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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: "This is same thing the …" 894 comments · Page 9 of 36
From Canada. This is the worst thing to happen to our country. It's been a straight up invasion. And our government let them in with an open door. Awful.
From Canada. This is the worst thing to happen to our country. It's been a straight up invasion. And our government let them in with an open door. Awful.
Identity Attack0.28034934
Insult0.4378843
Profanity0.07482228
Threat0.011249693
Severe Toxicity0.017093835
Moderate 0.42985553 Moderate Con 0.369 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
why does the government allow this to happen right under their nose lmao. indian invasion of Canada lmao. this guy's joking, right? i mean if he's asking why we can't just send in a masked …
why does the government allow this to happen right under their nose lmao. indian invasion of Canada lmao. this guy's joking, right? i mean if he's asking why we can't just send in a masked paramilitary to gun down unrelated soccer moms and icu nurses dead in the streets to stop the smuggling, we don't do that in Canada. we don't do the fascist thing particularly well here.
Identity Attack0.40255263
Insult0.3486032
Profanity0.16217725
Threat0.42133212
Severe Toxicity0.02514347
Moderate 0.4274071 Moderate Con 0.398 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Whites should be last ones to cry about invasion and replacement. That's how Indians, native americans, indigenous people and africans felt when whites did the same thing to them.
Identity Attack0.5135796
Insult0.24928534
Profanity0.117874645
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.4274071 Constructive 0.557 Identity Attack Moral_Argument
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
What I'm surprised by as a Canadian myself, how come nobody did a thing to prepare... this was very obvious during Covid that you needed to get out of the Canadian Dollar and into something …
What I'm surprised by as a Canadian myself, how come nobody did a thing to prepare... this was very obvious during Covid that you needed to get out of the Canadian Dollar and into something less trash.
Identity Attack0.18158256
Insult0.4794537
Profanity0.075792134
Threat0.0062137907
Severe Toxicity0.008811951
Moderate 0.4269174 Moderate Con 0.447
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
This video is dangerous. I am definitely Unsubscibing. Do better, Tyler. U could do good with your footage, but you leave things way too open and lacking in deeply important nuance. These ciews can easily …
This video is dangerous. I am definitely Unsubscibing. Do better, Tyler. U could do good with your footage, but you leave things way too open and lacking in deeply important nuance. These ciews can easily be used as bias leaning toward racism. Increase your understanding of xenophobia and these issues, please. You're spreading ignorance and hate with your work, while posing as being impartial. The lowest thing u could do.
Identity Attack0.08583717
Insult0.36798462
Profanity0.10920923
Threat0.011223801
Severe Toxicity0.016706496
Moderate 0.4269174 Constructive 0.705 Meta_Commentary
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
I think this is what the Bible meant when they said you run to the stone the stone will say I can't help you I am in the same boat like you you run to …
I think this is what the Bible meant when they said you run to the stone the stone will say I can't help you I am in the same boat like you you run to the tree the tree will say I can't help you even I am in the same boat like you I think this is what the Bible meant no place to run because India overpopulated their own country they have no place to run so they will populate the entire world that's exactly what the Bible meant button parables me I'm just going to pray to die quickly because it's better in heaven it's corrupted on Earth what are we living for to put up with all this bullshit. Pull the Bible out people. And see that Jesus speaks of these same thing.
Identity Attack0.41975367
Insult0.24928534
Profanity0.22105443
Threat0.39416263
Severe Toxicity0.16960317
Moderate 0.4269174 Constructive 0.62 Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Sad to see they are allowing idol worship which brings curse upon a country, India is cursed because of Idol worship. The last guy says that everyone worship one God, but he fled India where …
Sad to see they are allowing idol worship which brings curse upon a country, India is cursed because of Idol worship. The last guy says that everyone worship one God, but he fled India where there is millions starving to feed few thousand there and have a better life there. The things that come out of these Hindus and Sikhs mouths just don't make sense
Identity Attack0.46028158
Insult0.37506318
Profanity0.27342406
Threat0.05430072
Severe Toxicity0.023645958
Moderate 0.4269174 Moderate Con 0.433 Identity_Assertion
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
2:29 okay, these little things are the reasons why when people think of India they think of a dirty place, like it's just toxic to place a specific road with clear garbage on the side, …
2:29 okay, these little things are the reasons why when people think of India they think of a dirty place, like it's just toxic to place a specific road with clear garbage on the side, out of all the clips you can find of Punjab, like i get that India is pretty dirty but you're putting it after he said he would prefer to live in Punjab as if he's wrong to think that , why not put golden temple or all the beautiful temples there!!!
Identity Attack0.37507164
Insult0.29383746
Profanity0.20139475
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.707 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese …
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese or Muslim I bet 18 million + are muslim/ Indian or chinese that dislike Canadians , I know most Muslims hate everyone that lives in Canada That one Student is like 50+ how are we letting people like him come here as a student this man is a nurse brah I bet he doesnt know are standards at all This video just makes me hate Canada even more The fucked thing is the old mans right Help the person First but At this point we are just sick of it we cant help ourselfs, we need them all gone back to pre 2010 lvls
Identity Attack0.47178617
Insult0.36798462
Profanity0.0838743
Threat0.04718852
Severe Toxicity0.023458159
Moderate 0.4269174 Moderate Con 0.472 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It's almost like Westerns create it, Asians destroy it We did a tour around all of Asia this past 10 years. It is NOT just India that looks like a land fill, and sad thing …
It's almost like Westerns create it, Asians destroy it We did a tour around all of Asia this past 10 years. It is NOT just India that looks like a land fill, and sad thing of it is it's mostly a cultural issue not a miss manage of trash
Identity Attack0.46028158
Insult0.40243408
Profanity0.20016506
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.594 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I don't care if someone thinks of me as racist. Grow up people. If you want to get away with something call it racist. Canadians need to toughen up and put their foot down and …
I don't care if someone thinks of me as racist. Grow up people. If you want to get away with something call it racist. Canadians need to toughen up and put their foot down and get rid of migrants. This birth thing is a lie. People are going to be loosing jobs like crazy because of robots and AI. I'd coming soon.
Identity Attack0.35299334
Insult0.4378843
Profanity0.098377466
Threat0.0475118
Severe Toxicity0.021290002
Moderate 0.4269174 Moderate Con 0.45 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
80,000 is a average city size in Canada. An average sized city is missing in Canada. That makes me feel really secure with the liberal government. NOT! Liberal voters are clueless. 11 years of this …
80,000 is a average city size in Canada. An average sized city is missing in Canada. That makes me feel really secure with the liberal government. NOT! Liberal voters are clueless. 11 years of this garbage. A question to the liberal voters. Name 1 good thing the liberals have done good in 11 years?
Identity Attack0.10221587
Insult0.47787863
Profanity0.096482486
Threat0.007340072
Severe Toxicity0.010681152
Moderate 0.4269174 Moderate Con 0.448
Sep 29, 2025 IRCC Names India in Study …
You guys are not Canadian . Your ancestors are invaders. The same thing u guys did during the colonial era . They thought the same 😂😂. Now what u do is what u reap😂😂😂
You guys are not Canadian . Your ancestors are invaders. The same thing u guys did during the colonial era . They thought the same 😂😂. Now what u do is what u reap😂😂😂
Identity Attack0.37012735
Insult0.40698266
Profanity0.06596114
Threat0.011275585
Severe Toxicity0.023076924
Moderate 0.42568782 Low Con 0.245 Identity_Assertion
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
as a Canadian i can confirm that Indians are literally taking over this country. i swear every year the Indian population doubles/triples. the thing that is frustrating about it is that they don't try and …
as a Canadian i can confirm that Indians are literally taking over this country. i swear every year the Indian population doubles/triples. the thing that is frustrating about it is that they don't try and adapt to the culture at all. its really annoying because if you mention anything about it you are just labeled a racist.
Identity Attack0.48990932
Insult0.34548226
Profanity0.072882555
Threat0.009048914
Severe Toxicity0.01935331
Moderate 0.42349213 Moderate Con 0.497 Fear_Threat
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
If Quebec wants to end that program, that is they choose. However, you can't just offer something like that then cut it off with no warning. Those who are in it should be grandfathered in, …
If Quebec wants to end that program, that is they choose. However, you can't just offer something like that then cut it off with no warning. Those who are in it should be grandfathered in, or at least given the opportunity to be grandfathered in. And then end the program. Just cutting it off like that is the most disgusting thing I have ever seen, that's something the americans would do. We are not americans, we are not nazi terrorists like them.
Identity Attack0.36702603
Insult0.46476576
Profanity0.06546012
Threat0.013631714
Severe Toxicity0.014705247
Moderate 0.42349213 Constructive 0.535 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the …
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the far right. The same is playing out in other countries. That is the plan to gain power. Even getting people of the same ethnicity to give legimacy. Like giving testemonials to sell some crap on tv.😂 I am not surprised if people are angry, but they should get the facts, before they do something based on lies.
Identity Attack0.14661247
Insult0.40243408
Profanity0.38343847
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.42349213 Constructive 0.523 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
You claim not to be racist, yet you zoom in on a man wearing slides as if he’s committing a crime? You cut to videos of only filthy street food and people doing disgusting things, …
You claim not to be racist, yet you zoom in on a man wearing slides as if he’s committing a crime? You cut to videos of only filthy street food and people doing disgusting things, generalizing an entire country based on hateful reels that I know you make as well. This adds fuel to the fire. By your logic, you probably live in a crack den, surviving on canned beans and food I wouldn’t even feed my farm animals, doped up on speed, living the American dream? I should make a video showing Tyler Oliveira’s homeland and cut to montages of Kensington, Philadelphia, Skidrow, and all those poor homeless communities you visit and antagonize for views and money. I should show all the weirdos that you know wander the streets of the country you call home, hurting and killing people in the name of beef or some ridiculously moronic bullshit. At least I don’t have to worry about getting shot or kidnapped by masked men in my country, but go on, bro, focus on the poop slingers and beggars. I’m absolutely not against you making videos on such topics, highlighting the abuse of the immigration system in both countries is important and above that, is your right to express yourself or report on. However, adding these unwanted tangents for clout and view baiting is not the definition of “independent journalism” that you claim to do. I was a huge fan of yours, but ever since you started making content about immigrants in New York City, you’ve gone down a very dark path. I hope you reflect on your actions and reconsider your outlook on the world.
Identity Attack0.12556632
Insult0.44126466
Profanity0.1308005
Threat0.02613456
Severe Toxicity0.023076924
Moderate 0.42349213 Constructive 0.686 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
The well mannered and actually civilized high IQ Punjabs are the reason why Canada thought letting Indians in was a good idea btw, it's the same thing Canada did in the 80s-00s; they liked Hong …
The well mannered and actually civilized high IQ Punjabs are the reason why Canada thought letting Indians in was a good idea btw, it's the same thing Canada did in the 80s-00s; they liked Hong Kongers and thought letting in piss poor low IQ mainland Chinese was a good idea. Canada never learned anything and never will.
Identity Attack0.4482637
Insult0.4196762
Profanity0.22321637
Threat0.00967031
Severe Toxicity0.023076924
Moderate 0.42129645 Moderate Con 0.447 Identity_Assertion
Feb 9, 2026 Inside Canada's Indian Invasion...
They question because they don't want the common folk questioning how they run things. When you suck at a job you don't want to hear about it....
They question because they don't want the common folk questioning how they run things. When you suck at a job you don't want to hear about it....
Identity Attack0.008065533
Insult0.3388922
Profanity0.37653163
Threat0.0076637166
Severe Toxicity0.015479924
Moderate 0.42129645 Low Con 0.274 Policy_Critique
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Brampton has been Brown Town since the 90s and nothing wrong with that. Same thing happend in Surrey in BC. The mass immigration of Indians lately to these areas is because that's where their beachhead …
Brampton has been Brown Town since the 90s and nothing wrong with that. Same thing happend in Surrey in BC. The mass immigration of Indians lately to these areas is because that's where their beachhead is so to speak. The problem is the low quality of immigrants. For some reason the new influx are like the gypsies of the Indian people. They are scammers and cheaters. Other Indians don't want them around either. Look at the politicians and the government administrators, the college deans that had 9/1 Indian to Canadians. They aren't held accountable. They got promotions.
Identity Attack0.458714
Insult0.4339631
Profanity0.15812257
Threat0.013269233
Severe Toxicity0.023076924
Moderate 0.41910073 Constructive 0.55 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much …
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much more pushy with their religions. I have no respect for that. So there might be a lot of them, but they don't ruin it as per say. As long as they don't shit on the beach and use garbage cans and not sidewalks. I won't go to india an impose my belief or way of living. And i don't think they do that in canada either. But others do it. Sadly, by association of the religion, some will see them as the same people. Anyways we're in 2026, religions are stone age laws to scare people. Now we have actual laws that are based on being a decent person, not the winner or the best, or the only right way. No need for some boogeyman in the sky to scare you, 10 years in prison should be enough to make you behave like a decent human. Even 1 month is enough for me to not be some idiot. We had horses, now we have cars. We had gods, now we have laws. Simple evolution and progress. Well some countries didn't get that update apparently. And noooo, if i say one bad word about an ideology, not a race (yaaawn, human race, all the same) i will be hunted down. That should tell you everything about the situation. You don't like my ideas? Ok, you do you. I don't like your ideas? Throw me off a roof? I'm sorry what? Should all be banned worldwide. Believe what you want, don't impose your ignorance on others. Especially not with force or threats.
Identity Attack0.3817989
Insult0.36798462
Profanity0.4193644
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.654 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these …
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these people that are not Canadian, not born here, migrated here, and are doing so many sickening illegal things to OUR PEOPLE. Kidnappings. Abductions. Stalking single women. Stealing. Squatting in homes and properties. All that with no consequences. Zero. None. And yet they receive all the jobs. All the income. All the amenities that natural born true Canadians should receive and very well deserve. I have never understood why these immigrants all of a sudden bombarded our small towns and cities like swarms of rodents or insects and expect to be welcomed with open arms. It seemed like it happened overnight! I remember seeing a few immigrants wearing their traditional towel wrap things on their heads in a mall one day and I was okay with it. Figured they were tourists or something and then BAM there are THOUSANDS of them moving in our towns and act like they own the place. Trying to intimidate US! In our OWN COUNTRY! It really angers me from within but at the same time I don’t want to come off as a racist or a hater or wtv. I’m not a racist by any means, but I am a very protective Canadian and I love my people and my country and I will help do whatever it takes to protect my country from immigrants and them thinking that they can push us around, intimidate us and try to act superior when they are the ones pretty much INVADING our beautiful, peaceful country. I am a PROUD CANADIAN SON. Pardon my long rant. Love, Peace and Unity 👊🏽 #nativecanadianpride
Identity Attack0.46028158
Insult0.38406035
Profanity0.07255927
Threat0.13262562
Severe Toxicity0.023411209
Moderate 0.41168427 Constructive 0.713 Fear_Threat
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
You know what was two good things about European immigration to the US? No monkey Gods or dirty feet
You know what was two good things about European immigration to the US? No monkey Gods or dirty feet
Identity Attack0.37507164
Insult0.40189892
Profanity0.20808282
Threat0.010964886
Severe Toxicity0.023076924
Moderate 0.41168427 Low Con 0.287
Jan 27, 2026 Inside Canada's Indian Invasion...
It feels more like a white vs brown thing rather than anti-immigrant. As some white people were immigrants as well themselves who think Indians do not deserve to be at the same place as they …
It feels more like a white vs brown thing rather than anti-immigrant. As some white people were immigrants as well themselves who think Indians do not deserve to be at the same place as they are. It smells of hypocrisy and colonial mindset as most of them were old and had seen older colonial days.
Identity Attack0.46028158
Insult0.37960073
Profanity0.082581155
Threat0.008323951
Severe Toxicity0.015286255
Moderate 0.40614098 Constructive 0.577
Oct 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
People come here never work in their life getting $1500 a month for pension,I came work my ass off 4 head injuries from resident in seniors home who should be in mental faculties, Injury to …
People come here never work in their life getting $1500 a month for pension,I came work my ass off 4 head injuries from resident in seniors home who should be in mental faculties, Injury to my back I am in plains two tear shoulders, and foot pains in my 60S came to Canada in my 50S young people come here in their 20S Never work getting everything in Canada. Things need to change. People who comes here to get free benefits house and everything while we work and when we retire 800😢😮😢😮😮😭😱😔🤯
Identity Attack0.17459276
Insult0.3416952
Profanity0.2980872
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.603 Personal_Narrative
Aug 25, 2025 1 likes 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.