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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: "It is so weird to …" 67 comments · Page 2 of 3
“It’s strange how these videos often show one group giving speeches and another making videos, but the blame keeps getting pushed onto brown immigrants. Why are we being singled out? Canada’s struggles are about wages, …
“It’s strange how these videos often show one group giving speeches and another making videos, but the blame keeps getting pushed onto brown immigrants. Why are we being singled out? Canada’s struggles are about wages, housing, and fairness—not about race. We should stop ganging up on each other and start working together for solutions.” Very weird this is the second video. It’s a trending targeting brown people stop it.
Identity Attack0.38185352
Insult0.08459369
Profanity0.03389629
Threat0.010913103
Severe Toxicity0.008163452
Moderate 0.30993456 Constructive 0.714
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Very poor show. You shouldn't have shown the guy's face. No one was ever going to stab you You were never in any danger. Doing weird camera angles playing a loud heartbeat and dangerous music …
Very poor show. You shouldn't have shown the guy's face. No one was ever going to stab you You were never in any danger. Doing weird camera angles playing a loud heartbeat and dangerous music doesn't make it dangerous.. But they putting all that effort for you and gave you a place to stay and you didn't pay them a penny.
Identity Attack0.006881601
Insult0.13245803
Profanity0.04516909
Threat0.13815513
Severe Toxicity0.010910034
Moderate 0.30716252 Constructive 0.58
Jan 27, 2026 Inside Canada's Indian Invasion...
last year i went to brampton and got inside the bus. i was the only white in a packed bus and aall the indians were looking at me up and down till i got off, …
last year i went to brampton and got inside the bus. i was the only white in a packed bus and aall the indians were looking at me up and down till i got off, i will never forget how weird that was
Identity Attack0.37655997
Insult0.082866095
Profanity0.117874645
Threat0.01940071
Severe Toxicity0.013801457
Moderate 0.30514878 Moderate Con 0.456 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
It's weird I'm native live on Rez.... Weirdo when asked him if feels like a stranger In his own country......... Very weird
It's weird I'm native live on Rez.... Weirdo when asked him if feels like a stranger In his own country......... Very weird
Identity Attack0.11512129
Insult0.21135417
Profanity0.08775374
Threat0.00713294
Severe Toxicity0.0075912476
Moderate 0.30464804 Moderate Con 0.486 Identity_Assertion
Feb 17, 2026 Inside Canada's Indian Invasion...
ur weird Tyler
ur weird Tyler
Identity Attack0.012240025
Insult0.30326313
Profanity0.096805766
Threat0.0063367756
Severe Toxicity0.0062561035
Moderate 0.30136615 Moderate Con 0.394 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
she is tied of being colonizer funny she should say that theindigneousppl of canada are tired of the deniers who have ived here longer then you have by tens of thousands of yrs ...and it …
she is tied of being colonizer funny she should say that theindigneousppl of canada are tired of the deniers who have ived here longer then you have by tens of thousands of yrs ...and it weird she us making statments that mirrored the indognrous ppl yrs ago ...whwen they was purposefulyl genocided .she needs to remember they are the onl true natives to this land ... henc why they are called native american ...so if she is offended they say such thing..its not them being offensie it them bring factual awareness that others dontlike
Identity Attack0.17614605
Insult0.23704576
Profanity0.040910475
Threat0.01508414
Severe Toxicity0.010528564
Low Tox 0.2853768 Constructive 0.655
Aug 28, 2025 Why Canadians Are Turning Against …
This is a weird video I heard a lot of racist stuff and all of the complaints people have seem to be government, municipal or regulation issues yet no one said it so ....
This is a weird video I heard a lot of racist stuff and all of the complaints people have seem to be government, municipal or regulation issues yet no one said it so ....
Identity Attack0.10221587
Insult0.071750276
Profanity0.080318145
Threat0.008919456
Severe Toxicity0.010299683
Low Tox 0.27750343 Moderate Con 0.474 Meta_Commentary
Feb 17, 2026 6 likes Inside Canada's Indian Invasion...
WEIRD PEOPLE PROUD HIS CULTURES COUNTRY BUT NOT DIDN'T WANT BACK TO HIS COUNTRY
WEIRD PEOPLE PROUD HIS CULTURES COUNTRY BUT NOT DIDN'T WANT BACK TO HIS COUNTRY
Identity Attack0.18313584
Insult0.06889887
Profanity0.048175167
Threat0.0077154995
Severe Toxicity0.008583069
Low Tox 0.27047762 Low Con 0.213 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I am an Indian in Canada but the students that are coming here are js ruining the image of people who came way before, one thing is half of them are tryna get a gf …
I am an Indian in Canada but the students that are coming here are js ruining the image of people who came way before, one thing is half of them are tryna get a gf or get married so they dont have to go back to India, in fact half of them are weird to girls for some reason. I am so done with this.
Identity Attack0.2795294
Insult0.15414265
Profanity0.0913099
Threat0.00866054
Severe Toxicity0.00919342
Low Tox 0.26859093 Constructive 0.516 Personal_Narrative
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
So for all the racists cheering about this, most of the people I personally know that are being deported are from places like New Zealand and the UK. A few have weird specialized jobs that …
So for all the racists cheering about this, most of the people I personally know that are being deported are from places like New Zealand and the UK. A few have weird specialized jobs that are not going to be filled by some random college graduate. So. Good job, i guess.
Identity Attack0.18705739
Insult0.16551061
Profanity0.029460056
Threat0.007301235
Severe Toxicity0.005874634
Low Tox 0.25462922 Moderate Con 0.481 Personal_Narrative
Jan 15, 2026 2.9 million Canadian temporary visas …
there are 10 indian "students" living next door in a single family dwelling of 3 bedrooms. they share 3 cars and do uber eats delivery (and or other food delivery) around the clock -- reason …
there are 10 indian "students" living next door in a single family dwelling of 3 bedrooms. they share 3 cars and do uber eats delivery (and or other food delivery) around the clock -- reason i know this is because they often pull into my drive way during ungodly hours for extended period of time and triggers my surveilance camera (aimed only at my drive way set to trigger more during night times for movements and noise), since they just park there, and blast music so loud 100 feet radius ground is shaking, the surveillance cam picks up their shift change all the time. i did try to go over twice to voice my concern, and guess what, they either dont speak english or pretend to not speak english. ok i guess. and the reason they park on my drive way is because, well, they dont shovel theirs. lol. so its easier to just use my drive way and walk to their side door. but hey i mean good for them for making a living. but its just weird and disrespectful. and i have to worry about salting my own fking drive way because if they fall, they can sue the shit out of me and i cant complain about their trespassing. bless the canadian law. so i guess for me. they dont bug me, except the fact they just use my drive way because its convenient for them, and the blasting of music middle of the night. lol also i stopped going to tim hortons a few years ago after a few consecutive diarrhea immediately after morning coffee visits. good times
Identity Attack0.23770751
Insult0.089778624
Profanity0.069969244
Threat0.019573374
Severe Toxicity0.009994507
Low Tox 0.23812068 Constructive 0.68 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
So you're one of those people who talk in a weird accent when conversing with people who are foreign or who speak a different language. So bizarre and weird that you can't just talk in …
So you're one of those people who talk in a weird accent when conversing with people who are foreign or who speak a different language. So bizarre and weird that you can't just talk in your normal accent.
Identity Attack0.030691283
Insult0.16780703
Profanity0.024541125
Threat0.006045496
Severe Toxicity0.00333786
Low Tox 0.23271075 Low Con 0.298 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
8:35 witch is weird to me because i thought AI was going to take over most jobs
8:35 witch is weird to me because i thought AI was going to take over most jobs
Identity Attack0.026408968
Insult0.06953252
Profanity0.104876526
Threat0.013010317
Severe Toxicity0.008544922
Low Tox 0.23271075 Low Con 0.249
Aug 29, 2025 Why Canadians Are Turning Against …
I can't tell if half of these comments are watching the same video as me. I understand there are issues with Canada's current immigration policies and certainly, purely by numbers, there are a lot of …
I can't tell if half of these comments are watching the same video as me. I understand there are issues with Canada's current immigration policies and certainly, purely by numbers, there are a lot of immigrants moving to Canada, but I'm genuinely convinced the people in the comments watched the first half of the video and then turned it off. So many weird comments, ranging from "they're bad drivers!" to "I moved away from Brampton because of this problem" (what problem?? Indian people??). In the second half of the video, all three of the religious buildings they entered had extremely kind-hearted people, with free food for ANYONE to enjoy. Again I understand things aren't perfect, but it would seem a lot of people are using "immigration policies are allowing immigrants in too fast" to justify their hatred of Indian people.
Identity Attack0.20878418
Insult0.08831572
Profanity0.053435806
Threat0.0076119336
Severe Toxicity0.0060653687
Low Tox 0.22980402 Constructive 0.81 Meta_Commentary
Sep 20, 2025 57 likes Inside Canada's Indian Metropolis (Brampton)
Canadians have a weird obsession with indians. Justin Trudeau and Mark Carney have brought a million indians as tfws, international students, and permanent residents every year in the last 10 years.
Canadians have a weird obsession with indians. Justin Trudeau and Mark Carney have brought a million indians as tfws, international students, and permanent residents every year in the last 10 years.
Identity Attack0.2803029
Insult0.061101943
Profanity0.015557245
Threat0.00675104
Severe Toxicity0.003929138
Low Tox 0.21241048 Moderate Con 0.332
Dec 14, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Which is why every store you walk into today, looks like you're in a third world nation. And for some weird reason, they ALWAYS vote Liberal.
Which is why every store you walk into today, looks like you're in a third world nation. And for some weird reason, they ALWAYS vote Liberal.
Identity Attack0.13805299
Insult0.0817555
Profanity0.016616182
Threat0.006317357
Severe Toxicity0.004673004
Low Tox 0.20705862 Low Con 0.26
Jun 19, 2025 3 likes How Canada broke its immigration …
Bringing that weird culture and religion to another country, that’s gotta be tough to see
Bringing that weird culture and religion to another country, that’s gotta be tough to see
Identity Attack0.20483385
Insult0.060752302
Profanity0.035900343
Threat0.007870848
Severe Toxicity0.005760193
Low Tox 0.20172562 Low Con 0.28 Identity_Assertion
Jan 23, 2026 Inside Canada's Indian Metropolis (Brampton)
Amazing how ‘individual behaviour’ magically becomes ‘Indian/Punjabi behaviour’ here. Every society has issues like addiction, crime, hate. Weird how only one group gets blamed on the internet.
Amazing how ‘individual behaviour’ magically becomes ‘Indian/Punjabi behaviour’ here. Every society has issues like addiction, crime, hate. Weird how only one group gets blamed on the internet.
Identity Attack0.19100772
Insult0.07745308
Profanity0.028230323
Threat0.008259222
Severe Toxicity0.005378723
Low Tox 0.20149297 Moderate Con 0.384 Moral_Argument
Jan 29, 2026 5 likes Inside Canada's Indian Invasion...
Seeing these videos as a Canadian is always very weird. "Guys, I went to Brampton and everyone was Indian!" guys, I went to the Apple store and all they had was Apple products
Seeing these videos as a Canadian is always very weird. "Guys, I went to Brampton and everyone was Indian!" guys, I went to the Apple store and all they had was Apple products
Identity Attack0.22261032
Insult0.05027775
Profanity0.034146797
Threat0.006576272
Severe Toxicity0.005455017
Low Tox 0.19694418 Moderate Con 0.43
Oct 30, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
The host must not live here in Canada 😳🧐 weird argumentative biased tone
The host must not live here in Canada 😳🧐 weird argumentative biased tone
Identity Attack0.061130337
Insult0.082866095
Profanity0.012687869
Threat0.007094103
Severe Toxicity0.0029182434
Low Tox 0.18269104 Low Con 0.229 Meta_Commentary
Feb 24, 2026 18 likes 'We do know that there's …
As a First Nation member to treaty 7, it so bad on some reserves that East Indians are trespassing on the reservation and try to give anyone a ride/kidnapped to who knows where. They mainly …
As a First Nation member to treaty 7, it so bad on some reserves that East Indians are trespassing on the reservation and try to give anyone a ride/kidnapped to who knows where. They mainly target indigenous women and children. I know that a member from the community shot at one that was trespassing on reserve land we have weird Municipal laws so the guy who shot didn’t get charged
Identity Attack0.10221587
Insult0.047935467
Profanity0.023652986
Threat0.13279422
Severe Toxicity0.007972717
Low Tox 0.18079062 Constructive 0.656 Unverified_Claim
Jan 27, 2026 13 likes Inside Canada's Indian Invasion...
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 …
Yea, but the immigrant ( all races) kids get far better grades in school, and that generation pays 30% tax every year of their 100k salary... They're the ones that gonna take this country into …
Yea, but the immigrant ( all races) kids get far better grades in school, and that generation pays 30% tax every year of their 100k salary... They're the ones that gonna take this country into next century of technologically advanced world. Issue with economy starts with the family. If you have single parent family and social issues.. kids aren't gonna make it in this highly competitive world. Please go to Google, facebook, Microsoft. .. you'll see immigrants left right and centre. Lets face the facts, immigrant mentality is what builds a proper county. First generation immigrants are lost and weird and seems odd, second generation is the cream of the crop . Third slows down then 4th is basically are the ones complaining about the first generation. Solution is to use these people and figure out how they will help this county in the next 30 years, not tomorrow. Look at how Irish, Ukrainian, Chinese, Italian etc.. came as first gen immigrants (to this native land). Cold.. lost.. try to use their wits to survive in a colonial economy. That second generation built what we have now. Immigration is a god damn economical strategy man... Issue with homelessness, has nothing to do with immigration. Homelessness is related to addiction and mental health. Most immigrants don't suffer from homelessness because they have relatives that look after each other. 3rd generation+ Canadians (all races) lack that.. if you're 18 you are own your own, thats where that issue is with homelessness.
Identity Attack0.11860296
Insult0.047935467
Profanity0.018597418
Threat0.007870848
Severe Toxicity0.0041007996
Low Tox 0.15932569 Constructive 0.681
Mar 16, 2019 How much do refugees and …
In 2016 I went to NMSU with an Indian from Canada Jaja I told him that was weird af
In 2016 I went to NMSU with an Indian from Canada Jaja I told him that was weird af
Identity Attack0.11163961
Insult0.05262003
Profanity0.06596114
Threat0.0078449575
Severe Toxicity0.004386902
Low Tox 0.1587729 Constructive 0.547 Personal_Narrative
Feb 27, 2026 Inside Canada's Indian Invasion...
same like my country singapore, greatest country in the world too like many others, except nearly half or 43% of the people here are literally immigrants/foreign born in the last 15 years....and we arent talking …
same like my country singapore, greatest country in the world too like many others, except nearly half or 43% of the people here are literally immigrants/foreign born in the last 15 years....and we arent talking about half the population in just one town or city, the entire country is half foreign. they did not jump the border of course, but like so many of these "liberal" western wannabe countries, the government sseem to have an irresistable urge to let any tom d and harry into the country whose even remotely interested. not sure why everybody keeps praising this place.....its weird and bizzare dont u think going to another country and seeing and knowing half the people there are foreign like u.....like who goes to visit another country wanting to see foreigners? i dont go to japan or australia hoping to see nothing but foreigners.
Identity Attack0.094936445
Insult0.06459839
Profanity0.025907494
Threat0.0076119336
Severe Toxicity0.0037193298
Low Tox 0.15103401 Constructive 0.597 Comparative_Framing
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)

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.