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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: "They will take over Canada …" 495 comments · Page 1 of 20
Im a nova scotia we are fucked these fuckjn people keep coming taking our jobs taking over canada isnt Canada we are not canada any more we are little India we are fucked tax has …
Im a nova scotia we are fucked these fuckjn people keep coming taking our jobs taking over canada isnt Canada we are not canada any more we are little India we are fucked tax has gone up since they have got here we aren't a free country and more we are not ina flourishing country Canada and nova scotia has gone to hell do not come here our country is fucked it's run by diaper heads
Identity Attack0.6320481
Insult0.6991143
Profanity0.8326356
Threat0.06690872
Severe Toxicity0.50703704
Toxic 0.9061063 Moderate Con 0.392 Identity Attack Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
they need to get the fuck out of our country the worse part of the timmies workers is they all claim good enough to work good enough to stay but they arnt good enough, most …
they need to get the fuck out of our country the worse part of the timmies workers is they all claim good enough to work good enough to stay but they arnt good enough, most people who worked at timmies before were teenagers and i always got my order right now these fucking idiots work there and cant make a bagel and coffee how fucking hard is it the fucking place is a coffee place and no one there can make a fucking coffee i have gone back and just thrown my order at them and left (you can think thats disrespectful but they are fucking up a job children do then argue with you when you try take it back). Youth unemployment is at a record high in ontario because these places will not hire white people. they think we are all below them in our country (yes i am native so before you fucking cry about white people talking canada STFU) they get more then people of our native homeland
Identity Attack0.46028158
Insult0.66500133
Profanity0.8186401
Threat0.2836219
Severe Toxicity0.50703704
Toxic 0.9061063 Constructive 0.526 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Stupid liberal party letting these people in Canada taking away our Canadian culture! We need a strong Leader and get out Islamist Muslims and India immigrants before they fuck up Canada!
Stupid liberal party letting these people in Canada taking away our Canadian culture! We need a strong Leader and get out Islamist Muslims and India immigrants before they fuck up Canada!
Identity Attack0.7778623
Insult0.7762574
Profanity0.6983885
Threat0.07629784
Severe Toxicity0.44860926
Toxic 0.8988238 Low Con 0.203 Identity Attack Insult Fear_Threat
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
Oh f**k this is sickening to watch! There everywhere now with the Muslim take over of Christian Europe.Just wait for the Chinese onslaught invasion. I hope I'm not reincarnated as a Hindi , Sikhs, Muslim …
Oh f**k this is sickening to watch! There everywhere now with the Muslim take over of Christian Europe.Just wait for the Chinese onslaught invasion. I hope I'm not reincarnated as a Hindi , Sikhs, Muslim or Chinese. Nothing I grew up with can I recognize anymore. Canada is f**ked!
Identity Attack0.7406625
Insult0.6336687
Profanity0.8089582
Threat0.10389658
Severe Toxicity0.45895407
Toxic 0.89241093 Moderate Con 0.354 Identity Attack Insult
Oct 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
this is awesome we need more indians in canada! Hindu and punjabi will take over! YESSS YESS! more trash and a buch of fuck head people..
this is awesome we need more indians in canada! Hindu and punjabi will take over! YESSS YESS! more trash and a buch of fuck head people..
Identity Attack0.6458014
Insult0.6991143
Profanity0.7654259
Threat0.12996206
Severe Toxicity0.45895407
Toxic 0.85850734 Low Con 0.289 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Congratulations youre so dumb yo think Islam is taking over britian and Canada is being taken over by india. Grow up you islamaphobic racist
Congratulations youre so dumb yo think Islam is taking over britian and Canada is being taken over by india. Grow up you islamaphobic racist
Identity Attack0.5698139
Insult0.8032227
Profanity0.33453682
Threat0.013010317
Severe Toxicity0.20067264
Toxic 0.85173553 Low Con 0.219 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is a shit hole. America might as well just take it over
Canada is a shit hole. America might as well just take it over
Identity Attack0.5135796
Insult0.6109131
Profanity0.7796426
Threat0.025098583
Severe Toxicity0.2733782
Toxic 0.8403191 Low Con 0.129 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada REALLY needs to return to two official religions again. Christian and Jewish. Ban Islam and no tax free for other religions. Indians won't hire Canadians and they take over our business'. They smell and …
Canada REALLY needs to return to two official religions again. Christian and Jewish. Ban Islam and no tax free for other religions. Indians won't hire Canadians and they take over our business'. They smell and are HORRIBLE because they cut corners everywhere and are super cheap. They've turned Tim Hortons into shit holes. A&W is crap. These people are dirty and disgusting. To all business owners. NEVER hire Indian. They will ruin your business.
Identity Attack0.7063701
Insult0.72868866
Profanity0.5188411
Threat0.10236332
Severe Toxicity0.35368225
Toxic 0.78855824 Moderate Con 0.494 Identity Attack Insult Fear_Threat
Feb 6, 2026 Inside Canada's Indian Invasion...
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it …
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it becomes a problem. Canada accepts a lot of immigrants more then the US but if the US had a less strict immigration policy it would probably look very similar. Canada is super under populate comparing it to other countries of the same exact size. Hey Canadians can we not be as racist as the flipping Americas. Saying that they're is an invasion of people who have proper documentation and are allowed to live in Canada is racist. To say you want people of a different race or culture is flipping racist no matter what way you spin it. It makes me so angry that fucking youtuber with no fucking degree gets to shit on others people lives and profit off of it. And the sad part is Tyler is not the only one doing this but many other youtubers are straight up doing bad journalism and taking random peoples word for it...with zero degrees in the matter they are speaking about. Yes sometime he gets people who actually know what they are talking about but most the time they are super bias or have something to gain from talking about it. Anyways, I just tired of "Scary" propaganda most the time it's not an actually issue. What we as Canadians should be focused on why you need 10+ years of experience to work a minimum wage job (And it isn't Indian immigrants fault but greedy corporations)
Identity Attack0.55044734
Insult0.57787937
Profanity0.70384485
Threat0.03304107
Severe Toxicity0.3529199
Toxic 0.78711975 Constructive 0.734 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Um the guy on the bike was a POS I know not to take my black ass to Canada
Um the guy on the bike was a POS I know not to take my black ass to Canada
Identity Attack0.57150364
Insult0.50440645
Profanity0.6643082
Threat0.021645326
Severe Toxicity0.18844056
Toxic 0.78207105 Moderate Con 0.389 Identity Attack Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
These immigrants are coming from war war-torn countries and bringing all of their shit with them. They are here for convenience and a free ride and they care nothing about Canadian culture or values. Take …
These immigrants are coming from war war-torn countries and bringing all of their shit with them. They are here for convenience and a free ride and they care nothing about Canadian culture or values. Take your Sharia laws and F off! Go back to where you came from! The government sucks and instead of a melting pot, Canada is a cesspool. I'm sick of immigrants who want Canadians to change for them, because it's not like their country. The solution is DEPORTATION!
Identity Attack0.61901736
Insult0.66500133
Profanity0.57236236
Threat0.06238277
Severe Toxicity0.35368225
Toxic 0.7701451 Moderate Con 0.358 Identity Attack Insult Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
This s*** is why Americans and America are treating us so piss poorly our government was told to secure our border and what does our government do? it ignores the ever-living s*** out of the …
This s*** is why Americans and America are treating us so piss poorly our government was told to secure our border and what does our government do? it ignores the ever-living s*** out of the issue. Now we've got hey dude video taping himself being smuggled into the US. And then moron Canadians go on and say well the tariffs are this the tariffs are that, the tariffs wouldn't have happened if our government had done its damned job. What's happening right now between Canada and the US has everything to do with our governments incompetency and moronism and absolutely nothing to do with the Americans trying to take over or do some other evil bulshit.... And all of it could have been avoided if our government had actually listened to the US and secured our f****** borders
Identity Attack0.5135796
Insult0.6370372
Profanity0.68353343
Threat0.03856628
Severe Toxicity0.35368225
Toxic 0.7675452 Moderate Con 0.371 Identity Attack Insult Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Yes ofc Canada like other countries are being used by indian people. And a hell of a lot of them come here to take advantage of Canadian rites!. WTF y u leaving india in the …
Yes ofc Canada like other countries are being used by indian people. And a hell of a lot of them come here to take advantage of Canadian rites!. WTF y u leaving india in the 1st place? There in lies the answer. You people that use/abuse/neglect/ mistreat/ Canadian hospitality are trash, worthless lying scum sucking pukes! Regardless of what Canadian governments say, we will just fine w/o taking criminals,scumbags, worthless pieces of shit. Growing a more populous environment is useless. We don't need more people, we need the people here and now to just do there share in making YOUR country respected. If you cant oblige to that simple respect, GTFO.
Identity Attack0.5135796
Insult0.71120167
Profanity0.57236236
Threat0.04132889
Severe Toxicity0.44787344
Toxic 0.76197964 Moderate Con 0.354 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to Canada and then vanish, awesome job Literals! Also great job on mass immigration of Muslims taking everything we worked for. Nice to see this shit government giving 3rd world countries everything for FREE, …
Come to Canada and then vanish, awesome job Literals! Also great job on mass immigration of Muslims taking everything we worked for. Nice to see this shit government giving 3rd world countries everything for FREE, then treating us REAL Canadians like 3rd world garbage, awesome!
Identity Attack0.65625757
Insult0.6500014
Profanity0.5711371
Threat0.13751452
Severe Toxicity0.35368225
Toxic 0.76197964 Low Con 0.229 Identity Attack Insult
Oct 1, 2025 IRCC Names India in Study …
THANK YOU SO MUCH FOR making this video.. the audacity of that rat looking dude to ask if he will refuse sharia law? What an idiot YOU LEFT YOUR OWN COUNTRY and have the nerve …
THANK YOU SO MUCH FOR making this video.. the audacity of that rat looking dude to ask if he will refuse sharia law? What an idiot YOU LEFT YOUR OWN COUNTRY and have the nerve to call us down for not accepting ur religion.... Piss off.. this government is a joke. How about Quebec take the over 1 million immigrants they took in this year alone, and we'll break off into our own country and make sure they can't BIDEN-IZE Canada. Don't stay quiet.. we need to be heard this is crazy.
Identity Attack0.3817989
Insult0.72868866
Profanity0.34099978
Threat0.013372798
Severe Toxicity0.16960317
Toxic 0.73663366 Moderate Con 0.432 Insult Identity_Assertion
Sep 7, 2025 Why Canadians Are Turning Against …
8:28 they are terrorist,indian government already warned canada buy your justin trudo only care about his votes so it's your government failure that they allow criminals to settle down,these(the guys in photo)motherfucker sell drug they …
8:28 they are terrorist,indian government already warned canada buy your justin trudo only care about his votes so it's your government failure that they allow criminals to settle down,these(the guys in photo)motherfucker sell drug they supply to the punjab through pakistan border all the Punjabi singer who live in canada are also part of it,so being racists towards indian will not help you ask your government to take action on them and return them to indian government
Identity Attack0.5135796
Insult0.5678696
Profanity0.50818664
Threat0.10542984
Severe Toxicity0.35368225
Toxic 0.72028047 Moderate Con 0.35 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I rent out rooms here in Kitchener, there was a huge massive invasion of East indians coming here to Conestoga college. They tell me they are using the visa program just to get into Canada, …
I rent out rooms here in Kitchener, there was a huge massive invasion of East indians coming here to Conestoga college. They tell me they are using the visa program just to get into Canada, then bring their whole family. They don't even care about the schooling. They say " blame Trudeau" "We are taking advantage of the stupidity"
Identity Attack0.44690517
Insult0.71120167
Profanity0.29168049
Threat0.009929225
Severe Toxicity0.023076924
Toxic 0.718943 Constructive 0.519 Insult Unverified_Claim
Oct 9, 2025 IRCC Names India in Study …
If Muslims take over Canada.... Won't it become a shit hole country?! I think so. Whites have no culture? Too funny.
If Muslims take over Canada.... Won't it become a shit hole country?! I think so. Whites have no culture? Too funny.
Identity Attack0.6649212
Insult0.58196646
Profanity0.57488567
Threat0.04098356
Severe Toxicity0.23224458
Toxic 0.718943 Low Con 0.251 Identity Attack Insult Fear_Threat
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
She just wants to completely open up our boarder and have canada over run by these scum ,its time to take back canada ,by force or has this country have no real men left in …
She just wants to completely open up our boarder and have canada over run by these scum ,its time to take back canada ,by force or has this country have no real men left in it ,because when i see our military guys wearing rainbow in there beards and hair 10 years ago i knew we have gone for shit.
Identity Attack0.17381613
Insult0.6336687
Profanity0.6069483
Threat0.026997874
Severe Toxicity0.101760045
Toxic 0.7105462 Moderate Con 0.327 Insult Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Indian money, students, businesses are keeping the Canadian economy afloat. Deal with it! Dienfranchised Unemployed Impoverished Homeless Anglos on the Dole can take a hike! You have no contribution to the GDP of Canada. Pathetic …
Indian money, students, businesses are keeping the Canadian economy afloat. Deal with it! Dienfranchised Unemployed Impoverished Homeless Anglos on the Dole can take a hike! You have no contribution to the GDP of Canada. Pathetic Whiny Losers!
Identity Attack0.4139151
Insult0.72756535
Profanity0.19032755
Threat0.009540852
Severe Toxicity0.02439716
Toxic 0.7105462 Low Con 0.186 Insult Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadian here born and raised in Ontario... Canada is not Canada anymore its a shithole, they shit on the beaches throw bags of trash wherever they want. they cant drive they definitely cannot drive transport …
Canadian here born and raised in Ontario... Canada is not Canada anymore its a shithole, they shit on the beaches throw bags of trash wherever they want. they cant drive they definitely cannot drive transport trucks and they cant do the easiest jobs like take an order from fast food. Miserable quality of life and I'm not even in Brampton i feel bad for the people there.
Identity Attack0.5075293
Insult0.57566804
Profanity0.6370159
Threat0.019228047
Severe Toxicity0.23340854
Moderate 0.687436 Constructive 0.557 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
The guy giving ideas how Canada should be legally with the new immigrantes. And I see , he looks so sorry about , take your salary offer personal help and borrow money or makes a …
The guy giving ideas how Canada should be legally with the new immigrantes. And I see , he looks so sorry about , take your salary offer personal help and borrow money or makes a foundation. Don't look STUPID.!!
Identity Attack0.06522302
Insult0.71120167
Profanity0.27274927
Threat0.0097738765
Severe Toxicity0.023076924
Moderate 0.6827122 Moderate Con 0.338 Insult Policy_Critique
Nov 21, 2025 Thousands of refugees allowed into …
Scam capital of the world India came to scam Canadians right in Canada by placing themselves in gov jobs, security , banks, stores, and rcmp positions , wake the fuck up canada, plus cloaked terrorists …
Scam capital of the world India came to scam Canadians right in Canada by placing themselves in gov jobs, security , banks, stores, and rcmp positions , wake the fuck up canada, plus cloaked terrorists taking over with their terrorist activities
Identity Attack0.48915586
Insult0.5935568
Profanity0.5013569
Threat0.05203775
Severe Toxicity0.21290472
Moderate 0.6744087 Low Con 0.22 Insult Unverified_Claim
Aug 6, 2025 How Canada broke its immigration …
All East Indians gotta go they all scammers and taking jobs. NOBODY IN CANADA CAN GET ONE LIKE WTF!!!
All East Indians gotta go they all scammers and taking jobs. NOBODY IN CANADA CAN GET ONE LIKE WTF!!!
Identity Attack0.5274064
Insult0.5739874
Profanity0.47435758
Threat0.026652548
Severe Toxicity0.17009245
Moderate 0.6667219 Low Con 0.215 Identity Attack Insult Unverified_Claim
Sep 9, 2025 Why Canadians Are Turning Against …
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl …
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl when it is time for her to get a job because my little girl and I are white, so we are put at the bottom of the list for being employed. And on top of that i am expected to bow down and not have a voice or an opinion about anything when it comes to immigrants and that because my daughter and i are white so we are automatically considered to be racists colonizers and forced to pay the price of something that happened long before i was even born and had nothing to do with just because the color of my skin . God gave us all our skin color and made us all . I had no say with being born with the color of my skin. Canadians of all colors and cultures are suffering so badly because we brought in so many immigrants who demand we change everything and pretty much bow down to them and told that we all have to change . Stop trying to change Canada and the Candian people . I refuse to bow down to anyone who tells me that i dont matter, and my opinion doesn't matter because of my skin color and because i am assumed to have bs white privilege. The only people i see having all of the privileges are the immigrants coming in trying to force us to bow down to them while starting protests to change Canada . I will fight against these immigrants who are trying to force Canada to change to their ways, which won't ever happen . If you want to change Canada to your way of life and culture, then just stay in your own damn country . We need to get rid of these protesting immigrants who do this crazy shit . It's pretty pathetic and sickening that Canada lost it's back bone and allowed angry immigrants to come in here and take over everything and try to change the country and laws and treat the Canadian people as if we are less than them which is sickening. As far as i am concerned, any immigrant that came here that are fighting and protesting against Canada to change Canada to how they want Canada to be while treating all Canadian people as second class citizens plus destroying the country and destroying nature while breaking laws and demanding that all Canadians give in to their demands need to be kicked out of Canada and never be allowed to return . It will be a cold day in hell before i bow down to any of them who try to destroy my country and tell me that i am white so i need to be silenced because i am white and a colonizer so i dont matter . And white people have a hard time finding work . My daughter is sick, and so am i, so when it takes 2 years to see a gynecologist or take 6 weeks to see a doctor, it is insane. This situation is so bad for all Canadians that we need to grow a pair of balls and take back Canada and stop sending our money to other countries and stop allowing immigrant terrorists destroying the Canadian people and Canada and it's nature . If Canada doesn't start to fight back, we will all be screwed even more in the very near future . CANADA NEEDS TO GROW A PAIR OF BALLS AND PUT AN END TO THE GOVERNMENT BS AND TO STOP THESE IMMIGRANT TERRORISTS AND CLOSE OUR BOARDERS AND STOP SENDING MONEY TO OTHER COUNTRIES AND DEPORT ANY IMMIGRANTS WHO TAKES PART IN TERRORISTS ACTS AND BREAKS THE LAWS . And it kills me to say this because i love my country, but if Canadians are not going to stand together as one and take back our country and our lives and fight for change now then we might as well become Americas 51st state because we lost our Canadian pride . And it shows that Canadians don't care about Canada anymore . 💔
Identity Attack0.5498214
Insult0.5588244
Profanity0.6643082
Threat0.03304107
Severe Toxicity0.3361876
Moderate 0.6611249 Constructive 0.595 Identity Attack Insult
Sep 7, 2025 Why Canadians Are Turning Against …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.