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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: "No kidding this is what …" 314 comments · Page 10 of 13
Let's raise our wages to where they should be or at least back to 2005 levels by doing a go fund me and buy khalistan over in India or wherever they want khalistan to be …
Let's raise our wages to where they should be or at least back to 2005 levels by doing a go fund me and buy khalistan over in India or wherever they want khalistan to be and once we export 4 or 5 million India's our employers will have no choice but to pay over 19 an hour to be a doctor and our kids will have summer jobs again. But no Tim's, eff Tim's they chose a side they are eliminated. It's back to country style donuts the way it should have gone!
Identity Attack0.10221587
Insult0.04969218
Profanity0.020100424
Threat0.013579931
Severe Toxicity0.005302429
Low Tox 0.15766735 Moderate Con 0.444 Economic_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I am pregnant my right now and have 5 kids. Probably gonna have another after I have this one. I’m white as can be and my family came here when Canada was just becoming Canada.
I am pregnant my right now and have 5 kids. Probably gonna have another after I have this one. I’m white as can be and my family came here when Canada was just becoming Canada.
Identity Attack0.15303208
Insult0.02657372
Profanity0.021876704
Threat0.008453408
Severe Toxicity0.0044822693
Low Tox 0.15490346 Constructive 0.539 Identity_Assertion
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Trudumb's Plandemic may have deterred young people from having kids. Mine included. Get out the horses. Teach them a lesson. Cheers
Trudumb's Plandemic may have deterred young people from having kids. Mine included. Get out the horses. Teach them a lesson. Cheers
Identity Attack0.007732552
Insult0.075868964
Profanity0.016411226
Threat0.008285114
Severe Toxicity0.00289917
Low Tox 0.15213956 Moderate Con 0.425
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Thanks Liberals for pushing us so far down the hole it's going to take a miracle to get us back on top. Remember the size of family our great grandparents, grandparents had ~ like 7 …
Thanks Liberals for pushing us so far down the hole it's going to take a miracle to get us back on top. Remember the size of family our great grandparents, grandparents had ~ like 7 to 10 kids, I'm 60 and had 4 siblings. The size of families just keeps getting smaller ~ too expensive for everything for adults and even more so for the cost of a child. 95% of us don't have that silver spoon in our mouths at birth......
Identity Attack0.014551271
Insult0.0670459
Profanity0.032894265
Threat0.008323951
Severe Toxicity0.0031089783
Low Tox 0.15213956 Constructive 0.682 Economic_Argument
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never …
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never got that! and they also get the child tax free benefit too…..if they have 8-10kids wow ..they are making over six figures tax free ..free dental, free RX….I have to work hard for that! No freebies for the hard working Canadian tax payers! No wonder they all want to come to Canada …the land of milk and honey and easy money…why work? She forgot to mention that a lot of refugees never pay back the money for their air fare costs to come here ..ever! A lot of them complained when they had to go on welfare after a year…a drop on income…..oh no …maybe they have to go out in the cold to work everyday…..no , just have another kid or two…why work right. No wonder we pay high taxes in Canada!
Identity Attack0.06294931
Insult0.06652143
Profanity0.020783609
Threat0.0068287146
Severe Toxicity0.0048065186
Low Tox 0.15103401 Constructive 0.651
Aug 23, 2023 2 likes How much do refugees and …
It sad bro. I grew up in Brampton. All the kids had different backgrounds. No problems. But as I got older around end of highschool early uni it's just became all Indians and it just …
It sad bro. I grew up in Brampton. All the kids had different backgrounds. No problems. But as I got older around end of highschool early uni it's just became all Indians and it just never stopped
Identity Attack0.15303208
Insult0.030595649
Profanity0.04366605
Threat0.007637825
Severe Toxicity0.0050354004
Low Tox 0.1460314 Constructive 0.608 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Kids go to school and get a trade
Kids go to school and get a trade
Identity Attack0.020681098
Insult0.039737478
Profanity0.028230323
Threat0.008362788
Severe Toxicity0.003604889
Low Tox 0.14256015 Low Con 0.296 Question
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Talk, talk, talk.......If you were serious You would come out and vote. And vote PPC! But...No. 😅 👍 👍 And Cnadians would start having kids!!!
Talk, talk, talk.......If you were serious You would come out and vote. And vote PPC! But...No. 😅 👍 👍 And Cnadians would start having kids!!!
Identity Attack0.04512853
Insult0.058475737
Profanity0.014839902
Threat0.00756015
Severe Toxicity0.0032424927
Low Tox 0.13908891 Low Con 0.292
Jan 4, 2026 1 likes Why Canadians Are Turning Against …
T h e beat you in child support now you think people are happy having kids? Its not the people we can clearly see what the problem is
T h e beat you in child support now you think people are happy having kids? Its not the people we can clearly see what the problem is
Identity Attack0.009619443
Insult0.032909457
Profanity0.024541125
Threat0.024753258
Severe Toxicity0.0038528442
Low Tox 0.1373533 Low Con 0.285 Unverified_Claim
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be …
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be stopped IF the liberals lose in 4 years it's too late. The worlds second largest country will be occupied and owned by the worlds 1st and 2nd largest populations... india and china. The irony of "canada" which has worlds largest untapped resources of oil, natural gas, minerals, forestry, tourism being in the hands of INDIA AND CHINA is laughable. The liberals/ndp/globalist have zero foresight, literally zero! India and china will rape this land and it's people, they will drain Lake Louise just for lost coins. If the natives think they will abide by some land treaty they are kidding themselves. 10 MILLION invaders per YEAR is nothing for these 2 countries. CANADA IS DESTROYED, IT'S ONLY A MATTER OF TIME.
Identity Attack0.04564415
Insult0.0638991
Profanity0.017162729
Threat0.008414571
Severe Toxicity0.0038337708
Low Tox 0.13388206 Moderate Con 0.318 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Maybe if you make it less expensive people could have kids ffs
Maybe if you make it less expensive people could have kids ffs
Identity Attack0.00673361
Insult0.034672357
Profanity0.08322773
Threat0.008259222
Severe Toxicity0.00459671
Low Tox 0.13214645 Low Con 0.181
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Couples are not having kids because of what the government is importing into the country
Couples are not having kids because of what the government is importing into the country
Identity Attack0.06929302
Insult0.028942931
Profanity0.020988565
Threat0.008013252
Severe Toxicity0.0036811829
Low Tox 0.1269396 Low Con 0.146 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Canadians aren't having kids because they are paying for immigrated people who are having more kids and taking more money from Canadians who have to continue to pay for their entire families, and they don't …
Canadians aren't having kids because they are paying for immigrated people who are having more kids and taking more money from Canadians who have to continue to pay for their entire families, and they don't give back to Canada
Identity Attack0.10221587
Insult0.031917825
Profanity0.012243799
Threat0.006317357
Severe Toxicity0.002784729
Low Tox 0.12520397 Moderate Con 0.448
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
To the guy at the 20 minute mark who claims to be a first generation even though he came here from somewhere else means his kids will be first generation not him, he is probably …
To the guy at the 20 minute mark who claims to be a first generation even though he came here from somewhere else means his kids will be first generation not him, he is probably from Punjab and will always be Punjabi
Identity Attack0.09741807
Insult0.04149419
Profanity0.025634222
Threat0.007935578
Severe Toxicity0.004272461
Low Tox 0.12260055 Constructive 0.518 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
Before Trudeau UK had the biggest number. He brought in 3m+ that made Indian population higher in Canada than UK. SA, Tanzania and Kenya also have big numbers. Idi Amin used brutal means to kickout …
Before Trudeau UK had the biggest number. He brought in 3m+ that made Indian population higher in Canada than UK. SA, Tanzania and Kenya also have big numbers. Idi Amin used brutal means to kickout British Indians in Uganda. Colonialist English empire was the cause of of Idi Amin's actions. British Kingdom migrated thousands of Indians as cheap labour to build rail lines to mineral rich regions extending to DRC- Uganda city of Kasese and Kilembe mines. When the railway was completed, they offered them British citizens including those born in Uganda. The colonial British gave them business loans, including Indian banks to extend credit and loans to Indians without surerities. They were allocated colonial govt freehold land for free in the most prime areas of uganda major cities like Kampala, Jinja, Masaka, Mbale, Soroti, Mpigi, Tororo etc while black Ugandan indegenous people were pushed into the rural areas to work in factories, mines and businesses set up for British Asians. As you can guess, business class get super rich while Africans who didnt work on their own coffee, cotton, and domestic farms were left to work as clerks, securicor, teachers, Christian clergy/ reverands and local tax collectors for the govt. Brutal as he was, Indi Amin saw and used this imbalance as a second liberation war, economic war, to kick out all British Asians holding UK Passports and any other Ugandan born who didnt want to abide by the authority of indegenous people. Amin killed whoever tried to challenge his life president, he killed 72 ugnadans, mainly politicians by public firing squad aired on TV. He killed the Anglican Archbishop Luwum, he killed the 1st Ugandan Chief Justice Ben Kiwanuka. He was brutal BUT, every Ugandan is celebrating his nationalism of caring for ordinary people AND opening their eyes on trade and business by KICKING OUT economy sacking British Asians. This is history I saw and followed because i was a kid in primary school at the time 1972. In addition to that Indians in Uganda were so arrogant to indegenous Ugandans, I experienced it. So when i see how Canadians resent them I dont feel for them unfortunately. I already had enough on my plate in Canada. Indians were the owners of biggest to smallest shops in major cities and town in Uganda because of free capital and soft loans, financed business premises thru the colonial British suckers. They showd that arrogance which pissed most of the indegenous Ugandans. For example if you went to a shop and burgained on a KG of sugar or bread, or shirt, and didnt get fail to buy because you dont have that much or failed to get a good deal, the Indian shopkeeper would insult any Afriacn in Indian- Luganda accent " oba tayagala genda malala jali..mali ya nyoko?". meaning " If you dont want to buy go, others are there will buy, is this your capital/ stock?". Many songs were sung after the 1972 kickout depicting that phrase/ quote.
Identity Attack0.08749158
Insult0.054376744
Profanity0.017572641
Threat0.012906751
Severe Toxicity0.0038909912
Low Tox 0.119997114 Constructive 0.744 Comparative_Framing
Oct 11, 2025 IRCC Names India in Study …
. . . and yet Canadian kids with a 4.0 could't get into SFU, UBC? 'OH, we only accept the best'?
. . . and yet Canadian kids with a 4.0 could't get into SFU, UBC? 'OH, we only accept the best'?
Identity Attack0.055673428
Insult0.04207976
Profanity0.03239325
Threat0.0070034824
Severe Toxicity0.0037193298
Low Tox 0.11912931 Moderate Con 0.329
Sep 29, 2025 IRCC Names India in Study …
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working …
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working in the nation I was raised and I am having some people have my job who aren't even fit for the job. It makes no sense to me. Our wages have stalled due to international students for a better life, but at the end I want money just like other Canadians who have been here for ages. Also we need to end why our government allows lucrative hiring contracts overseas for cheaper positions in certain degrees and diplomas. In addition, why are all of our call centers placed all over the world. From Africa, south east Asia, South Asia. Those jobs can be available here. We can have a decomcratic country if our country didn't care about just "growth" we didn't need more immigration. We needed systematic change in government, schools, common sense, I could go on. I think us as Canadians don't know how corrupt the world really is. Look at other countries and how they work. It's lucrative essentives to benefit only certain people. I would rather have our tax payer money be used to fix the system. My dad's been here since the 1980s and he is sad for everyone. This is a loss on both ends. We didn't create new universities, new highways to support the population, no hospitals, new schools. I remember when my class sizes were 18 to 20 kids. We need change, not radical because we were never that. Let's do what we do best and be Canadians for us first.
Identity Attack0.09410924
Insult0.04383647
Profanity0.019758832
Threat0.0074306927
Severe Toxicity0.0032806396
Low Tox 0.11419344 Constructive 0.85 Personal_Narrative
Oct 1, 2025 1 likes IRCC Names India in Study …
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be …
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be putting thought into having children and starting families. But the reality is they can't afford it and everyone knows that our young Canadians don't make the list of government handouts. As a child immigrant to Canada, I am absolutely disgusted with what we've turned into and how easy it is for today's immigrants to come here, it's like spitting in the faces of immigrants like my parents and many others who had to work their asses off to be here and make a life for themselves and their kids. Every older generation immigrant I have spoken with says they feel like all of their sacrifice was for nothing. When we immigrated here, we kept our traditions, but we also embraced Canadian traditions and I passed our traditions onto my child, but she was raised Canadian and she embraces both. Our whole family has been proudly Canadian since the day we came here and it breaks our hearts to see what our Canada has become. Love that you put this out on YouTube so more people can wake up to the realities of the state of Canada. Great work!! 🙌
Identity Attack0.042550452
Insult0.05086332
Profanity0.025770858
Threat0.01119791
Severe Toxicity0.0037765503
Low Tox 0.11419344 Constructive 0.837 Personal_Narrative
Aug 25, 2025 18 likes Why Canadians Are Turning Against …
Cousin marriages running rampant in CANADA. That's a burden on the government because they have kids that are not healthy due to inbreeding.
Cousin marriages running rampant in CANADA. That's a burden on the government because they have kids that are not healthy due to inbreeding.
Identity Attack0.052944973
Insult0.045593183
Profanity0.01265371
Threat0.0068416605
Severe Toxicity0.002231598
Low Tox 0.1140901 Moderate Con 0.346 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Stand up for your country unless your Canada ... 6 kids per woman, they will take over, itz about votes, right ?
Stand up for your country unless your Canada ... 6 kids per woman, they will take over, itz about votes, right ?
Identity Attack0.07177465
Insult0.028832749
Profanity0.012107162
Threat0.009903334
Severe Toxicity0.0025177002
Low Tox 0.11316007 Low Con 0.241 Fear_Threat
Feb 3, 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 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...
So the liberals one touch immigration system doesn’t work? No kidding.
So the liberals one touch immigration system doesn’t work? No kidding.
Identity Attack0.037909906
Insult0.036214896
Profanity0.015830519
Threat0.0067251488
Severe Toxicity0.0018310547
Low Tox 0.112643376 Low Con 0.168 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …
You must have never heard of Cary , Nc 😂😂I kid you not!!!!
You must have never heard of Cary , Nc 😂😂I kid you not!!!!
Identity Attack0.0044582416
Insult0.054962315
Profanity0.016411226
Threat0.0065244893
Severe Toxicity0.0018692017
Low Tox 0.112436704 Moderate Con 0.354 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
If everything was cheap then more people would have kids. If you can't afford to live how can you have kids. They know this and they DON'T CARE. They only care about their bloodline.
If everything was cheap then more people would have kids. If you can't afford to live how can you have kids. They know this and they DON'T CARE. They only care about their bloodline.
Identity Attack0.009212466
Insult0.033239998
Profanity0.021808386
Threat0.0077154995
Severe Toxicity0.0026512146
Low Tox 0.11171334 Moderate Con 0.349
Sep 8, 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.