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Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

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Active: "I am Native American. At …" 111 comments · Page 3 of 5
And so you are here, you are a Latino of Portuguese nationality who invaded the United States, which is Native American land.
And so you are here, you are a Latino of Portuguese nationality who invaded the United States, which is Native American land.
Identity Attack0.3817989
Insult0.1640896
Profanity0.068967216
Threat0.010964886
Severe Toxicity0.015673593
Moderate 0.32557452 Moderate Con 0.306 Comparative_Framing
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
History repeats itself - what Europeans did to native red Indians , is now what Indians will do to Americans 😬
History repeats itself - what Europeans did to native red Indians , is now what Indians will do to Americans 😬
Identity Attack0.38318536
Insult0.0838533
Profanity0.05543986
Threat0.018537397
Severe Toxicity0.015221698
Moderate 0.32182294 Low Con 0.265
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to …
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to go to America too? Why does the colour of their skin matter to you? Do you really believe that all your ancestors who came to America from different countries didn’t bring their culture with them? And don’t you think that all these different cultures shaped America into what it is today? I am not American, and I would never leave my country for America. As an outsider, it feels strange to watch Americans portray other people—who want to immigrate to the country just like your own ancestors did—as inferior. In my eyes, you are exactly the same, no one is better than the other. It surprises me that a country like America shows hostility toward others who, just like them, are immigrants. And then you go to a other country with that very same mindset. No matter if Canada or America, remember that your not a native, so why judge people so hard, for trying to do the same thing like you did. You are not a native either.
Identity Attack0.36702603
Insult0.16195811
Profanity0.05243378
Threat0.008919456
Severe Toxicity0.012833111
Moderate 0.31963667 Constructive 0.763 Moral_Argument
Feb 8, 2026 Inside Canada's Indian Invasion...
Waiting for episode of invasion England and Germany by native American ❤❤❤❤❤
Waiting for episode of invasion England and Germany by native American ❤❤❤❤❤
Identity Attack0.30103904
Insult0.06687108
Profanity0.078378424
Threat0.08396416
Severe Toxicity0.023076924
Moderate 0.30539915 Low Con 0.274 Humor_Satire
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
Your know the white man is not native to the American continent right ?
Your know the white man is not native to the American continent right ?
Identity Attack0.36702603
Insult0.076502606
Profanity0.050930742
Threat0.008556974
Severe Toxicity0.010223389
Moderate 0.30136615 Low Con 0.23 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
If you Indian in USA through chambers of commerce- you could apply to get hotel or gas stations in payments . Indians not privileged then native Americans in USA
If you Indian in USA through chambers of commerce- you could apply to get hotel or gas stations in payments . Indians not privileged then native Americans in USA
Identity Attack0.3758158
Insult0.09563028
Profanity0.048175167
Threat0.024235269
Severe Toxicity0.014188796
Low Tox 0.29953843 Moderate Con 0.372 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Since when did white Europeans assimilate to native American culture?
Since when did white Europeans assimilate to native American culture?
Identity Attack0.36803186
Insult0.06634661
Profanity0.068967216
Threat0.008505191
Severe Toxicity0.010375977
Low Tox 0.29405528 Low Con 0.204
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
If I was an indigenous “Native (North) American” I’d be ashamed and furious at how brainwashed (by the tribe of Israel) the modern yt person is to just give back the land that my ancestors …
If I was an indigenous “Native (North) American” I’d be ashamed and furious at how brainwashed (by the tribe of Israel) the modern yt person is to just give back the land that my ancestors bled for and lost to any random brownoid from any corner of the globe. We won this land after conquest and we should respect it and ourselves by keeping it traditional to our culture.
Identity Attack0.28034934
Insult0.16480011
Profanity0.0913099
Threat0.010421164
Severe Toxicity0.011062622
Low Tox 0.28857216 Moderate Con 0.489 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
200-300 years ago: Britishers entered Canadian Land Which was inhabited by Native Indeginous Tribes and civilizations Britishers destroyed and genocided Native civilizations, culture and their language Populated USA and Canada with their own white people …
200-300 years ago: Britishers entered Canadian Land Which was inhabited by Native Indeginous Tribes and civilizations Britishers destroyed and genocided Native civilizations, culture and their language Populated USA and Canada with their own white people Converted American and Canadian lands into English lands Both nations were established as immigrant countries Whites took over natives 40-50years ago: Indians entered Canadian and American white Land. Which was inhabited by White british and jewish people. Now are Populating USA and Canada with their own south asian people Converted American and Canadian white lands into South Asian Indian lands Both nations were established as immigrant countries Brown took over whites Whites: Day without hypocrisy is day wasted😂😂
Identity Attack0.36733335
Insult0.123407245
Profanity0.0715894
Threat0.04524883
Severe Toxicity0.014317908
Low Tox 0.2854869 Moderate Con 0.307
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
ONLY 5% NATIVE AMERICANS LEFT 😂 ITS YOUR LAND
ONLY 5% NATIVE AMERICANS LEFT 😂 ITS YOUR LAND
Identity Attack0.27798235
Insult0.06984934
Profanity0.057443913
Threat0.010576514
Severe Toxicity0.013414118
Low Tox 0.27975297 Low Con 0.14 Moral_Argument
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
All the European origin people complaining about immigrants in what used to be a native American land 😂
All the European origin people complaining about immigrants in what used to be a native American land 😂
Identity Attack0.28622448
Insult0.077136256
Profanity0.04592061
Threat0.008039144
Severe Toxicity0.0076675415
Low Tox 0.2763787 Low Con 0.202 Humor_Satire
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about the illigal immigrants and I totally agree that all the illigal immigrants should not only be deported but should also be punished strictly and I get it that it's frustrating that people are not following the rules or people are doing bad stuff there but the thing is not only the content but also the intent behind the making and releasing this video, you could have mentioned illigal immigration but you choose to use words like Indian invasion and giving a name to a specific event would cause racism and hate towards the community as well as for the country, The way you showed the clips of specific people showing middle finger in cars I can show a tons of videos of native candains doing the same thing but then it's morally wrong because everyone's not same, same way just check out there's a lot of people who does bad things in public who are the citizens of Canada and who are doing bad stuff, imagine I make a video saying that "The stupid canadians who doesn't follow rules" that video will also show partial truth of some Canadians doing stupid things but associating Canada's name would spread racism against them which is wrong, same way you could've made a video on illigal immigrants who came from india but you choose to get more engagement by using racist terms and things which will make people think that all indians are same, in conclusion I just want to say that in america the highest earners are American-indians and I really thank us government for giving opportunities to them but they not only worked hard for those opportunities but they also worked more then the Americans to get to the top, if the America would have a better person to be the ceo of Google then sundar pichai must have been in india but since he's the best he's at the top same way every american-indian or legal immigrants not only worked hard to get there but also worked more to reach where they are, YOU HATE US, CAUSE YOU AIN'T US. (If you have talent skills and passion come to India and try to become ceo of Reliance industries or TATA group and if you really manage to do it I will not only say sorry but I will myself get all the Indians out of Canada) ✌️♌
Identity Attack0.27991617
Insult0.16337912
Profanity0.07514556
Threat0.058826666
Severe Toxicity0.014382465
Low Tox 0.27525392 Constructive 0.818 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Invasion...
Native red India's ✅ Americans ❌
Native red India's ✅ Americans ❌
Identity Attack0.2964622
Insult0.083359696
Profanity0.08904689
Threat0.013217449
Severe Toxicity0.016641939
Low Tox 0.27412915 Low Con 0.229 Comparative_Framing
Feb 13, 2026 Inside Canada's Indian Invasion...
Good journalism, both sides being presented here, the reasons why it happened, the stereotypes. While I don't really have a strong opinion about Brampton being mostly Indians, I do have an opinion that Canadians should …
Good journalism, both sides being presented here, the reasons why it happened, the stereotypes. While I don't really have a strong opinion about Brampton being mostly Indians, I do have an opinion that Canadians should condemn other areas as well that are majority of immigrants. Vaughn area is filled with Chinese people no one makes a fuss about it. They ain't speaking english, they aint serving American junk food everywhere, yet Indians are a problem. The community has vices, but justifying xenophobia with that is awful. European descendant people came here and took over native Canadians. Can't think how it must've felt for them. That was unarguably way worse than the current immigration system. My point being its a problem against a specific community is not really being uncomfortable for the sake of the country but purely out of spite and racism. I can see the concerns but not when they stereotype every Indian.
Identity Attack0.28622448
Insult0.16868424
Profanity0.054938845
Threat0.007870848
Severe Toxicity0.007896423
Low Tox 0.26859093 Constructive 0.862
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
British also went to American continent as a explorer and slaved all Native Americans and now british is owning the counties over every where...
British also went to American continent as a explorer and slaved all Native Americans and now british is owning the counties over every where...
Identity Attack0.2772088
Insult0.086852804
Profanity0.025634222
Threat0.010602405
Severe Toxicity0.009994507
Low Tox 0.26104406 Low Con 0.274 Comparative_Framing
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canadian that spent 16 years in Japan. I went as an individual. I stayed as an individual. Married a Japanese. Came back to Canada for a pension and can't wait to leave. I were in …
Canadian that spent 16 years in Japan. I went as an individual. I stayed as an individual. Married a Japanese. Came back to Canada for a pension and can't wait to leave. I were in Japan and if I saw a group of Canadians arrive expecting Japan to change for them, I would have been severely pissed off with them. Every other country and normal immigrant that came as an individual or individual family probably thinks the same way I do. No one in any country likes to see "Mass Immigration" and even Japan these days are looking at an influx of half a million Indians and who knows how many more Africans. This will change Japan and they'll turn a good culture into their shitty culture and I'm not happy with that. I liked being one of few. Yes I had American, Canadian, Australian, Kiwi and British friends as well as Japanese friends. But we were all individuals that adopted the way of living in Japan into our everyday lives. If I go back, I don't want to be in india. It'd be like living in Brampton. What pisses me most is the attitude of that muslim guy. Yes you are out breeding us but not all majorities rule. In Malaysia, Malays rule despite being the smaller population. They have more Chinese and Indians there but they have to live under the rule of the native Malays. So you will have to do the same in Canada despite if your population is larger. You adapt to this country. The country doesn't convert to accomodate you. Individuals are key. Groups are the bane of all countries.
Identity Attack0.1769227
Insult0.16766082
Profanity0.16403814
Threat0.009048914
Severe Toxicity0.010528564
Low Tox 0.25462922 Constructive 0.767 Personal_Narrative
Sep 27, 2025 1 likes Why Canadians Are Turning Against …
Indians are people who you can trust and respect, Hindus and Sikhs especially. It’s not a problem when these communities integrate perfectly within Canada or the US. Human trafficking operations are conducted by a small …
Indians are people who you can trust and respect, Hindus and Sikhs especially. It’s not a problem when these communities integrate perfectly within Canada or the US. Human trafficking operations are conducted by a small minority who are paid to often be anti their own country of origin. Remember all the white people are actually European immigrants into the Americas, this is just an example of continuous migration of humans, some of whom conducted bad businesses, even in the beginning of the colonisation of the Americas. You call yourself the originals, but you are just immigrants as well. The Native Americans and Inuits were the originals. And yet you have nearly wiped them out. The United States of America is standing on the dead bodies of the natives! The hypocrisy when they call out new immigrants entering America and Canada!
Identity Attack0.28622448
Insult0.08212569
Profanity0.027273865
Threat0.008945347
Severe Toxicity0.00705719
Low Tox 0.25084448 Constructive 0.595 Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why …
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why is she here?". I asked if he had a problem with me and he looked at the class to tell me not to speak to him. No one said a word but looked between us in silence. I asked him again, "do you have an issue with me being here?". Again he told the rest of the Caucasian men to tell me to stop speaking to him. I said if you have a problem with me, let's step outside and one of us will walk back in. You can't accept that a Native female is in this class, pack your family up and go home. Don't think of the state's because that's mine too. The teacher walked in and he could see and sense the tension in the room. He removed the immigrant and they went out of the room. A few minutes later the instructor came in and looked at me and said he'll be taking a class with no females. His country doesn't allow females an education yet alone a trade. You're welcome to stay. I have no intention to leave, was my comment back. I'm here to learn. Decades later, I'm driving home from northeastern Quebec and on the 401 is a gas/food stop. My child and I were passed by 4 luxury sports cars. They pulled into this stop and parked across all the handicapped parking spots. Bumper to bumper across the spots. We went in and met them as we came out and met a truck driver of the same nationality. He asked "how is Canada treating you?". They smiled and said "look", motioning to their silk suits. Another pointed to their cars. And another said "they treat us like kings'!". The fourth said "Canadians are easy to play! Cowards!!" A few days later, I'm at Walmart and present my tax exempt (we pay 5% tax) but the cashier looks at it and states "you all think your so special!!" Your paying the tax like everyone else! A customer behind me yelled for management loudly. When management showed, I didn't say a word because it was the customers behind and on the side of me with complaints of the rudeness of the cashier. She was removed and manager took over transactions. Not just mine but those after me. There was another incident with my child. An immigrant (can tell by the long tunic) was trying to lure my daughter away from me. I put her in a cart and requested help from a young employee who wanted me to write a book before calling security. Another employee came over and called security immediately. By the time they found the man, he had exited the store and got into a taxi. A few weeks later at an arena where youth hockey practice was taking place, the same scenario was happening. A man in a tunic was trying to lure children away and when caught, jumped into a taxi and left the scene. To attack an adult who can defend themselves is one thing but to go after children is another. I say stricter policy on crimes are needed.
Identity Attack0.27171627
Insult0.086852804
Profanity0.17148167
Threat0.025443908
Severe Toxicity0.012283325
Low Tox 0.24763705 Constructive 0.814 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. etc. they wanna have this whole destabilization of the voting blocks so that the government can literally run wild do whatever they want. It’s funny how the “great replacement“ is said to be “deboned“ online yeah it’s literally happening right in front of our faces and our government leaders across the world are just openly saying it even in America. It’s either massive legal immigration from the left or massive H1B visa immigration from the right they literally tell you right to your face that you are either “too lazy“ or “too stupid“ to do some of these jobs meanwhile, there are millions of smart citizens who are not only ready to work, but can do the jobs that the H1B visa people and the illegal immigrants do way better especially because most of the H1B jobs are literally working at a fucking gas station and anything the illegal immigrants are doing especially jobs in construction and labor. American citizens and Canadian citizens do a way better quality job. Never believe the PSYOP of immigrants being “way better workers“ that’s literally just just a flyable objectively untrue. A wise man once said if someone is willing to cheap out on labor, then they are willing to cheap out on the job.
Identity Attack0.21075934
Insult0.08484049
Profanity0.07611542
Threat0.012492486
Severe Toxicity0.008735657
Low Tox 0.24282593 Constructive 0.644 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Anti Immigration / refugee protests on an already occupied land eradicating indigenous populations by European settlers is nothing but a joke. The mere fact your ancestors arrived here 2-3 generations back, doesn't offer entitlement as …
Anti Immigration / refugee protests on an already occupied land eradicating indigenous populations by European settlers is nothing but a joke. The mere fact your ancestors arrived here 2-3 generations back, doesn't offer entitlement as owner of the land. Do you remember how many slaves European Colonizers have killed? King Leopold, Algerian war of Independence against France, how many African slaves lost their lives to build the Congo-Ocean Railway? Spanish demolition of Aztec and Inca empire in South America, did you remember the Encomienda system?! Why did Taino people vanish on Caribbean Island?! Portuguese forced labor policies in Angola, Mozambique?? Millions of them lost lives to fight against Portuguese colonizers. Then our favorite East India Company, the British empire where Sun Never Set. They decimated India, Australian Aboriginal, New Zealand Māori and Red Indians, native Americans who migrated to America from Asia long back. How many natives' indigenous populations countries after countries, continent after continent, their father mother daughter son wife husband grandparents your ancestors have killed???? Do you have any count????? In this civilized world no Supremacists be it Right or Left wing, especially Hitler, Mussolini, Stalin like White Supremacist have no place anymore, you have done enough good for the world. You cannot justify your stand using a Charlie Kark.
Identity Attack0.1808059
Insult0.110259406
Profanity0.024062896
Threat0.021300001
Severe Toxicity0.009422302
Low Tox 0.23667802 Constructive 0.519 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
this is karma. you did it to the native americans and now it's happening to you
this is karma. you did it to the native americans and now it's happening to you
Identity Attack0.10221587
Insult0.06424874
Profanity0.039657943
Threat0.020954676
Severe Toxicity0.0075912476
Low Tox 0.23451406 Low Con 0.289
Oct 10, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many …
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many - and the blame goes on both the provincial conservatives and federal liberals. The tuition freeze in Ontario caused colleges and universities to treat foreign students as an ATM to balance their budgets. Foreign enrollments skyrocketed, especially in colleges, with students paying top dollar for dubious degrees with no job prospects. This put strains on the job market, and the housing/rental market. As an educated Indian-American who now lives in Canada, it pains me to see my fellow countrymen dominating Uber, Uber Eats, Bicycle food delivery and Tim Hortons. No one uproots everything in their home country and comes all the way for this. Most of these people are here legally and they work really hard. A last word - leaving aside the Khalistan issue that has caused a wedge between Hindus and Sikhs - the Indian diaspora, especially the Sikh, are amazing in the amount of charitable work that they do. Their concept of seva is unmatched. No one goes hungry when there is a Gurdwara around, as there is always free nutritious food. Same is true for temples. Even a young poor Steve Jobs ate at Iskcon temples. Last point - while some of Canada's problems are because of excessive immigration, Canada would be nothing without immigrants. The population would decline, with a native fertility rate of under 1.4, and entitlement programs would be in deep trouble.
Identity Attack0.14019285
Insult0.123407245
Profanity0.016752819
Threat0.007586042
Severe Toxicity0.004787445
Low Tox 0.23090743 Constructive 0.813
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
These lands belong to the native Americans (red Indians) . Stop winging and complaining about others who are doing better.
These lands belong to the native Americans (red Indians) . Stop winging and complaining about others who are doing better.
Identity Attack0.18903255
Insult0.07016616
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0044822693
Low Tox 0.22311419 Moderate Con 0.346
Nov 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I don't understand this people problem. That is not their own land. They stole from native Americans people. Now they have problem for other people coming there. Like saying we can do whatever we want …
I don't understand this people problem. That is not their own land. They stole from native Americans people. Now they have problem for other people coming there. Like saying we can do whatever we want but others can't.
Identity Attack0.17925262
Insult0.071116626
Profanity0.022013342
Threat0.008349842
Severe Toxicity0.00541687
Low Tox 0.20839658 Constructive 0.518 Moral_Argument
Feb 20, 2026 3 likes 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.