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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: "All this is cause by …" 278 comments · Page 6 of 12
Immigrants causing tax payers money should be a felony criminal charge. If you enter a country illegally, it should be a felony.
Immigrants causing tax payers money should be a felony criminal charge. If you enter a country illegally, it should be a felony.
Identity Attack0.316
Insult0.10587067
Profanity0.024472807
Threat0.050744623
Severe Toxicity0.01302678
Moderate 0.30439767 Low Con 0.25 Policy_Critique
Mar 8, 2026 Deportations From Canada at Their …
When I go to work building new homes, I am almost always the only person that speaks English. You ask someone to move their vehicle to get a truck in or something and they look …
When I go to work building new homes, I am almost always the only person that speaks English. You ask someone to move their vehicle to get a truck in or something and they look at you like a Taxidermized fish. DONT let them eat lunch in the house, you'll never get the curry smell out. I've seen people drop out of buying new houses cause they just stink like India, the walls are already that yellow grease color and once that happens its ruined, like having a smoker live in the house but greasier.
Identity Attack0.2795294
Insult0.20901857
Profanity0.15985115
Threat0.010628296
Severe Toxicity0.016771052
Moderate 0.30427247 Constructive 0.638
Sep 16, 2025 1 likes How Canada broke its immigration …
The ignorance of allowed people from certain demographics has only fustrated most Canadians. Because they have no interest or intentions of assimilating to Western culture . If anything, they will cause the same grief as …
The ignorance of allowed people from certain demographics has only fustrated most Canadians. Because they have no interest or intentions of assimilating to Western culture . If anything, they will cause the same grief as European nations are suffering from their demographic trying to colonize and bringing their own conflicting beliefs and behavior.
Identity Attack0.1294935
Insult0.26957804
Profanity0.017162729
Threat0.006602164
Severe Toxicity0.004234314
Moderate 0.30319387 Moderate Con 0.371 Identity_Assertion
Jun 20, 2025 How Canada broke its immigration …
White-societies have a tendency to externalize blame for their decline onto others immigrants/racial minorities etc, without looking into their own systems. The collapse of family farming in Brampton or other part of Canada for instance, …
White-societies have a tendency to externalize blame for their decline onto others immigrants/racial minorities etc, without looking into their own systems. The collapse of family farming in Brampton or other part of Canada for instance, was not caused by immigrants but by corporate consolidation.....which since its being made into a race argument ...is driven largely by white elites. Declining white fertility is likewise a cultural product of hyper-individualism, consumerism, and high divorce rates, lack of kinship-based safety nets, where individual entitlement takes precedence over collective responsibility....and not simply demographic replacement by the brown immigrants. White societies have historically exported systems of domination and resource extraction, destabilizing the very regions whose immigrants they look down upon. What you are witnessing is not the result of immigration, but the unraveling of a culture built on exploitation, entitlement, and disposability.....one that is now collapsing under its own design. None of us are perfect, but folks keep framing this economic crisis in terms of immigration problem, rather than wealthy elite minority vs dispossessed majority, you are never getting this fixed.
Identity Attack0.37507164
Insult0.09563028
Profanity0.045670103
Threat0.010369381
Severe Toxicity0.010375977
Low Tox 0.29771072 Constructive 0.673
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I hope anyone in the comments outraged about this arent liberal voters. If you are a liberal voter this is the cause of your actions, Trudeau welcomed known terrorists into this country, youre on youtube, …
I hope anyone in the comments outraged about this arent liberal voters. If you are a liberal voter this is the cause of your actions, Trudeau welcomed known terrorists into this country, youre on youtube, look up the prime minister of india calling out the canadian government for welcoming all their criminals into our country. This wont stop when you vote for this to happen🤦🏼‍♂️
Identity Attack0.17769934
Insult0.24767025
Profanity0.015420608
Threat0.011146127
Severe Toxicity0.007095337
Low Tox 0.2922276 Moderate Con 0.406 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
They “the government “ does this on purpose to create a crisis. Rather than spend the money on border agents which would help control this issue as well as the flow of illegal firearms, they …
They “the government “ does this on purpose to create a crisis. Rather than spend the money on border agents which would help control this issue as well as the flow of illegal firearms, they let in unvetted, undocumented migrants to cause backlash from you and I, basically opening the door for them to correct it by implementing a digital ID. This is nothing new, all the WEF puppets world wide are pulling the same strings. Enough is enough! It’s time to take our countries back with mass deportations. Get the military involved and do whatever it takes to get these low quality migrants out of our country
Identity Attack0.16373143
Insult0.25602314
Profanity0.056441884
Threat0.014566151
Severe Toxicity0.009651184
Low Tox 0.2922276 Moderate Con 0.421 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
I guess many Canadian citizens were suffering from the consequences of the crazy immigration policies over the past 5 years caused by Justin Trudeau
I guess many Canadian citizens were suffering from the consequences of the crazy immigration policies over the past 5 years caused by Justin Trudeau
Identity Attack0.08004672
Insult0.2735258
Profanity0.025770858
Threat0.0070034824
Severe Toxicity0.0044441223
Low Tox 0.2922276 Moderate Con 0.453 Policy_Critique
Feb 1, 2026 2 likes 2.9 million Canadian temporary visas …
The native Indian story doesn't help your cause if you Indians from India are doing the same thing as white people did. You're not advocating for indigenous people either.
The native Indian story doesn't help your cause if you Indians from India are doing the same thing as white people did. You're not advocating for indigenous people either.
Identity Attack0.37292135
Insult0.082619295
Profanity0.030639706
Threat0.0076766624
Severe Toxicity0.008087158
Low Tox 0.2855005 Moderate Con 0.391 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
DURKA DURKA ☪️. PM Mark Carney "NEW WORLD ORDER" to cause CHAOS in the WEST with Mass Immigration! Thanks WOKE Liberals...
DURKA DURKA ☪️. PM Mark Carney "NEW WORLD ORDER" to cause CHAOS in the WEST with Mass Immigration! Thanks WOKE Liberals...
Identity Attack0.20878418
Insult0.16817254
Profanity0.03239325
Threat0.013010317
Severe Toxicity0.011520386
Low Tox 0.2854971 Low Con 0.205 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is a lost cause
Canada is a lost cause
Identity Attack0.28034934
Insult0.1640896
Profanity0.049678206
Threat0.0104988385
Severe Toxicity0.01083374
Low Tox 0.2854903 Low Con 0.294 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadians just need to work with the indigenous to force mass deportation because it’s causing the indigenous to go culturally extinct within just two generations. Mass immigration is not part of the treaties and if …
Canadians just need to work with the indigenous to force mass deportation because it’s causing the indigenous to go culturally extinct within just two generations. Mass immigration is not part of the treaties and if we just worked together we could send them all home. But kkkanadians hate natives more than punjabs.
Identity Attack0.33675182
Insult0.10440776
Profanity0.027000591
Threat0.012803185
Severe Toxicity0.008811951
Low Tox 0.28547668 Moderate Con 0.416 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
These comments are jokes … I’m a born and raised Canadian who’s parents came here in the 1960 to British Columbia , Brampton is beautiful city a lot of this hate towards it is just …
These comments are jokes … I’m a born and raised Canadian who’s parents came here in the 1960 to British Columbia , Brampton is beautiful city a lot of this hate towards it is just racism .. go to Markham filled with Chinese’s who’s stores names are written in their language they even had police station setup , go to Mississauga area filled with Arabs, go to parkdale filled with Philippines and Tibetan … every city in this country has sub section of communities and if people have issue with immigration go and complain to the government that’s allowing it to happen by selling false dreams … immigration is open to anyone as long as you have the money to support your stay here along with the necessary paperwork… plus half of the people complaining about jobs go and ask manager why they hire international kids .. cause they actually show up to work since they gotta work had to pay for high cost of living.. unlike most of the Canadian born kids that will call in sick cause they stayed up until 3 playing video games , it has nothing to do with skin color but work ethics
Identity Attack0.26325142
Insult0.16989174
Profanity0.03715288
Threat0.008841781
Severe Toxicity0.009727478
Low Tox 0.28547668 Constructive 0.686
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
4:57 Of course Indian migrants contribute way more than African or Muslim migrants this goes without saying. That explains how we are literally the most successful group in the west. Indians in the UK USA …
4:57 Of course Indian migrants contribute way more than African or Muslim migrants this goes without saying. That explains how we are literally the most successful group in the west. 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 Attack0.32476485
Insult0.0836065
Profanity0.10301965
Threat0.013702838
Severe Toxicity0.015221698
Low Tox 0.2854733 Constructive 0.744 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada don't see them as indians they see them as Sikhs. I mever see any one pose as a indian can cause trouble.
Canada don't see them as indians they see them as Sikhs. I mever see any one pose as a indian can cause trouble.
Identity Attack0.3802808
Insult0.08508729
Profanity0.027410502
Threat0.008220384
Severe Toxicity0.007858276
Low Tox 0.27975297 Constructive 0.618 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I will always stand with people who condemn indian fatigue No doubt,it's effects are making all crazy That's doesn't mean white are so good They are racist too But many of them are really good …
I will always stand with people who condemn indian fatigue No doubt,it's effects are making all crazy That's doesn't mean white are so good They are racist too But many of them are really good The white people Nice, friendly outside And other nationalities Irrespective of color and country We need such good people Who help others,show mercy If not don't cause problems to others
Identity Attack0.2823795
Insult0.15236975
Profanity0.114160895
Threat0.014048163
Severe Toxicity0.013285006
Low Tox 0.27750343 Constructive 0.776
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
John tibbits is the worst offender of this. He has publicly insulted the residents and taxpayers of the region in which conestoga college is located, for questioning him on the fraud and problems the international …
John tibbits is the worst offender of this. He has publicly insulted the residents and taxpayers of the region in which conestoga college is located, for questioning him on the fraud and problems the international students he’s brought in have caused or participated in. Even other ontario college presidents have called him out on this and he’s extremely defiant. He needs to be removed from Conestoga college in any acting role and banned from running an educational institution in the future
Identity Attack0.0073625734
Insult0.25602314
Profanity0.018392462
Threat0.013010317
Severe Toxicity0.004825592
Low Tox 0.27525392 Moderate Con 0.481
Oct 1, 2025 IRCC Names India in Study …
Poor countries are unfree and have higher malnutrition. That causes lower IQs. It’s why North Korea has lower IQs than South Korea. IQs are not fixed in stone. North Korean IQs improve when they escape …
Poor countries are unfree and have higher malnutrition. That causes lower IQs. It’s why North Korea has lower IQs than South Korea. IQs are not fixed in stone. North Korean IQs improve when they escape to South Korea. And Canada’s immigration program is selective. Funny how racists like to pretend that immigration isn’t selective. It’s to prevent immigrants from being on welfare more than the citizen population, which is how it should be. Higher-skilled workers are mostly chosen to immigrate. They make good money through their skills, and are giving back to the country through paying taxes. This includes Africans, especially Christian ones. This guy isn’t fully using his head, ironically.
Identity Attack0.24293575
Insult0.191015
Profanity0.020510335
Threat0.0073918556
Severe Toxicity0.0062179565
Low Tox 0.27525392 Constructive 0.545 Economic_Argument
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
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...
The "immigrants" are not the blame. THE GOVERNMENT that is bringing them in is. Get RID of the Libs who caused this problem. THEY let them in (read INVITED them) to get more votes.
The "immigrants" are not the blame. THE GOVERNMENT that is bringing them in is. Get RID of the Libs who caused this problem. THEY let them in (read INVITED them) to get more votes.
Identity Attack0.27914262
Insult0.0838533
Profanity0.018597418
Threat0.029933142
Severe Toxicity0.009994507
Low Tox 0.27236435 Low Con 0.25 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
You are right! Most immigrants who comes to Canada with the intension of changing the culture, religion, and tradition are the one causing all this problems. They monopolize the job market because they create network …
You are right! Most immigrants who comes to Canada with the intension of changing the culture, religion, and tradition are the one causing all this problems. They monopolize the job market because they create network between their own community. Because of this, the job opportunities are limited for this communities. As for the religious immigrants, they have to stay in their country if they need a muslim nation, because nobody wants it here. This is the weakness of the Government of Canda. The Government must do something to solve this problem and deport this kind of immigrants.
Identity Attack0.32476485
Insult0.08558089
Profanity0.017709278
Threat0.007327127
Severe Toxicity0.00667572
Low Tox 0.26104406 Constructive 0.653
Aug 27, 2025 Why Canadians Are Turning Against …
If you believe the government you should be aware of scammers cause your on their list
If you believe the government you should be aware of scammers cause your on their list
Identity Attack0.011173353
Insult0.24561718
Profanity0.04792466
Threat0.007948523
Severe Toxicity0.0034332275
Low Tox 0.25727063 Low Con 0.196 Fear_Threat
Jan 19, 2026 Canada’s new rules in 2026
The people behind The Century Initiative will be very wealthy now thanks to the disaster caused by the mass migration. That wealth will roll into the pockets of the 40% of politicians that own rental …
The people behind The Century Initiative will be very wealthy now thanks to the disaster caused by the mass migration. That wealth will roll into the pockets of the 40% of politicians that own rental properties as well. It's about greed and the disregard of real Canadians who struggle due to their poisonous plans.
Identity Attack0.09245483
Insult0.22770336
Profanity0.017231047
Threat0.0077672824
Severe Toxicity0.003967285
Low Tox 0.25727063 Moderate Con 0.462 Economic_Argument
Jun 20, 2025 1 likes How Canada broke its immigration …
This is the scary truth. We Canadians are being purposefully victimized and our rights as citizens has been eroded since the last 5 years. Trudeau, and now Carney, is bringing in more immigrants than the …
This is the scary truth. We Canadians are being purposefully victimized and our rights as citizens has been eroded since the last 5 years. Trudeau, and now Carney, is bringing in more immigrants than the country can handle. They are illegally driving transports causing more accidents on the roads ever. Our restaurants are primarily from India and Pakistan. Some Indian people are here on school visas or work permits and are wonderful people and speak perfect English. They are welcome. They are Christians and nice and courteous. But there seems to be a disconnect between immigrants who come here thinking bc they are moslem they are superior and do not need to follow Cdn laws language and culture. We don't want them praying in the streets on their rugs disrupting the city. We have churches and they have mosques. They will NOT takeover our country in spite of Carney. Carney and the Liberals needs to be kicked out of office. Deport the illegals and stop immigration NOW!
Identity Attack0.28034934
Insult0.13064787
Profanity0.02208166
Threat0.009385503
Severe Toxicity0.009117126
Low Tox 0.25462922 Constructive 0.683
Aug 25, 2025 Why Canadians Are Turning Against …
I am disgusted by what Canada has become. The government has allowed a free for all to take place without checks and balances for their own profit…whether it’s votes for political mileage, money that is …
I am disgusted by what Canada has become. The government has allowed a free for all to take place without checks and balances for their own profit…whether it’s votes for political mileage, money that is being invested by certain people groups that will help enrich the pockets of government or whatever the reason - has caused this country to descend to the dumps st a rate faster than it takes to say ‘Oh Canada’. As an immigrant, I have seen the degeneration within the country (particularly Toronto & GTA) in 10 years. Sometimes it feels like you’re in a different country, with a different language other than English or French, individuals who refuse to adopt the traditional Canadian lifestyle, who are allowed in with little value for system and order, allowed to procreate and ‘raise’ children who don’t appreciate the Canadian values, both born and immigrants using crime as their currency to their warped perception of wealth and an whole history of issues that impact the lives of the average law and culturally abiding citizen. Oh there’s so much more that can be said about the state of this nation, but if there are bold-faced chants about who will be ruling Canada by 2060, those that have the power to do something need to pay VERY CLOSE ATTENTION. That is not just wishful thinking. That is a threat that will come to pass if a blind eye and a deaf ear is turned which, the government seems bent on doing. A word to the wise is sufficient.
Identity Attack0.116281845
Insult0.1823172
Profanity0.041160982
Threat0.007948523
Severe Toxicity0.0059127808
Low Tox 0.25462922 Constructive 0.677 Policy_Critique
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
13:22 he can always go back in fact, he SHOULD go back; because at some point, Canadians are gonna be fed up; and you dont want to see the most tolerant and patient people in …
13:22 he can always go back in fact, he SHOULD go back; because at some point, Canadians are gonna be fed up; and you dont want to see the most tolerant and patient people in the world get fed up cause thats when things get UGLY
Identity Attack0.10221587
Insult0.14874944
Profanity0.047173142
Threat0.010239923
Severe Toxicity0.0065994263
Low Tox 0.25462922 Moderate Con 0.479
Sep 23, 2025 4 likes 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.