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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 #}

Comment Explorer

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Active: "Canada is a country of …" 1,359 comments · Page 27 of 55
Love how those chicken wingers came all the way from the United States to race bait in Canada. Of course when u can't cover real issues like AIPAC in ur country u must stir the …
Love how those chicken wingers came all the way from the United States to race bait in Canada. Of course when u can't cover real issues like AIPAC in ur country u must stir the pot elsewhere
Identity Attack0.12440576
Insult0.24767025
Profanity0.030389199
Threat0.00933372
Severe Toxicity0.0077438354
Low Tox 0.28425202 Low Con 0.229 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Just drive out the English Canadians as they've brought the Indians to there. Canada is a French-Speaking Red country. How are overall treated refugees from Ukraine, Palestine, Syria and Sudan in this City?
Just drive out the English Canadians as they've brought the Indians to there. Canada is a French-Speaking Red country. How are overall treated refugees from Ukraine, Palestine, Syria and Sudan in this City?
Identity Attack0.36702603
Insult0.0808917
Profanity0.01893901
Threat0.012285355
Severe Toxicity0.0104522705
Low Tox 0.28425202 Moderate Con 0.48
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving …
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving large handouts of of our Canadian tax dollars to support the new immigrants that our coming into Canada. Why is the government giving large hand outs to these Indian immigrants instead of helping us true Canadians who helped built this Country. It is a dam shame to see what the Liberal Government our doing to this country of ours were many are homeless, high cost of living and the high crimes that happens every day in Canada and what does the government do is let these criminals back into our streets where us true Canadians do not feel safe any more. The one thing that pisses me off is seeing is all these new immigrants coming into Canada by the thousands that are taking away our Canadian entry jobs like Walmart, McDonalds and A & W fast food restaurant where as our young born Canadian students and others can not find a job to help them pay for there school loans and get a good education degree. We need to put a stop to this. For enough is enough before our Liberal Government destroys our country.
Identity Attack0.2331515
Insult0.18604483
Profanity0.1719469
Threat0.008738215
Severe Toxicity0.012054443
Low Tox 0.28425202 Constructive 0.688 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
It don't matter how you say it... It's plain and simple. Canada let to many criminals and organized crime members into Canada. This is a small part of how they get into countries and take …
It don't matter how you say it... It's plain and simple. Canada let to many criminals and organized crime members into Canada. This is a small part of how they get into countries and take over countries. Wake up and pay attention to the last 10 years history of England, France, Germany etc concerning immigrants coming in and how it changed their Whole Countries.. And NOT FOR THE BETTER!!!Canada will be worse off because no one stands up for Canada's values and history. It's just"sorry, ok you can do that", oh am I infringing on your rights/ beliefs from another country.. Than let me change how everything is done here to accommodate you so you will be happy. Let me take away all the customs Canadians were brought up with because it might offend you. Now, you can take over our country. That's the beginning.
Identity Attack0.22458547
Insult0.21135417
Profanity0.026590679
Threat0.010239923
Severe Toxicity0.010070801
Low Tox 0.28312725 Constructive 0.554
Oct 2, 2025 2 likes IRCC Names India in Study …
Im a Canadian citizen (born in Toronto) who hasn't lived in Canada for over a decade. I left and declared non-resident status. I visit nearly every summer, spending around $8-10k a trip as well as …
Im a Canadian citizen (born in Toronto) who hasn't lived in Canada for over a decade. I left and declared non-resident status. I visit nearly every summer, spending around $8-10k a trip as well as sending money back to support my parents in Ottawa. I get nothing from Canada, and rightly so. I have to purchase my own health insurance when coming back. That's completely okay with me because I haven't paid into the system for over 10 years. How in the hell is someone who hops over the border with no previous ties to Canada entitled to ANYTHING though? They should be shipped back to their country of origin and duties assessed on any imports from that country should be raised to cover those costs or some other method of recouping that money should happen.
Identity Attack0.059311368
Insult0.16337912
Profanity0.28593817
Threat0.00789674
Severe Toxicity0.011138916
Low Tox 0.2820025 Constructive 0.765
May 26, 2018 6 likes How much do refugees and …
Anybody who is not in Canada(or any country) legally, get out!
Anybody who is not in Canada(or any country) legally, get out!
Identity Attack0.25986546
Insult0.08484049
Profanity0.021945024
Threat0.021990653
Severe Toxicity0.010147095
Low Tox 0.2820025 Low Con 0.128 Policy_Critique
Jan 1, 2026 Deportations From Canada at Their …
Canada should take immigration from hhese countries. Every Canadian State has too much Indian race then wonder why such a Situation
Canada should take immigration from hhese countries. Every Canadian State has too much Indian race then wonder why such a Situation
Identity Attack0.36702603
Insult0.0670459
Profanity0.025497584
Threat0.009566744
Severe Toxicity0.01083374
Low Tox 0.2820025 Low Con 0.225 Fear_Threat
Nov 14, 2025 Inside Canada's Indian Metropolis (Brampton)
I am sorry you guys are going through this. If i was Canadian going through all this, I would be upset. Canadian government should make decisions that best benefits it's people. I love Canada from …
I am sorry you guys are going through this. If i was Canadian going through all this, I would be upset. Canadian government should make decisions that best benefits it's people. I love Canada from my first visit as a child. Canada was different then from what you are describing today. So sorry immigrants are destroying your country. Im saddened by this
Identity Attack0.28883415
Insult0.10440776
Profanity0.019963788
Threat0.009929225
Severe Toxicity0.0062561035
Low Tox 0.2820025 Constructive 0.763
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
Crack down on immigration Consultants operating in India and other foreign countries who are agents of Immigration layers in Canada ...the Whole System is Corrupt thaw we Canadians do not get jobs and housing has …
Crack down on immigration Consultants operating in India and other foreign countries who are agents of Immigration layers in Canada ...the Whole System is Corrupt thaw we Canadians do not get jobs and housing has become unaffordable..Thanks to The Treadue Government
Identity Attack0.10221587
Insult0.24928534
Profanity0.020032106
Threat0.007870848
Severe Toxicity0.005378723
Low Tox 0.28087774 Moderate Con 0.451
Sep 28, 2025 IRCC Names India in Study …
MY GOAT TYLER OLIVEIRA MAKING A VIDEO ON MY COUNTRY CANADA ? WOW THIS WAS NOT ON MY 2026 BINGO CARD
MY GOAT TYLER OLIVEIRA MAKING A VIDEO ON MY COUNTRY CANADA ? WOW THIS WAS NOT ON MY 2026 BINGO CARD
Identity Attack0.04280826
Insult0.11978693
Profanity0.15019037
Threat0.011638066
Severe Toxicity0.015609037
Low Tox 0.28087774 Moderate Con 0.36 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Who is trying to turn canada into india? You all forget that no one but the government is reponsible for bad immigration policies. Everyone comes here with a dream i mean canada is a country …
Who is trying to turn canada into india? You all forget that no one but the government is reponsible for bad immigration policies. Everyone comes here with a dream i mean canada is a country built by immigrants, just because some other nationalities got here first and made Canada their home does not give them the right to judge others. Shameless behaviour in the comments by some people. Humanity at its worst. God bless us all
Identity Attack0.1769227
Insult0.24171697
Profanity0.019690514
Threat0.0072235605
Severe Toxicity0.005645752
Low Tox 0.28087774 Constructive 0.533 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Its time Canada split apart, Just look at the electoral race maps, and their color coordinates, British Columbia, Alberta, Saskatchewan plus an alliance with Alaska can all be the conservative half of canada, the originalist …
Its time Canada split apart, Just look at the electoral race maps, and their color coordinates, British Columbia, Alberta, Saskatchewan plus an alliance with Alaska can all be the conservative half of canada, the originalist half, and allow the easterners to be controlled by the slaaneshi surface dwelling weaklings of the east. Then we can kick out all the foreigners and invaders, every one who refuses to assimilate, and have our own elections, not run by dominion voting systems machines, and our own Politian's, not hand picked by ottawa, instead of being dragged further and further to the extreme alt left by the surface dwelling weaklings of the east and their disgusting ideas. We don't share their values, we don't share their languages, we don't even share their belief systems and ways or schools of thought. Its time for western Canada to become its own country. Separated away from the nightmarish revisionist visions of mad dogs in Ontario.
Identity Attack0.28034934
Insult0.16195811
Profanity0.031641733
Threat0.1368402
Severe Toxicity0.014447021
Low Tox 0.27975297 Moderate Con 0.423
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Not everyone from Punjab is bad but surely khalistan agenda people are not the right ones And also I really don't feel happy about how canada is letting people in who are not good at …
Not everyone from Punjab is bad but surely khalistan agenda people are not the right ones And also I really don't feel happy about how canada is letting people in who are not good at basic things too Your rules look compromised hence you are spoiling your country It's going to be very soon when your country is going to turn into a Pakistani vassal just like UK Because khalistan and Pakistan are linked Edit: I'm from Bharat aka india
Identity Attack0.2831485
Insult0.15911613
Profanity0.04141149
Threat0.014738814
Severe Toxicity0.012703998
Low Tox 0.27975297 Moderate Con 0.478 Fear_Threat
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
Births to immigrant mothers in the US: 24.0% Births to immigrant mothers in Canada: 42.3% (44.9% in anglo speaking Canada) America actually has one of the lowest rates of immigration since the financial crisis of …
Births to immigrant mothers in the US: 24.0% Births to immigrant mothers in Canada: 42.3% (44.9% in anglo speaking Canada) America actually has one of the lowest rates of immigration since the financial crisis of all western countries (and fastest growing economy, go figure) and yet is the most pissed off about high immigration levels haha.
Identity Attack0.10221587
Insult0.16853803
Profanity0.17101645
Threat0.0071588317
Severe Toxicity0.0074768066
Low Tox 0.27975297 Constructive 0.509 Comparative_Framing
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
Most of are Europeans and they still follow European culture, religion & lifestyle. Same Racism, hatred, violence, alcoholism, drugs, indecent clothes & behavior in public, they are on big government, army, political posts, same exploitation …
Most of are Europeans and they still follow European culture, religion & lifestyle. Same Racism, hatred, violence, alcoholism, drugs, indecent clothes & behavior in public, they are on big government, army, political posts, same exploitation like they were doing at time of colonial times. They looks modern but no change in their mentality & ideology. Even today they can’t tolerate different skin colors, cultures, religions etc. this should be changed. Racism & hatred is going out of control in Canada. Canadian government should take step against it. Right now Canada became world’s most dangerous country for immigrants & ‘non European’ people. It should be changed.
Identity Attack0.2816105
Insult0.15414265
Profanity0.04291453
Threat0.013702838
Severe Toxicity0.012574885
Low Tox 0.27975297 Moderate Con 0.433
Aug 25, 2025 Why Canadians Are Turning Against …
Canada RIP, but no worries after Carney drives the country into the ground, we will rise from the ashes as Brookfield LLP , New flag to come in the future..Then as supreme leader he will …
Canada RIP, but no worries after Carney drives the country into the ground, we will rise from the ashes as Brookfield LLP , New flag to come in the future..Then as supreme leader he will have his slaves working for a dollar day.
Identity Attack0.08749158
Insult0.16875735
Profanity0.023789622
Threat0.015256803
Severe Toxicity0.006752014
Low Tox 0.2763787 Low Con 0.253 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own …
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own heritage with food and holiday but we do them in our own house. Not sticking into people’s faces. I feel that’s how immigration should be like. Not hordes of illegals and refugees that ruins our society and cost us loads of tax payer dollars. Now with Canada being India land, I’ll have no choice but leave this country eventually, I’ll have no choice but finding a better place to retire.
Identity Attack0.2854555
Insult0.16780703
Profanity0.025634222
Threat0.011275585
Severe Toxicity0.010604858
Low Tox 0.2763787 Constructive 0.708 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Hopefully they all stay in Canada!!! Don’t come to the 🇺🇸 I.C.E will drag you out your car/house and send you back to your home country!!!
Hopefully they all stay in Canada!!! Don’t come to the 🇺🇸 I.C.E will drag you out your car/house and send you back to your home country!!!
Identity Attack0.27701542
Insult0.07333439
Profanity0.017777596
Threat0.03235042
Severe Toxicity0.01083374
Low Tox 0.2763787 Moderate Con 0.396 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am an immigrant,I never abused the system, never took what was not mine, I worked hard and I am nurse, I waited four years to purchase my dream car and 2 months in, the …
I am an immigrant,I never abused the system, never took what was not mine, I worked hard and I am nurse, I waited four years to purchase my dream car and 2 months in, the person who don’t use road codes or stop light hit my car! I worked hard and I am kind and respectful…. People who steal DAILY gets a slap on their wrist and gets their Canadian citizenship right away. I don’t eat or drink and place my cup on store shelves with clothes that other people are about to purchase. Canada is not safe anymore! All the jobs are going to a set of immigrants who acts like pigs! Driving in the dowtown area, u have to keep your foot on the break because there WILL be about 20 bikes that will ride in front of your car without notice . I work so hard and sometimes it’s so overwhelming, the last time this got to me…. I had to go and take a little vacation…. No I could not afford it but it’s better than getting stressed out because Canada is becoming a 3rd world country!!! There are HONEST people who work so hard and cannot afford anything , not even their rent! WE ARE FED UP, it is not the older immigrants, it is the new ones that are destroying the country and turning it into trash!
Identity Attack0.09741807
Insult0.15698463
Profanity0.060951006
Threat0.2330281
Severe Toxicity0.016383713
Low Tox 0.27525392 Constructive 0.691
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about the illigal immigrants and I totally agree that all the illigal immigrants should not only be deported but should also be punished strictly and I get it that it's frustrating that people are not following the rules or people are doing bad stuff there but the thing is not only the content but also the intent behind the making and releasing this video, you could have mentioned illigal immigration but you choose to use words like Indian invasion and giving a name to a specific event would cause racism and hate towards the community as well as for the country, The way you showed the clips of specific people showing middle finger in cars I can show a tons of videos of native candains doing the same thing but then it's morally wrong because everyone's not same, same way just check out there's a lot of people who does bad things in public who are the citizens of Canada and who are doing bad stuff, imagine I make a video saying that "The stupid canadians who doesn't follow rules" that video will also show partial truth of some Canadians doing stupid things but associating Canada's name would spread racism against them which is wrong, same way you could've made a video on illigal immigrants who came from india but you choose to get more engagement by using racist terms and things which will make people think that all indians are same, in conclusion I just want to say that in america the highest earners are American-indians and I really thank us government for giving opportunities to them but they not only worked hard for those opportunities but they also worked more then the Americans to get to the top, if the America would have a better person to be the ceo of Google then sundar pichai must have been in india but since he's the best he's at the top same way every american-indian or legal immigrants not only worked hard to get there but also worked more to reach where they are, YOU HATE US, CAUSE YOU AIN'T US. (If you have talent skills and passion come to India and try to become ceo of Reliance industries or TATA group and if you really manage to do it I will not only say sorry but I will myself get all the Indians out of Canada) ✌️♌
Identity Attack0.27991617
Insult0.16337912
Profanity0.07514556
Threat0.058826666
Severe Toxicity0.014382465
Low Tox 0.27525392 Constructive 0.818 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Invasion...
Poor countries are unfree and have higher malnutrition. That causes lower IQs. It’s why North Korea has lower IQs than South Korea. IQs are not fixed in stone. North Korean IQs improve when they escape …
Poor countries are unfree and have higher malnutrition. That causes lower IQs. It’s why North Korea has lower IQs than South Korea. IQs are not fixed in stone. North Korean IQs improve when they escape to South Korea. And Canada’s immigration program is selective. Funny how racists like to pretend that immigration isn’t selective. It’s to prevent immigrants from being on welfare more than the citizen population, which is how it should be. Higher-skilled workers are mostly chosen to immigrate. They make good money through their skills, and are giving back to the country through paying taxes. This includes Africans, especially Christian ones. This guy isn’t fully using his head, ironically.
Identity Attack0.24293575
Insult0.191015
Profanity0.020510335
Threat0.0073918556
Severe Toxicity0.0062179565
Low Tox 0.27525392 Constructive 0.545 Economic_Argument
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
WEF Globalist Indoctrinated Liberal Politicians opening the passive fascist leftism flood gates in the form of so called inclusion Policies and in turn fraudulently changing the process of immigration to cater to cheap labor , …
WEF Globalist Indoctrinated Liberal Politicians opening the passive fascist leftism flood gates in the form of so called inclusion Policies and in turn fraudulently changing the process of immigration to cater to cheap labor , economic exploitation, and foremost to expand the votes for the Liberal and NDP Parties with out first making sure there is infrastructure to support such expansion whether it be housing , health care , or employment .but no instead Canadians are being overtaxed and displaced to cater to all these unfettered political migrants who have not earned the right to come to Canada . they are all being used to disrupt our countries culture and values ??? add to it all the new lax criminal laws , and harm reduction enabling hard drug profiteering and the very no consented public LGBT alphabet queer theory being shoved down everyone's throats trough distorted and immoral laws an policy changes perpetrated by a corrupt self serving group of liberal politicians and the result is what is now unfolding not just in Canada but everywhere the WEF an WHO have pushed their globalist political agendas !. it is all very sad seeing the world i grew up in being slowly destroyed by those evil greedy people that are stealing any decent future or quality of life away from the next generations of Canadians .🙁
Identity Attack0.10221587
Insult0.24630153
Profanity0.03715288
Threat0.008427517
Severe Toxicity0.0077438354
Low Tox 0.27412915 Moderate Con 0.48
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I dont know about anywhere else in canada but ive noticed that a growing number of men lurking around playgrouds trying to lure children are east indian males in their 20's-30s. These cultures in their …
I dont know about anywhere else in canada but ive noticed that a growing number of men lurking around playgrouds trying to lure children are east indian males in their 20's-30s. These cultures in their own countries had arranged marriages where they married children and is something they are bringing to our country except we dont allow that here so we are taking in these preditors who clearly want a young child and shielding them because if we point this out were racist. And to be clear i know theres other races that are preditors canadians included . But its a scary number of them that are young imigrant males who marry children in their own country
Identity Attack0.28034934
Insult0.16795322
Profanity0.03239325
Threat0.01086132
Severe Toxicity0.010299683
Low Tox 0.27412915 Constructive 0.672 Unverified_Claim
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Why is that all hate against Indians in Canada? Am not Indian origin , but what is wrong for Indian making majority in Brampton. Am black African living in Toronto , who love this country …
Why is that all hate against Indians in Canada? Am not Indian origin , but what is wrong for Indian making majority in Brampton. Am black African living in Toronto , who love this country for giving me the chance to build my life and always I bless Canada and Canadians.saying all this , Do we not have a pocket in a city / town dominated by people whose origin traces all the way from Italy/ Portuguese/ Lebanon / Ukraine etc . So for me , yes you can talk about controlled immigration without dehumanizing Indian migrants. Am a proud Christian , and receiving an immigrants is a blessing, even my lord and king Jesus Christ was refugee in Egypt. The west welcoming immigrants coming from Christian heritage, that is why indeed western countries are very blessed. Am not saying, open border policy is acceptable . Still you talk respectfully about controlled immigration without dehumanizing any group of immigrants.
Identity Attack0.293411
Insult0.08831572
Profanity0.04491858
Threat0.008893564
Severe Toxicity0.008506775
Low Tox 0.27412915 Constructive 0.89
Oct 4, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
I feel like this video was presented fairly. We heard the criticisms and we got to see the Indian perspective too. There's many kind people over there, however Canadas Immigration over the last several years …
I feel like this video was presented fairly. We heard the criticisms and we got to see the Indian perspective too. There's many kind people over there, however Canadas Immigration over the last several years is a disaster. They're bringing in a lot of people who are detrimental to our country. In many ways.
Identity Attack0.28034934
Insult0.15911613
Profanity0.020578653
Threat0.008440462
Severe Toxicity0.006790161
Low Tox 0.27412915 Constructive 0.759
Sep 19, 2025 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.