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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "It never was about the …" 820 comments · Page 14 of 33
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want …
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want to take responsibility ever for anything that they do and they rely on equally inept voters to keep them in office. As to the subject at hand, Canadians should not be responsible for immigrants or people claiming asylum health costs for anything past their first 6 months here. Going past 6 months indicates that they have yet to gain employment and are living off our backs. Those who are still here after being turned back should be located and sent packing immediately regardless of their present standing. For example, someone came here and was rejected but never left. Today they get picked up and now they claim they have a family here. They should still be removed because if they had left when they were supposed to they wouldn't have that family now would they. Yes, it may appear to be harsh but is it not harsh to use the funds provided by people who have a legal right to be here to support those who never should have been here?
Identity Attack0.11163961
Insult0.35505778
Profanity0.027820412
Threat0.007624879
Severe Toxicity0.005874634
Moderate 0.3302291 Constructive 0.611 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
India is cool settlers are not😆😆😆😆😊 india never attacked natives like settlers did
India is cool settlers are not😆😆😆😆😊 india never attacked natives like settlers did
Identity Attack0.34649673
Insult0.15911613
Profanity0.0864606
Threat0.030969119
Severe Toxicity0.021419114
Moderate 0.32919475 Low Con 0.23 Comparative_Framing
Feb 24, 2026 Inside Canada's Indian Metropolis (Brampton)
Where indigenous Canadians? They never been Europeans . Chicken come to roost
Where indigenous Canadians? They never been Europeans . Chicken come to roost
Identity Attack0.36702603
Insult0.2469859
Profanity0.032142747
Threat0.0076507707
Severe Toxicity0.013866014
Moderate 0.3286776 Low Con 0.169
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Carney put an incompetent in this Immigration role. He wants millions of new immigrants to come to Canada. While they may have lowered student Visas and temporary worker permits, VISITOR PERMITS are probably being given …
Carney put an incompetent in this Immigration role. He wants millions of new immigrants to come to Canada. While they may have lowered student Visas and temporary worker permits, VISITOR PERMITS are probably being given out in the millions …. ONCE these ‘visitors come’ - they are NEVER followed up to ensure they go home. It is these people applying for refugee status or asylum .. in the millions …. Liberals want this uncontrolled immigration - with no checks and balances .. because these are the millions of new votes they are getting. Who can check on VISITOR visas and the numbers coming in and going home? I think this is the gap …????
Identity Attack0.0775651
Insult0.36365277
Profanity0.024677763
Threat0.007832011
Severe Toxicity0.006980896
Moderate 0.3286776 Constructive 0.524 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be …
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be looked at as this creates moles inside the Police and Government positions for these Criminal gangs from India and Pakistan to operate freely here.
Identity Attack0.36942887
Insult0.26196828
Profanity0.026727317
Threat0.011430934
Severe Toxicity0.0119018555
Moderate 0.3281604 Moderate Con 0.38 Fear_Threat
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Never had an issue with Indians until COVID. Now they're openly hated by everyone, especially by other Indians. They don't like this either
Never had an issue with Indians until COVID. Now they're openly hated by everyone, especially by other Indians. They don't like this either
Identity Attack0.3802808
Insult0.1469393
Profanity0.114160895
Threat0.011638066
Severe Toxicity0.017803956
Moderate 0.3281604 Moderate Con 0.445 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
To be honest bad drivers are everywhere and will never change lmao
To be honest bad drivers are everywhere and will never change lmao
Identity Attack0.025404079
Insult0.23237456
Profanity0.10920923
Threat0.00899713
Severe Toxicity0.009918213
Moderate 0.3266089 Low Con 0.297 Humor_Satire
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
Never met a bad indian .. cannot comment on hygiene they always seem clean espeially shikh.. but its the attitude they have never directed hatred towards me just want to make money and dont attack …
Never met a bad indian .. cannot comment on hygiene they always seem clean espeially shikh.. but its the attitude they have never directed hatred towards me just want to make money and dont attack other religions
Identity Attack0.36702603
Insult0.2469859
Profanity0.10301965
Threat0.022335978
Severe Toxicity0.02116089
Moderate 0.3266089 Constructive 0.664 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Now i dont mean to incite violence, but @1:39 this phrase makes a guy do some thinking. Something something, one bad apple to ruin the bunch... Something something, they would have us beheaded in their …
Now i dont mean to incite violence, but @1:39 this phrase makes a guy do some thinking. Something something, one bad apple to ruin the bunch... Something something, they would have us beheaded in their country... Something something, they despise us for not accepting their fake god... I dont mean to say there is a limit the people can take before they start opposing those protests and riots in the streets. but as Somebody who has never had or wanted to have a hateful bone in my body. Why do these cultists spark so much (and it pains me to even say this but) hatred in me.
Identity Attack0.17226285
Insult0.24835461
Profanity0.21781154
Threat0.13178273
Severe Toxicity0.01935331
Moderate 0.3260917 Constructive 0.624 Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Scarborough is a crime ridden cesspool! I gave up a 35 yr career just so I didn't have to deal with the environment. I will never in my lifetime will I go back. I avoid …
Scarborough is a crime ridden cesspool! I gave up a 35 yr career just so I didn't have to deal with the environment. I will never in my lifetime will I go back. I avoid the gta as a whole when I can. It's a shame that our home has gone straight down the drain.
Identity Attack0.024600167
Insult0.33964422
Profanity0.07255927
Threat0.009955117
Severe Toxicity0.008964539
Moderate 0.3260917 Constructive 0.589 Personal_Narrative
Sep 9, 2025 Why Canadians Are Turning Against …
Ive never seen / heard anyone say anything nice about indians or their country....smh
Ive never seen / heard anyone say anything nice about indians or their country....smh
Identity Attack0.3817989
Insult0.086852804
Profanity0.0741757
Threat0.009592636
Severe Toxicity0.016190045
Moderate 0.32557452 Moderate Con 0.407 Identity_Assertion
Oct 26, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Never vote for Indian politicians despite political affiliation.
Never vote for Indian politicians despite political affiliation.
Identity Attack0.3895355
Insult0.0838533
Profanity0.05543986
Threat0.01254427
Severe Toxicity0.01322045
Moderate 0.32557452 Low Con 0.198 Call_To_Action
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Round them all out and deport them home with fines'.. . They should be banned from getting back. Asylum seekers from student permit should be flagged -because its fraud. This should never been considered. Send …
Round them all out and deport them home with fines'.. . They should be banned from getting back. Asylum seekers from student permit should be flagged -because its fraud. This should never been considered. Send them home.
Identity Attack0.23846684
Insult0.18107465
Profanity0.024609445
Threat0.13582869
Severe Toxicity0.013607788
Moderate 0.3245134 Low Con 0.28 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
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 …
They never assimilate. It's horrible.
They never assimilate. It's horrible.
Identity Attack0.029660052
Insult0.23237456
Profanity0.12815644
Threat0.0097738765
Severe Toxicity0.007019043
Moderate 0.32397532 Low Con 0.239
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
When European whites stop extracting wealth & labor from ethnic countries….then the migration will stop! Case closed….yall never cover that part though 🙌🏾
When European whites stop extracting wealth & labor from ethnic countries….then the migration will stop! Case closed….yall never cover that part though 🙌🏾
Identity Attack0.37879246
Insult0.08410009
Profanity0.070942834
Threat0.01238892
Severe Toxicity0.014576134
Moderate 0.32289913 Low Con 0.24 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
My neighbourhood is primarily made of immigrants. I see a lot of elderly people brought to Canada by their adult kids. I see a huge number of single swarthy complexioned looking single males. Males who …
My neighbourhood is primarily made of immigrants. I see a lot of elderly people brought to Canada by their adult kids. I see a huge number of single swarthy complexioned looking single males. Males who sit in malls, stand at streetcorners, wander and sleep in our parks. I no longer feel safe walking my dog. I am told to take my fnnn dog off the road. It's their road. Like he!!. My family came here as immigrants, paid their own way, bought real estate and never ever asked anyone for help. We even had to pay for our own healthcare before the NDP eventually intoduced national healthcare. And don't kid yourself, the refugee you find to get freebees off the Canadian taxpayers are not always poor. They keep their investments in Swiss, German, UK and US banks. Canadians are way too laid back and let this happen.
Identity Attack0.34324843
Insult0.24561718
Profanity0.10240069
Threat0.009955117
Severe Toxicity0.017287504
Moderate 0.32182294 Constructive 0.629 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
They should never receive social assistance
They should never receive social assistance
Identity Attack0.2463217
Insult0.07967083
Profanity0.06596114
Threat0.0475118
Severe Toxicity0.014253352
Moderate 0.32128486 Low Con 0.247
Nov 24, 2024 How much do refugees and …
You can blame the immigrants all you want but never blame the politicians who allowed the fake colleges and allowed them in. Never the bride always the bridesmaid
You can blame the immigrants all you want but never blame the politicians who allowed the fake colleges and allowed them in. Never the bride always the bridesmaid
Identity Attack0.36702603
Insult0.16831873
Profanity0.026044132
Threat0.008531082
Severe Toxicity0.008087158
Moderate 0.32128486 Low Con 0.267 Policy_Critique
Feb 24, 2026 Inside Canada's Indian Invasion...
This mass immigration is deliberate and if you follow global politics you will see this isn’t just happening in Canada. It’s happening in the UK FRANCE GERMANY IRELAND SCOTLAND AUSTRALIA NEW ZEALAND POLAND HUNGARY BRUSSELS …
This mass immigration is deliberate and if you follow global politics you will see this isn’t just happening in Canada. It’s happening in the UK FRANCE GERMANY IRELAND SCOTLAND AUSTRALIA NEW ZEALAND POLAND HUNGARY BRUSSELS SPAIN ITALY PORTUGAL some of the above nations have woken up and have said enough. Both Poland and Hungary have said enough. Now the EU is calling them racists. It’s all Indian or Muslim immigration. They don’t immigrate for a better life it’s to take over and it’s millions of fighting g age men too. Our countries are setting up for award, civil wars. France just issued a memo to hospitals to get ready for military mass casualties that will start within 12 months from now. These globalists have been planning this great reset and new world order for many decades. I stared investigating these wicked globalists over a decade ago now. I have all evidence and receipts saved. How do you implode a nation, crash an economy, make citizens reliant on govt for everything… why bring in millions of immigrants and put their needs first. You can go to any city or town in Canada now. It’s hard to find a Canadian working. In Canada we have foreign workers programs that allows businesses to hire foreigners and the liberal federal govt pays 1/3 of these foreigners salaries. So of course any business like retail or restaurant’s biggest overhead is labour costs so if they can save like $6.00 an hour on every employee why wouldn’t they opt in for that. I also did a very deep dive into the voters in Canada. At least 4.5 million out of the 8.5 million voted the Carney liberals got in April 2025 were immigrant votes. That’s why Carney and liberals pander to the gigantic Muslim population in Canada. Muslims, Chinese, Indians from India, Ukrainians, Filipinos they all pretty much vote liberal. There weee over 100 Muslim groups that told their Muslim community to only vote for candidates that support Gaza Muslims and Palestinians. How is that not election interference. We know the Chinese directly interfere in our elections by threatening Chinese Canadians to vote liberal or their families in China will be harmed or they will be harmed inside Canada. In June Carney said Muslim values are Canadian values. Either this clown has no idea how radical Islam is or he knows and just panders for votes. Liberal cabinet ministers Anita Anand and Melanie Joly they both openly campaigned saying they must support Palestine because they both have large Muslim populations in their respective ridings. Over half of the liberal voter base is foreign now. I started in 2019 telling the federal conservatives look the liberals are importing new liberal voters. The party needs a strategy to win over the immigrant vote. I proposed hiring a team of individuals from the Muslim community, Chinese community etc to brainstorm on how to get their message across that if your an immigrant your best to vote conservative because the liberals don’t care about them they just want their vote. Show them how they may never own a home, how their kids will be worse off than them. That buy bringing in about 2 million more immigrants a year it is causing inflation and the affordability crisis. I believe if you can show these immigrant communities the truth they may consider voting conservative. Bit of the conservatives refuse to pivot we will never see another federal conservative govt in our lifetimes. It’s not racist it’s the truth. We need a foreign registry act to kick out foreign entities that harass bully and threaten immigrants in Canada to bend the knee or else. If we have 100 Islamic groups telling their community it’s yo only vote one way charge them with election interference. We need electoral reform badly in Canada. We need to end all immigration to Canada for at least 5 years maybe even 10. We need to deport those here illegally. No more fake asylum claims. This country can still be saved but we need immigrants on board to help save it. We need to remove broadcasting licenses of mainstream media networks that lie and bash conservatives. That’s deliberate political interference. It’s time we enforce the law. No more hate speech or hate crimes against any community especially the Jews. Deport these ppl back to Gaza if they are here on visas or revoke their citizenship and send them packing. We need ICE in Canada like they have in America. It’s long over due. If we get a hold of our borders and we stop the drugs we would have a new trade deal with Trump tomorrow. Carney doesn’t want that because it’s all he has to fear monger ppl oh bad Trump me Tarzan me good bad orange man. Haven’t you had enough now Canada? Wake up before it’s too late for anyone to save this country.
Identity Attack0.3802808
Insult0.16766082
Profanity0.035900343
Threat0.011586283
Severe Toxicity0.012833111
Moderate 0.32074678 Constructive 0.679 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
A cheater must be cheat in one way or other...you create a program,make its look so attractive and easy to take aways the best doctors,nurses and so on into your first world...you are taking best …
A cheater must be cheat in one way or other...you create a program,make its look so attractive and easy to take aways the best doctors,nurses and so on into your first world...you are taking best of them into your country both their natural resources god take bless them. You too every good they have into your country america/Europe..you make their country look like ghetto and make yours look like paradise right ?so let me ask you this question please...isnt a crime for some living in ghetto later decide to live in paradise?go to India/africa all the best of the country have run to amarica and Europe...our police are corrupt..money made for their citizens to survive they will steal it hide it in western world,buying alot of properties all over the globe... All this issue is what world leaders have to address without that immigration problem will never stop...until today i still believe the law of nature...nobody is illegal
Identity Attack0.1015541
Insult0.27763805
Profanity0.094542764
Threat0.010757755
Severe Toxicity0.010910034
Moderate 0.32074678 Constructive 0.531 Moral_Argument
Feb 15, 2026 Canada's tighter immigration policy divides …
Brampton is a sad case of how a once bustling city became a dumpster that never gets cleaned out.
Brampton is a sad case of how a once bustling city became a dumpster that never gets cleaned out.
Identity Attack0.019575719
Insult0.3416952
Profanity0.027820412
Threat0.00814271
Severe Toxicity0.005493164
Moderate 0.32074678 Moderate Con 0.307
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Come to Baltic States and witness the new Indian invasion here - all arrive with student visas and never leave.
Come to Baltic States and witness the new Indian invasion here - all arrive with student visas and never leave.
Identity Attack0.3817989
Insult0.1087965
Profanity0.051431753
Threat0.01698343
Severe Toxicity0.015415368
Moderate 0.32020867 Low Con 0.146 Fear_Threat
Feb 28, 2026 4 likes Inside Canada's Indian Invasion...
You obviously have never read the United Nations Document - The Replacement. We are paying for hotels, food, housing and a percentage of their paycheque through our taxes, Federal, Provincial and Municipal. Canadians cannot find …
You obviously have never read the United Nations Document - The Replacement. We are paying for hotels, food, housing and a percentage of their paycheque through our taxes, Federal, Provincial and Municipal. Canadians cannot find jobs because they hire the illegals. I will not call them immigrants. Immigrants came here legally. Illegals have been flying in claiming asylum, still crossing our borders and given special treatment. WE ARE MAD AT THE IMMIGRANTS - THEY KNOW THEY HAVE IT MADE
Identity Attack0.34649673
Insult0.18852992
Profanity0.01893901
Threat0.008764107
Severe Toxicity0.011749268
Moderate 0.31963667 Constructive 0.594 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them …
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them either make india better or live here there is no need to move out HIndus are already started birthcontrols being aware is just all we need thats it i think whites or native people are right because no one likes sudden changes !! I am also capable of moving out but i will not i think i can do something better here i can make my community better . Indians also have this some kind of invisible competetion between there extended fam. or neighbourhood which is the one of the shittiest reason of indian leaving india they think washing dishes is better then a business or farmer here . I know we have multiple problems but leaving them would not give any solution to them ,we are actually growing it takes time to be like any europian country but im sure we should not have to like them we can be better in our own we are not in a race of living better all we have to do is making our living standards better Rule No 1 Never make more than 2 children Dont do something uncivilied thing in front of them We are really good in cleaning our houses but focus on streets too( ofc this is not for all many of us are actually doing this) Dont give shit about politics too much your control should be in your hands Practice religion very well , Dont cutt off from roots Dont beileve in pathetic rituals Rivers are water sources respecting them means keep them clean as possible thats all Work on esthetics of your streets try to make your house lil similar to all and dont think of job either you can make jobs THATS ALL. In this case like if we say we dont want to tolerate illegal bangladeshis same as they NO nation wants too much people from a particular country it obviously feels like invaded Anyhow To all white people reading this May be you can found us problematic in some way but most indian are really sweet and kind by heart .
Identity Attack0.36702603
Insult0.24493282
Profanity0.092279755
Threat0.010472948
Severe Toxicity0.014447021
Moderate 0.31963667 Constructive 0.707
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.