward the thuggish Indian occupiers. Another thing is that India doesn't trust the locals and likes to accuse them of being Chinese spies if they don't display enough loyalty to the Indian occupier. This area is tightly controlled by India, with limited access to the outside world. In 2014, a Tibetan Chinese called Nido Tania went to Delhi and was beaten to death because he looked 'Chinese'. His case was hardly an isolated one. Northeasterners in India have for years endured racial hatred by the Indian people. They have held demonstrations in New Delhi, but not much has changed. On December 9, 2025, a Chinese-looking youth from the north-east Indian state was murdered by racist Indian thugs. The thugs mocked him with racist taunts like "CHINKI, MOMO, CHINESE," etc., and then the youth was mercilessly beaten to death. This is not the first nor will it be the last case of racism against the north eastern people living under New Delhi's oppression. No killer or rapist of the northeastern people has ever been brought to justice. The Indian political leadership does nothing more than produce hollow words of sympathy: "I AM VARY VARY SAARY!" There was not even a single word of support or remorse from the high priest of the Bar-Rat hindu empire: Modi. The greatest irony and shameless hypocrisy of India and Indians is that the murdered youth's father is serving in the Indian Border Security Force and deployed along the border with China. He is fighting against China for a country that is ready to kill him and his family for looking Chinese. Some years back, yet another rape case by Indian soldiers occurred in Bomdila, South Tibet. The local police detained the two suspects, and the Indian military, fearing that the two suspects would be lynched, stormed the police station, vandalized it, and rescued the two suspects. This leads to massive protests by the local people. Eventually, the unrest caught the attention of New Delhi, and India flew in the defense minister to Bomdila to make a show of force to suppress the protests. Today, South Tibet is restless, and India knows it. This is the reason a law called the AFSPA (Armed Forces Special Power Act) is imposed on South Tibet. AFSPA gives the state the power to detain or kill anyone with impunity. No due process is needed. AFSPA is imposed on areas India deems restless, such as South Tibet and Kashmir. It is a law meant to suppress dissent and instill fear among the populace. The Tibetans in occupied South Tibet are voiceless people because they are not the right kind of Tibetans, so their plight is ignored by the Western world. I have yet to hear from the Western media any concern for the human rights abuses of the Tibetans in occupied South Tibet by India. P.S. I am using the word Tibetan as an umbrella term to include the various Sino-Tibetan Burmese people (Monpa, Abotani (called Lhotba on the Chinese side),..etc. The Sixth Dalai Lama was a Monpa) in South Tibet. The Sixth Dalai Lama is known for his many love poems and romantic escapades outside the Potola Palace. Sadly, his hometown, Tawang, is now under India's occupation since 1951. The Tawang Monastery is the last major frontier monastery before the area merged into the tribal region. It historically enjoyed a close relation with the Beijing central government. Free South Tibet (so-called Arunachal Pradesh) from India.
Identity Attack0.10221587
Insult0.032028005
Profanity0.024951037
Threat0.015947454
Severe Toxicity0.00415802
Low Tox 0.112643376 Constructive 0.594 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Funny how no one is giving Trump credit on the increase in deportations. Canada we need to BUILD THE WALL !!
Funny how no one is giving Trump credit on the increase in deportations. Canada we need to BUILD THE WALL !!
Identity Attack0.036620867
Insult0.026315894
Profanity0.012004685
Threat0.013217449
Severe Toxicity0.0041770935
Low Tox 0.11223003 Low Con 0.288
Dec 30, 2025 1 likes Deportations From Canada at Their …

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.