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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: "Can you make a video …" 181 comments · Page 6 of 8
This video is typical CBC smokescreen, yes Immigrants and refugees get sponsored. The Legal ones! No issue. But all the illegal immigrants get one year of social insurance too.And the health care benefit they get …
This video is typical CBC smokescreen, yes Immigrants and refugees get sponsored. The Legal ones! No issue. But all the illegal immigrants get one year of social insurance too.And the health care benefit they get is the same program the natives get.CBC kind of blends the rules for legal immigration with illegals kind of watering it down to make it not seem as bad. Typical blur the lines!
Identity Attack0.105256535
Insult0.05964688
Profanity0.014634945
Threat0.0065827454
Severe Toxicity0.0031661987
Low Tox 0.1641865 Constructive 0.623
Aug 20, 2018 1 likes How much do refugees and …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different people since I was 18 and learned great things I can add to my construction or cooking repertoire that you could possibly couldn't learn in the West without diversity. BUT now we have a group of people coming here buying up businesses while only hiring people from their country buying up single homes putting up crammy 8 plexus, and only renting to people from their home country. If these were French people like my heritage is, I would be even more pissed because I could say something without being called a racist. These immigrants are coming here with one goal retribution against the English Empire for the past or some shit, I dont know, and they're taking it out on us Canadians. over 5 years I've collected proof so I feel very safe coming out now and talking about this because I have everything to back it up. Those single homes I was talking about half of them burned down and they use insurance fraud money add multiple loopholes to use government money along the way as well, that's damn taxpayer money building parts of these homes... I'm a concrete worker they do not let these walls set properly, they don't seal the windows and doors properly, everything's going to leak but because they only rent to people from their home country after 3 years they can take their name off the property and nobody and I mean nobody is going to report leaks because they have a tyrannical control over who they rent to.... I dont even need to name the group because its OBVIOUS, living in the same city most ky life I've seen a drastic change, and this isnt intregation like my family did as they we're the members of french part of the metis tribe long ago. 5 years in a row they have added an average of 70,000 people legally to the city I live in I live in of 1.4 million people that is absolutely absurd the train system is packed all the way until 1:00 a.m.... it's just simple economics you can't add that many people and have a sustainable City.... these idiots never played sim city or some shit Also there are millions that came pretending to get spots in our universities and didn't show up, and these are the same people that are buying up all the businesses and houses and only letting the people from their own country be involved that is not integration....... There's also a huge problem with people faking Refugee status from this very place and there's even a few videos circulating online on just how to do it people from this country bragging how their making double of the average income of a Canadian a year PLUS free food and board from this fake Refugee status, HOLY FUCK! We are radicalizing here in Alberta and it's about to get real. Not only do these immigrants only want their own people involved in anything they are rude as hell when confronted about any of this even in a kind way.  There's a great deal of them that are at the top of the fenthinal distribution. mind you a lot of that's being shipped from other places but the distribution hails differently....roughly 70% of the major fenthinal arrests and seizures have those paticular heritage backgrounds to prove it. They are destroying the country in SO MANY WAYS, im DONE trying to be civil or nice about this debate,  5 years is my limit bitches, fuck you, fuck off or we'll fucking make you -Alberta proud , and fuck you again bitches
Identity Attack0.06749674
Insult0.0720671
Profanity0.06145202
Threat0.007534259
Severe Toxicity0.005493164
Low Tox 0.16043124 Constructive 0.775 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
r u going to make a video on billionaires or multi billion dollar companies overworking an underpaying immigrant workers bc they work for less or what
r u going to make a video on billionaires or multi billion dollar companies overworking an underpaying immigrant workers bc they work for less or what
Identity Attack0.06749674
Insult0.039737478
Profanity0.026317406
Threat0.008738215
Severe Toxicity0.0044441223
Low Tox 0.15822013 Low Con 0.24
Jan 22, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian, thank you for making this. I hope it’s clear to everyone how, while good people, the majority of interviewees in this video are taking advantage of our country because we’re “nice” and …
As a Canadian, thank you for making this. I hope it’s clear to everyone how, while good people, the majority of interviewees in this video are taking advantage of our country because we’re “nice” and they aren’t able to sort things out in their own. The majority of these people aren’t highly educated and came in on student visas and you’ve got to wonder why our government allowed this. It’s made a lot of things worse for people who lived here already, including immigrants. No racism just frustration.
Identity Attack0.09824528
Insult0.06984934
Profanity0.017504321
Threat0.0075083673
Severe Toxicity0.0035858154
Low Tox 0.15545623 Constructive 0.786 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I think you r well enjoying funds received from a specific country/group to make these kind of content..it is clear from your last two videos ..on j$ws and now ind$ans 😮
I think you r well enjoying funds received from a specific country/group to make these kind of content..it is clear from your last two videos ..on j$ws and now ind$ans 😮
Identity Attack0.022992345
Insult0.033570543
Profanity0.041912504
Threat0.009618527
Severe Toxicity0.0065612793
Low Tox 0.15158679 Moderate Con 0.343 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
You have to realize how rigged the system is for example. Take a look at the liberal MP from Mississauga Malton. He only hires staff from India. He primarily deals with PR card issues as …
You have to realize how rigged the system is for example. Take a look at the liberal MP from Mississauga Malton. He only hires staff from India. He primarily deals with PR card issues as per his 5 star Google reviews. Anytime he makes a video talking about liberal propaganda. He has to turn off commenting section of the video due to the backlash. This is what happens when you elect foreign born MPs
Identity Attack0.07591068
Insult0.06826523
Profanity0.01887069
Threat0.0066798385
Severe Toxicity0.0024223328
Low Tox 0.15158679 Constructive 0.579 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Please make a video on the Foreign Medical Program and how it’s being abused in places like the Dominican Republic and Thailand, Panama, Colombia etc. I have information on this. They are taking advantage of …
Please make a video on the Foreign Medical Program and how it’s being abused in places like the Dominican Republic and Thailand, Panama, Colombia etc. I have information on this. They are taking advantage of American veterans and using them as cannon fodder for the processing of fraudulent and overbilled claims and others forms of medical fraud. This drains VA resources and hurts the general veteran community.
Identity Attack0.060220852
Insult0.061976057
Profanity0.015967157
Threat0.008311004
Severe Toxicity0.002937317
Low Tox 0.14256015 Constructive 0.69 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Oh man, why wasn't I in that video? The thing is, when you bring up people who faced discrimination and serious problems in their home countries—like not having access to a decent standard of living, …
Oh man, why wasn't I in that video? The thing is, when you bring up people who faced discrimination and serious problems in their home countries—like not having access to a decent standard of living, proper culture, or good education—it makes everything so much harder for them when they arrive in a new country too.I also want to talk about jobs in Canada, bruh. All the industries seem dominated by specific ethnic groups that have basically taken them over. For example, in construction, you mostly see Spanish or Portuguese crews who only speak their own language on the job. And Indians—they've pretty much taken over all the Walmarts and fast-food chains in Canada.They should've kept Canada truly multicultural instead of letting it turn into this. And don't even get me started on the nepotism in the job market lol. You cant even make a gues how hard was for me to find a roofing company that speaks english in their crews lol.
Identity Attack0.06294931
Insult0.045593183
Profanity0.035399333
Threat0.007754337
Severe Toxicity0.0038719177
Low Tox 0.121732734 Constructive 0.756
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem …
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem with women and children abused, in violence and almost killed and our resources which are suppose to help protect the men coming here doing this because as immigrants they have value and so support anything they do to innocent people here because they have more worth as human beings than people born, raised and who lived here all their lives. Two lives viciously destroyed to protect someone sick with hate who is chronic woman hater and abuser but he must be respected for it. As someone immersed all their life in "culture" domestic violence is not culture as in immigration it's abuse and a crisis brought here and then force by law respect for it when it is already here bc it is a planet problem. For people without a lifetime of knowledge you would be shocked if knew what people think and say about us living here and what they believe from complete ignorance. It is a belief everything is owed to make lives bigger and better for them above everyone else bc they suffered somewhere else but the assumption is every person in Canada had the opportunity born here that all people should be rich and if anyone is under that standard they deserve nothing and it should be given to everyone coming in. It is understood in some groups the purpose and wants of Canadian women is providing free services to immigrant men because this is how all Canadian women chose to live as women. The expectation of women is back to the stone age to obey, speak when given permission and respect abuse. Our authorities now back that up. Don't believe me you can see evidence. We are being forced by law to change. How many persons with criminal records are here in past decade was that recent news report? There's good and bad but if you don't respect the bad then see what happens to you because suddenly you will the bad one as a Canadian so be prepared to respect and appreciate everything you spent a lifetime believing you didn't have to. Some people could write an encyclopedia of wild and bizarre things and opinions and expectations of the views others have of life here and it would make most here all their lives want to flee and leave. There are two opposite meanings of what respect is. It amounts to respect them and everything bad and disrespectful to us or we have no respect any other names. This includes not one specific culture but numerous ones and I am referring to a different one than referenced in this video. Respect divided into two opposite meanings, ignorance, lack of care, abuse, hate and so many things which our government is permitting to happen and people are losing their physical lives and becoming physically and mentally ill and it is directly related to destroying Canadians living here, killing them to force a message of change of respects and persons need to die to force it.
Identity Attack0.07673789
Insult0.03599453
Profanity0.028230323
Threat0.045895394
Severe Toxicity0.00579834
Low Tox 0.115658075 Constructive 0.83
Aug 28, 2025 Why Canadians Are Turning Against …
Can you make a video on the town of Leamington as well? It has a very large Hispanic population, similar to Brampton and Indians
Can you make a video on the town of Leamington as well? It has a very large Hispanic population, similar to Brampton and Indians
Identity Attack0.10221587
Insult0.023608726
Profanity0.03915693
Threat0.01101667
Severe Toxicity0.005531311
Low Tox 0.11398677 Constructive 0.599 Question
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
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...
Make a video on Montreal its very French not Canadian
Make a video on Montreal its very French not Canadian
Identity Attack0.1007269
Insult0.022190686
Profanity0.021740068
Threat0.008259222
Severe Toxicity0.003604889
Low Tox 0.112436704 Low Con 0.28 Question
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I feel if tyler is making a video about it…it’s an issue…
I feel if tyler is making a video about it…it’s an issue…
Identity Attack0.007547563
Insult0.02618698
Profanity0.033144772
Threat0.009981008
Severe Toxicity0.003528595
Low Tox 0.11223003 Moderate Con 0.361 Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To …
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To make matters worse, this fellow then makes a dishonest claim himself. The 817,000 arrivals during the first three months of 2025, that he claims is not immigration, but a population bomb. He's not telling you that this figure is not reflective of people seeking to remain in Canada permanently. The figure includes student visas, work permit holders including work permit extensions: many of these people will benefit Canada and then go back to their countries. If you look at the FAR more relevant figures for actual population growth, they show that the population will grow MUCH more slowly in 2025 than it did in 2024. I'm disappointed that the person who made this video did not see fit to provide real context to all this anti-immigrant sentiment. Inflating the problem is dangerous. The economic hurt is real, but throwing into the mix completely misleading figures about how fast the population is growing only serves to weaponize the pain being felt from the economy, against immigrants. We can't have a lucid conversation about the problem and the solutions, if the medium is this non-existent standard for fact-checking. Channel owner, please do better.
Identity Attack0.019274252
Insult0.059061307
Profanity0.017845914
Threat0.0084793
Severe Toxicity0.0024795532
Low Tox 0.11202335 Constructive 0.773 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
You should also make a video on the Italian invastion of the Ontario government in Canada. They've captured the goverment and are given tens of billions in government contracts and grants, back-door deals, and heads …
You should also make a video on the Italian invastion of the Ontario government in Canada. They've captured the goverment and are given tens of billions in government contracts and grants, back-door deals, and heads up on projects (413 highway) before the public knows so Italians can buy up all the land. Check out the companies that received funding from the Skills and Development fund. Mostly Italian companies and donors to his government. It's also ironic, because this government lobbied for more and more immigrants and opened up scam colleges to bring immigrants in and exploit them for low wages. But na, let's ignore all that and blame immigrants for everyone's problems.
Identity Attack0.057492398
Insult0.05203446
Profanity0.017709278
Threat0.007832011
Severe Toxicity0.0030517578
Low Tox 0.11202335 Constructive 0.582 Unverified_Claim
Mar 1, 2026 Inside Canada's Indian Invasion...
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent …
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent from Europe and Asia as well. But the USA doesn’t want this to happen, so these propaganda channels are becoming active. Look at the timing of this video. Keep in mind that the most brilliant minds from Asia, Europe, and even your own country are working for Canada that’s why companies are recruiting them so assuming they have no civic sense doesn't make sense . At the same time, you must be able to identify the moles among them. Trudeau has already given authority to an alleged Indian terrorist within his regime. A wise decision is needed for your country's growth
Identity Attack0.050671257
Insult0.039444692
Profanity0.019143965
Threat0.0074306927
Severe Toxicity0.002861023
Low Tox 0.11129999 Constructive 0.531 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Make this video in Fremont CA its lil Mumbai over there
Make this video in Fremont CA its lil Mumbai over there
Identity Attack0.036620867
Insult0.022706337
Profanity0.049427703
Threat0.019918699
Severe Toxicity0.006790161
Low Tox 0.1104733 Moderate Con 0.339 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
That guy talks about taxes 😂. Please also make video on how much tax bramton generates. This propaganda video was good tho👍. The way you ate in Indian restaurant will clear all the doubts in …
That guy talks about taxes 😂. Please also make video on how much tax bramton generates. This propaganda video was good tho👍. The way you ate in Indian restaurant will clear all the doubts in viewers that you are not secular. You are doing alot for Canada 😂😂😂
Identity Attack0.036878675
Insult0.032689095
Profanity0.016752819
Threat0.0066927844
Severe Toxicity0.0025558472
Low Tox 0.104795754 Moderate Con 0.445
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Make this video big in Japan
Make this video big in Japan
Identity Attack0.042550452
Insult0.017088935
Profanity0.051431753
Threat0.024235269
Severe Toxicity0.007133484
Low Tox 0.09872158 Moderate Con 0.335 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
Let’s make a video on — how native feels abt Eurofication?
Let’s make a video on — how native feels abt Eurofication?
Identity Attack0.053854458
Insult0.019999169
Profanity0.033144772
Threat0.011974656
Severe Toxicity0.0038909912
Low Tox 0.0969861 Low Con 0.288 Call_To_Action
Feb 28, 2026 Inside Canada's Indian Invasion...
I do enjoy the content Tyler makes but honestly some videos need to be reconsidered. I could sit here and say a whole of negative and bad things about this but I won't. maybe Tyler …
I do enjoy the content Tyler makes but honestly some videos need to be reconsidered. I could sit here and say a whole of negative and bad things about this but I won't. maybe Tyler will take some of the money he makes off this video and use that to better the state of India so that people won't need to seek a better quality of life.
Identity Attack0.02439919
Insult0.023995465
Profanity0.030138692
Threat0.010369381
Severe Toxicity0.002822876
Low Tox 0.08479069 Constructive 0.704 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
She’s crying about making $21 an hour. I wish I was making that. It would also help if our youth came out of the basement, stopped playing video games, got off TikTok, stopped smoking that …
She’s crying about making $21 an hour. I wish I was making that. It would also help if our youth came out of the basement, stopped playing video games, got off TikTok, stopped smoking that “funny stuff,” and maybe actually tried applying for those jobs.
Identity Attack0.0032558115
Insult0.0279513
Profanity0.02071529
Threat0.006912862
Severe Toxicity0.001373291
Low Tox 0.08083374 Moderate Con 0.489 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
All the people who come to Canada, if they stop making reels and short videos, I think immigration will drop significantly.
All the people who come to Canada, if they stop making reels and short videos, I think immigration will drop significantly.
Identity Attack0.043839492
Insult0.02122384
Profanity0.012346277
Threat0.007689608
Severe Toxicity0.001745224
Low Tox 0.07845957 Low Con 0.233
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Finally this guy makes a video in my home
Finally this guy makes a video in my home
Identity Attack0.014249804
Insult0.017549826
Profanity0.041912504
Threat0.020609349
Severe Toxicity0.00579834
Low Tox 0.07371122 Moderate Con 0.326 Meta_Commentary
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.