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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: "But will you call an …" 741 comments · Page 22 of 30
And when Québec says : no cop/judge shall wear religious signs while in uniform ? ( law 21 ) Brampton mayor calls us racist and furthur more , he will use Brampton's tax money to …
And when Québec says : no cop/judge shall wear religious signs while in uniform ? ( law 21 ) Brampton mayor calls us racist and furthur more , he will use Brampton's tax money to fight a law that is only valid in Québec ! ( can someone tell Mr Brown that Brampton is not in Québec ? )
Identity Attack0.06749674
Insult0.06984934
Profanity0.010996987
Threat0.0067898775
Severe Toxicity0.002746582
Low Tox 0.16043124 Moderate Con 0.464
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
We've been calling it Afbrampistan since i was in highschool. I am almost 39 years old now. 😂 Just Canada's apathy at work.
We've been calling it Afbrampistan since i was in highschool. I am almost 39 years old now. 😂 Just Canada's apathy at work.
Identity Attack0.099072486
Insult0.06739554
Profanity0.018392462
Threat0.006925808
Severe Toxicity0.003376007
Low Tox 0.16043124 Moderate Con 0.474 Humor_Satire
Dec 29, 2025 Inside Canada's Indian Metropolis (Brampton)
In the place I was born and raised everybody is like the guy on the bike. It's called Poland 🇵🇱
In the place I was born and raised everybody is like the guy on the bike. It's called Poland 🇵🇱
Identity Attack0.10221587
Insult0.05027775
Profanity0.04291453
Threat0.008246276
Severe Toxicity0.0060272217
Low Tox 0.16043124 Moderate Con 0.492 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
😂😂😂 Not a peep or they will call you Ray Cyst! 🤣🤣🤣 🙄🙄🙄
😂😂😂 Not a peep or they will call you Ray Cyst! 🤣🤣🤣 🙄🙄🙄
Identity Attack0.004846719
Insult0.058475737
Profanity0.0569429
Threat0.010110466
Severe Toxicity0.0051498413
Low Tox 0.16043124 Low Con 0.228 Humor_Satire
Oct 3, 2025 IRCC Names India in Study …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different people since I was 18 and learned great things I can add to my construction or cooking repertoire that you could possibly couldn't learn in the West without diversity. BUT now we have a group of people coming here buying up businesses while only hiring people from their country buying up single homes putting up crammy 8 plexus, and only renting to people from their home country. If these were French people like my heritage is, I would be even more pissed because I could say something without being called a racist. These immigrants are coming here with one goal retribution against the English Empire for the past or some shit, I dont know, and they're taking it out on us Canadians. over 5 years I've collected proof so I feel very safe coming out now and talking about this because I have everything to back it up. Those single homes I was talking about half of them burned down and they use insurance fraud money add multiple loopholes to use government money along the way as well, that's damn taxpayer money building parts of these homes... I'm a concrete worker they do not let these walls set properly, they don't seal the windows and doors properly, everything's going to leak but because they only rent to people from their home country after 3 years they can take their name off the property and nobody and I mean nobody is going to report leaks because they have a tyrannical control over who they rent to.... I dont even need to name the group because its OBVIOUS, living in the same city most ky life I've seen a drastic change, and this isnt intregation like my family did as they we're the members of french part of the metis tribe long ago. 5 years in a row they have added an average of 70,000 people legally to the city I live in I live in of 1.4 million people that is absolutely absurd the train system is packed all the way until 1:00 a.m.... it's just simple economics you can't add that many people and have a sustainable City.... these idiots never played sim city or some shit Also there are millions that came pretending to get spots in our universities and didn't show up, and these are the same people that are buying up all the businesses and houses and only letting the people from their own country be involved that is not integration....... There's also a huge problem with people faking Refugee status from this very place and there's even a few videos circulating online on just how to do it people from this country bragging how their making double of the average income of a Canadian a year PLUS free food and board from this fake Refugee status, HOLY FUCK! We are radicalizing here in Alberta and it's about to get real. Not only do these immigrants only want their own people involved in anything they are rude as hell when confronted about any of this even in a kind way.  There's a great deal of them that are at the top of the fenthinal distribution. mind you a lot of that's being shipped from other places but the distribution hails differently....roughly 70% of the major fenthinal arrests and seizures have those paticular heritage backgrounds to prove it. They are destroying the country in SO MANY WAYS, im DONE trying to be civil or nice about this debate,  5 years is my limit bitches, fuck you, fuck off or we'll fucking make you -Alberta proud , and fuck you again bitches
Identity Attack0.06749674
Insult0.0720671
Profanity0.06145202
Threat0.007534259
Severe Toxicity0.005493164
Low Tox 0.16043124 Constructive 0.775 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
The video shows facts, and it is sad to see people turning Canada into the country they came from (not just India). But funny how the older immigrants totally calling out the more educated and …
The video shows facts, and it is sad to see people turning Canada into the country they came from (not just India). But funny how the older immigrants totally calling out the more educated and recent immigrants for being free loaders, while not realizing the young are paying for your benefits. You worked a minimum wages job and bought landed properties with lunch money, while being the core reason for the housing crises because you "don't want condos or apartments to be build in our single household areas". Hypocrites!!
Identity Attack0.10221587
Insult0.07365121
Profanity0.020646973
Threat0.0072235605
Severe Toxicity0.0044059753
Low Tox 0.15987846 Constructive 0.643 Personal_Narrative
Jan 20, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
I'm extremely liberal However I do understand how seeing your customs and ways of life being taken over can be frustrating. It's ok to be liberal and still call for immigration control. And its ok …
I'm extremely liberal However I do understand how seeing your customs and ways of life being taken over can be frustrating. It's ok to be liberal and still call for immigration control. And its ok to be conservative and have the empathy to understand that most people that are already established here are just seeking a peaceful life. I just wish more people can see both sides instead of taking the extreme inhumane side of " deport them all!! ".
Identity Attack0.06613251
Insult0.046178754
Profanity0.026317406
Threat0.025789235
Severe Toxicity0.004634857
Low Tox 0.15932569 Constructive 0.857 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Being called racist means nothing. Im happy to be labeld as such
Being called racist means nothing. Im happy to be labeld as such
Identity Attack0.099072486
Insult0.03665562
Profanity0.07255927
Threat0.008893564
Severe Toxicity0.0048828125
Low Tox 0.1587729 Moderate Con 0.435 Identity_Assertion
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
The number one fallen country in the world is called Canada
The number one fallen country in the world is called Canada
Identity Attack0.120924085
Insult0.047349896
Profanity0.01846078
Threat0.007741391
Severe Toxicity0.005302429
Low Tox 0.1587729 Low Con 0.221
Sep 29, 2025 IRCC Names India in Study …
Glad you called it what it is. An invasion.
Glad you called it what it is. An invasion.
Identity Attack0.045901958
Insult0.05262003
Profanity0.017845914
Threat0.009100696
Severe Toxicity0.004234314
Low Tox 0.15822013 Moderate Con 0.346 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
All because people don’t want to be called racist .
All because people don’t want to be called racist .
Identity Attack0.09576365
Insult0.053791173
Profanity0.039407436
Threat0.007340072
Severe Toxicity0.004196167
Low Tox 0.15656179 Low Con 0.207 Moral_Argument
Feb 24, 2026 Inside Canada's Indian Invasion...
I was born and raised in Brampton (but of South Asian descent via the Caribbean) and it pains me to see how the city has changed over the past 20 years. I was raised to …
I was born and raised in Brampton (but of South Asian descent via the Caribbean) and it pains me to see how the city has changed over the past 20 years. I was raised to be a proud Canadian and to be grateful for the opportunities that this country has afforded my family and I. I am a Canadian first, and Guyanese/Indian second. The issue I have with the city is that you have enclaves of ethnically homogenous people who refuse to assimilate - I once went into a Tim Hortons at Peter Robertson and Dixie, and was laughed at by the cashiers because I could not speak Hindi/Punjabi (despite being brown). There is nothing wrong with immigration - it makes the country stronger. HOWEVER, that only happens if the immigrants work to collectively advance the interests of the country and accept the rules/societal norms of the country they now call home. Instead, they find ways to circumvent/exploit the system - they are less interested on making society better, and more interested in individual advancement. I live in Professors Lake, which historically was one of the more affluent areas of the city. Now, there are several houses on my street that have essentially become boarding houses, divided into units of four with 10+ people living inside. I fully understand why white Canadians are feeling displaced, and it pains me that anti-immigrant sentiment has soured the way people look at me (despite being born in Canada).
Identity Attack0.13377325
Insult0.06285016
Profanity0.017436003
Threat0.007365964
Severe Toxicity0.004272461
Low Tox 0.15600902 Constructive 0.842 Personal_Narrative
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Trump derangement is more importantly reported instead of real news based on how to better the relationship with USA as a partner to our economy and welfare No instead carney Goes off to other shores …
Trump derangement is more importantly reported instead of real news based on how to better the relationship with USA as a partner to our economy and welfare No instead carney Goes off to other shores Because he knows his time in power is coming soon to an end Once an election is called And he only thinks of what’s next for him
Identity Attack0.0076215584
Insult0.08582769
Profanity0.015010698
Threat0.006330303
Severe Toxicity0.0019168854
Low Tox 0.15600902 Low Con 0.273 Policy_Critique
Feb 26, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
They're all Punjabis. 👳‍♂️ Brampton is called Mini Punjab, not Mini India.
They're all Punjabis. 👳‍♂️ Brampton is called Mini Punjab, not Mini India.
Identity Attack0.17459276
Insult0.06285016
Profanity0.040158957
Threat0.0072882893
Severe Toxicity0.0059127808
Low Tox 0.15600902 Moderate Con 0.382 Identity_Assertion
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
A place called Nations has been hiring people (mostly asian) with visitor visa. They need to be investigated. Trust me
A place called Nations has been hiring people (mostly asian) with visitor visa. They need to be investigated. Trust me
Identity Attack0.1714862
Insult0.03070583
Profanity0.019690514
Threat0.008362788
Severe Toxicity0.0038909912
Low Tox 0.15545623 Moderate Con 0.407 Unverified_Claim
Sep 29, 2025 10 likes IRCC Names India in Study …
As a Canadian, I hear all the time people calling Canada “can-India” 😂
As a Canadian, I hear all the time people calling Canada “can-India” 😂
Identity Attack0.120924085
Insult0.04969218
Profanity0.035649836
Threat0.0072235605
Severe Toxicity0.0047683716
Low Tox 0.15545623 Moderate Con 0.413 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I respect other cultures, as many others have said in this video but on a daily basis, I get looked at with disgust. No respect, and I don't care if you don't speak English, it's …
I respect other cultures, as many others have said in this video but on a daily basis, I get looked at with disgust. No respect, and I don't care if you don't speak English, it's called common curtesy to hold the door open as we Canadians have always done.
Identity Attack0.083355546
Insult0.05964688
Profanity0.021466793
Threat0.0067769317
Severe Toxicity0.002670288
Low Tox 0.15545623 Constructive 0.736
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
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 …
My friend had a crazy incident a year ago. When due to very strict rules, he lost his pgwp and became visitor status. He had to use hospital services and he called them and asked …
My friend had a crazy incident a year ago. When due to very strict rules, he lost his pgwp and became visitor status. He had to use hospital services and he called them and asked them why the bill was so high. He was given remarks on the phone by a lady that “Oh we citizens pay taxes and thats how healthcare is usually free”. I mean he was here from last 6 years and was called that like he did not pay taxes. Idk why being rude to person without knowing what thier status was before. I think people are really fed up with anyone who says they are either visior, on pgwp or TFW in general. Sorry to say but, no one should just burst on others and say oh I paid taxes or its free for citizens only.
Identity Attack0.009101473
Insult0.07333439
Profanity0.08096472
Threat0.008013252
Severe Toxicity0.003604889
Low Tox 0.15435068 Constructive 0.794 Personal_Narrative
Aug 24, 2025 5 likes Why Canadians Are Turning Against …
Justin Trudeau gave the highest medal of honor in Canada to Dr. Morgantil. He is the biggest Abortionist and made his millions of $ building his abortion clinics backed by the Liberal government healthcare. I …
Justin Trudeau gave the highest medal of honor in Canada to Dr. Morgantil. He is the biggest Abortionist and made his millions of $ building his abortion clinics backed by the Liberal government healthcare. I know that in Alberta girls and women can have 4 abortions each on the tax payer healthCare. My dear lady that said she has to wait over a year for a surgery youneed now. Just add all the women that areof legal age and times it by four and you'll get a small fraction of where our Canadian babies are, no longer apart of our families. I believe that many of our Provenances participate in this abominations. The clinics are called Family Planning Agency. I don't know if you realize this but our votes in Canada only count if you are voting for the Governmental in the're plans!!!
Identity Attack0.031980325
Insult0.07428485
Profanity0.018324144
Threat0.009463178
Severe Toxicity0.004634857
Low Tox 0.1537979 Constructive 0.632
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Canada's Immigration Crisis: Prioritizing National Interests Over Uncontrolled Influx from India The Government of Canada must immediately halt the unchecked influx of immigrants from India. This is not about xenophobia—it's about protecting Canadian society, resources, …
Canada's Immigration Crisis: Prioritizing National Interests Over Uncontrolled Influx from India The Government of Canada must immediately halt the unchecked influx of immigrants from India. This is not about xenophobia—it's about protecting Canadian society, resources, and identity from a pattern of exploitation that is eroding our nation. 1. Failure to Assimilate and Community Insularity Indian immigrants are not integrating into Canadian culture. Instead, they form parallel societies: Sending children to private ethnic schools that prioritize Indian languages and customs over Canadian values. Erecting statues and cultural symbols that celebrate India, not Canada—this is Canada, not a satellite of New Delhi. Prioritizing their own communities in hiring and services, creating ethnic enclaves that exclude others. This insularity prevents true assimilation and fosters division. 2. Exploitation of Systems and Loopholes Many arrive through fraudulent means and demand instant benefits: Establishing "diploma mill" colleges solely to gain entry, then claiming permanent residency or citizenship after minimal study. Only Indians teachers are hired through this made up "Colleges". Sponsoring extended family chains (parents, siblings, cousins) who contribute nothing but drain resources. Elderly parents, who have never paid Canadian taxes, access healthcare and social services immediately, overburdening hospitals while their families use nursing homes as a last resort. Bribing for driver's licenses abroad, leading to reckless, entitled driving on Canadian roads. These tactics exploit loopholes, bypassing fair processes meant for genuine contributors. 3. Strain on Resources and Job Market The rapid population growth is unsustainable: High birth rates (far above Canada's replacement level) are used strategically to "populate" the country and secure more benefits. Taking jobs from Canadians in government, police, education, healthcare, and beyond—often through nepotism and "cutting in line" for their networks. For example IRCC Director - Harpreet Kochhar Deputy Minister - Pemi Gill and Aiesha Zafar who have no idea where the 79,000 illegal Indians are in Canada. Remove these Minister from their position. They are incompetent in the jobs. Fraud = Predominant country = India. Nepotism is rampant in their community and their class system mentality. Overwhelming housing, food banks, parks (littered with garbage), and public spaces (including reports of improper behavior on beaches). Many work in low-productivity roles, undercutting wages and relying on welfare despite employment. Canadians are being displaced in their own country. 4. Criminal and Cultural Importation A subset brings a "gangster mentality" from India: Rising involvement in organized crime, fraud, and violence in cities like Brampton and Surrey. Lazy or substandard work ethic in some cases, prioritizing quick gains over quality. Just look at Tim Horton! This is not the skilled, law-abiding immigration Canada needs. Call to Action: Policy Reforms Now Cap and pause Indian immigration until assimilation metrics improve. End chain migration and fake college scams—require proven contributions before PR/citizenship. Enforce assimilation: Mandate public schools, cultural integration tests, and community service. Protect Canadians first: Prioritize housing, jobs, and services for citizens. I don't care if this is labeled "racist"—the evidence is clear. Indians are not here to build Canada; many are here to overtake it. Canadians have to act before it's too late.
Identity Attack0.14661247
Insult0.047935467
Profanity0.014566627
Threat0.008634649
Severe Toxicity0.004196167
Low Tox 0.15324512 Constructive 0.674
Oct 29, 2025 IRCC Names India in Study …
I call them Timmigrants
I call them Timmigrants
Identity Attack0.11396073
Insult0.032248367
Profanity0.028776871
Threat0.00866054
Severe Toxicity0.0049972534
Low Tox 0.15213956 Moderate Con 0.341 Humor_Satire
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It happened way too fast, too many of one ethnicity suddenly pouring in over a couple years is bound to cause issues with a population, in older times it was called invasion
It happened way too fast, too many of one ethnicity suddenly pouring in over a couple years is bound to cause issues with a population, in older times it was called invasion
Identity Attack0.10221587
Insult0.02657372
Profanity0.029050145
Threat0.011741633
Severe Toxicity0.0064849854
Low Tox 0.15213956 Moderate Con 0.369
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I KNOW. Its hard. Our host, trying, trying, straining to comprehend the big picture. This was a decent logical interview. Kenney called out 'post nationalist' the death of history insane ideology. And the two of …
I KNOW. Its hard. Our host, trying, trying, straining to comprehend the big picture. This was a decent logical interview. Kenney called out 'post nationalist' the death of history insane ideology. And the two of you showed how it has been rejigged, a lot of the details. Good job. Honestly, excellent interview. I saved it to my PC. Here is the hard part. Excepting the US, the entire west, UK, Germany, France, Spain, Canada, Australia etc, is engaging the same precise nation wrecking migration policies. Ponder the concept - its a global plan. THAT is the hard part. Stretch your mind Lilley, you can do it. You would start to wonder whether its one arm of an overall decline of the west actual plan. Wreck energy, agriculture, public finances, flood the place with unvetted migrants to swamp the place, deride the history, promote shame, wreck the very concept of a family, de-industralize. Make us all poor, dependent, minorities in our own homeland. Keep gnawing away at free speech, arrest grandmas for posting why is the local hotel full of migrants who dont speak english? Just how it is man. I know, its hard to comprehend. Facts are facts however.
Identity Attack0.045901958
Insult0.06984934
Profanity0.02433617
Threat0.009074804
Severe Toxicity0.0031661987
Low Tox 0.15213956 Constructive 0.797 Unverified_Claim
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us …
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us to death, or do we get out and call the successful fire dept, like Argentina, Trump and Poland. So tired of asking why, isn't it obvious
Identity Attack0.033269364
Insult0.031697463
Profanity0.018255826
Threat0.0824309
Severe Toxicity0.005264282
Low Tox 0.15103401 Moderate Con 0.329
Aug 29, 2025 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.