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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: "Why do I get the …" 2,660 comments · Page 26 of 107
They left their country because they were promised a better life….once they arrive I am wondering if they are told differently. Are they told what to do what to say. Are the well connected immigrants …
They left their country because they were promised a better life….once they arrive I am wondering if they are told differently. Are they told what to do what to say. Are the well connected immigrants getting the jobs? Not all immigrants have jobs. I am sure the ones who don’t have jobs are worried wondering if they should go back to their country even if it means being shamed. Darn if they do darn if they don’t. The Liberal made this mess and they should fix it! If they can’t then they should step aside and let the Conservatives try fixing what’s wrong with our Country! There needs to be a revival in Canada. We need things reformed, re-established. We need new standards in place and bring alignment back to where things have gone off. To the Liberal voters… ”I hope you have realized by now what you have done by voting for the Liberals. It’s up to you now to step out of your safe zone, your cocoon and protest and demand that Mark Carney put aside his stupid idea of net zero policy before he goes further in destroying Canada as we know it.
Identity Attack0.33060804
Insult0.40243408
Profanity0.41081807
Threat0.016292779
Severe Toxicity0.02373986
Moderate 0.43230394 Constructive 0.671
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our movies, award shows, Olympic shows, they se xualize children and trans is another way to castrate to end goal of legalizing pe do phelia. Demonize Christianity as our God is the only one they fear. Take total control of everything in our lives until we give up. The government gave us maid, the bioweapon needle of which Trudeau owns a patent. The immigrants don’t care as government funds them with tax payer dollars yearly (from an immigrant $82 000. Per yr) I worked for 30 yrs and never made that amount. So bankrupting our pension funds because pretty sure that was done decades ago purposefully. Immigrants get way more than a persons pension which is no longer enough to live on and if you get sick you can opt out of life. Globalists are a death cult. You can see it in the decline destruction of so many countries, how they go after children, the men and women born to their countries, how they cause division, how they laugh in our faces. So immigrants if you think that you have it made don’t be surprised when they come for you. Trump is the only leader who is taking these people out. He has people behind him protecting him. He has been in a war with the globalists since he was first elected president. Before Trump there were people fighting against the plans of these elites. They feed on fear, hopelessness, anger, despair, so do not let them put you in that low vibration. Be hopeful, loving, joyful, peaceful, show strength protest the government, the judiciary look into common law as opposed to maritime law. We have been lied to about history, medicine, natural medicine they demonized, religion, education, etc Think critically, and pray get close to God.
Identity Attack0.42615733
Insult0.40420914
Profanity0.22889622
Threat0.13127698
Severe Toxicity0.02378681
Moderate 0.43230394 Constructive 0.614
Sep 8, 2025 Why Canadians Are Turning Against …
The minister of immigration must return to Somalia. His peop.e who are Fighting amo get themselves string children and others up on trees BARBARIC AND WE MUST HAVE HIM HERE
The minister of immigration must return to Somalia. His peop.e who are Fighting amo get themselves string children and others up on trees BARBARIC AND WE MUST HAVE HIM HERE
Identity Attack0.33060804
Insult0.29383746
Profanity0.10240069
Threat0.3481519
Severe Toxicity0.024819711
Moderate 0.42985553 Low Con 0.264
Jul 23, 2018 1 likes How much do refugees and …
This degradation is going on 15 years. Go back 20 and all the immigrants we had were professionals with capital or they were not getting in. Now we let in riff Raff and they are …
This degradation is going on 15 years. Go back 20 and all the immigrants we had were professionals with capital or they were not getting in. Now we let in riff Raff and they are spying on if there Chinese and corrupting our values if they are Muslim....and I have Muslim friends they are great and hate all these new radical arrivals
Identity Attack0.5135796
Insult0.3388922
Profanity0.10920923
Threat0.019746035
Severe Toxicity0.023076924
Moderate 0.42985553 Constructive 0.566 Identity Attack Policy_Critique
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Excuse me who exactly is getting you to spew this dis information ! 50.000 .... For set up !? NO CITIZEN ON DISABILITY GETS THAT !!!! And Housing is in CRISIS !!!! ...... 8 - …
Excuse me who exactly is getting you to spew this dis information ! 50.000 .... For set up !? NO CITIZEN ON DISABILITY GETS THAT !!!! And Housing is in CRISIS !!!! ...... 8 - 13 hour wait times in ERs in my city !!!!! COME ON CANADA YOUR BEING LIED TO .....WAKE UP CANADIANS YOUR MEDIA IS OWNED BY THIS CURRENT CORRUPT GOVERMENT !
Identity Attack0.20483385
Insult0.47273466
Profanity0.028776871
Threat0.008323951
Severe Toxicity0.012359619
Moderate 0.4274071 Moderate Con 0.416
Nov 11, 2024 How much do refugees and …
The immigrants have absolutely no respect for Canadian people and most of them are here illegally and need to get deported back to their own country and get out of Canada.
The immigrants have absolutely no respect for Canadian people and most of them are here illegally and need to get deported back to their own country and get out of Canada.
Identity Attack0.5051609
Insult0.3388922
Profanity0.04642162
Threat0.024580594
Severe Toxicity0.023076924
Moderate 0.4274071 Low Con 0.277 Identity Attack Unverified_Claim
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
People from India, Pakistan Bangladesh Come to Canada Get into car accidents To get easy money
People from India, Pakistan Bangladesh Come to Canada Get into car accidents To get easy money
Identity Attack0.50588524
Insult0.3388922
Profanity0.08904689
Threat0.2836219
Severe Toxicity0.08069076
Moderate 0.4274071 Low Con 0.24 Identity Attack Unverified_Claim
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
India needs to stop this they have to adapt to Canadian people and our cultures and our language you can’t come here and be ignorant we get the same with certain parts of Africa with …
India needs to stop this they have to adapt to Canadian people and our cultures and our language you can’t come here and be ignorant we get the same with certain parts of Africa with a chip on their shoulders why ? If you don’t like us or our cultures why come here to be rude?
Identity Attack0.3825363
Insult0.4555076
Profanity0.062454045
Threat0.008181547
Severe Toxicity0.014511578
Moderate 0.4274071 Constructive 0.515
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
My Friend, the election was simply "To RIGGED to big", check this out I'm Life-Long Disabled in canaZa, THIS TERRIFIES ME!!!!! I was Arrested at the age of 10, because I Stutter, handcuffed behind My …
My Friend, the election was simply "To RIGGED to big", check this out I'm Life-Long Disabled in canaZa, THIS TERRIFIES ME!!!!! I was Arrested at the age of 10, because I Stutter, handcuffed behind My back and frog marched out of My home, in front of the neighbours. Then, I was Shipped off to "PONOKA EUGENICS" (Look that S@IT UP!!!!! Basically a MED-Evil gr@pe Dungeon), to be FORCE STERILIZED, on our imperious leader, truZeau, I call him, "The Prancing Monkey Princess", Yeah, on his fathers n@ZI WHIM!!! And now, good ole marX. Oh, by the way, there's NO constiZution in canaZa, no really LOOK IT UP!! So, as Us Children used to joke, on our way to SURGERY, "welcome to canaZa, now.............GET IN THE BOX CAR!!!!!!"
Identity Attack0.10221587
Insult0.42743355
Profanity0.2298641
Threat0.056240413
Severe Toxicity0.032316983
Moderate 0.4274071 Moderate Con 0.452
Aug 26, 2025 Why Canadians Are Turning Against …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent stipulating that they outright prefer or are seeking Indian. I’m not white but I’m tempted to post an ad for place to rent and say it’s for for white tenants just to behold what happens. I mean we have never witnessed such conduct in Canada until these #&? ckers popped up. Even the prior immigrants are stunned. I’ve been working since 78 and now a senior but when I try to get help for housing I’m offered a night only shelter with mental and drug abusers to go try sleep in or the sidewalk or countless apologies. If I could put apologies in the bank, I would be rich While the former Marriott 2minutes up the street is home to all kinds of refugees. Don’t get injured, get any older or anything like that and unable to work in this country now as you’re much better off passing away.
Identity Attack0.4139151
Insult0.45758462
Profanity0.2882351
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.643
Sep 8, 2025 Why Canadians Are Turning Against …
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone …
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone really looked at all the Damn loop holes we have with *SO MUCH FREEDOM* its actually backwards! but they word it in such way and make it sound so confusing where we think they do have our best interest. REALLY ALL THESE RULES ARE ACTUALLY KEEPING US CONTROLLED. we do need the government on some matter to ensure we live by *GODS* rules not to originate their own rules to control us by. Canada is pretty darn good for this backwards talk, brainwash, diabolical plan. Look at the school or educational systems let lone bigger issues hidden in pages of pages by the hundreds of thousands rules we MUST LIVE BY. We all know its for their own personal benefit. We are only on this world for a short period of time we all want wealth ect. We all can have it. So many ways to fix the earth and how we coexist with eachother in peace and harmony. But TILL THE WORLDS POWER OF LOVE OVER COMES THE LOVE FOR POWER WE WILL THEN KNOW TRUE PEACE!!
Identity Attack0.14875233
Insult0.35505778
Profanity0.4131548
Threat0.011249693
Severe Toxicity0.023317307
Moderate 0.4269174 Constructive 0.673
May 30, 2019 How much do refugees and …
Good!! Deport more. Anyone overstaying a visa, any fake refugees, get them all out. Send them back to fix their own countries, not drag those problems here. Failed refugee claimant = economic migrant. Get them …
Good!! Deport more. Anyone overstaying a visa, any fake refugees, get them all out. Send them back to fix their own countries, not drag those problems here. Failed refugee claimant = economic migrant. Get them out! edit: They can have deportations delayed because they might need medical services their country of origin can't provide? F that! Thats medical tourism and we are paying for it. Deport, deport, deport.
Identity Attack0.42615733
Insult0.34203702
Profanity0.22429734
Threat0.06755528
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.485
Dec 24, 2025 1 likes Deportations From Canada at Their …
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job …
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job paid all taxes here . Learn and respect Canadian culture adopt it . Upgrade my education to masters in AI . Now I can’t get a job coz Indian support Indian . And Pakistani prefer Canadian over Pakistani . No job on merit and skill ? Found out many dumb ppl got job even they are not citizens ? How come ? Coz they have reference ? I came to Canada for my kids better future now Canada is being taken over by one culture and I really don’t like this . Crimes are increasing , schools are over crowded , health system is exhausted . They should do something otherwise after 10 yrs when our kids grew up Canada won’t be same as it was when we came
Identity Attack0.37507164
Insult0.47630358
Profanity0.15283443
Threat0.010239923
Severe Toxicity0.017868511
Moderate 0.4269174 Constructive 0.631 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
0:51 - that INDIAN family froze to death seeking a better life in this place of shelter You’re content getting weaker
0:51 - that INDIAN family froze to death seeking a better life in this place of shelter You’re content getting weaker
Identity Attack0.3780483
Insult0.24630153
Profanity0.16450337
Threat0.13815513
Severe Toxicity0.02458496
Moderate 0.4269174 Low Con 0.277 Moral_Argument
Jan 28, 2026 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 …
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 …
My parents were refugees, came to Toronto in the 80s.... they didnt take advantage of the system even when they were eligible for benefits, worked their asses off in factories and never tried to alter …
My parents were refugees, came to Toronto in the 80s.... they didnt take advantage of the system even when they were eligible for benefits, worked their asses off in factories and never tried to alter Canada in any way, in return i sacrificed 8 years in my 20s to serve in the canadian forces as a thank you, and let me tell you the racism in the military was disgusting, it was happening before and itll get worse....
Identity Attack0.15517195
Insult0.43296707
Profanity0.31402156
Threat0.011482717
Severe Toxicity0.022839356
Moderate 0.4269174 Constructive 0.664
Aug 26, 2025 Why Canadians Are Turning Against …
so many indians, getting rid of diversity in the country
so many indians, getting rid of diversity in the country
Identity Attack0.50588524
Insult0.20201176
Profanity0.13608865
Threat0.13815513
Severe Toxicity0.02383376
Moderate 0.4269174 Low Con 0.27 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m live in a tent surrounded by junkies harassed daily by rich immigrants that look at me like dog meat,profiled by security guards in turbans,even the homeless shelters hire them everyday is a slap in …
I’m live in a tent surrounded by junkies harassed daily by rich immigrants that look at me like dog meat,profiled by security guards in turbans,even the homeless shelters hire them everyday is a slap in the face.our political leaders are more worried about gay pride than division of labour and resources.we need to get our kids off drugs not give them more reasons to quit life.i wish I had video of the entitled Hindu that lectured me on Brit’s in India 70yrs before he was born it’s okay to crap on British colonization but you can’t crap on them for flooding into Europe and North America because that’s racist. What do I get when I go to India? Delhi belly or pickpocketed. Maybe if we send Walmart,Tim hortons, ,McDonald’s to India and go back to mom and pop shops. Ask them how they feel about gay pride than,do they get to drive out the muslims like they did when the Brit’s left? That’s why Pakistani exists,we just expect them to drop their bullshit when they move here.ive slept in a tent next to a war memorial and was routinely woken up by free palatstine and other bullshit protests that those soldiers did not fight for
Identity Attack0.458714
Insult0.42567953
Profanity0.19893537
Threat0.13815513
Severe Toxicity0.024772761
Moderate 0.4269174 Constructive 0.618 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Get the 3,000,000 illegals out now! The minister is corrupt! She’ll last because that’s what her bosses - the new world order need to stall!
Get the 3,000,000 illegals out now! The minister is corrupt! She’ll last because that’s what her bosses - the new world order need to stall!
Identity Attack0.11163961
Insult0.47630358
Profanity0.03690237
Threat0.016810767
Severe Toxicity0.011062622
Moderate 0.4269174 Low Con 0.18 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
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...
5:20 "grape isnt against their culture" is false. this is a MAN issue. men dont find it a problem to violate women and they barely get any punishment for it. look at the files recently …
5:20 "grape isnt against their culture" is false. this is a MAN issue. men dont find it a problem to violate women and they barely get any punishment for it. look at the files recently published by the fbi. you got every type of coloured man hurting kids and women.
Identity Attack0.47178617
Insult0.26957804
Profanity0.15107171
Threat0.29205206
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.427 Moral_Argument
Feb 7, 2026 Inside Canada's Indian Invasion...
I am sure the bike guy considers himself a Christian too, religion of love, humanity and peace so they say 😂😂his heart is full of hate why don't he goes buy a 🔫 and get …
I am sure the bike guy considers himself a Christian too, religion of love, humanity and peace so they say 😂😂his heart is full of hate why don't he goes buy a 🔫 and get rid of everyone he batws to cleanse his heart and satisfy it to its fullest, I am sure he will sleep better. His ready to leave this earth cuz it's almost time for him with hatred in his heart. No wonder be didn't amount to anything in life with his high IQ &, intelligence. He could have been a millionaire or president of Canada or something but his just a bike guy. He must do something about we are ready for him.
Identity Attack0.31892163
Insult0.37960073
Profanity0.25915453
Threat0.13815513
Severe Toxicity0.043077253
Moderate 0.4269174 Moderate Con 0.38 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians ruin workplaces with a backstabbing culture and get companies swamped in unnecessary complexity and long term maintenance costs everytime they need an update or change.
Indians ruin workplaces with a backstabbing culture and get companies swamped in unnecessary complexity and long term maintenance costs everytime they need an update or change.
Identity Attack0.49855098
Insult0.29383746
Profanity0.1631077
Threat0.02803385
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.286 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and …
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and invest millions.and millions into the economy they do shop at some Indian stores, but MOSTLY at Canadian groceries, furniture and electronics, Just like the Holland loser or the Portugese guy shops at Portugese to get their country stuff their - AND THEY PAY TAXES THANK YOU! HIGHER TAXES BECAUSE THEY ARE MORE DUCATED AND EARN BETTER THAN THESE RACIST BUMS. CHECK YOUR UNEMPLOYED WHITE GUY he is the one that doesn't pay taxes or contribute and collects welfare or begs for money! THATS THE FACTS, not the hatred portrayed here that should be reported.
Identity Attack0.2331515
Insult0.42167732
Profanity0.3597395
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)

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.