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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: "I think what this is …" 951 comments · Page 25 of 39
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've …
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've met a lot of Turkish people and a few of them weren't best pleased with the amount of turkish people, and in this video an Indian man says there's too much of it too. Its not an uncommon sentiment among immigrants that they specifically came here for a change in culture, only for it to follow them here. Specifically surrounding politics, a lot of them leave because of the politics where they were, only to find its just as much of a problem here because so many bring those problems over with them rather than leaving them behind. Just to clarify though while I think immigration is obviously a big problem in its current state, I'm not at all against the idea of immigration in general. I care more about where people are going than where they're from. Its just very odd when you hear a strong accented polish lady walk passed complaining and swearing about all the polish people. I guess it does make sense though, if i imagine desperately wanting to leave home for Australia, it would obviously be disappointing to arrive after packing up my life savings to find out all of the people and all of the things were exactly the same as back home. Pretty sad when you think about it.
Identity Attack0.2127345
Insult0.054962315
Profanity0.07126612
Threat0.009981008
Severe Toxicity0.0062942505
Low Tox 0.17891699 Constructive 0.838 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I think most everyone is fed up with immegration.
I think most everyone is fed up with immegration.
Identity Attack0.14019285
Insult0.033570543
Profanity0.031140719
Threat0.0071588317
Severe Toxicity0.0037956238
Low Tox 0.17805049 Moderate Con 0.399 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Here's my life in canada. denied work. Denied education. both grandmothers, and grandfathers and before that mothers and fathers, defended and fought in the great wars, not by choice proxy and came to canada post …
Here's my life in canada. denied work. Denied education. both grandmothers, and grandfathers and before that mothers and fathers, defended and fought in the great wars, not by choice proxy and came to canada post ww1 to get away from euro trouble, only for second great war, and most were against forced to join because of direct proxy or relatives being killed. Applied to walmart - denied work applied ot im hortons - denied work applied ot schoos, isntitutions , trade shops, and more, denied work.. When you income is below hte poverty line, and you spending large amounts of time seekngi for a job or working but denied life and work at the same time. It becomes fairly strange. Denied education. Was sekeing ot be a general practioner, but I was cosntnaly called racist by black peopel that jsut arrived rrehsly. then there was CBC and asian gang relatiosn nad hte abuseo f minoirity acts. Then there was the nativism of evil colonizer. Then feminims eivl white male. THiese were being disturbuted or taught at courses by force. I stated I am just here for data. Since udner the acts of law which gives freedom, we are not ot be subjected to non facts, or idleaogical belief systems to be forcibly lived by only law to reality. So the neutrality of law is broken to a blief set of wrong doing. I sought ot sue only for my tuition back ot apply to another instiute as denied, menaing I scaped nickles nad diem nsa ultiamtely could not afford or recieve a lawyers aid or help. earnign so little and hte canada has the data. I am never offered charity or help.. its always cults importing token blakc random person or speaking about jews or natives that need something and htey clealry own a lot... WHihc is weird. So... I am the offspring of women and men that build foundations of canada and institutes. I am an only male descdent. I am unamrried, u=no family. We don't seek ot breed like wild animals ot have like khan line. We odn't follow trending or mediated lies. Poeple accuseyou of somethign you look it up and you knwo their full of hsit. I have not once broke any laws of canada, but the church groups certianyl push hard ot change laws so they can kill peopel with the statemonopoly of violence perverting law. That aside.. From computer works to psyhcolgoy, to flying planes to geological and nuclear studying to life... So earning less then teh poverty line not by choice, but because society deems it more improtant ot .. as I was told once, Hire their friends, but hten they lie beucase they trend ot hire foiregners or the toke nblakc card mantra that as going on... Mean while perosns head on a bus is chopped off and they are out in a few months... I was denied work to places liek ecole, canem. plethora of commerical and private plumbing companies... I came ot be an actionable person to have an income make a family, do I not get those freedoms. I also udner law I can refuse any merchant item that includes all and any nuetoxins or mandates via nuremburg code and other laws... My rights in covid and other groups have violated my so called lawful rights as a citizens. Keep in mind post great war my grandfather taught at UofA and fought against state corruption and tyranny. also from descendent tree of lords, but most titles were given up or forcibly removed, and so living people went off into most aristiocratic works which was study of nature and applicaiton of systems and works and selling. Natural in peace you build tolenace, resistance and epxloration and cumilate money, but money has no value. you can have 2k people sift hte saharaha deseert a reletively void place of mostly quartz. out of that 286 million cubic feet of sand, not evne silt sand. You cna get 1 million tonnes of gold... Not evne troy ounces... So the stupidity and cruelty ofsoicety is the denial of life in others that seem to choose spectacle and destructive tendencies that they are told to do and hten reinforce it. But logicallly. we are onyl told to od natural needs of society. not all the other lies... ALl I see .. my kindness wains its naturally in me I suppose. but huamsn are capable of killing other humans when put into a means ot defend the self... So the convicing werid liars of capitalism... but hten commit ot capital abuse, IE lawless extension of it. To then communism that is against osiclaism if you read engles and marxs on their hatred and stating social nature of not modern. whatever that means. Communism is against ownership.. I have been judged, as a christian or relgiious... which is werid... because I chose not to drink alcohal... chose not to go to strip clubs or ever purchase a female. these are our daughtersand I expect actionable works and fucntion ot hte future, not epxloitation and deviation of values to a subset. I have written 5 milion words on youtube, trying ot therapy myself in a place I am denied so much... They offer power or glory through their means of contorls sex, a mark of acitonable means, like metla shit coin work... Nothing of ever truth or educaiton. So yo uget a collectivism of cruelty. If I knew humans werethis savage I suppose I should of had avarice drive in me, but I don't I only seek truth. and acitonable means of relation... what I get is . Your not normal. becuase i don't trend ot naartion of mediated arts and socila engineering nad werid soft method of reid psyhcolgoy. I like law.. I liek roman history.... I dislike judiac law and emsianic law.. although I have simlair values... its liek writing a book thought. we can all write about a blue sky, but both authors are not telling or in teh same story.... oh yeha I was denied banking / having a bank accoutn for two years. One can see it was freedom of my choice, but I was threatened while lareayd poor by the RBC employee chan guy... stating he cna charge me endless nsf, chages well and above nad beyond that ammount. I cam in and aruged hwile he yelled at me... and my concer was when will it stop 20k ? ? dollars. the ammout nto be charged was 120.. and you charged me 450 in services fees, NSF fees. so rightfully so.. so instead of being accpeted or able to operate or work in the system I am denied life. Denied miltiary employee ment. .. applied several times.... denied work since it reuiqres suddenly all these extra certificates whihc used ot be jsut exist and hten can operate in it.. but stupid migrants need ot prove they can.. So I think huh, my grandfather aiding italy.. my other one aiding philipines in advances...
Identity Attack0.10221587
Insult0.06889887
Profanity0.024951037
Threat0.025961896
Severe Toxicity0.007133484
Low Tox 0.17718399 Constructive 0.663
Oct 30, 2025 IRCC Names India in Study …
I don't believe it, I think it's all for show. Canadian companies are too addicted to cheap foreign labour
I don't believe it, I think it's all for show. Canadian companies are too addicted to cheap foreign labour
Identity Attack0.13805299
Insult0.06512285
Profanity0.018597418
Threat0.0065633263
Severe Toxicity0.00289917
Low Tox 0.17631748 Moderate Con 0.333
Dec 29, 2025 1 likes Deportations From Canada at Their …
I am shocked at the fact there are more dislikes than likes when the CBC provides facts and so many people say they are lies, and others agree! The negative sentiments about refugees and immigrants …
I am shocked at the fact there are more dislikes than likes when the CBC provides facts and so many people say they are lies, and others agree! The negative sentiments about refugees and immigrants are getting louder and people are happy to call fellow human beings “them”. They insinuate this is a huge burden, when the fact is we benefit from migration. It seems people think Canada will be over run by people from a foreign land, take all the resources and eliminate people born here, but that’s only happened once, when the British and the French arrived 400 years ago.
Identity Attack0.10221587
Insult0.0816321
Profanity0.020442016
Threat0.013476364
Severe Toxicity0.0051116943
Low Tox 0.17371799 Constructive 0.765
Aug 14, 2019 1 likes How much do refugees and …
thank you tyler for covering this topic i live in canada ottawa. living here is a nightmare now thinking about moving to a more nationalist country
thank you tyler for covering this topic i live in canada ottawa. living here is a nightmare now thinking about moving to a more nationalist country
Identity Attack0.10221587
Insult0.0638991
Profanity0.018187506
Threat0.00789674
Severe Toxicity0.0035858154
Low Tox 0.16851899 Constructive 0.542 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
you can't believe anything this mouthpiece propaganda CTV news says about it, I don't think anything is true anymore,
you can't believe anything this mouthpiece propaganda CTV news says about it, I don't think anything is true anymore,
Identity Attack0.006363631
Insult0.0808917
Profanity0.02836696
Threat0.007068211
Severe Toxicity0.0026130676
Low Tox 0.16765249 Low Con 0.193 Meta_Commentary
Dec 27, 2025 Deportations From Canada at Their …
8:20, That guy says what everyone else is thinking lol
8:20, That guy says what everyone else is thinking lol
Identity Attack0.012641981
Insult0.04207976
Profanity0.07047026
Threat0.0101363575
Severe Toxicity0.0064849854
Low Tox 0.16591948 Moderate Con 0.327 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Free plane ride home for these people during winter time, it's cool they'll be back in the spring. The Authoritative powers that govern over many government bodies think work should be a place to hire …
Free plane ride home for these people during winter time, it's cool they'll be back in the spring. The Authoritative powers that govern over many government bodies think work should be a place to hire friends and family and let them mess and around do whatever they want while they are at work and be totally corrupt this is a joke and when you people learn how to do things properly maybe there will be some order around here. Your supervisor should be respected and feared not some person asking for some of your paycheck and sexual favors from his co workers what kind of place are you people running? Hire a person that will fire all these clowns and find people that do exactly as they are told that they have no familial ties with this system is totally Nepotistic.
Identity Attack0.004994711
Insult0.10294484
Profanity0.021466793
Threat0.0074954215
Severe Toxicity0.0022125244
Low Tox 0.165053 Moderate Con 0.405
Dec 25, 2025 Deportations From Canada at Their …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? Not understanding why people say that to them. Folks, the Trudeau/Carney Gov was the problem all along. Trudeau's campaign on bringing 500,000 a year made this a field day for everyone around the world... Furthermore the campaigns they would have in other countries to literally sell the idea for them to apply to become an immigrant in Canada. The libs are 100% responsible for what is happening now... For me to tell an immigrant, the he/she is not wanted here is not relevant... The government sold them the pitch to come here for a better life.... Trudeau allowed other loopholes to happen too.... Migrants through applying to colleges and universities, migrants through the liberal foreign work program and the list goes on. Now we have a problem and everyone sees it.... The question is what do we do as Canadians... I exercised my vote for blue...but we still had a majority of liberal supporters which was not just surprising but it seemed that people think Conservatives are bad people who are racist and want to follow trumps steps... i begged to differ.... I think what many of us are aiming for is a cleaning up of liberal policies... And stop immigration from ALL PLACES. Allow Canada to re-coop, reestablish and redevelop what it always was.
Identity Attack0.10221587
Insult0.06984934
Profanity0.02167175
Threat0.007909686
Severe Toxicity0.0043296814
Low Tox 0.165053 Constructive 0.776
Sep 8, 2025 Why Canadians Are Turning Against …
Hadnt been to Canada for 8 years, but was in Calgary this fall and I think I was the only white person in Tim Hortons
Hadnt been to Canada for 8 years, but was in Calgary this fall and I think I was the only white person in Tim Hortons
Identity Attack0.18313584
Insult0.029163294
Profanity0.023106437
Threat0.008349842
Severe Toxicity0.0041770935
Low Tox 0.1641865 Moderate Con 0.467
Jan 27, 2026 Inside Canada's Indian Invasion...
Great news for Canada! India has made major trade deals with the EU and the US. I think Indians won't care about Canada anymore.
Great news for Canada! India has made major trade deals with the EU and the US. I think Indians won't care about Canada anymore.
Identity Attack0.18468912
Insult0.033901088
Profanity0.01764096
Threat0.0078449575
Severe Toxicity0.0031280518
Low Tox 0.16331999 Moderate Con 0.462 Comparative_Framing
Feb 3, 2026 Inside Canada's Indian Invasion...
You, Canadians, should've thought of all this when you opened your doors to every Indian, Pakistani, Bangladeshi and so on! It's not too late to stop this wave, though. The problem is unlike what you …
You, Canadians, should've thought of all this when you opened your doors to every Indian, Pakistani, Bangladeshi and so on! It's not too late to stop this wave, though. The problem is unlike what you think Canada is not democracy! Democracy, Human Rights, Inclusion, Multi-Culturalism, etc., are all the terms and phrases that Governments have created and defined them they way them wanted them and for their own benefits to generate more revenue and care less about their own people!
Identity Attack0.16587129
Insult0.04852104
Profanity0.013780965
Threat0.0069646453
Severe Toxicity0.004005432
Low Tox 0.16331999 Constructive 0.515
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Last winter I saw with my own eyes a couple of immigrants between the ages of 50 and 60, along with a priest, bring an urn containing the ashes of a dead person and throw …
Last winter I saw with my own eyes a couple of immigrants between the ages of 50 and 60, along with a priest, bring an urn containing the ashes of a dead person and throw it into the river... The problem is that we drink this water, so what do you think?
Identity Attack0.10221587
Insult0.03136692
Profanity0.018597418
Threat0.055270568
Severe Toxicity0.0064468384
Low Tox 0.16331999 Moderate Con 0.485
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such …
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such as canada it is more easy to have a good living with less efforts and less education. Therefore they prefer moving out of country than working hard in there own country. And in the case of Brampton they saw an opportunity and demand for businesses and workforce so they grabbed there opportunity. Because at that time there was not much going on in Brampton when indians started immigrating . So you can say indians are the reason Brampton has grown gradually. But i do think now it is too crowded and people haven't stopped coming. Now there are no requirements as such. So that is why more useless indians are moving in canada nowadays.
Identity Attack0.17226285
Insult0.061101943
Profanity0.018802373
Threat0.006977591
Severe Toxicity0.004119873
Low Tox 0.16158698 Constructive 0.663 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
they are not canadians and never will be. im tired of people trying to claim an identity that doesn't belong to them. I have this country in my blood, and they think they're just like …
they are not canadians and never will be. im tired of people trying to claim an identity that doesn't belong to them. I have this country in my blood, and they think they're just like me
Identity Attack0.11744241
Insult0.04149419
Profanity0.01627459
Threat0.0069387536
Severe Toxicity0.0032043457
Low Tox 0.16158698 Moderate Con 0.41
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I don’t know any Canadians that think the immigration is good. Only non Canadians want more non Canadians. French outlets don’t know about that because France isn’t French anymore.
I don’t know any Canadians that think the immigration is good. Only non Canadians want more non Canadians. French outlets don’t know about that because France isn’t French anymore.
Identity Attack0.16587129
Insult0.036325075
Profanity0.013712646
Threat0.0065956907
Severe Toxicity0.0034332275
Low Tox 0.16043124 Moderate Con 0.386 Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
tell that hick to review our CRA statements if he thinks we don't pay taxes hahaha
tell that hick to review our CRA statements if he thinks we don't pay taxes hahaha
Identity Attack0.004643231
Insult0.08484049
Profanity0.030639706
Threat0.007417747
Severe Toxicity0.0030326843
Low Tox 0.15987846 Moderate Con 0.302 Humor_Satire
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Can ANYONE and I mean ANYONE (preferably muslim) please tell me why ZERO of the rich wealthy countries arouns Syria didn't take any people in at all.The news and media don't even want to talk …
Can ANYONE and I mean ANYONE (preferably muslim) please tell me why ZERO of the rich wealthy countries arouns Syria didn't take any people in at all.The news and media don't even want to talk about it. I think its an honest question to ask and the media doesn't like it at all.It is good to help people and us Canadians love to talk about it but can't or don't want to admit that we can't even take care of our own backyards yet alone other people.
Identity Attack0.15731181
Insult0.032689095
Profanity0.015932998
Threat0.0071588317
Severe Toxicity0.0036239624
Low Tox 0.15987846 Constructive 0.696
Nov 30, 2018 1 likes How much do refugees and …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over other cities its when it became a little too much and started to take over canadian culture. I had a friend visit from the u.s for the very first time, and we did some sight seeing, you know going to places around ontario that tourists would check out, went to niagra falls for the first time in maybe 10 years man it changed. It was 90% Indian people. She noticed it right away but didnt say anything, i said a lot of indians huh? and she said yeah didnt think canada was like this. When you think Canada its always been mulicultural, you just think of all ethnicities and people of different cultures but at the end of the day everyone was Canadian and they assimilated. Now you dont think of a multicultural country you think of an indian country thats changing the canadian culture and way of life and not in a good way. Identity is being taken away and it needs to stop. Canada needs to take notes from Poland before its too late. Poland closed their doors and guess what? economy went up, crime rate went down, people are happier. Canada opened the doors, crime rate shot up, economy crashing, more homelessness then ever and so on. Not saying its specifically Indian people, its the amount coming in and how they adopt canadian culture but instead bring their culture and trye changing the country to fit them rather then fitting in with an already established country and culture.
Identity Attack0.06567776
Insult0.07935401
Profanity0.026590679
Threat0.007353018
Severe Toxicity0.004005432
Low Tox 0.15987846 Constructive 0.758
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I think bro on the bike will be the mascot of future Liberals vs Conservatives civil war
I think bro on the bike will be the mascot of future Liberals vs Conservatives civil war
Identity Attack0.04435511
Insult0.03710241
Profanity0.027410502
Threat0.054947287
Severe Toxicity0.0052261353
Low Tox 0.15987846 Low Con 0.217 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
India is a commonwealth country the same a Canada. They speak English. This has something to do with immigration from India. It’s interesting to see that immigrants from Poland think they are superior immigrants.
India is a commonwealth country the same a Canada. They speak English. This has something to do with immigration from India. It’s interesting to see that immigrants from Poland think they are superior immigrants.
Identity Attack0.17925262
Insult0.04032305
Profanity0.01442999
Threat0.0064985976
Severe Toxicity0.0029754639
Low Tox 0.15987846 Moderate Con 0.37
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I don’t even think I can watch this because it makes me so angry and emotional. Our med will be fighting these guys one day.
I don’t even think I can watch this because it makes me so angry and emotional. Our med will be fighting these guys one day.
Identity Attack0.010581387
Insult0.030485468
Profanity0.028230323
Threat0.12382901
Severe Toxicity0.004463196
Low Tox 0.15932569 Moderate Con 0.49 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm no expert, but it's obvious that mass immigration is detrimental to any country. Years ago, Canada seemed like a dream country, but in the last few years, it looks like the homelessness, crime etc. …
I'm no expert, but it's obvious that mass immigration is detrimental to any country. Years ago, Canada seemed like a dream country, but in the last few years, it looks like the homelessness, crime etc. has increased and the housing prices are insane. I have a Sikh friend who lived there for about 5 years but moved back to India due to the high cost of living and quality of life there going downhill. He has a much better, low stress life back home. I think there should be stricter measures to immigration. For example: Let doctors, nurses, engineers, lawyers in more easily, but those that are coming as students and going to work as cashiers, should be limited.
Identity Attack0.10221587
Insult0.06921569
Profanity0.028913507
Threat0.007974415
Severe Toxicity0.0043296814
Low Tox 0.1587729 Constructive 0.826 Policy_Critique
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Is the bike guy an actor, just pretending he’s being racist? I do think “freedom of expression” should have limits.
Is the bike guy an actor, just pretending he’s being racist? I do think “freedom of expression” should have limits.
Identity Attack0.0543092
Insult0.06652143
Profanity0.021466793
Threat0.0074824756
Severe Toxicity0.0031471252
Low Tox 0.1587729 Moderate Con 0.335 Question
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.