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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "This is not coming from …" 1,829 comments · Page 22 of 74
The kids who are coming today are taking away our identity. Couldn't have said any better. Its the younger generation thats really pissing off not only the natives. But also the older gen immigrants.
The kids who are coming today are taking away our identity. Couldn't have said any better. Its the younger generation thats really pissing off not only the natives. But also the older gen immigrants.
Identity Attack0.38208112
Insult0.3388922
Profanity0.23857519
Threat0.011327368
Severe Toxicity0.021290002
Moderate 0.37751234 Constructive 0.627
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Come as a student, stay as an illegal citizen, exploit the system as much as they can, send out as much money as possible, destroy country, take over
Come as a student, stay as an illegal citizen, exploit the system as much as they can, send out as much money as possible, destroy country, take over
Identity Attack0.28034934
Insult0.2469859
Profanity0.06044999
Threat0.13815513
Severe Toxicity0.022452017
Moderate 0.37751234 Low Con 0.119 Unverified_Claim
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Before WATCHING the video I would like to say THERE IS NO SUCH THING AS INDIAN!! My grandfathers (both sides) were ww1 vetw and decorated ww2 vets. For ww1 and ww2 the largest VOLUNTEER army …
Before WATCHING the video I would like to say THERE IS NO SUCH THING AS INDIAN!! My grandfathers (both sides) were ww1 vetw and decorated ww2 vets. For ww1 and ww2 the largest VOLUNTEER army in WORLD HISTORY was from "India" ( created in 1947). Parts of the Ahghani mountains and Tajikstan were taken and Gurjrati Muslims were given Panjab and Gujrati Hindus the other. On the north of steeles ave from Kipling to airport Rd there was NOTHING but some farms. After over 100 YEARS IN THE NATION the Sikhs and serving in BOTH WW1 and WW2 bought the first houses and businesses in the 90's. There are about 800,000 Panjabi's in Canada vs about 2 milliom Chinese. In the 90's, when Springdale was built, Gujrati people moved to Canada influx. The character of Kumar from Harold and Kumar go to white castle, rishi Sunak, kash Patel, the people rubbing cow manure on them and other setero type are Gujrati. The Sikh religion are AGINST conversation of ANY KING. If you are Christian, the Sikh religion says to be the best Christian as possible! Ben Sapiro, the Jew, as said and his people believe that Jesus was a jealot and is burning in hell in hot feces, SEMAN, and urine. In the 90's the government of Canada STOPPED allowing Panjabi farmers to come to Canada and made way for the Gujrati HINDUS. Over 100 YEARS the Sikh, Muslim and Hindus have been in Canada and NEVER asked for special treatment. Springdale was build and FIRST SETTLED by Panjabi's, who have been in nation for over 100 years. In 1947 "India" was created, again, and parts of Afghanistan and Tajikstan was taken and created Pakistan. Where is the homeland of Panjabi people? Your grandfathers are ROLLING in their graves because of the disrespect of the Panjabi people! Go look up Sikhs in ww1 and ww2. There were 2 Sikh and Anglo-Saxson wars and Panjab was the HARDEST and LONGEST land to take (which was through betrayal and NOT battle - another story). (Stoping here - because you are retarded)
Identity Attack0.39966375
Insult0.2435641
Profanity0.16357292
Threat0.058503386
Severe Toxicity0.02604016
Moderate 0.37751234 Constructive 0.638
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
But there was high scammers coming in student visa aslmyer seekers etc illegals are illegals
But there was high scammers coming in student visa aslmyer seekers etc illegals are illegals
Identity Attack0.3043136
Insult0.38852
Profanity0.098377466
Threat0.007832011
Severe Toxicity0.012703998
Moderate 0.37751234 Moderate Con 0.332 Unverified_Claim
Jul 5, 2025 1 likes How Canada broke its immigration …
Sad to see how unintelligent majority off humanity really are so superstitious and do not follow the evidence.. How can you worship sticks and stones and other earthly materials that which you carve with your …
Sad to see how unintelligent majority off humanity really are so superstitious and do not follow the evidence.. How can you worship sticks and stones and other earthly materials that which you carve with your own hands.. Why do they worship that which does not benefit them neither can do any harm to their enemies. You leave the one and only real God Allah who created everything in the heavens and earth and worship that which depends on your own hands or tounge(superstitious stories). Please wake up and stop worshipping idols stop following blindly like blind sheep your forefathers and ancestors. They were not educated neither they were guided.. this generation is more educated and have more access to real knowledge will You Still Believe milk is green just because your ancestors used to believe that reminds me of the following verses of the Holy Quran وَإِذَا قِيلَ لَهُمُ اتَّبِعُوا مَا أَنْزَلَ اللَّهُ قَالُوا بَلْ نَتَّبِعُ مَا أَلْفَيْنَا عَلَيْهِ آبَاءَنَا ۗ أَوَلَوْ كَانَ آبَاؤُهُمْ لَا يَعْقِلُونَ شَيْئًا وَلَا يَهْتَدُونَ When it is said to them: \\Follow what Allah has sent down.\\" They say: \\"Nay! We shall follow what we found our fathers following.\\" (Would they do that!) Even though their fathers did not understand anything nor were they guided? (Al-Baqarah 2:170)" وَمَثَلُ الَّذِينَ كَفَرُوا كَمَثَلِ الَّذِي يَنْعِقُ بِمَا لَا يَسْمَعُ إِلَّا دُعَاءً وَنِدَاءً ۚ صُمٌّ بُكْمٌ عُمْيٌ فَهُمْ لَا يَعْقِلُونَ And the example of those who disbelieve, is as that of him who shouts to the (flock of sheep) that hears nothing but calls and cries. (They are) deaf, dumb and blind. So they do not understand. (Al-Baqarah 2:171) And another place in Quran (sura ambia (prophets) /) Ibrahim (Abraham) asked the idol worshippers.... 52. When he said to his father and his people: "What are these images, to which you are devoted?" 53. They said:"We found our fathers worshipping them." 54. He said: "Indeed you and your fathers have been in manifest error." 55. They said: "Have you brought us the truth, or are you one of those who play about?" 56. He said: "Nay, your Lord is the Lord of the heavens and the earth, Who created them and of that I am one of the witnesses. 57. "And by Allah, I shall plot a plan (to destroy) your idols after you have gone away and turned your backs." 58. So he broke them to pieces, (all) except the biggest of them, that they might turn to it. 59. They said: "Who has done this to our aliha (gods)? He must indeed be one of the wrong-doers." 60. They said: "We heard a young man talking (against) them who is called Ibrahim (Abraham)." 61. They said: "Then bring him before the eyes of the people, that they may testify." 62. They said: "Are you the one who has done this to our gods, O Ibrahim (Abraham)?" 63. [Ibrahim (Abraham)] said: "Nay, this one, the biggest of them (idols) did it. Ask them, if they can speak!" 64. So they turned to themselves and said: "Verily, you are the Zalimun (polytheists and wrong-doers)." 65. Then they turned to themselves (their first thought and said): "Indeed you [Ibrahim (Abraham)] know well that these (idols) speak not!" 66. [Ibrahim (Abraham)] said: "Do you then worship besides Allah, things that can neither profit you, nor harm you? 67. "Fie upon you, and upon that which you worship besides Allah! Have you then no sense?" I pray to the true one and only God Allah guides us all. Ameen Love and Peace... Just to let the unintelligent Haters know , I do not come back to my comments I just write and move on and wish the BEST🌹
Identity Attack0.30103904
Insult0.39743927
Profanity0.07191269
Threat0.009981008
Severe Toxicity0.016319158
Moderate 0.37751234 Constructive 0.531
Jan 21, 2026 Inside Canada's Indian Metropolis (Brampton)
Come to Canada to become Canadian. Come to Canada to remain and turn the area into India - GO HOME!!!!
Come to Canada to become Canadian. Come to Canada to remain and turn the area into India - GO HOME!!!!
Identity Attack0.41975367
Insult0.18604483
Profanity0.028776871
Threat0.012906751
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.152 Identity_Assertion
Feb 16, 2026 Inside Canada's Indian Invasion...
This is still better than coming in big ships, spreading diseases and killing native people, and forcefully taking native peoples land and pushing them to extinction. You should be grateful Indians are not repeating white …
This is still better than coming in big ships, spreading diseases and killing native people, and forcefully taking native peoples land and pushing them to extinction. You should be grateful Indians are not repeating white people history, like history of US Canada South Africa New Zealand Australia 😅
Identity Attack0.44690517
Insult0.16883044
Profanity0.05393682
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.412 Comparative_Framing
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
5:37 where did any American get the cheek to come at someone else’s intelligence
5:37 where did any American get the cheek to come at someone else’s intelligence
Identity Attack0.2772088
Insult0.2435641
Profanity0.10425757
Threat0.0116639575
Severe Toxicity0.016125489
Moderate 0.37751234 Moderate Con 0.309 Meta_Commentary
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
02:17 exactly...why European come...why African , Latino came or Asian came.... If I come into the country I'm okay but if someone else comes to the country it's bad... No this logic is not going …
02:17 exactly...why European come...why African , Latino came or Asian came.... If I come into the country I'm okay but if someone else comes to the country it's bad... No this logic is not going to work
Identity Attack0.44690517
Insult0.14150882
Profanity0.108590275
Threat0.012751401
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.539 Moral_Argument
Nov 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Upper class????? I see them in California: ALL SCAMMERS buying BRAND NEW HOUSES!!! How come??!!!?? Cash transactions: no record, evade taxes!!!!
Upper class????? I see them in California: ALL SCAMMERS buying BRAND NEW HOUSES!!! How come??!!!?? Cash transactions: no record, evade taxes!!!!
Identity Attack0.060675595
Insult0.40420914
Profanity0.035399333
Threat0.007637825
Severe Toxicity0.008277893
Moderate 0.37751234 Moderate Con 0.372 Unverified_Claim
Feb 10, 2026 Inside Canada's Indian Invasion...
About time someone brought this to attention. I live in northern bc and they are still coming. U can tell which ones are fresh. They don't know how to use a crosswalk. So damn tired …
About time someone brought this to attention. I live in northern bc and they are still coming. U can tell which ones are fresh. They don't know how to use a crosswalk. So damn tired of it. My kid is having a hard time finding work. They took all our youths jobs.
Identity Attack0.032753747
Insult0.24903896
Profanity0.40878695
Threat0.0091524795
Severe Toxicity0.01644827
Moderate 0.37751234 Constructive 0.704 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact …
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact people from abroad and make them come in Canada, then they take their money as fees and then flash! No such college existed. And foreign people are trapped there. Also, hire qualified people with degrees like the USA does. Indians are living in USA too, but it's not such a big problem in USA BCOS of their policies. Not everyone is wrong,but make sure to punish the wrong one's. Imply tough rules on cleanliness and job hirings. Instead of banning people from these countries, imply strict regulations on them. For indians or any other communitee:- Shame on you guys, no one is saying you to leave your culture or something. It's just that be like a Canadian, give jobs to other communities too. Maintain cleanliness standards of Canada, not india or any country. Follow canadian driving rules rather then any other countries. You should be grateful for them to accept you, now you should accept them too. Thankyou.
Identity Attack0.33352965
Insult0.31740165
Profanity0.27882218
Threat0.009359611
Severe Toxicity0.02258113
Moderate 0.37751234 Constructive 0.745
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I am an Indian and i am telling you each one of them is telling you what you need to hear ( their original expression of identity comes out when they are around their own …
I am an Indian and i am telling you each one of them is telling you what you need to hear ( their original expression of identity comes out when they are around their own kind like in India the same hindu sabha will INDIRECTLY throw you out for being a lower caste or a christian or if muslim than you are done even direclty ) everyone of them is lying like every single one of them except the POLISH guy
Identity Attack0.38246045
Insult0.24835461
Profanity0.17752954
Threat0.032695748
Severe Toxicity0.023076924
Moderate 0.37694603 Moderate Con 0.435 Unverified_Claim
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking …
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking out, brothers and sisters. You are correct, I am not upset with immigrants per se, but am frustrated with how leaky and inept the government has been with their slack policies. I have been in public parks and watched as non-English speaking immigrants leave their trash littering a park! Where they do not respect personal space. I want to live with people who are interested in being Canadian and respect the cultural values and norms of Canadian citizens, NOT those who plan to come in and take over. Come on, guy who said Muslims are going to take over Canada. How well received do you thing that will be?! I have Muslim and Indian friends and they are not like this idiot.
Identity Attack0.2808415
Insult0.40243408
Profanity0.07482228
Threat0.0077154995
Severe Toxicity0.011444092
Moderate 0.37694603 Constructive 0.852 Policy_Critique
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
The problem isn't Indian people coming to Canada, its Indian people turning Canada into India...
The problem isn't Indian people coming to Canada, its Indian people turning Canada into India...
Identity Attack0.48990932
Insult0.16195811
Profanity0.028093686
Threat0.0077025536
Severe Toxicity0.014576134
Moderate 0.37694603 Low Con 0.21
Sep 18, 2025 8,055 likes Inside Canada's Indian Metropolis (Brampton)
Let them look elsewhere. I'm ok with that. Cancel those programs. So we let a student come here to get education and than end up with their whole family? So for person we need we …
Let them look elsewhere. I'm ok with that. Cancel those programs. So we let a student come here to get education and than end up with their whole family? So for person we need we get 10 we don't? This guy is delusional.
Identity Attack0.008879486
Insult0.4125297
Profanity0.03615085
Threat0.007754337
Severe Toxicity0.0043678284
Moderate 0.37694603 Moderate Con 0.488 Policy_Critique
Jan 20, 2026 4 likes Why Canada’s immigration system has …
THEY SELL ALL THE DRUGS NOW ,CHEAP PERKS AND DILLIES BULK FROM OUT EAST NOTHING REALLY COMES FROM OUT WEST NO MORE VAN CITY IM FROM WPG CND 🇨🇦THERE COKE COMES FROM OUT EAST THEY …
THEY SELL ALL THE DRUGS NOW ,CHEAP PERKS AND DILLIES BULK FROM OUT EAST NOTHING REALLY COMES FROM OUT WEST NO MORE VAN CITY IM FROM WPG CND 🇨🇦THERE COKE COMES FROM OUT EAST THEY CUT OUT EVERYONE, THEY SELL 22K FOR A WHOLE KILO, BIG DIP FROM 40K
Identity Attack0.089145996
Insult0.15627414
Profanity0.117874645
Threat0.025961896
Severe Toxicity0.023076924
Moderate 0.37576625 Low Con 0.277 Unverified_Claim
Sep 8, 2025 Why Canadians Are Turning Against …
8:37 did he just say Kerala?? Does he thinks Sikhs come from Kerala?? This guy is so blinded for views that he completely ignores how wrong he is on so many levels.
8:37 did he just say Kerala?? Does he thinks Sikhs come from Kerala?? This guy is so blinded for views that he completely ignores how wrong he is on so many levels.
Identity Attack0.13591312
Insult0.29855028
Profanity0.10116278
Threat0.012078222
Severe Toxicity0.013736901
Moderate 0.37576625 Moderate Con 0.379 Policy_Critique
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way …
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way around.
Identity Attack0.46028158
Insult0.18977246
Profanity0.02249157
Threat0.009307829
Severe Toxicity0.015802706
Moderate 0.37576625 Moderate Con 0.389 Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
What's wrong about Indians coming to America, it's their home as the indians were there in the first place before the white man came around 😂
What's wrong about Indians coming to America, it's their home as the indians were there in the first place before the white man came around 😂
Identity Attack0.44690517
Insult0.15485314
Profanity0.11601777
Threat0.011275585
Severe Toxicity0.020902663
Moderate 0.37458646 Moderate Con 0.392 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
We have been surviving without India and will do so, because Indians have come to this country and disrespected our norms, our culture and our way of life. People are tired and will no longer …
We have been surviving without India and will do so, because Indians have come to this country and disrespected our norms, our culture and our way of life. People are tired and will no longer put up with it.
Identity Attack0.45610145
Insult0.24287975
Profanity0.07643871
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.37458646 Moderate Con 0.466 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
Canadian government needs to be filled with only white and indigenous politicians. No outsiders your family must have lived in canada for 4 generations, that way they shoupd fully understand how and what canadians want …
Canadian government needs to be filled with only white and indigenous politicians. No outsiders your family must have lived in canada for 4 generations, that way they shoupd fully understand how and what canadians want and need. Plain and simple. I dont see white canadians or amaricans as politicians in any other country! Its all their own people! India, Pakistan, China and so on. Canada needs to stand strong against outsiders and new comers who think their coming here to bring there BS
Identity Attack0.43256098
Insult0.24928534
Profanity0.108590275
Threat0.010628296
Severe Toxicity0.017416617
Moderate 0.37340668 Constructive 0.522
Oct 12, 2025 IRCC Names India in Study …
Oddly, it's only white people you see on the street corner begging for money and doing the fentanyl fold. It's never Indians living in a tent not knowing where their next meal is coming from.
Oddly, it's only white people you see on the street corner begging for money and doing the fentanyl fold. It's never Indians living in a tent not knowing where their next meal is coming from.
Identity Attack0.44690517
Insult0.17486192
Profanity0.07805514
Threat0.011689849
Severe Toxicity0.015996376
Moderate 0.37340668 Moderate Con 0.366 Moral_Argument
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
If you don't like African you should know all white people come from African check your humanity history and the first civilization in the world 🌎 come from Africa. All the knowledge started in Africa. …
If you don't like African you should know all white people come from African check your humanity history and the first civilization in the world 🌎 come from Africa. All the knowledge started in Africa. African love every Body and only the weak people hate other people. Racism equal weakness. Don't Let Nobody Fool You The truth is you like or not all Human beings are equal.
Identity Attack0.38826546
Insult0.21368977
Profanity0.10549548
Threat0.020091362
Severe Toxicity0.023076924
Moderate 0.3722269 Moderate Con 0.438 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The Sikh people are pretty cool it’s the Hindus that come and don’t care about anyone
The Sikh people are pretty cool it’s the Hindus that come and don’t care about anyone
Identity Attack0.40713623
Insult0.17486192
Profanity0.1352073
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.3722269 Moderate Con 0.428
Nov 15, 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.