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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: "Are people in both countries …" 1,198 comments · Page 9 of 48
Reason im leaving canada, you guys have lost control over your country and you take my money to do that. The crazy thing is, its not about the quantify of study permits you hand out, …
Reason im leaving canada, you guys have lost control over your country and you take my money to do that. The crazy thing is, its not about the quantify of study permits you hand out, its simply vetting and screening the applicants and tracking them. Its that simple. Mismanagement costs canadians, and these people are all paid 100k+ to Mismanage? So theyre not doing jack shit lol why am I paying taxes? Give me the money so I can go buy a house
Identity Attack0.2028587
Insult0.4339631
Profanity0.4798129
Threat0.010990778
Severe Toxicity0.02430326
Moderate 0.5140397 Moderate Con 0.497
Oct 1, 2025 1 likes IRCC Names India in Study …
Our country has officially become a landing pad. The logic is a joke: ignore our own people and bring in planeloads of Indians to staff Tim Hortons instead of paying a living wage. We’ve become …
Our country has officially become a landing pad. The logic is a joke: ignore our own people and bring in planeloads of Indians to staff Tim Hortons instead of paying a living wage. We’ve become a pathetic shell of a country where the 'New Dream' is 12 Indians crammed in a one-bedroom apartment in their bare feet with not a single deodorant stick between the twelve of em’ just to keep low-wage franchises running. 💩
Identity Attack0.46028158
Insult0.5130944
Profanity0.23083201
Threat0.020954676
Severe Toxicity0.023129508
Moderate 0.509388 Moderate Con 0.32 Insult Fear_Threat
Feb 28, 2026 4 likes Inside Canada's Indian Invasion...
Such a racist , biased untruthful borderline intolerant article 😡😡😡😡. People from India are highly skilled and your country desperately need them hence your country got them here on H1 and unlike those Islamic country …
Such a racist , biased untruthful borderline intolerant article 😡😡😡😡. People from India are highly skilled and your country desperately need them hence your country got them here on H1 and unlike those Islamic country immigrants who come and slowly invade and hate .. the locals.. Indians .. work hard , PAY TAX , Contribute to country’ s grand GDP , and try to build a life for themselves and families without hurting others !! If their prosperity and growth is sticking a thorn in your eye , you need to think whose fault it is !! Get the PERSPECTIVE right !! 😡😡😡
Identity Attack0.46028158
Insult0.49151286
Profanity0.07740857
Threat0.012337137
Severe Toxicity0.02406851
Moderate 0.509388 Moderate Con 0.476
Nov 26, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The Pakistani guy telling about immigration is funny , these pakistanis turned london into hell...most indians come in country are educated and progressive while offcourse few black sheeps are there but most of them develop …
The Pakistani guy telling about immigration is funny , these pakistanis turned london into hell...most indians come in country are educated and progressive while offcourse few black sheeps are there but most of them develop the country they live in and are not problematic like other countries people 😅.....
Identity Attack0.55044734
Insult0.44126466
Profanity0.33453682
Threat0.036839653
Severe Toxicity0.16960317
Moderate 0.509388 Constructive 0.577 Identity Attack Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
I completely agree with the black fella in the beginning. I am from Guyana and sadden to see the direction this country is heading. Specifically Hindus, Muslims and Sikhs. It is a mistake letting these …
I completely agree with the black fella in the beginning. I am from Guyana and sadden to see the direction this country is heading. Specifically Hindus, Muslims and Sikhs. It is a mistake letting these people in, they bring no value to this country.
Identity Attack0.58354634
Insult0.42743355
Profanity0.16729468
Threat0.0347677
Severe Toxicity0.04666401
Moderate 0.50789946 Constructive 0.697 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Love how white people are like "yeah they are invading OUR country" LMAOOOOOOO getting a lil taste of your own medicine. At least they aren't killing you, like you did with natives.
Love how white people are like "yeah they are invading OUR country" LMAOOOOOOO getting a lil taste of your own medicine. At least they aren't killing you, like you did with natives.
Identity Attack0.54996765
Insult0.3388922
Profanity0.26621178
Threat0.34804323
Severe Toxicity0.08859174
Moderate 0.50789946 Low Con 0.277 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
The one video you say we can't survive without Indiana we have been doing it for years what do you think is going to change I am a true Canadian everybody is welcomed but do …
The one video you say we can't survive without Indiana we have been doing it for years what do you think is going to change I am a true Canadian everybody is welcomed but do not f****** change our way of life make the gentleman said leave your s*** out the door I don't understand a lot of use come to our country because it's so bad where you're coming from that's great you have somewhere safe to go and we accept you even on the fact that you and try and change our way of life please somebody out there stand up against all of this we need one person to stand up and we will follow let's get our Canada back there will be a war before you take it over and trust me you don't want that America learn not to f*** with us cuz we burnt their house down trust me we will burn yours down too I am not racist at all but for us being nice you are putting us into poverty work with us not against us or sooner or later you will regret it don't change our way of life we don't go to your country and do it Canadians have a lot of passion and helping people sooner or later we get fed up and then regrets happen
Identity Attack0.27875587
Insult0.43296707
Profanity0.5013569
Threat0.034422375
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.736
Sep 10, 2025 Why Canadians Are Turning Against …
As a Canadian, I don’t know why Canadians are so scared to say it but we’re sick of this sh!t! Peoples relatives are dying cause the healthcare system is flooded. Housing market is rising every …
As a Canadian, I don’t know why Canadians are so scared to say it but we’re sick of this sh!t! Peoples relatives are dying cause the healthcare system is flooded. Housing market is rising every year And to top it all off they don’t respect our countries policies and traditions, why should we respect there’s?
Identity Attack0.1714862
Insult0.40975618
Profanity0.5013569
Threat0.012803185
Severe Toxicity0.02373986
Moderate 0.50789946 Constructive 0.549 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
How disgusting people just for views defaming India.If u don't want Indians in your country just cut all ties with india and ban indians why you are spreading hatred. I love canadian people but pl …
How disgusting people just for views defaming India.If u don't want Indians in your country just cut all ties with india and ban indians why you are spreading hatred. I love canadian people but pl don't spread hatred.
Identity Attack0.44690517
Insult0.5145894
Profanity0.11725569
Threat0.023544617
Severe Toxicity0.023076924
Moderate 0.50789946 Constructive 0.514 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is a messed up country our government cares more about immigrants and south asians than they do their own people it’s actually sickening
Canada is a messed up country our government cares more about immigrants and south asians than they do their own people it’s actually sickening
Identity Attack0.48990932
Insult0.50440645
Profanity0.091633186
Threat0.0076119336
Severe Toxicity0.023076924
Moderate 0.50789946 Moderate Con 0.303 Insult Identity_Assertion
Oct 15, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a …
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a day in Niagara Falls family day and everything is closed. Did you not check it? This video. You make it sound like everybody who is the greatest of Indian move to Franklin people from my neighbourhood they do talk to us saying hello. Help me when I’m at Walmart. Is the person that moving to send if you’re racist country. You’ll talk to Canadians who represent you more than they represent us and your post. What they say must be interesting in your bizarre echo chamber.
Identity Attack0.29035977
Insult0.42567953
Profanity0.46460027
Threat0.01940071
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.56 Meta_Commentary
Oct 16, 2025 Inside Canada's Indian Metropolis (Brampton)
listen to this descendant of lineage of evil, his direct lineage has been raping people centuries in Africa and he is deflecting here. The trace of his culture of rape is still visible in Africa …
listen to this descendant of lineage of evil, his direct lineage has been raping people centuries in Africa and he is deflecting here. The trace of his culture of rape is still visible in Africa in cities even countries e.g. Cape Verde the trace of his ancestor rape culture is visible there today. As far intelligence, I will leave him with the so called African homeless, that i am sure they out smart him in his town every day.
Identity Attack0.50515443
Insult0.47384647
Profanity0.2813443
Threat0.18597278
Severe Toxicity0.16960317
Moderate 0.50759226 Low Con 0.265 Identity Attack Unverified_Claim
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Did the Candian people really vote to have their country turn into India/Africa/Asia? They should deport them all
Did the Candian people really vote to have their country turn into India/Africa/Asia? They should deport them all
Identity Attack0.57150364
Insult0.29855028
Profanity0.15283443
Threat0.16699752
Severe Toxicity0.03590374
Moderate 0.50503236 Low Con 0.2 Identity Attack
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Trump is right about one thing and that is immigration. We destroyed our country through immigration. We can blame the liberals but Canadians are the ones that voted them in and we continue to vote …
Trump is right about one thing and that is immigration. We destroyed our country through immigration. We can blame the liberals but Canadians are the ones that voted them in and we continue to vote them in! These people didn't even land on our shores on dinghy like in some parts of the world. We welcomed them in with all these loopholes. It's truly disgusting.
Identity Attack0.3817989
Insult0.5270482
Profanity0.0741757
Threat0.011249693
Severe Toxicity0.01986976
Moderate 0.50503236 Constructive 0.59 Insult Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Kick the refugees and immigrants out of Canada. We need to help our own citizens and country. Canada and the majority of its people are broke.
Kick the refugees and immigrants out of Canada. We need to help our own citizens and country. Canada and the majority of its people are broke.
Identity Attack0.5502601
Insult0.31740165
Profanity0.09292633
Threat0.5195707
Severe Toxicity0.14389864
Moderate 0.50503236 Low Con 0.292 Identity Attack Threat
Nov 20, 2025 Thousands of refugees allowed into …
YOU ARE ASKING "HOW SYSTEM IS WORKING" SO LET ME TELL YOU: THERE IS NO SYSTEM. WE NEVER HAD A SYSTEM TO START WITH. WE HAVE NO IDEA WHAT WE ARE DOING. THESE PEOPLE WHO …
YOU ARE ASKING "HOW SYSTEM IS WORKING" SO LET ME TELL YOU: THERE IS NO SYSTEM. WE NEVER HAD A SYSTEM TO START WITH. WE HAVE NO IDEA WHAT WE ARE DOING. THESE PEOPLE WHO ARE MANAGING THE IMMIGRATION SYSTEM HAS NO IDEA WHATSOEVER. USELESS PEOPLE. YOU ARE SAYING 78 MILLIONS BUT I ASK HOW MANY THESE USELESS IMMIGRATION EMPLOYEES ARE COSTING US??????????/ MAYBE BILLIONS(((((((((((((((((((((((((((((((((((((((((((( MY THANKS GOES TO MR. TRUDEAU & NOW TO MR. CARNEY WHO DESTROYED THIS COUNTRY & TOOK US BACKWARDS LIKE 50 YEARS BACK((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((
Identity Attack0.28034934
Insult0.5145894
Profanity0.12551236
Threat0.018019408
Severe Toxicity0.023076924
Moderate 0.4977744 Moderate Con 0.301 Insult Policy_Critique
Dec 28, 2025 Deportations From Canada at Their …
I am a non-white immigrant and I absolutely oppose any further Indianization of Canada. Bringing immigrants from a single country is neither multiculturalism nor diversity. Not to mention Indians are pretty xenophobic and intolerant. Everything …
I am a non-white immigrant and I absolutely oppose any further Indianization of Canada. Bringing immigrants from a single country is neither multiculturalism nor diversity. Not to mention Indians are pretty xenophobic and intolerant. Everything they do and expect in Canada, they would allow none of that in their own country. They join the MAGA when it serves them, and then cry racism when when its inconvenient. It's no surprise that everybody is sick of Indians, not just white people.
Identity Attack0.5707127
Insult0.4339631
Profanity0.09486605
Threat0.011612174
Severe Toxicity0.023076924
Moderate 0.49139655 Constructive 0.524 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You can call me racist if you want.I don't really care.\\nI've lived in brampton, my whole life still do I'm 35 years old.\\nBrampton changed the boat fifteen twenty years Ago Not just brampton , but …
You can call me racist if you want.I don't really care.\\nI've lived in brampton, my whole life still do I'm 35 years old.\\nBrampton changed the boat fifteen twenty years Ago Not just brampton , but all of ontario , Pretty much all of canada And it's not all immigrants, it's mostly the Indian immigrants that I ruining this country.They come here and try to change our laws and our way of life and try to make it more like it Is in India?If you want it to be like India here, so bad, go back home.We are not a free country anymore.\\nAnd it's sad that our government will Rather change Our country to benefit immigrants, but not the people that actually from the country.\\nI love canada , but at this point i'm down to become the fifty first state
Identity Attack0.50515443
Insult0.40243408
Profanity0.27747265
Threat0.059796512
Severe Toxicity0.12546301
Moderate 0.4850187 Constructive 0.536 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
The government is useless I can't believe you guys allow this🤦🏽‍♀️So what is Canada to you guys? Your pockets??💰 These people already have a home there's no need for them to bring their home. There's …
The government is useless I can't believe you guys allow this🤦🏽‍♀️So what is Canada to you guys? Your pockets??💰 These people already have a home there's no need for them to bring their home. There's nothing wrong with practicing in your home. If the tables were to turn if Canadians came to do the same to their country they would flip. Which is easy for the Muslim to do the same 🤔 All they're doing is setting an example by teaching their children to hate even more. Segregation, dominance, and arrogance is not the way in Canada. Every Nation comes here just as they come here as well too. If they miss their home so bad go back!!! No need for this terrible 😔
Identity Attack0.4508763
Insult0.5130944
Profanity0.12639372
Threat0.010550622
Severe Toxicity0.023076924
Moderate 0.4850187 Constructive 0.591 Insult Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The bike holding fatso mister obese,mister clean the refrigerator,mister eat it all up thinks we the sub Saharan countries are low IQ people!
The bike holding fatso mister obese,mister clean the refrigerator,mister eat it all up thinks we the sub Saharan countries are low IQ people!
Identity Attack0.49584505
Insult0.4747285
Profanity0.2253223
Threat0.01238892
Severe Toxicity0.042180564
Moderate 0.4850187 Low Con 0.152 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
As an legal imigrant from 1999 this country has become a dump... these people ruined this country
As an legal imigrant from 1999 this country has become a dump... these people ruined this country
Identity Attack0.42615733
Insult0.5101222
Profanity0.174273
Threat0.011120236
Severe Toxicity0.023076924
Moderate 0.4850187 Moderate Con 0.401 Insult Personal_Narrative
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
GTFO Tyler. Stop monetizing hate in my country. It's people like you that we don't want here. Please do not return to Canada, we don't want you here. An unsubscribe is long overdue.
GTFO Tyler. Stop monetizing hate in my country. It's people like you that we don't want here. Please do not return to Canada, we don't want you here. An unsubscribe is long overdue.
Identity Attack0.29951343
Insult0.47384647
Profanity0.22792831
Threat0.026997874
Severe Toxicity0.023880709
Moderate 0.4838166 Moderate Con 0.446 Call_To_Action
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but …
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but as long as they're harmless, they don't don't violate laws they must stay, look indian people contribute towards the economic growth of any country they reside in, ofcourse some indians lack civic sense, but that doesn't mean everyone is like that ??!! In America, Drugs has taken over, almost 30% people are homeless, burglary, theft is common, Cops will do nothing, Psychopaths are on the rise, Murder, break ins, killing by guns, accidents, are rising, Trump is weaponising ICE and killing USA citizens, putting kids in jail for no reason, complete chaos, no jobs are there, no buses, trains for easy commute, Relationships are broken, nobody is happy in all the western countries, divorce, cheating, and mind you, most indians are contributing towards the economic growth of USA, all the software engineers from India, now you're Deporting them as if your citizens are all geniuses, Indian community is not at all a problem, your mindset towards us, is the problem, this is racism, this is discrimination, America is supposed to be the origin and flag-bearer Of democracy, do something about that, other than Focusing on people who are residing peacefully with you guys, yes you have the law and order, enforce them on everyone, but don't blame them just because they're different, different in colour, religion, accent etc.
Identity Attack0.45348886
Insult0.4339631
Profanity0.36230123
Threat0.049451493
Severe Toxicity0.16960317
Moderate 0.4838166 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The bike holding fatso mister obese,mister clean the refrigerator,mister eat it all up thinks we the sub Saharan countries are low IQ people!
The bike holding fatso mister obese,mister clean the refrigerator,mister eat it all up thinks we the sub Saharan countries are low IQ people!
Identity Attack0.4911651
Insult0.47384647
Profanity0.22321637
Threat0.012337137
Severe Toxicity0.038593806
Moderate 0.4826145 Low Con 0.151 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canadians have to realize that we will need much stronger Government which will say NO to all of these new migrants (not immigrants) who are taking jobs, culture, raising their idols, praying in the street …
Canadians have to realize that we will need much stronger Government which will say NO to all of these new migrants (not immigrants) who are taking jobs, culture, raising their idols, praying in the street and making havoc to other people. They are acting like that are entitled to do that just because they are allowed to ! I am immigrant too and I didn't came here to watch all these people how change and make it dirty more and more every day. They just bringing same shit where they are running from ? You see how stupid that is ? We have to change Government as fast as possible otherwise Canada is done ! People wake up don't be scared to say NO ! I would love to see how this beautiful country goes down the drain. Cheers ❤❤❤
Identity Attack0.39677486
Insult0.46625584
Profanity0.45706853
Threat0.014566151
Severe Toxicity0.024725812
Moderate 0.4826145 Constructive 0.616 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …

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.