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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: "As a Canadian, Canada is …" 1,239 comments · Page 18 of 50
How can Canada government allow this?? Canada is great because all immigrants can become Canadians not Canada becoming Indian
How can Canada government allow this?? Canada is great because all immigrants can become Canadians not Canada becoming Indian
Identity Attack0.40447855
Insult0.14874944
Profanity0.029050145
Threat0.007081157
Severe Toxicity0.012703998
Moderate 0.33255672 Moderate Con 0.369 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
0:46 see? Its not hard! Although dont do this “for white people” but just do it for Canadians. Canada doesnt need to be completely white. It needs to be completely Canadian.
0:46 see? Its not hard! Although dont do this “for white people” but just do it for Canadians. Canada doesnt need to be completely white. It needs to be completely Canadian.
Identity Attack0.41052565
Insult0.082372494
Profanity0.050930742
Threat0.01086132
Severe Toxicity0.012359619
Moderate 0.3308965 Moderate Con 0.317
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I am from Edmonton and we have a high rate of people from India, the only thing that bothers me is if an immigrant comes here learn how to be Canadian. Which is helping the …
I am from Edmonton and we have a high rate of people from India, the only thing that bothers me is if an immigrant comes here learn how to be Canadian. Which is helping the elderly, giving your seat up on a bus, not taking proper drivers training. They have been taking a lot of trucker jobs and there is barely one Tim Hortons in Canada that will hire a white person.
Identity Attack0.40351558
Insult0.13607834
Profanity0.03239325
Threat0.008867673
Severe Toxicity0.011520386
Moderate 0.3308965 Constructive 0.702 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is one of the first countries to turn into India which is orchestrated by the elites. It will be a corrupt third world country. They are in Canadas politics, army, and police force. They …
Canada is one of the first countries to turn into India which is orchestrated by the elites. It will be a corrupt third world country. They are in Canadas politics, army, and police force. They also own businesses and properties. Once they have 100 percent taken over, they will either kick everyone else out or abuse them. Only possible way for Canada to be fixed is if Canadians have a civil war
Identity Attack0.28034934
Insult0.24767025
Profanity0.02932342
Threat0.15434735
Severe Toxicity0.013672344
Moderate 0.3302291 Low Con 0.289 Fear_Threat
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering …
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering for these policies . no one ever said temp workers should get a PR , its time to deport and revoke citizenship.
Identity Attack0.28034934
Insult0.23237456
Profanity0.044668075
Threat0.06658544
Severe Toxicity0.01683561
Moderate 0.3302291 Constructive 0.55 Fear_Threat
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
What a beautiful country was Canada 15 years back? The Liberals opened the floodgates and we're suffering now .And Canadians voted the Liberals to power again even after knowing the country was going to the …
What a beautiful country was Canada 15 years back? The Liberals opened the floodgates and we're suffering now .And Canadians voted the Liberals to power again even after knowing the country was going to the dogs!
Identity Attack0.18235919
Insult0.3388922
Profanity0.050429728
Threat0.008427517
Severe Toxicity0.008430481
Moderate 0.3302291 Constructive 0.514
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny …
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny is real but i wouldn't dare leave my country. there are ways to live happily here i am sure for some it might not be as such and they chose to live abroad that's their decision i have nothing to say there. but you have to also understand India houses 1.47 billion population. 1 out of 300 people are able to get in canada but since the size pool is bigger that tries for it the number sky rocket as well. i have no remarks against india not against the canadian who have lived there for generations. in my eyes they both are right and it's government that should do something about it. i can totally understand the perspective of white canadians if all they see is a chruch that was turned into a hindu temple.
Identity Attack0.15303208
Insult0.23237456
Profanity0.2453505
Threat0.02181799
Severe Toxicity0.017416617
Moderate 0.3302291 Constructive 0.82
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then …
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then the economy can afford to live here I frankly find it ridiculous. I want to know whats driving these policies to continue. My parents came to canada 25 years ago, they payed thousands of dollars to get status here. Now people are getting in as cheap labour that can't even afford to live here so they dogpile 10-15 people in the same 2-3 bedroom apartments or houses and the infrastructure is still being built on the logic of single families when in the reality thr opposite is happening we have sudden crowding because rent is unaffordable due to the massive influx of people, including canadian born nationals that are forced to live in these environments if they don't have support- Its crazy why not close your borders stabilize rebuild infrastructure then slowly work on immigration policies again when the housing market and job market are stable again. Theres absolutely no reason to cite labour shortages when theres an unemployment rate and homeless people everywhere- close the borders- get homes built, throw heavy incentives to join and get educated on any productive field that has a shortage upto and including providing shelter to canadian citizens that decide to pursue these fields and are homeless. Have a fast track rotating incentive down to the year along with guaranteed on job training for all occupations. Such a simple solution so stupid we can't execute it. Too busy squabbling liberal conservative baseline rhetoric that we made ourselves blind to the human cost in our own borders.
Identity Attack0.10221587
Insult0.34032786
Profanity0.096805766
Threat0.008867673
Severe Toxicity0.008163452
Moderate 0.3302291 Constructive 0.768
Oct 2, 2025 1 likes IRCC Names India in Study …
A clueless immigration minister fits in well with a clueless electorate . The illegal alien extortionists that have been caught in murder and assault with ilegal handguns have claimed asylum and have about six years …
A clueless immigration minister fits in well with a clueless electorate . The illegal alien extortionists that have been caught in murder and assault with ilegal handguns have claimed asylum and have about six years of taxpayer funded lawyers to help them remain in Canada. Tim Hortons laid off Canadian full time workers and imported temporary part time workers and the tacpayer pays half their wages. A company worty of a nation wide boycott.
Identity Attack0.23694818
Insult0.30797598
Profanity0.017709278
Threat0.025271246
Severe Toxicity0.010223389
Moderate 0.3302291 Moderate Con 0.416 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Wait what? 700 Iranian "agents" you mean Iranian Terrorists are being allowed to infest across canada? So essentially, Iranian Terrorist Cells are on canadian soil?
Wait what? 700 Iranian "agents" you mean Iranian Terrorists are being allowed to infest across canada? So essentially, Iranian Terrorist Cells are on canadian soil?
Identity Attack0.36702603
Insult0.23237456
Profanity0.021535112
Threat0.025271246
Severe Toxicity0.012703998
Moderate 0.3302291 Low Con 0.202 Fear_Threat
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada doesn't have a culture to assimilate to anymore though. It was known for its casual hockey and Canadian accent but both are nearly extinct. It's The Library of Babel up in here. Not to …
Canada doesn't have a culture to assimilate to anymore though. It was known for its casual hockey and Canadian accent but both are nearly extinct. It's The Library of Babel up in here. Not to mention most white people only have 1 kid or don't want kids at all so it's entire re-population plan is just to go all in on immigration and let white people slowly fade out until there's none left. XD
Identity Attack0.39966375
Insult0.1378885
Profanity0.070942834
Threat0.018192071
Severe Toxicity0.014253352
Moderate 0.32971194 Moderate Con 0.362 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
As a Canadian we immigrants have to.leave peacefully not to bring your culture in Canada
As a Canadian we immigrants have to.leave peacefully not to bring your culture in Canada
Identity Attack0.38699543
Insult0.097093195
Profanity0.021330157
Threat0.010162249
Severe Toxicity0.014511578
Moderate 0.3286776 Moderate Con 0.444 Identity_Assertion
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
I like Canada better when it was full of Canadians.
I like Canada better when it was full of Canadians.
Identity Attack0.38200524
Insult0.09855611
Profanity0.029596692
Threat0.011689849
Severe Toxicity0.016577384
Moderate 0.3286776 Moderate Con 0.364 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
“As a brown Canadian, I know exactly what racism feels like — I’ve lived it for 40 years. The truth is, some people simply can’t accept brown immigrants, even though we work the hardest and …
“As a brown Canadian, I know exactly what racism feels like — I’ve lived it for 40 years. The truth is, some people simply can’t accept brown immigrants, even though we work the hardest and often for the lowest pay. Yes, one percent may cause trouble, but that exists in every community. What’s really unfair is how brown immigrants are singled out, while no one makes videos when Indian students are dying or struggling. We’re not monkeys — we’re human beings, we’ve worked for decades building this country, often in silence and underpaid. Stop the racism. Canada is stronger when we live together, not when we tear each other down.”
Identity Attack0.3817989
Insult0.21836096
Profanity0.089370176
Threat0.019918699
Severe Toxicity0.014059683
Moderate 0.3286776 Constructive 0.735 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
indians selling pizza in a canadian coffee shop icon, oh how canada has fallen
indians selling pizza in a canadian coffee shop icon, oh how canada has fallen
Identity Attack0.3817989
Insult0.15911613
Profanity0.03239325
Threat0.00780612
Severe Toxicity0.011444092
Moderate 0.3281604 Low Con 0.293 Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
And why is that incompetent Pierre Poilievre is still leading the Conservative Party of Canada when a competent and strong leader is available right there who is actually doing her job and serving Canadian asking …
And why is that incompetent Pierre Poilievre is still leading the Conservative Party of Canada when a competent and strong leader is available right there who is actually doing her job and serving Canadian asking the right questions
Identity Attack0.014249804
Insult0.37960073
Profanity0.018597418
Threat0.0062785195
Severe Toxicity0.004272461
Moderate 0.3281604 Moderate Con 0.374
Sep 29, 2025 IRCC Names India in Study …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick off the hindu nationalidt govt in power). I know some folks, including my neighbour, who immigrated to Canada right after high School — they take services of immigration agents who have contacts with diploma mills there, get a student visa citing enrollment in a sham educational degree, join a minimum wage job and rig the whole process to attain PR & then citizenship — essentially giving low skilled, poorly assimilated labour the citizenship in Canada under guise of skilled or educated immigration. Even as an Indian, the whole situation is insane and astounding to say the least. Hindu Nationalism has spread its roots & conducts marches in Canada within the Indian Hindu areas like they do here in India and people have started performing river aartis as well (communal prayers to worship rivers) — all kinds of pernicious identitarianism is festering there. A ton of Indian immigrants now see Canada merely as a source to better life & resources, but relate to, & are patriotic towards India or assert their rawer religious Sikh or Hindu identity due to lack of any assimilatory pressure & absence of a well defined Canadian identity. Funniest part is Indians, esp Hindus, who vote for hindu nationalists ushering majoritarian policies in India, cheer for persecution of minorities and justify caste system, suddenly co-opt liberalism & decietfully use its talking points to defend their position as a minority in places they migrate to (they do not believe in so, and don't apply the same standards to themselves). If you wish to blame someone, blame the govt of Canada and its elites. At the end of the day, they wanted cheap manual labour, and opened the gates without much consideration.
Identity Attack0.3817989
Insult0.1935001
Profanity0.04141149
Threat0.12536226
Severe Toxicity0.01644827
Moderate 0.32764325 Constructive 0.694 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
tbh if much of the indian diaspora in canada are just indian muslims and indian christians then the canadians would be more happy as even just the indian christians alone are ppl that the native …
tbh if much of the indian diaspora in canada are just indian muslims and indian christians then the canadians would be more happy as even just the indian christians alone are ppl that the native canadians themselves can easily connect with due to canada's long term history as a christian majority country and canada once condemned india for killing sikhs in its own territory and idk how will the native canadians react if much of indian diaspora are the country's minorites such as muslims, christians, sikhs and etc rather than majority hindus and this is already something that kinda exists in canada although much of the indian diaspora unfortunately are just hindus rather than the country's minorities but ofc not telling im from india or not cuz im not willing to reveal what country im from ;-;
Identity Attack0.42615733
Insult0.16195811
Profanity0.072882555
Threat0.08856395
Severe Toxicity0.015996376
Moderate 0.32712606 Moderate Con 0.491 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I think Canada is no place Indian fraud and do corruption and also biasing any more… all Canadian leaders must take responsible for Canadian generation and values
I think Canada is no place Indian fraud and do corruption and also biasing any more… all Canadian leaders must take responsible for Canadian generation and values
Identity Attack0.30256465
Insult0.25800487
Profanity0.02208166
Threat0.0076766624
Severe Toxicity0.0090789795
Moderate 0.32712606 Moderate Con 0.354
Sep 30, 2025 1 likes IRCC Names India in Study …
Canada, a country that does not even have its own native people. It is just Europeans complaining about other immigrants whilst ignoring the Native Americans. Also, most white Canadians here take benefits; therefore, they are …
Canada, a country that does not even have its own native people. It is just Europeans complaining about other immigrants whilst ignoring the Native Americans. Also, most white Canadians here take benefits; therefore, they are not bothered to find a job. Same problem in the UK
Identity Attack0.39677486
Insult0.16195811
Profanity0.020100424
Threat0.006757513
Severe Toxicity0.008087158
Moderate 0.32712606 Moderate Con 0.457
Nov 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
People can say what they want.. but 99% canadians that aren’t activist.. know this is becoming a problem.. and its most unfair to indian canadians and indians that want to make canada their home and …
People can say what they want.. but 99% canadians that aren’t activist.. know this is becoming a problem.. and its most unfair to indian canadians and indians that want to make canada their home and become canadian.. It’s why there is 1000% a massive divide in the mentality.. you can tell indian canadians from those using canada .. and tis really fustrating and its becoming a problem because they are making life for those Canadians to separate themeslves from the leeches and those messing up the area.. You could say the same issues are in the asian diaspora.. but not as much.. so you have to really ask.. why is this being allowed..
Identity Attack0.31307843
Insult0.2817503
Profanity0.072882555
Threat0.008466354
Severe Toxicity0.01159668
Moderate 0.3260917 Constructive 0.616 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I keep saying, there are certain sectors that should be closed to Canadians. I'm talking about white Canadians and possible black Novia Scotians whose family been in Canada since the 1800s. Canada is being destroyed …
I keep saying, there are certain sectors that should be closed to Canadians. I'm talking about white Canadians and possible black Novia Scotians whose family been in Canada since the 1800s. Canada is being destroyed because the culture of immigrants arent being considered. No diversity is not strength, its the coming together, the togetherness thats strength. Stop allow racist to say you are racist to stand up for your country. Canadians have grown weak for sure under liberal governance. This is your home. If Canada doesnt work out, immigrants can always go back to their homeland.
Identity Attack0.36702603
Insult0.24630153
Profanity0.027410502
Threat0.011327368
Severe Toxicity0.010223389
Moderate 0.32557452 Constructive 0.656
Oct 1, 2025 IRCC Names India in Study …
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc …
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc before letting them settle. It is your country do something otherwise this is bad!
Identity Attack0.3758158
Insult0.15982662
Profanity0.02932342
Threat0.0138755
Severe Toxicity0.01159668
Moderate 0.32557452 Moderate Con 0.495 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Canadian immigrant from the late 80's here. This nightmare is all by design. If you want to know Canada's future, look to the UK. It's coming here. Yet Canadians keep voting Liberal!!! What's it going …
Canadian immigrant from the late 80's here. This nightmare is all by design. If you want to know Canada's future, look to the UK. It's coming here. Yet Canadians keep voting Liberal!!! What's it going to take for Canadians to wake tf up?!
Identity Attack0.28034934
Insult0.19500497
Profanity0.25367188
Threat0.009722093
Severe Toxicity0.014188796
Moderate 0.32397532 Constructive 0.528 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try …
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try to be)?! Yeap. The same guy who inspired, who puppeteer True-dow, with the famous "You'll own nothing and you'll be happy..." (or, instead, because they will be happier). The same with who participated in this globalists ideol'Orgies of their goal of NWO, implementing a "Built-Back-Better" towards "the New". And to "Built-Back-Better", you got "to implode an old one". How about never teaching how the economy, encourage abortion clinics, putting in jail people whonsee through and oppose the "easiness of it"; and as we just see, how about encouraging migrants instead of our own population?! WHEN we hear them in parlement with their ethical codes, political correctness, Never you hear about "migrants allegence towards their hosts countries". Now, we're seeing progressive and fast, what's happening when we put God aside. I remember too well what was the globalists goals on their freaking agenda. This is perfect social-engineering, which is a worldwide crime. And those bunches of "not-voted-for, selves-titled-leaders" with no sens in human respect, are total Sociopaths social-engineers"; most of them using "crooked money-landring tools" through citizens taxpayers funds, as Soros does so well with the USA IRS coalition (DISCOVERED LATELY BY THE FBI; as if the didn't know before). Just keep in mind that Carney account for his securities are in foreign countries, not even in Canada, to escape tax income. No wonder most Canadians are starting to become USA citizens. Our own government sold Canada to foreigners. If in one shot, a sudden decision, Canadians were leaving at once Canada,...
Identity Attack0.10221587
Insult0.24928534
Profanity0.12727508
Threat0.13363713
Severe Toxicity0.018836858
Moderate 0.32397532 Constructive 0.507 Unverified_Claim
Aug 30, 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.