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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: "this is war not against …" 192 comments · Page 6 of 8
DON’T CANADIANS PARTICIPATE AND FUND PROXY WARS AND YALL ARE COMPLAINING ABOUT MIGRANTS?
DON’T CANADIANS PARTICIPATE AND FUND PROXY WARS AND YALL ARE COMPLAINING ABOUT MIGRANTS?
Identity Attack0.13805299
Insult0.05262003
Profanity0.012892825
Threat0.0086087575
Severe Toxicity0.0044822693
Low Tox 0.17631748 Low Con 0.195
Jan 9, 2026 Deportations From Canada at Their …
They know how to invade any country in the world without any war.
They know how to invade any country in the world without any war.
Identity Attack0.040745795
Insult0.021803947
Profanity0.026454043
Threat0.13414288
Severe Toxicity0.0075912476
Low Tox 0.17285149 Low Con 0.084 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Send this to the Donald war with Canada is going to happen.
Send this to the Donald war with Canada is going to happen.
Identity Attack0.047448806
Insult0.023221988
Profanity0.018529098
Threat0.13566011
Severe Toxicity0.00705719
Low Tox 0.1693855 Low Con 0.136 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I lived in Malton in the 1980s when the Sikhs arrived. We were naive in our approach to these newcomers. They bought homes and filled them with up to 25 people breaking property standards. They …
I lived in Malton in the 1980s when the Sikhs arrived. We were naive in our approach to these newcomers. They bought homes and filled them with up to 25 people breaking property standards. They bought the local school and filled the classrooms with cots for new arrivals. Nothing was monitored. Local police worked tirelessly dealing with cultural differences. They demanded rights! I was refused service in one of their stores. Crime went up by 27%, and research revealed that 7% of students in Mississauga were psychopaths from exposure to war and violence! Then, an Indian friend told me that after Ghandi's daughter's assassination, they went from one village after another, robbing and killing in order to get out of India. Thus, the $5000 cookie jar reference. His car was stolen. Working at the birth registry office, he observed they changed their identity and falsified documents. My 13 year old daughter was thrown up against a wall, and a ceremonial knife was put to her throat. Rapes were happening at the high school. I should have called the police many times, and I deeply regret not stopping this intrusion into our Canadian culture. Hazel, the mayor the time at least, stopped the construction of monster homes. Their sense of supremacy was tangible. It's well past the time to deal with unregistered apts, finding true identities and turning to the Indians made victims of the ruthless greed to get the truth.
Identity Attack0.10221587
Insult0.07365121
Profanity0.035649836
Threat0.01052473
Severe Toxicity0.005836487
Low Tox 0.16678599 Constructive 0.737 Personal_Narrative
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Math was mentioned... Liberals do not compute. Civil unrest and war is coming to Canada. Better start preparing.
Math was mentioned... Liberals do not compute. Civil unrest and war is coming to Canada. Better start preparing.
Identity Attack0.057037655
Insult0.061801232
Profanity0.013302735
Threat0.042985857
Severe Toxicity0.004634857
Low Tox 0.16158698 Low Con 0.12
Aug 25, 2025 Why Canadians Are Turning Against …
I think bro on the bike will be the mascot of future Liberals vs Conservatives civil war
I think bro on the bike will be the mascot of future Liberals vs Conservatives civil war
Identity Attack0.04435511
Insult0.03710241
Profanity0.027410502
Threat0.054947287
Severe Toxicity0.0052261353
Low Tox 0.15987846 Low Con 0.217 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
A reckoning is coming for the people who do not want to assimilate to our customs and norms Canadians tolerate a lot of abuse and just smile and look the other way hoping people will …
A reckoning is coming for the people who do not want to assimilate to our customs and norms Canadians tolerate a lot of abuse and just smile and look the other way hoping people will realize how they are acting eventually and change their behavior the people from the middle east your gonna start a civil war. I am Canadian my family been here for many generations don't think for one second this place is gonna turn into the middle east Canada was the first to invade and liberate the Netherlands from the nazis don't for a second think we won't act that way on our own soil to people who disrespect us at home during covid the government got lucky that we were peaceful what happens when you corner a wild animal people are gonna find out
Identity Attack0.08004672
Insult0.0670459
Profanity0.019553876
Threat0.016810767
Severe Toxicity0.0052261353
Low Tox 0.15822013 Constructive 0.639
Aug 25, 2025 Why Canadians Are Turning Against …
Exactly the same and worse in the UK, Australia and most of western Europe, i see civil wars on the horizon if this isn't reversed
Exactly the same and worse in the UK, Australia and most of western Europe, i see civil wars on the horizon if this isn't reversed
Identity Attack0.059311368
Insult0.0279513
Profanity0.029888187
Threat0.07476458
Severe Toxicity0.0061035156
Low Tox 0.15822013 Moderate Con 0.411 Fear_Threat
Oct 12, 2025 1 likes Why Canadians Are Turning Against …
No blind eyes in Canada. Our millions of generations of taxpayers and family members that fought and died in multiple wars. Our politicians decided to ignore. The workforce theory is.b.s Otherwise covid wouldn't have destroyed …
No blind eyes in Canada. Our millions of generations of taxpayers and family members that fought and died in multiple wars. Our politicians decided to ignore. The workforce theory is.b.s Otherwise covid wouldn't have destroyed it. At the same time immigration quadrupled.
Identity Attack0.037136484
Insult0.06652143
Profanity0.058946952
Threat0.009722093
Severe Toxicity0.0040626526
Low Tox 0.15766735 Constructive 0.564 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Why did Europeans left their countries. Where was world war 1 and 11. They forgot where they came from
Why did Europeans left their countries. Where was world war 1 and 11. They forgot where they came from
Identity Attack0.10221587
Insult0.030595649
Profanity0.020100424
Threat0.009385503
Severe Toxicity0.0048828125
Low Tox 0.15656179 Low Con 0.226 Comparative_Framing
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I remember when my family immigrated here over 15+ years ago and my brother was only 1 years old. 2 weeks after coming here he slipped on the floor and cut open his forehead on …
I remember when my family immigrated here over 15+ years ago and my brother was only 1 years old. 2 weeks after coming here he slipped on the floor and cut open his forehead on the hinges of our door and he was bleeding everywhere (he later had to get 6 stitches to fix it), my father was out working and we didn't know how to contact the police or hospital because we didn't have a home phone yet. We used our neighbors and the ambulance came and I strictly remember that because we didn't have our health cards yet they wouldn't start work even though my father said he will pay when he gets there. I remember my mother and I feeling helpless while my 1 year old brother was bleeding out (the hospital staff tried to stop the bleeding with cotton ball and bandage) and I distinctly remember that they did not start helping my brother even WHILE my father was paying but only started work after the bill was completed. Even though my family felt helpless at that time and we felt it was unfair, we never blamed Canada because it was their policy and they have every right to follow protocols. So it makes me angry to see people who walked into our country illegally getting far better treatment than my family ever got even though it might not be anything as life threatening as ours was. It makes me angry that our hard earned tax dollars are used to help people who have no motivation to help the country that gave them asylum during war.. It's actually the opposite as a lot of these families call their free housing "disgusting" and compare it to "living like a slave". I'm angry because little girls at my brothers own school are getting shoved and assaulted by refugee boys as young as 6-7 and are let off with a simple "don't do that again" and a meeting with the parents. This is not the Canada my family came to love and call home so I can't imagine the hardships of Canadians who are living here for 3, 4, 5+ generations 😔😔
Identity Attack0.046159767
Insult0.04910661
Profanity0.08193458
Threat0.063029334
Severe Toxicity0.00793457
Low Tox 0.15490346 Constructive 0.87
Feb 12, 2019 15 likes How much do refugees and …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or texting nobody uses manners is very rare. I gotta thank you just for opening the door. We miss the true values of being happy technologies ruining us all this other stuff going on especially in mass migrations oh my God, you try to be nice. Sometimes you can’t hold it inside. We don’t feel like this ever but now we’re getting overrun by immigrants and the US president’s crazy trying to do tariffs well tell you Canadians are fed up now you just made us mad and you wonder why World War I in World War II were so effective with the Canadiens now you’re gonna find out how we fight back we’re gonna double tactics this time
Identity Attack0.053854458
Insult0.06407392
Profanity0.08355101
Threat0.009281937
Severe Toxicity0.006752014
Low Tox 0.15435068 Constructive 0.71 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Recruiting foreign military is a bad idea....war i would assume is a very demanding and depressing time which means troops has to be highly motivated, loyal and patriotic. I fail to see a foreign "mercenary" …
Recruiting foreign military is a bad idea....war i would assume is a very demanding and depressing time which means troops has to be highly motivated, loyal and patriotic. I fail to see a foreign "mercenary" having these traits to defend the honour of Canada.
Identity Attack0.06158508
Insult0.07428485
Profanity0.016821137
Threat0.00789674
Severe Toxicity0.0022411346
Low Tox 0.1537979 Constructive 0.54 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Good for Canada nurturing the Pubjabi against the Pundabi and their great civil war back home! 🇨🇦🇨🇦
Good for Canada nurturing the Pubjabi against the Pundabi and their great civil war back home! 🇨🇦🇨🇦
Identity Attack0.10221587
Insult0.045007613
Profanity0.013507691
Threat0.018882722
Severe Toxicity0.0051879883
Low Tox 0.14429577 Moderate Con 0.483 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
8:38 Did they move out from India to Canada because of their demand of Khalistan . Simply answer is —- A big NO . They were taken there by British in world war as a …
8:38 Did they move out from India to Canada because of their demand of Khalistan . Simply answer is —- A big NO . They were taken there by British in world war as a worker and some sort of soldier , but they were not the only indian, but some others not from Punjab also went there . Yeah, punjabi sikh are more in number , they have organised groups and institutions there . Some are anti India and some are not , but normal Indians go there seeking more opportunities and income .
Identity Attack0.14233272
Insult0.035333443
Profanity0.017914234
Threat0.007961469
Severe Toxicity0.003604889
Low Tox 0.14429577 Constructive 0.601 Comparative_Framing
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
Ppl are saying its gonna take a civil war to stop the immigration. Trump please takeover canada
Ppl are saying its gonna take a civil war to stop the immigration. Trump please takeover canada
Identity Attack0.06613251
Insult0.023866551
Profanity0.013131939
Threat0.053330876
Severe Toxicity0.0040626526
Low Tox 0.13561769 Low Con 0.238 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in their homeland. Why would they not accept coming here if they see potential for a brighter future ? Furthermore, they don’t have pathways to citizenship offered by the government; there are no well-defined courses or integration programs designed to help newcomers become fully part of the society. Instead, they are arriving in basically what is a new India. They are welcome with open arms and new rights as Canadians, without the responsibilities that SHOULD go with it. So, the entire culprit is our Canadian government. This situation is part of a much larger, global agenda aimed at sowing division among populations to weaken national unity. The phrase _Divide et Impera_ (Divide and Conquer) highlights this tactic. The Canadian government is orchestrating this strategy, intentionally aligned with the nefarious 2030 agenda. This agenda calls to flood the White Christian Western world with massive immigration, which will erode cultural and national identities. The ultimate goal is to strip nations of their cultural and historical identities, making their populations more dependent on the State to provide a new identity. This dependency is projected to lead to the implementation of digital identification systems, biometric tracking, and other dystopian technological measures. These politicians on both sides are NOT humanists. The overarching aim is not merely human advancement but transhumanism — merging humans with technology — which is pure evil, even demonic, a plan to transform human existence radically. A plot to erase humanity as we know it. This is also the real reason and rationale behind the trans agenda. You can be whatever you want if you identify with it. Now, how about a cyborg, the singularity or what is called humankind 2.0 ? They will try to get it with WW3. The mandates will be said to be good for us, as they will procure a false sense of security in every country on Earth. They need India to go against the Muslim world. Canada has accepted this for the novus ordo seclorum of nations. You probably heard the saying that governments are NOT elected, but selected. That’s true. Our system is an illusion of democracy. They needed these far-left Liberals for these objectives and many others. Then, when it will be too much and order for the chaos, they will count on the far right to go to war. There will be two coalitions: the Western nations + Israel 🇮🇱 + some arab countries like Saudi Arabia 🇸🇦, Jordan 🇯🇴, Syria 🇸🇾 + Ukraine 🇺🇦 + India 🇮🇳 + Japan 🇯🇵 + South Korea 🇰🇷 *VS* the Arab League + Russia 🇷🇺 + China 🇨🇳 + North Korea 🇰🇵. The worst in all of that is that Freemasonry controlled both sides and their political leaders. They play on both sides, as in WW1 and WW2.
Identity Attack0.12208464
Insult0.03588435
Profanity0.025907494
Threat0.007961469
Severe Toxicity0.003490448
Low Tox 0.13388206 Constructive 0.617 Unverified_Claim
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
WAR PLAN RED ... activated.
WAR PLAN RED ... activated.
Identity Attack0.01191331
Insult0.017936565
Profanity0.020578653
Threat0.09316374
Severe Toxicity0.007972717
Low Tox 0.13388206 Low Con 0.196
Jan 13, 2026 Inside Canada's Indian Metropolis (Brampton)
We fought 2 world wars so they can stay at home
We fought 2 world wars so they can stay at home
Identity Attack0.04512853
Insult0.026702631
Profanity0.024131214
Threat0.013321015
Severe Toxicity0.0048828125
Low Tox 0.13388206 Low Con 0.299 Identity_Assertion
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
If you made it to a nation not at war from a nation at war or not at war. You stop. You keep going, your taking a trip!!! Your are tourist!!!!
If you made it to a nation not at war from a nation at war or not at war. You stop. You keep going, your taking a trip!!! Your are tourist!!!!
Identity Attack0.014350293
Insult0.060927123
Profanity0.017367685
Threat0.0086087575
Severe Toxicity0.003643036
Low Tox 0.13388206 Low Con 0.197
Dec 26, 2025 Deportations From Canada at Their …
Seen not heard that's canada everybody Llves matter Civil War is at your back door
Seen not heard that's canada everybody Llves matter Civil War is at your back door
Identity Attack0.028418748
Insult0.038566336
Profanity0.014327513
Threat0.035113025
Severe Toxicity0.0048828125
Low Tox 0.13388206 Low Con 0.218 Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
Every one of you in Canada is an immigrant or descendant of an immigrant, so please don’t do to each other what they did to your grandfathers and grandmothers! Put yourself in the place of …
Every one of you in Canada is an immigrant or descendant of an immigrant, so please don’t do to each other what they did to your grandfathers and grandmothers! Put yourself in the place of the person who just arrived and feel how much they are suffering to start a new life, find a new place, find furniture, change career and look for a new job, get the cultural shock and cold weather shock and learn how to survive the cold winter and learn a new language, and make new contacts, new friends and new families maybe… too much to handle while you are not giving a fuck about all his struggles but pushing him to change his culture automatically like if it’s magic and at the same time he is not aware why on earth is everyone against his religion or accent or way of thinking and your rejections towards them by showing clearly your attack towards them here online without shame! Those people who are escaping from wars or genocides or poverty to find a better opportunity to be able to feed their families abroad, you have no consideration for what brought them here or what they had endured and you want to let them endure more above their struggle to survive all the inconvenience in a capitalist frozen country! Please try to be nice to each other and teach one another how to live respecting one another boundaries and culture! a country with many nationalities is multicultural and multiculturalisme can’t exist with racism and discrimination. Keep the multiculturalism with the nice picture it holds which keep the country warm and colourful. Live in peace and love❤
Identity Attack0.09410924
Insult0.06285016
Profanity0.017845914
Threat0.007417747
Severe Toxicity0.0037002563
Low Tox 0.13214645 Constructive 0.735
Sep 17, 2025 1 likes Why Canadians Are Turning Against …
I get what Tyler’s trying to say or do which is to inform; but this type of content only further divides an already fragmented world. Could lead to race wars making people believe there race …
I get what Tyler’s trying to say or do which is to inform; but this type of content only further divides an already fragmented world. Could lead to race wars making people believe there race is superior than others. There are good and bad people in every race
Identity Attack0.10221587
Insult0.026960457
Profanity0.025087673
Threat0.010835429
Severe Toxicity0.0038719177
Low Tox 0.13041082 Constructive 0.692 Moral_Argument
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
The government wants a civil war within the country so they can bring in a security state
The government wants a civil war within the country so they can bring in a security state
Identity Attack0.0233943
Insult0.01838776
Profanity0.023994578
Threat0.056563694
Severe Toxicity0.004825592
Low Tox 0.119997114 Low Con 0.123
Aug 25, 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 …

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.