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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 just can't trust them …" 101 comments · Page 3 of 5
The tax cut is peanuts and it’s more than offset by increases in other taxes so we will actually pay more. Never trust a Liberal.
The tax cut is peanuts and it’s more than offset by increases in other taxes so we will actually pay more. Never trust a Liberal.
Identity Attack0.052944973
Insult0.22770336
Profanity0.037904397
Threat0.007197669
Severe Toxicity0.0037193298
Low Tox 0.25462922 Low Con 0.285 Economic_Argument
Jan 12, 2026 2 likes Canada’s new rules in 2026
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...
Canada’s refugee system is being exploited by fraud and political negligence. Real refugees lose, taxpayers lose, and public trust is destroyed. Stop the scams now.
Canada’s refugee system is being exploited by fraud and political negligence. Real refugees lose, taxpayers lose, and public trust is destroyed. Stop the scams now.
Identity Attack0.06385879
Insult0.16809943
Profanity0.025634222
Threat0.009903334
Severe Toxicity0.004119873
Low Tox 0.2396185 Moderate Con 0.395
Dec 16, 2025 IRCC Names India in Study …
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, …
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, so-called white American, and love Sanatana Dharm, or what most people call Hinduism - that term should soon be forgotten. Anyway, this video shows a variety of people called Indians but whom are vastly different in belief. So much so, they maybe fighting in India but abroad, they stick together. Islam and most Indian philosophies (they are not religions as there is no overarching institution or organization) feed the "devotees" several times a day...it is a part of the culture, shared meals with those who share faith. The Indians, they basically want a better life and will send money home. Muslims will buy land through a trust and then buy more and more. I don't know about Canada, but there are no such cultures in America - well, the Church has bought a lot of land but does nothing to serve people. The Mormons have land and a strong daily schedule, some community churches have very strong programs, but as a whole, The Church has done nothing to make itself appealing and therefore, there's no opposite or equal force. What to do? and as far as assimilating, yes, they should, but to what? Should they start playing hockey, drinking beer, etc. The second gen might. The West has lost it's way and religion isn't the solution but a culture not so decadent would be a good start.
Identity Attack0.28034934
Insult0.06722072
Profanity0.075792134
Threat0.014911477
Severe Toxicity0.008888245
Low Tox 0.2359567 Constructive 0.847
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Yet you vote liberal four times in a row because they turned the election into a Canada vs US hockey match and you all fell for it. Now you’re doomed. Don’t come here. You can’t …
Yet you vote liberal four times in a row because they turned the election into a Canada vs US hockey match and you all fell for it. Now you’re doomed. Don’t come here. You can’t be trusted.
Identity Attack0.023997234
Insult0.14874944
Profanity0.014976538
Threat0.010369381
Severe Toxicity0.0038719177
Low Tox 0.22311419 Low Con 0.223
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I'll break down the ending for those who didn't get it: -they took him and drove him miles and miles without getting any of the cash. big red flag, they have 0 reason to trust …
I'll break down the ending for those who didn't get it: -they took him and drove him miles and miles without getting any of the cash. big red flag, they have 0 reason to trust Olivera. these kinda migrants are poor -there was disagreement b/w grunt and boss about fleecing him for a few extra bucks; boss SHOULD NOT care if his cargo has a few more or less dollars if he's getting a flat rate. Massive red flag, as this indicates he plans to receive more/different than agreed and/or that this has been an issue before -Told him that American !ce is patrolling Canada's territory, some hour from the US (lol), and that's why they need to go to some random rathole, when they haven't even committed a crime yet -blatantly lying to him again to take his weapons n phone. They aren't broadcasting xrays thru the entire northern forest. IDK what they have if anything, but definitely not metal detectors lol Yeah, Olivera got out in the nick of time. He was 100% going to get cooked when bossman showed up at the dumping ground. The blade was a small price to pay even though it looked pretty nice lol. Appreciate what you do but maybe this one was a little too risky eh. PS: W bikeman and RIP (Canada does NOT have free speech)
Identity Attack0.094936445
Insult0.12521741
Profanity0.03615085
Threat0.010032792
Severe Toxicity0.005531311
Low Tox 0.20265625 Constructive 0.715 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
@rocanews trust Indians, your view looks biased but, we don't loot people like the British did to India in 1947. We just stay without harming no one.
@rocanews trust Indians, your view looks biased but, we don't loot people like the British did to India in 1947. We just stay without harming no one.
Identity Attack0.18158256
Insult0.06285016
Profanity0.027547138
Threat0.012803185
Severe Toxicity0.005760193
Low Tox 0.20009702 Constructive 0.595
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Welp, about a half an hour ago when I got home, I realized that someone broke into my apartment building and stole my shoes that were infront of my door. SHOES. last year someone broke …
Welp, about a half an hour ago when I got home, I realized that someone broke into my apartment building and stole my shoes that were infront of my door. SHOES. last year someone broke in and stole my bike. The thing is, this area was NEVER like this. It was safe and people trusted each other. Guess what has changed? The amount of immigration in my city and in this area. I am terrified during the night that someone will break into my apartment since theyve been able to get into the building. My entire life I have always stuck up for minorities and all different groups that have been apparently marginalized. Now, after everything happening in my city, in the world, to the people I love and myself, I have had ENOUGH. I want these people out of my country. Go back to your shitty countries with your shitty ideas and shitty ideologies and shitty everything because you do not belong here. If you do not properly become a Canadian citizen, such as assimilating to our culture, language and so on and leaving your shitty ideas behind, then you are not wanted and you do not belong here. Canada is being destroyed because of YOU and our communist "liberal" leaders. As a former SJW, feminist, leftist, member of the alphabet Mafia, I see the destruction and the deception of these ideologies and they are the opposite of what is real and true and free. Bring Canada back.
Identity Attack0.07177465
Insult0.077136256
Profanity0.051181246
Threat0.017674083
Severe Toxicity0.006942749
Low Tox 0.19939905 Constructive 0.594
Aug 25, 2025 Why Canadians Are Turning Against …
I don't think most Canadians have a problem with Indians. I think we have a problem with our government who is not able to enforce a policy that puts the country first. Immigration built Canada …
I don't think most Canadians have a problem with Indians. I think we have a problem with our government who is not able to enforce a policy that puts the country first. Immigration built Canada and good immigration creates jobs and opportunities. What we're seeing is the government exploiting everyone who built his country. A lot of Indians work here for cheap labour because the government and other regulatory bodies turn a blind eye if it means they can gain the trust and votes of the people they are essentially lying to. It's a shame to see because no one In this situation on either side is really happy.
Identity Attack0.18391247
Insult0.06494803
Profanity0.022354934
Threat0.008103873
Severe Toxicity0.0047683716
Low Tox 0.18079062 Constructive 0.741
Oct 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Honestly, go away from all our Western cultures. This is being orchestrated and let happen. Once great and high trust societies are being dragged down to a lower level.
Honestly, go away from all our Western cultures. This is being orchestrated and let happen. Once great and high trust societies are being dragged down to a lower level.
Identity Attack0.1035157
Insult0.039151907
Profanity0.025770858
Threat0.019573374
Severe Toxicity0.005340576
Low Tox 0.17891699 Low Con 0.287
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is why Trump doesn't trust Canada!
This is why Trump doesn't trust Canada!
Identity Attack0.12735364
Insult0.036435258
Profanity0.012995303
Threat0.00756015
Severe Toxicity0.003414154
Low Tox 0.17111848 Low Con 0.184 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
STOP ISSUING VISITOR VISA AND STUDENT FOR INDIAN BANGLADESH AND PAKISTAN. STUDENT VISA ASK THEM TO TRANSFER ALL THE TUTION FEES INCLUDING LUVING EXOENSE IN ADVANCE IN CANADA AND LOCK THE FUND. ALSO STUDENT SHOULD …
STOP ISSUING VISITOR VISA AND STUDENT FOR INDIAN BANGLADESH AND PAKISTAN. STUDENT VISA ASK THEM TO TRANSFER ALL THE TUTION FEES INCLUDING LUVING EXOENSE IN ADVANCE IN CANADA AND LOCK THE FUND. ALSO STUDENT SHOULD ONLY ONLY WORK IN CAMPUS. PERIOD. TRUST ME YOU WILL SEE 99 PERCENT OF THESE PROBLEM WILL GO AWAY. CANADIANS WILL GET JOB. THINGS WILL BE NORMAL.
Identity Attack0.1444726
Insult0.04442204
Profanity0.015318131
Threat0.0078449575
Severe Toxicity0.0052261353
Low Tox 0.16158698 Moderate Con 0.413
Sep 28, 2025 IRCC Names India in Study …
Well on our way to becoming a low-trust society. Thank a liberal voter.
Well on our way to becoming a low-trust society. Thank a liberal voter.
Identity Attack0.040745795
Insult0.075868964
Profanity0.013473531
Threat0.0068869707
Severe Toxicity0.002374649
Low Tox 0.16043124 Low Con 0.269 Fear_Threat
Feb 24, 2026 1 likes 'We do know that there's …
Cant trust them jeet jeets
Cant trust them jeet jeets
Identity Attack0.013043936
Insult0.16266862
Profanity0.056441884
Threat0.007547205
Severe Toxicity0.0075912476
Low Tox 0.15932569 Low Con 0.208 Identity_Assertion
Sep 30, 2025 IRCC Names India in Study …
A place called Nations has been hiring people (mostly asian) with visitor visa. They need to be investigated. Trust me
A place called Nations has been hiring people (mostly asian) with visitor visa. They need to be investigated. Trust me
Identity Attack0.1714862
Insult0.03070583
Profanity0.019690514
Threat0.008362788
Severe Toxicity0.0038909912
Low Tox 0.15545623 Moderate Con 0.407 Unverified_Claim
Sep 29, 2025 10 likes IRCC Names India in Study …
I owed to gas stations and trust me they all abuse the visa system and send all the money home.
I owed to gas stations and trust me they all abuse the visa system and send all the money home.
Identity Attack0.012842959
Insult0.034451995
Profanity0.02208166
Threat0.05688698
Severe Toxicity0.0048828125
Low Tox 0.1537979 Moderate Con 0.375 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
This video is a big lie from the liberals propaganda. Don’t trust this video.
This video is a big lie from the liberals propaganda. Don’t trust this video.
Identity Attack0.0009396932
Insult0.09296573
Profanity0.0001542339
Threat0.00008700983
Severe Toxicity0.0000023117316
Low Tox 0.14731875 Meta_Commentary
Apr 15, 2025
Liberals have destroyed Canada. Wake up people. I’ll never vote for liberals. Carney is a bad omen. I can’t trust the liberal leadership. Vote for conservatives.
Liberals have destroyed Canada. Wake up people. I’ll never vote for liberals. Carney is a bad omen. I can’t trust the liberal leadership. Vote for conservatives.
Identity Attack0.0018554581
Insult0.045218043
Profanity0.0005508565
Threat0.00457396
Severe Toxicity0.000010511292
Low Tox 0.13473196 Policy_Critique
Apr 15, 2025 1 likes
CBC is the propaganda media arm of the Canadian government. Not to be trusted.
CBC is the propaganda media arm of the Canadian government. Not to be trusted.
Identity Attack0.04203484
Insult0.06599696
Profanity0.011646013
Threat0.0071199946
Severe Toxicity0.0023937225
Low Tox 0.13214645 Low Con 0.123
Jul 13, 2018 17 likes How much do refugees and …
Canada's population is now almost 10% Indian, maybe more if we can accurately count the ones illegally staying in the country (trust me there's lots). That is THE HIGHEST percentage of Indian population from any …
Canada's population is now almost 10% Indian, maybe more if we can accurately count the ones illegally staying in the country (trust me there's lots). That is THE HIGHEST percentage of Indian population from any non-Hindu/Muslim majority country, and second in TOTAL only to the United States, who has 10x our population. Think about that.
Identity Attack0.1714862
Insult0.025929155
Profanity0.012995303
Threat0.0063432488
Severe Toxicity0.002822876
Low Tox 0.12520397 Constructive 0.519
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Komm nach Frankfurt am Main But Wear Glasses to Film trust
Komm nach Frankfurt am Main But Wear Glasses to Film trust
Identity Attack0.050443888
Insult0.028722567
Profanity0.041912504
Threat0.025789235
Severe Toxicity0.007820129
Low Tox 0.12520397 Low Con 0.252
Jan 27, 2026 Inside Canada's Indian Invasion...
Don't believe it, what happened to the students? Also, the same people who made the problem are saying "trust us bro" we are fixing things....get outta here.
Don't believe it, what happened to the students? Also, the same people who made the problem are saying "trust us bro" we are fixing things....get outta here.
Identity Attack0.007214582
Insult0.035443626
Profanity0.02126184
Threat0.0084793
Severe Toxicity0.0024795532
Low Tox 0.11398677 Moderate Con 0.341
Dec 30, 2025 Deportations From Canada at Their …
Yes, don’t trust the government of Canada or any other country that wants to select immigrants based on what they can contribute to the country in the long term.
Yes, don’t trust the government of Canada or any other country that wants to select immigrants based on what they can contribute to the country in the long term.
Identity Attack0.10221587
Insult0.02708937
Profanity0.011423977
Threat0.006738094
Severe Toxicity0.0025749207
Low Tox 0.11367676 Moderate Con 0.308 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
America is not the greatest country on earth. Trust me. In a dual citizen. Canada is much better.
America is not the greatest country on earth. Trust me. In a dual citizen. Canada is much better.
Identity Attack0.07673789
Insult0.031256735
Profanity0.016479544
Threat0.0069905366
Severe Toxicity0.0030517578
Low Tox 0.112850055 Moderate Con 0.477 Comparative_Framing
Feb 18, 2026 Inside Canada's Indian Invasion...
Let me use this opportunity to bring awareness to the oppression of Tibetans. No, I am not talking about the Tibetans in China. I am talking about Tibetans in occupied South Tibet, which was annexed …
Let me use this opportunity to bring awareness to the oppression of Tibetans. No, I am not talking about the Tibetans in China. I am talking about Tibetans in occupied South Tibet, which was annexed by India in 1951 and made a state by India in 1987 to become the so-called Arunachal Pradesh. South Tibet includes Tawang, birthplace of the Sixth Dalai Lama and home to a four-hundred-year-old Tibetan Monastery. The Tibetans in occupied South Tibet are fast becoming strangers in their own native homeland because the Indian government is settling Indians in the region to change the demographic structure of the area and trashing the place just like the Indians did in India or in Canada. The Indians like to mock them, calling them Chinese as a form of insult (sometimes using slurs such as the C* word or the M* word). Rape by Indians in occupied South Tibet is a major source of anger among the locals toward the thuggish Indian occupiers. Another thing is that India doesn't trust the locals and likes to accuse them of being Chinese spies if they don't display enough loyalty to the Indian occupier. This area is tightly controlled by India, with limited access to the outside world. In 2014, a Tibetan Chinese called Nido Tania went to Delhi and was beaten to death because he looked 'Chinese'. His case was hardly an isolated one. Northeasterners in India have for years endured racial hatred by the Indian people. They have held demonstrations in New Delhi, but not much has changed. On December 9, 2025, a Chinese-looking youth from the north-east Indian state was murdered by racist Indian thugs. The thugs mocked him with racist taunts like "CHINKI, MOMO, CHINESE," etc., and then the youth was mercilessly beaten to death. This is not the first nor will it be the last case of racism against the north eastern people living under New Delhi's oppression. No killer or rapist of the northeastern people has ever been brought to justice. The Indian political leadership does nothing more than produce hollow words of sympathy: "I AM VARY VARY SAARY!" There was not even a single word of support or remorse from the high priest of the Bar-Rat hindu empire: Modi. The greatest irony and shameless hypocrisy of India and Indians is that the murdered youth's father is serving in the Indian Border Security Force and deployed along the border with China. He is fighting against China for a country that is ready to kill him and his family for looking Chinese. Some years back, yet another rape case by Indian soldiers occurred in Bomdila, South Tibet. The local police detained the two suspects, and the Indian military, fearing that the two suspects would be lynched, stormed the police station, vandalized it, and rescued the two suspects. This leads to massive protests by the local people. Eventually, the unrest caught the attention of New Delhi, and India flew in the defense minister to Bomdila to make a show of force to suppress the protests. Today, South Tibet is restless, and India knows it. This is the reason a law called the AFSPA (Armed Forces Special Power Act) is imposed on South Tibet. AFSPA gives the state the power to detain or kill anyone with impunity. No due process is needed. AFSPA is imposed on areas India deems restless, such as South Tibet and Kashmir. It is a law meant to suppress dissent and instill fear among the populace. The Tibetans in occupied South Tibet are voiceless people because they are not the right kind of Tibetans, so their plight is ignored by the Western world. I have yet to hear from the Western media any concern for the human rights abuses of the Tibetans in occupied South Tibet by India. P.S. I am using the word Tibetan as an umbrella term to include the various Sino-Tibetan Burmese people (Monpa, Abotani (called Lhotba on the Chinese side),..etc. The Sixth Dalai Lama was a Monpa) in South Tibet. The Sixth Dalai Lama is known for his many love poems and romantic escapades outside the Potola Palace. Sadly, his hometown, Tawang, is now under India's occupation since 1951. The Tawang Monastery is the last major frontier monastery before the area merged into the tribal region. It historically enjoyed a close relation with the Beijing central government. Free South Tibet (so-called Arunachal Pradesh) from India.
Identity Attack0.10221587
Insult0.032028005
Profanity0.024951037
Threat0.015947454
Severe Toxicity0.00415802
Low Tox 0.112643376 Constructive 0.594 Comparative_Framing
Jan 28, 2026 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.