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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 have been living in …" 1,641 comments · Page 27 of 66
Canadians im coming there too, i am a British Sikh man. But i have no intentions on living in Brampton or any other densely populated city with Indians and Muslims. Canada is going to soon …
Canadians im coming there too, i am a British Sikh man. But i have no intentions on living in Brampton or any other densely populated city with Indians and Muslims. Canada is going to soon get a large influx of British Indian's, because the Muslim's are taking over the government. I plan to get out before we are prevented from leaving. BC, middle of knowhere 😍
Identity Attack0.4006267
Insult0.11616662
Profanity0.04516909
Threat0.011974656
Severe Toxicity0.014511578
Moderate 0.32128486 Constructive 0.539
Nov 18, 2025 Inside Canada's Indian Metropolis (Brampton)
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my …
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my own country and make it a better place to live and not have buch of kids or maybe not even one ❤
Identity Attack0.27991617
Insult0.086852804
Profanity0.108590275
Threat0.021127338
Severe Toxicity0.01502803
Moderate 0.32074678 Constructive 0.627 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Metropolis (Brampton)
I feel for that lady,I'm a home owner, but not for long, I lost my job due to a back injury, I went back to school for DZ and heavy equipment tickets, graduated 7 months …
I feel for that lady,I'm a home owner, but not for long, I lost my job due to a back injury, I went back to school for DZ and heavy equipment tickets, graduated 7 months ago and unable to find work, I spent all my savings, in 3 years. I saved $75,000 over my 40 years, just to lose it all to the economy we live in today. I eat once every other day. I will be homeless by winter. And I see all the immigrants wearing Gucci, driving nice cars, living the life Canadians deserve. I'm ready to burn this government to the ground. I'm about to lose everything and there's nothing I can do to save my life.
Identity Attack0.19298288
Insult0.16890354
Profanity0.07643871
Threat0.34804323
Severe Toxicity0.02167734
Moderate 0.32074678 Constructive 0.672 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
I don’t hate Indians. I just don’t want to live in India. I’m thankful I don’t live in Brampton but how long before my town turns into Brampton. Liberal government is too blame and if …
I don’t hate Indians. I just don’t want to live in India. I’m thankful I don’t live in Brampton but how long before my town turns into Brampton. Liberal government is too blame and if you voted liberal again you are as well. When conservatives were in power immigration was capped
Identity Attack0.381025
Insult0.110259406
Profanity0.06295506
Threat0.011094344
Severe Toxicity0.013672344
Moderate 0.32074678 Constructive 0.589 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
A cheater must be cheat in one way or other...you create a program,make its look so attractive and easy to take aways the best doctors,nurses and so on into your first world...you are taking best …
A cheater must be cheat in one way or other...you create a program,make its look so attractive and easy to take aways the best doctors,nurses and so on into your first world...you are taking best of them into your country both their natural resources god take bless them. You too every good they have into your country america/Europe..you make their country look like ghetto and make yours look like paradise right ?so let me ask you this question please...isnt a crime for some living in ghetto later decide to live in paradise?go to India/africa all the best of the country have run to amarica and Europe...our police are corrupt..money made for their citizens to survive they will steal it hide it in western world,buying alot of properties all over the globe... All this issue is what world leaders have to address without that immigration problem will never stop...until today i still believe the law of nature...nobody is illegal
Identity Attack0.1015541
Insult0.27763805
Profanity0.094542764
Threat0.010757755
Severe Toxicity0.010910034
Moderate 0.32074678 Constructive 0.531 Moral_Argument
Feb 15, 2026 Canada's tighter immigration policy divides …
I live close to Brampton n the Indians will not hire none Indians. Go to any Indian managed or owned Indian business they will not hire you if you aren’t Indian. They won’t speak English
I live close to Brampton n the Indians will not hire none Indians. Go to any Indian managed or owned Indian business they will not hire you if you aren’t Indian. They won’t speak English
Identity Attack0.3908055
Insult0.0818789
Profanity0.05393682
Threat0.012854968
Severe Toxicity0.01302678
Moderate 0.32074678 Moderate Con 0.473 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
This is known and yet it continues. How do we stop this?? We who have paid into everything all of our lives cant get good health care, among other things!! INSANE!
This is known and yet it continues. How do we stop this?? We who have paid into everything all of our lives cant get good health care, among other things!! INSANE!
Identity Attack0.0040327664
Insult0.32211447
Profanity0.055940874
Threat0.0076507707
Severe Toxicity0.005264282
Moderate 0.32020867 Moderate Con 0.488 Moral_Argument
Feb 17, 2026 19 likes LILLEY UNLEASHED: The fall of …
Anyone under 45 in Canada cant afford to live because of these insane policies.
Anyone under 45 in Canada cant afford to live because of these insane policies.
Identity Attack0.105836816
Insult0.28997475
Profanity0.025360947
Threat0.007340072
Severe Toxicity0.0051498413
Moderate 0.32020867 Low Con 0.294 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
i have question about the indians that lives in canada ! if the us somehow attack canada ! are the indians there will defend canda or they will run away or they will help the …
i have question about the indians that lives in canada ! if the us somehow attack canada ! are the indians there will defend canda or they will run away or they will help the american to attach the candians people there
Identity Attack0.3817989
Insult0.08459369
Profanity0.04742365
Threat0.13566011
Severe Toxicity0.015092585
Moderate 0.32020867 Low Con 0.258 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
is this indian guy serious if one person is working then the whole fammily can live off that man i dont believe it
is this indian guy serious if one person is working then the whole fammily can live off that man i dont believe it
Identity Attack0.29188538
Insult0.18107465
Profanity0.10023434
Threat0.01052473
Severe Toxicity0.015996376
Moderate 0.31963667 Low Con 0.229 Question
Oct 15, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them …
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them either make india better or live here there is no need to move out HIndus are already started birthcontrols being aware is just all we need thats it i think whites or native people are right because no one likes sudden changes !! I am also capable of moving out but i will not i think i can do something better here i can make my community better . Indians also have this some kind of invisible competetion between there extended fam. or neighbourhood which is the one of the shittiest reason of indian leaving india they think washing dishes is better then a business or farmer here . I know we have multiple problems but leaving them would not give any solution to them ,we are actually growing it takes time to be like any europian country but im sure we should not have to like them we can be better in our own we are not in a race of living better all we have to do is making our living standards better Rule No 1 Never make more than 2 children Dont do something uncivilied thing in front of them We are really good in cleaning our houses but focus on streets too( ofc this is not for all many of us are actually doing this) Dont give shit about politics too much your control should be in your hands Practice religion very well , Dont cutt off from roots Dont beileve in pathetic rituals Rivers are water sources respecting them means keep them clean as possible thats all Work on esthetics of your streets try to make your house lil similar to all and dont think of job either you can make jobs THATS ALL. In this case like if we say we dont want to tolerate illegal bangladeshis same as they NO nation wants too much people from a particular country it obviously feels like invaded Anyhow To all white people reading this May be you can found us problematic in some way but most indian are really sweet and kind by heart .
Identity Attack0.36702603
Insult0.24493282
Profanity0.092279755
Threat0.010472948
Severe Toxicity0.014447021
Moderate 0.31963667 Constructive 0.707
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and …
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and some opinions on the internet suck: The good: Cultural integration IS possible (the Indian families are more into hockey than the white families where I live), tons of cross-cultural friendships, beautiful blend of cultural celebrations, top achievers are almost always second-generation immigrants, kids are growing up to love their parents' culture while also loving Canada's, many fantastic families who engage their children well and raise them very respectfully, religious temples that will feed an amazing meal to ANYBODY who walks into them (as long as you cover your hair), low rates of family trauma (drugs, abuse, divorce, etc.), families that take care of their elders The rough: Not all families are interested in being Canadian (some families just send their kids to Indian speaking private schools, live in Indian areas, and only seem to practice Indian ways of life - what's even the point?), many Indian families retreated into their home-lives during Covid which removed their children from integration opportunities, a very small percentage of the families are absolutely TERRIBLE at parenting and treat their sons and daughters with different levels of respect, multi-family households pay a single property tax which makes the contribution per taxpayer much smaller (while social benefits are equal to anybody else), some crime such as extortion and gang activity has been imported into the country, some individuals' disregard for rules and laws (setting fireworks on Diwali in the middle of a dry, grassy field is just plain stupid), some Indian communities seem to vote blindly for their own ilk during local elections without any regard for policy or experience, LMIA immigration program has been corrupted by the nepotism of bad actors and the greed of large corporations (wages can be federally subsidized which makes it cheaper to hire immigrants than the 16 year old down the street). Many of these families were simply making good choices for their own family, so don't blame the people themselves for this - blame the government that allowed it to fester unsustainably. I'll continue to stick up for the majority of these beautiful families though - haters be darned! Watching these kids grow up gives me some hope for humanity!
Identity Attack0.2964622
Insult0.21368977
Profanity0.25915453
Threat0.008272167
Severe Toxicity0.01644827
Moderate 0.31825066 Constructive 0.786 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
If they like their indian culture and traditions so much, why do they move? Why don't they stay where they are originally from? I also live in a town that is becoming increasingly indian and …
If they like their indian culture and traditions so much, why do they move? Why don't they stay where they are originally from? I also live in a town that is becoming increasingly indian and they don't adapt... at all. To nothing. They may take up some cool western traditions like Halloween but they'll never give up not bathing, cooking on the garage floors, walking barefoot on public places, disrespecting women and belittling the lower casts. Go back if you like that so much, why move?
Identity Attack0.381025
Insult0.1669316
Profanity0.045670103
Threat0.0097738765
Severe Toxicity0.013866014
Moderate 0.31825066 Constructive 0.601 Fear_Threat
Jan 30, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change …
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change the ways we who were born and raised here are aloud to live our lives as we always have. My first job ever was tim hortons. Now im watching teens unable to gain independence unless their parents i Know someoneone who can hire them meanwhile no one can understand the person taking their order at tim hortons...Canada is to expensive now and we dont have the means to support these people anymore. Its costing us more with what they have done to our economy . Some of these people have zero care for human life ether they drive like A holes and cause accidents that cost lives. Canada is no longer a welcoming happy country. We are exhausted from busting our ass to keep a roof over our head leaving us unable to afford other things even food. Its not that they are all awful people (some are) but we CANT support them anymore we need to be able to support ourselves again !! The last 2 prime ministers are also to blame in reality. As an albertan i dont even care about anyone east of manitoba because they chose to vote this reality to life. I wanna see western canadas money stay on the west end of this country. There is a canadian divide and its time to seperate so not every canadian has to suffer for the stupidity out that way
Identity Attack0.25647953
Insult0.24928534
Profanity0.16264248
Threat0.011508608
Severe Toxicity0.015221698
Moderate 0.31825066 Constructive 0.665 Economic_Argument
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
As an immigrant myself, living in Canada for 25 years now, I hate how we keep getting newcomers who do not want to assimilate into Canadian culture. Why try to force and push the very …
As an immigrant myself, living in Canada for 25 years now, I hate how we keep getting newcomers who do not want to assimilate into Canadian culture. Why try to force and push the very culture you chose to leave? Why try to transform Canada into the same culture you walked away from? I truly do not understand these people, especially those from India and Muslim communities, who fill public streets with their old cultural rituals...
Identity Attack0.38445538
Insult0.13607834
Profanity0.023243073
Threat0.0072365063
Severe Toxicity0.008850098
Moderate 0.31825066 Constructive 0.646 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
My apartment complex was taken over by Immigrants and they hated me for making bacon and eggs in the morning they conspired against me and had me evicted I lived in a car for two …
My apartment complex was taken over by Immigrants and they hated me for making bacon and eggs in the morning they conspired against me and had me evicted I lived in a car for two weeks before I found an apartment and now my rent is higher and I can barely afford it... living in canada is going to get worse for canadian and the immigrants our taking our country they only hire their own when they get in a position of power in their line of work... and the cost of living is getting higher because the landlords know to increase rent when the international students come here
Identity Attack0.34000012
Insult0.19734058
Profanity0.049678206
Threat0.011819307
Severe Toxicity0.013607788
Moderate 0.31686464 Constructive 0.636
Aug 29, 2025 Why Canadians Are Turning Against …
This upsets me a great deal! My father was a vet, who served , And Trudeau says no money is avaiable, My dad he died ok, and you can give money to a refugee,and shaft …
This upsets me a great deal! My father was a vet, who served , And Trudeau says no money is avaiable, My dad he died ok, and you can give money to a refugee,and shaft my mother who is a widow. Shame on you ! Its true that the refugeess ,get a house,a car , etc, and yet low income Canadians who are on a waitlist get shafted for the low income housing.. We have homeless folks who suffer from Mental illness are seniors on the streets in Calgary alberta,and are waiting for a place to live . In regards to jobs , Canadian employers will hire the refugee over a Canadian because he or she will play the RACE CARD. . CBC wake up! This is the reality of what is happening !.. Folks next election vote TRUDEAU OUT!
Identity Attack0.19890837
Insult0.26957804
Profanity0.03189224
Threat0.014738814
Severe Toxicity0.011672974
Moderate 0.31686464 Constructive 0.739
Mar 5, 2018 6 likes How much do refugees and …
just last month i took a speedy to get an appointment and the dude had to call someone else to translate, how the hell can someone who cant speak/understand basic english get a canadian drivers …
just last month i took a speedy to get an appointment and the dude had to call someone else to translate, how the hell can someone who cant speak/understand basic english get a canadian drivers license and somehow he was driver a very expensive car. someone explain how that works? either be canadian or even alittle canadian just as long as ur not someone who simply lives here and has no intention of ever even understanding what it means to be canadian.
Identity Attack0.1444726
Insult0.16897665
Profanity0.29209393
Threat0.008026198
Severe Toxicity0.013349563
Moderate 0.31686464 Constructive 0.532 Policy_Critique
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
lIving in the GTA and not expecting immigrants is wild.
lIving in the GTA and not expecting immigrants is wild.
Identity Attack0.31307843
Insult0.17858955
Profanity0.044668075
Threat0.009359611
Severe Toxicity0.008659363
Moderate 0.31547862 Moderate Con 0.335
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
When the Indians wanted the English speaking colonizers to leave India the English speaking colonizers murdered them en-masse. Now they live with the colonizers on their soil and the colonizers want them to leave..
When the Indians wanted the English speaking colonizers to leave India the English speaking colonizers murdered them en-masse. Now they live with the colonizers on their soil and the colonizers want them to leave..
Identity Attack0.36942887
Insult0.13064787
Profanity0.06546012
Threat0.13815513
Severe Toxicity0.01735206
Moderate 0.31547862 Moderate Con 0.388
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
i used to live in Brampton but me and my family moved because of how dangerous the area was caused by Indians and the parks where always covered in needles or diff illegal substances and …
i used to live in Brampton but me and my family moved because of how dangerous the area was caused by Indians and the parks where always covered in needles or diff illegal substances and we where scared to drive bc of the terrible driving situation
Identity Attack0.3817989
Insult0.16751462
Profanity0.06746418
Threat0.011819307
Severe Toxicity0.013155893
Moderate 0.31547862 Constructive 0.534 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
So white people there are basically saying we came here first so it should be a white country and not an Indian country, I'd say this looks much better than some cities in the UK …
So white people there are basically saying we came here first so it should be a white country and not an Indian country, I'd say this looks much better than some cities in the UK going bankrupt because of a certain group of people that doesn't contribute and live off of government freebies only
Identity Attack0.3758158
Insult0.10440776
Profanity0.09292633
Threat0.009799767
Severe Toxicity0.012359619
Moderate 0.31547862 Constructive 0.611
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
5:19 too conservative, I think you mean to say too liberal or progressive not conservative, conservative would mean to conserve something which Canada hasn’t. Oh I forgot to blame white liberal women and the generation …
5:19 too conservative, I think you mean to say too liberal or progressive not conservative, conservative would mean to conserve something which Canada hasn’t. Oh I forgot to blame white liberal women and the generation that keeps on messing with peoples lives boomers cuz both always vote in the worst way possible.
Identity Attack0.36702603
Insult0.16780703
Profanity0.024199532
Threat0.008013252
Severe Toxicity0.0074005127
Moderate 0.3140926 Moderate Con 0.499
Aug 26, 2025 Why Canadians Are Turning Against …
Indians are so proud of India but they don't want to live there
Indians are so proud of India but they don't want to live there
Identity Attack0.3817989
Insult0.07840354
Profanity0.06395709
Threat0.012699619
Severe Toxicity0.015867263
Moderate 0.3140926 Moderate Con 0.371
Jan 27, 2026 16,509 likes Inside Canada's Indian Invasion...
I think immigrants will always looked even they own millions 😂. Live without respect that the parh these immigrants choose , I live a hard life rather than a low one .
I think immigrants will always looked even they own millions 😂. Live without respect that the parh these immigrants choose , I live a hard life rather than a low one .
Identity Attack0.34324843
Insult0.16883044
Profanity0.03990845
Threat0.0071070488
Severe Toxicity0.009231567
Moderate 0.3140926 Moderate Con 0.436 Personal_Narrative
Sep 21, 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.