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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: "I am so tired of …" 153 comments · Page 1 of 7
Cancer.. the west is fucked thanks to weak minded idiots believing in a fantasy world where everybody can hold hands and be friends.. i am tired boss.
Cancer.. the west is fucked thanks to weak minded idiots believing in a fantasy world where everybody can hold hands and be friends.. i am tired boss.
Identity Attack0.3817989
Insult0.7298119
Profanity0.8186401
Threat0.03718498
Severe Toxicity0.44787344
Toxic 0.9061063 Low Con 0.27 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Tired of this shit (no pun intended). Nuke that shithole country already
Tired of this shit (no pun intended). Nuke that shithole country already
Identity Attack0.5135796
Insult0.62169385
Profanity0.8089582
Threat0.50307727
Severe Toxicity0.45510182
Toxic 0.8778702 Low Con 0.227 Identity Attack Insult Threat Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I am sick of and tired of the racist scumbags who like spewing ignorance based racism and hate, instead of actively working to improve the situation for everybody that lives here. Who elected to these …
I am sick of and tired of the racist scumbags who like spewing ignorance based racism and hate, instead of actively working to improve the situation for everybody that lives here. Who elected to these idiotic governments? It is mostly ignorant idiots that vote conservative and liberal.
Identity Attack0.40713623
Insult0.8502231
Profanity0.41031027
Threat0.013269233
Severe Toxicity0.16960317
Toxic 0.85333383 Moderate Con 0.339 Insult
Aug 27, 2025 Why Canadians Are Turning Against …
If you whites are so tired of this shit then ban immigration losers, you are stealing the manpower we need for our development. The same future you stole from us with your colonialism and then …
If you whites are so tired of this shit then ban immigration losers, you are stealing the manpower we need for our development. The same future you stole from us with your colonialism and then you have the audacity to call us all sorts of names. Even if you may be right; remember that this is all your doing. Otherwise we know how clean London was even in the victorian era and how civilised you were when the Roman kicked your asses.
Identity Attack0.6007182
Insult0.66500133
Profanity0.73341435
Threat0.34804323
Severe Toxicity0.35368225
Toxic 0.8364697 Moderate Con 0.321 Identity Attack Insult Moral_Argument
Feb 12, 2026 3 likes Inside Canada's Indian Invasion...
Canadians are SICK & TIRED of Indians. Where is the RCMP ? They should arrest that piece of crap human trafficker.
Canadians are SICK & TIRED of Indians. Where is the RCMP ? They should arrest that piece of crap human trafficker.
Identity Attack0.54996765
Insult0.75027496
Profanity0.46460027
Threat0.13464862
Severe Toxicity0.23225316
Toxic 0.78855824 Low Con 0.276 Identity Attack Insult Identity_Assertion
Jan 27, 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...
Its so fucking tiring… I dont mind them, they are mostly chill folks buts its just TOO FUCKING MANY. Even on the dating apps half females in TO are Poojas. Bruh Ive moved to Canada …
Its so fucking tiring… I dont mind them, they are mostly chill folks buts its just TOO FUCKING MANY. Even on the dating apps half females in TO are Poojas. Bruh Ive moved to Canada for diversity not to live in little India
Identity Attack0.46028158
Insult0.47384647
Profanity0.80158395
Threat0.013424582
Severe Toxicity0.35368225
Toxic 0.7856813 Moderate Con 0.492 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m SIHK and tired of this shit
I’m SIHK and tired of this shit
Identity Attack0.11047905
Insult0.37960073
Profanity0.8186401
Threat0.01940071
Severe Toxicity0.16960317
Toxic 0.7761081 Moderate Con 0.326 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
lmao no Canada is not. if you idiots down east were tired of it, you wouldnt have voted in liberals again for the 15th year in a row...you bastards down east wrecked this beautiful country. …
lmao no Canada is not. if you idiots down east were tired of it, you wouldnt have voted in liberals again for the 15th year in a row...you bastards down east wrecked this beautiful country. I am an immigrant in 1991 at 6 months old, citizen since 1991. I care more about keeping Canadian culture then you pussy libs ever will. thanks for nothing. vote correctly next time....WESTERN CANADA INDEPENENCE WE DONT NEED YOU ONTARIO If anyone of you ever left this nation and travelled to somewhere that wasn't the west, you will understand the importance of keeping this nation how it was.
Identity Attack0.41975367
Insult0.7298119
Profanity0.48510036
Threat0.023544617
Severe Toxicity0.3536391
Toxic 0.76197964 Moderate Con 0.479 Insult
Sep 17, 2025 Why Canadians Are Turning Against …
Respectfully as an Indian, even i am tired of the Indians . Just stay at your own damn places!!
Respectfully as an Indian, even i am tired of the Indians . Just stay at your own damn places!!
Identity Attack0.6007182
Insult0.5678696
Profanity0.64657205
Threat0.04880493
Severe Toxicity0.29621798
Toxic 0.7510937 Moderate Con 0.426 Identity Attack Insult Identity_Assertion
Feb 11, 2026 2 likes Inside Canada's Indian Invasion...
Sick and tired of this country. Damn you, Trudeau!!!
Sick and tired of this country. Damn you, Trudeau!!!
Identity Attack0.14019285
Insult0.6677319
Profanity0.55356324
Threat0.039602257
Severe Toxicity0.16960317
Toxic 0.7510937 Moderate Con 0.324 Insult
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, …
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, I'm tired of going to a fast food chain and my order is screwed up so bad, no please or thanks they look at me like I'm an asshole cause I'm white they don't know me, they assume I'm a white male, I'm automatically an asshole,
Identity Attack0.57150364
Insult0.5935568
Profanity0.6919765
Threat0.044278983
Severe Toxicity0.35112193
Toxic 0.743089 Constructive 0.72 Identity Attack Insult Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, …
Thanks for this, you are saying what I feel I'm not racist, I'm just fed up, these people, mostly Indian, come here and take all the jobs, barely speak English, are rude and don't care, I'm tired of going to a fast food chain and my order is screwed up so bad, no please or thanks they look at me like I'm an asshole cause I'm white they don't know me, they assume I'm a white male, I'm automatically an asshole,
Identity Attack0.57150364
Insult0.5935568
Profanity0.6919765
Threat0.044278983
Severe Toxicity0.35112193
Toxic 0.743089 Constructive 0.722 Identity Attack Insult Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
BRO! Thanks for covering this f’n abomination! I live a few hours from there and my city’s jobs have been invaded by imported thrd wrld dirty, lazy Ind*@ns! They sh*t and piss in public in …
BRO! Thanks for covering this f’n abomination! I live a few hours from there and my city’s jobs have been invaded by imported thrd wrld dirty, lazy Ind*@ns! They sh*t and piss in public in front of families, on the beaches, on toilet seats, don’t flush or wash their hands or themselves, they stank up any place they’re in, they’re starting to form clans and sh**ting up neighbourhoods, these are just facts! We are sick and tired of imported low wage labourers taking f’n jobs so that corps can maximize profit! NEVER believe them when they lie and tell you “it’s because the citizens don’t want the jobs”, that’s a load a BS!! White dude on the bike is based af and spitting facts! Deport 70% of them and put a moratorium on immigration NOW!
Identity Attack0.57150364
Insult0.6120431
Profanity0.6242122
Threat0.09623027
Severe Toxicity0.38274905
Toxic 0.71760553 Constructive 0.615 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Almost all Edmonton transit drivers are Indian ....a public service taken over by a group of foreigners taking jobs from Canadians and freezing others out. Also add Tim Hortons ,McDonald's ,a and w ,Walmart,Canadian Tire …
Almost all Edmonton transit drivers are Indian ....a public service taken over by a group of foreigners taking jobs from Canadians and freezing others out. Also add Tim Hortons ,McDonald's ,a and w ,Walmart,Canadian Tire ...this is an takeover and I can't believe Canadians are so stupid as the be blind to what's going on
Identity Attack0.55044734
Insult0.71027446
Profanity0.22723788
Threat0.009566744
Severe Toxicity0.02425631
Moderate 0.6989911 Constructive 0.507 Identity Attack Insult
Oct 1, 2025 IRCC Names India in Study …
Deport all these jeets back to India they're destroying Canada. Dirty dirty people. They don't assimilate AT ALL. Even Indians are sick and tired of Indians. They literally destroyed Tim Horton's.
Deport all these jeets back to India they're destroying Canada. Dirty dirty people. They don't assimilate AT ALL. Even Indians are sick and tired of Indians. They literally destroyed Tim Horton's.
Identity Attack0.6637263
Insult0.6336687
Profanity0.26463717
Threat0.13815513
Severe Toxicity0.23224114
Moderate 0.6852916 Moderate Con 0.348 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
I WISH They would ALL take off to the U.S. Im sick of it. It's NOT RACISM, IT'S NUMBERS! There are FAR TOO MANY. They DON'T RESPECT OUR COUNTRY! THEY TREAT US LIKE SHIT. THEY …
I WISH They would ALL take off to the U.S. Im sick of it. It's NOT RACISM, IT'S NUMBERS! There are FAR TOO MANY. They DON'T RESPECT OUR COUNTRY! THEY TREAT US LIKE SHIT. THEY ONLY HIRE THEIR OWN! THEY DROVE UP THE RENTAL MARKET Cuz we DON'T HAVE THE ROOM For them, & they make it impossible to find a place. They're RUDE, ENTITLED & THE WORST THING THAT'S HAPPENED TO CANADA IN MY ENTIRE 47 YRS! Im TIRED OF BEING NICE & Keeping my mouth shut. We basically let them walk right in & take over. If it ain't them, it's the Africans & Muslims. The guy on the bike being interviewed is 100000% RIGHT! And WHO THE FU*K Gives them DRIVERS LICENCES? They drive like they're still in INDIA! Why TF COME here if they're ONLY GONNA MAKE IT Like INDIA? STAY IN INDIA IF u DON'T ASSIMILATE!
Identity Attack0.40351558
Insult0.6099415
Profanity0.4662011
Threat0.06658544
Severe Toxicity0.23224974
Moderate 0.6611249 Constructive 0.544 Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Im tired of seeing these god damn rainbow flags and foreigners getting getting with PDFile stuff (mostly Pakistanis). Canada needs to be aloud to own pistols for home defense
Im tired of seeing these god damn rainbow flags and foreigners getting getting with PDFile stuff (mostly Pakistanis). Canada needs to be aloud to own pistols for home defense
Identity Attack0.49584505
Insult0.5130944
Profanity0.6069483
Threat0.06690872
Severe Toxicity0.16960317
Moderate 0.6491204 Moderate Con 0.34 Insult
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
I'm sick of immigrants. I've had multiple scammed lotto tickets that won were taken & fed BS. Up to 147,000 & because it was a quick-pic lotto corp doesn't even look at signatures!? They walk …
I'm sick of immigrants. I've had multiple scammed lotto tickets that won were taken & fed BS. Up to 147,000 & because it was a quick-pic lotto corp doesn't even look at signatures!? They walk in packs, the doctor's office, the whole family is there?WTF They own businesses, collect government income & hire family, so no taxes are being paid. We're too nice & they walk all over us, bringing their crime & filthy living habits. Pollution pigs! I'm tired of them claiming all the funds they get while working at family restaurants. As A born Canadian can't even get an emergency check?
Identity Attack0.57150364
Insult0.5739874
Profanity0.41255033
Threat0.04363242
Severe Toxicity0.2322463
Moderate 0.6407703 Constructive 0.6 Identity Attack Insult
Aug 27, 2025 Why Canadians Are Turning Against …
Im a Canadian (From Scarborough) whos parents immigrated from South Asia in the 70s-80s & are proud Canadians. Anyone who is Canadian first or second generation Canadian brown people like my self & others are …
Im a Canadian (From Scarborough) whos parents immigrated from South Asia in the 70s-80s & are proud Canadians. Anyone who is Canadian first or second generation Canadian brown people like my self & others are tired of Brampton & all this immigration shit too
Identity Attack0.48949075
Insult0.48484445
Profanity0.6242122
Threat0.010680079
Severe Toxicity0.12546301
Moderate 0.6308517 Constructive 0.653
Sep 19, 2025 89 likes Inside Canada's Indian Metropolis (Brampton)
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous! Why is it that it’s only poopjeets that are being …
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous! Why is it that it’s only poopjeets that are being brought in to take over. Are there no other countries that have refugees that aren’t fleas on the system? The US have black fatigue, well Canada definitely have Hindu fatigue. I’m getting tired of being a second or third class citizen in my own fucking country. Voting to get the Lieberals out will not work, extreme violence is going to be the only way to remove them or Canada will be gone forever. Once that’s accomplished then the mass deportations can start immediately.
Identity Attack0.5135796
Insult0.5678696
Profanity0.5013569
Threat0.031314444
Severe Toxicity0.23224801
Moderate 0.60254884 Constructive 0.545 Identity Attack Insult Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Video is titled wrong. Canada is tired of Muslim immigrants. They are intolerant n imperialist
Video is titled wrong. Canada is tired of Muslim immigrants. They are intolerant n imperialist
Identity Attack0.6458014
Insult0.5015486
Profanity0.0838743
Threat0.009411395
Severe Toxicity0.031420294
Moderate 0.5972042 Moderate Con 0.318 Identity Attack Insult Identity_Assertion
Dec 25, 2025 Why Canadians Are Turning Against …
My buddy is half black and half white so he’s light skinned and has straight wavy hair. Hes been sick so he went out to get food wearing a mask etc and was social distancing …
My buddy is half black and half white so he’s light skinned and has straight wavy hair. Hes been sick so he went out to get food wearing a mask etc and was social distancing in Wendy’s while ordering and waiting for his food. When a white lady and her 8-10 year old son he noticed kept getting really close to him. He said excuse me in trying to keep distsnce as I have a cold and the lady turned to him told him to fuck off and go back to India ☝️ he’s Bahamian 🇧🇸 ☝️ and here is the kicker her SON is also mixed but is darker skinned than my friend and he said in that moment he saw her sons reaction was embarassed and that of being ashamed. We don’t know this woman’s life story but this is a partial snapshot of how frustrated and tired ppl are on top of toxicity ignorance and hatefulness.
Identity Attack0.5135796
Insult0.4339631
Profanity0.57236236
Threat0.100830056
Severe Toxicity0.34981552
Moderate 0.5885171 Constructive 0.74 Identity Attack Personal_Narrative
Aug 28, 2025 4 likes Why Canadians Are Turning Against …
Canadians are sick and tired of them indians in this country
Canadians are sick and tired of them indians in this country
Identity Attack0.6007182
Insult0.5015486
Profanity0.17566866
Threat0.010628296
Severe Toxicity0.041283876
Moderate 0.5721988 Low Con 0.251 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes 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.