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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 am a muslim and …" 526 comments · Page 21 of 22
For anyone who doesn't know this already Taqiyya (or taqiyyah) is an Islamic legal, primarily Shia, concept allowing Muslims to conceal their faith or outwardly conform to a different religion when under threat of severe …
For anyone who doesn't know this already Taqiyya (or taqiyyah) is an Islamic legal, primarily Shia, concept allowing Muslims to conceal their faith or outwardly conform to a different religion when under threat of severe persecution, injury, or death
Identity Attack0.20680901
Insult0.042665333
Profanity0.07482228
Threat0.13532294
Severe Toxicity0.009155273
Low Tox 0.19939905 Moderate Con 0.409 Unverified_Claim
Jan 28, 2026 5 likes Inside Canada's Indian Invasion...
It's very unfortunate what that guy claims about Islam, I am Muslim being in canada for 15 years, I integrated very well while I respect my religion and others. What he said we do not …
It's very unfortunate what that guy claims about Islam, I am Muslim being in canada for 15 years, I integrated very well while I respect my religion and others. What he said we do not claim it being Muslims. In Rome do like the Romans. Period!
Identity Attack0.26325142
Insult0.042665333
Profanity0.01627459
Threat0.0066927844
Severe Toxicity0.0037765503
Low Tox 0.19504376 Constructive 0.85 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
It's almost like every rich Western country is sponsoring their own specific 3rd world race/ethnicity. The USA it is latinos. Europe it is Muslims. Canada it is Indians. It also seems like this entire thing …
It's almost like every rich Western country is sponsoring their own specific 3rd world race/ethnicity. The USA it is latinos. Europe it is Muslims. Canada it is Indians. It also seems like this entire thing has been orchestrated by world governments as a collective, against the people's wishes.
Identity Attack0.23467018
Insult0.039151907
Profanity0.017982552
Threat0.007262398
Severe Toxicity0.0044441223
Low Tox 0.19029272 Moderate Con 0.331
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am a Muslim woman l love my culture my religion but its not right to push your culture and religion on people's face if you wanted that you should have stayed in your country …
I am a Muslim woman l love my culture my religion but its not right to push your culture and religion on people's face if you wanted that you should have stayed in your country l came to Canada 37 years ago go now l am telling people welcome to the third world country.
Identity Attack0.17769934
Insult0.043250903
Profanity0.018119188
Threat0.007741391
Severe Toxicity0.004673004
Low Tox 0.1883923 Constructive 0.566
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
But Indians from India are not Muslims
But Indians from India are not Muslims
Identity Attack0.2783691
Insult0.054376744
Profanity0.045419596
Threat0.008686432
Severe Toxicity0.0073623657
Low Tox 0.17805049 Low Con 0.25
Dec 13, 2025 1 likes Why Canadians Are Turning Against …
Lets remember Mark Carney said this "Muslim values are Canadian values" xd
Lets remember Mark Carney said this "Muslim values are Canadian values" xd
Identity Attack0.23011416
Insult0.033680726
Profanity0.022286616
Threat0.0071070488
Severe Toxicity0.005378723
Low Tox 0.17718399 Moderate Con 0.326
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
I grew up in Brampton and I immigrated from India in the early 2000s, one thing that's not mentioned is the recent (2024) riots between Sikhs and Hindus. When I was growing up in Brampton, …
I grew up in Brampton and I immigrated from India in the early 2000s, one thing that's not mentioned is the recent (2024) riots between Sikhs and Hindus. When I was growing up in Brampton, I had friends who were Sikhs, Pakistani Muslims, Chinese Christians, Hindus, Black, and White. The Sikh seniors used to say good morning to us on the morning walks to school and everyone got along because we accepted that bringing the racial/ethnic conflict from India to Canada was wrong. Recently, there have been tensions, fights, riots, and clashes between Hindu and Sikh Nationalists because the government is not actively filtering for quality immigrants anymore and the people being lured to this country are the ones who can't understand that this is wrong. This would have been unheard of 10 years ago.
Identity Attack0.22261032
Insult0.05086332
Profanity0.02433617
Threat0.011327368
Severe Toxicity0.005531311
Low Tox 0.165053 Constructive 0.829
Sep 18, 2025 2,355 likes Inside Canada's Indian Metropolis (Brampton)
Ask that Sikh how would he feel if his city back in India was Muslim Indian majority .,,
Ask that Sikh how would he feel if his city back in India was Muslim Indian majority .,,
Identity Attack0.18705739
Insult0.061451588
Profanity0.025770858
Threat0.010654188
Severe Toxicity0.0064468384
Low Tox 0.16245349 Moderate Con 0.311
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Can ANYONE and I mean ANYONE (preferably muslim) please tell me why ZERO of the rich wealthy countries arouns Syria didn't take any people in at all.The news and media don't even want to talk …
Can ANYONE and I mean ANYONE (preferably muslim) please tell me why ZERO of the rich wealthy countries arouns Syria didn't take any people in at all.The news and media don't even want to talk about it. I think its an honest question to ask and the media doesn't like it at all.It is good to help people and us Canadians love to talk about it but can't or don't want to admit that we can't even take care of our own backyards yet alone other people.
Identity Attack0.15731181
Insult0.032689095
Profanity0.015932998
Threat0.0071588317
Severe Toxicity0.0036239624
Low Tox 0.15987846 Constructive 0.696
Nov 30, 2018 1 likes How much do refugees and …
I have ti give some context here especaly w the Punjab's and sheiks- they are a heavily persecuted community in Both india and Pakistan, there state of Punjab was split into 2 during the partition, …
I have ti give some context here especaly w the Punjab's and sheiks- they are a heavily persecuted community in Both india and Pakistan, there state of Punjab was split into 2 during the partition, and they often end up getting in the crossfire between the Muslims and Hindus sadly hence why they are eager to leave
Identity Attack0.18313584
Insult0.058475737
Profanity0.043916557
Threat0.012906751
Severe Toxicity0.0065612793
Low Tox 0.1587729 Constructive 0.734 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Mormons will take that challenge from the Muslims about being the largest religion.
Mormons will take that challenge from the Muslims about being the largest religion.
Identity Attack0.23163283
Insult0.030154925
Profanity0.027273865
Threat0.010550622
Severe Toxicity0.0043296814
Low Tox 0.15822013 Low Con 0.213 Humor_Satire
Aug 25, 2025 Why Canadians Are Turning Against …
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, …
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, ZERO $$$! Then I had to apply to get Disability Canada Pension because I can't physically work anymore.. (damaged back, head injury, I have to use a cane and knee braces to walk)! I spent my savings just surviving while being forced to fight for MY money from my own government for 5 years just to get a measly $300. a month! THAT'S IT! Luckily my spouse works , we paid off our house ten years ago! But, we still barely get by! Every person I speak to about my case with the government on the phone, can barely speak English and yell at me or are VERY impatient with me, because I can't understand THEM, they usually hang up! When I ask to please speak to someone IN Canada, they hang up, then I have to wait another hour to talk to someone else! (I went to 4 government funded agencies to see if I could possibly get a job working from home, because I have trouble getting out! All sent me somewhere else! One agency who is supposed to help disabled people in WPG, REES, the agent refused to talk to me or look me in the eye, * he got a supervisor to talk to me! Because he's Muslim and I'm Gay! They were continuously hostile/aggressive towards me without reason??? I volunteer at 2 different food banks , I've met TONS of people who have never worked a day in their lives, their family, parents, grandparents have never worked... EVER! Yet they have brand new trucks??? Still go to food banks? AND, several new Canadians who I've met, have never worked a day in Canada... Some with new cars??? Yet everyone else receives 10 times what I receive to live on??? I PAID TAXES ALL OF MY LIFE! We can't afford a car! Yet... I don't blame them! I would take it they offered! I blame our government (NDP, Libs, AND CONservatives) who don't give a crap about disabled and seniors in Canada! Or if you paid taxes all of your life , into a system that's supposed to help when you need it! ALL politicians in Canada just whore out their votes! I've volunteered for almost 40 years, also holding down jobs, helping others, I've never seen so may seniors and disabled people forced to access food banks and soup kitchens than the last few years! EVER! Disabled people have to constantly prove they are disabled enough to get kitchen scraps from sociopathic politicians who are over paid and under worked! Fees go up, taxes go up, housing goes up, property taxes go up, bus fairs go up, etc.. Services go WAY down! We can afford trillion$ in corporate welfare, but not help our own? Seniors can't afford to live in their homes anymore! YOU'RE WELCOME for paying for YOUR golden pensions pig politicians, and NOT helping us when we need it! POS!
Identity Attack0.018168874
Insult0.06858205
Profanity0.040158957
Threat0.009463178
Severe Toxicity0.005302429
Low Tox 0.15324512 Constructive 0.763 Personal_Narrative
Sep 3, 2025 1 likes Why Canadians Are Turning Against …
There have always been a few questionable people that are immigrants and refugees but it was in the early 2000s when you first started to see the foreign students and immigrants/refugees start to me more …
There have always been a few questionable people that are immigrants and refugees but it was in the early 2000s when you first started to see the foreign students and immigrants/refugees start to me more the "gimmegrant" type. They wanted sponsorship, benefits, housing, etc but didn't want to put in the work or participate and some were very dim also. It just got worse every year from 2006 I would say but with Trudeau in 2015 letting more in and telling them we have no culture spelled our doom but then you have ministers like Rempel who also like to play according to the wind. She was all about Islamophobia and supporting Muslims when convenient but now seems to want to close doors.
Identity Attack0.06704199
Insult0.07491849
Profanity0.023789622
Threat0.0071199946
Severe Toxicity0.0036811829
Low Tox 0.15213956 Constructive 0.65 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
There is no coercion, no forcing of Sharia like muslims do. Also Hindus and Sikhs offer community service. food and shelter too in times of India, irrespective of skin colour or status or religion.
There is no coercion, no forcing of Sharia like muslims do. Also Hindus and Sikhs offer community service. food and shelter too in times of India, irrespective of skin colour or status or religion.
Identity Attack0.19298288
Insult0.028832749
Profanity0.01846078
Threat0.007301235
Severe Toxicity0.0036239624
Low Tox 0.15103401 Constructive 0.522 Comparative_Framing
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in their homeland. Why would they not accept coming here if they see potential for a brighter future ? Furthermore, they don’t have pathways to citizenship offered by the government; there are no well-defined courses or integration programs designed to help newcomers become fully part of the society. Instead, they are arriving in basically what is a new India. They are welcome with open arms and new rights as Canadians, without the responsibilities that SHOULD go with it. So, the entire culprit is our Canadian government. This situation is part of a much larger, global agenda aimed at sowing division among populations to weaken national unity. The phrase _Divide et Impera_ (Divide and Conquer) highlights this tactic. The Canadian government is orchestrating this strategy, intentionally aligned with the nefarious 2030 agenda. This agenda calls to flood the White Christian Western world with massive immigration, which will erode cultural and national identities. The ultimate goal is to strip nations of their cultural and historical identities, making their populations more dependent on the State to provide a new identity. This dependency is projected to lead to the implementation of digital identification systems, biometric tracking, and other dystopian technological measures. These politicians on both sides are NOT humanists. The overarching aim is not merely human advancement but transhumanism — merging humans with technology — which is pure evil, even demonic, a plan to transform human existence radically. A plot to erase humanity as we know it. This is also the real reason and rationale behind the trans agenda. You can be whatever you want if you identify with it. Now, how about a cyborg, the singularity or what is called humankind 2.0 ? They will try to get it with WW3. The mandates will be said to be good for us, as they will procure a false sense of security in every country on Earth. They need India to go against the Muslim world. Canada has accepted this for the novus ordo seclorum of nations. You probably heard the saying that governments are NOT elected, but selected. That’s true. Our system is an illusion of democracy. They needed these far-left Liberals for these objectives and many others. Then, when it will be too much and order for the chaos, they will count on the far right to go to war. There will be two coalitions: the Western nations + Israel 🇮🇱 + some arab countries like Saudi Arabia 🇸🇦, Jordan 🇯🇴, Syria 🇸🇾 + Ukraine 🇺🇦 + India 🇮🇳 + Japan 🇯🇵 + South Korea 🇰🇷 *VS* the Arab League + Russia 🇷🇺 + China 🇨🇳 + North Korea 🇰🇵. The worst in all of that is that Freemasonry controlled both sides and their political leaders. They play on both sides, as in WW1 and WW2.
Identity Attack0.12208464
Insult0.03588435
Profanity0.025907494
Threat0.007961469
Severe Toxicity0.003490448
Low Tox 0.13388206 Constructive 0.617 Unverified_Claim
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m Muslim Indian African, but I agree with the bike guy
I’m Muslim Indian African, but I agree with the bike guy
Identity Attack0.11047905
Insult0.03312982
Profanity0.049427703
Threat0.010913103
Severe Toxicity0.005760193
Low Tox 0.12867521 Constructive 0.56 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I am Muslim I'm sure if the homeless people go to a Sikh temple they would get free food ❤
I am Muslim I'm sure if the homeless people go to a Sikh temple they would get free food ❤
Identity Attack0.10221587
Insult0.024768941
Profanity0.02392626
Threat0.010705971
Severe Toxicity0.0059890747
Low Tox 0.11739369 Constructive 0.61
Nov 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Muslims
Muslims
Identity Attack0.11047905
Insult0.029604018
Profanity0.038655918
Threat0.009540852
Severe Toxicity0.0059890747
Low Tox 0.11652588 Moderate Con 0.473
Aug 26, 2025 Why Canadians Are Turning Against …
Save Indian Muslims
Save Indian Muslims
Identity Attack0.109318495
Insult0.024382202
Profanity0.031391226
Threat0.020091362
Severe Toxicity0.0063705444
Low Tox 0.11316007 Moderate Con 0.329 Moral_Argument
Feb 7, 2026 Inside Canada's Indian Invasion...
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.061130337
Insult0.04852104
Profanity0.025907494
Threat0.008712323
Severe Toxicity0.0037956238
Low Tox 0.112850055 Constructive 0.726 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.061130337
Insult0.04852104
Profanity0.025907494
Threat0.008712323
Severe Toxicity0.0037956238
Low Tox 0.112850055 Constructive 0.726 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I am a muslim and a naturalized citizen and a pious person, but I don't know what those guys tried to achieve by praying in the middle of the block...Believe me - this is just …
I am a muslim and a naturalized citizen and a pious person, but I don't know what those guys tried to achieve by praying in the middle of the block...Believe me - this is just a show off...
Identity Attack0.0775651
Insult0.027347196
Profanity0.022696527
Threat0.008103873
Severe Toxicity0.002746582
Low Tox 0.10956833 Constructive 0.56 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Bill C-12 is a serious attach on the Canadian juridical system allowing the minister in charge to interfere with legal process of any refugee at any time , even before the legal process starts the …
Bill C-12 is a serious attach on the Canadian juridical system allowing the minister in charge to interfere with legal process of any refugee at any time , even before the legal process starts the minister in charge can terminate the file and can stop the legal process. Furthermore, there is no recourse, i.e. the decision is final and can not be appealed before court !!!!!!! C-12 is is a very serious attack on the Canadian juridical system and the legal process of refugees. This bill was tailored by a group of hatemongers, Zionist liberals to target Muslims !!!!!
Identity Attack0.021585498
Insult0.04032305
Profanity0.015864678
Threat0.00948907
Severe Toxicity0.002784729
Low Tox 0.10739898 Moderate Con 0.391
Dec 31, 2025 1 likes Deportations From Canada at Their …
Visit the Muslims in the UK
Visit the Muslims in the UK
Identity Attack0.10221587
Insult0.021610579
Profanity0.032643758
Threat0.011586283
Severe Toxicity0.0051498413
Low Tox 0.10566349 Moderate Con 0.372 Comparative_Framing
Feb 8, 2026 4 likes Inside Canada's Indian Invasion...
Tamils Punjabi Indians Muslims Chinese Bangladesh Philippinos
Tamils Punjabi Indians Muslims Chinese Bangladesh Philippinos
Identity Attack0.10221587
Insult0.045007613
Profanity0.06044999
Threat0.012181788
Severe Toxicity0.010757446
Low Tox 0.10175867 Low Con 0.249 Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …

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.