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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: "Trump will not stop at …" 20 comments
30000 a day last year Stop the Liberal trying to get votes. Create the Crisis then spend our money on their Company's to fix the problem they created! Elbows up and it is Trumps fault. …
30000 a day last year Stop the Liberal trying to get votes. Create the Crisis then spend our money on their Company's to fix the problem they created! Elbows up and it is Trumps fault. FOOLS!
Identity Attack0.06522302
Insult0.7497506
Profanity0.22105443
Threat0.011560392
Severe Toxicity0.023076924
Moderate 0.6989911 Low Con 0.204 Insult
Dec 23, 2025 1 likes Deportations From Canada at Their …
FORCED removal of democracy to enable one world government under the China model😳😳😳😳. At least trump is trying to stop this crap!
FORCED removal of democracy to enable one world government under the China model😳😳😳😳. At least trump is trying to stop this crap!
Identity Attack0.17303948
Insult0.5543018
Profanity0.5188411
Threat0.027515862
Severe Toxicity0.02449106
Moderate 0.6827122 Low Con 0.158 Insult Unverified_Claim
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked …
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked on marijuana and didn't notice or just couldn't be bothered with stopping them over the last 3 to 4 years? Maybe. But really, the problem was definitely created by that despicable moron Trudeau( who even Trump could say to him in his face when he knelt and begged Trump not to hurt Canada with his tariffs, Trump just say ok if you agree to let Canada be the US's 51 st state!). He must have suffered from a terrible serious attack on his mental faculty and zonked on chanting Hari Krishna simply allowing his goons in charge of immigration to approve to let in that tidal wave of Indians especially in the last 4 years! What to do now? While we hate Trump for what he's doing to Canada on tariffs, Carney should give good thoughts to adopt actions like Trump's ICE GOONS to deport those who entered Canada illegally, and stop extension of visas to the zillions admitted on temporary work visas, and the tens of thousands of students who registered as "student" on student visas in private unregistered/approved institutes in name, but are actually working in various jobs illegally e.g. construction, etc.
Identity Attack0.46028158
Insult0.5739874
Profanity0.26802593
Threat0.01698343
Severe Toxicity0.02420936
Moderate 0.54823303 Constructive 0.584 Insult Unverified_Claim
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
CRIMINALS FROM INDIA ARE ALL OVER THE PLACE AND THESE PEOPLE WILL STOP AT NOTHING WHEN IT COMES TO CRIME . THEY TRIVE ON CRIMINAL ACTIVITY CAUSE THE LAWS PROTECT THEM MORE THAN TRUE CANADIANS …
CRIMINALS FROM INDIA ARE ALL OVER THE PLACE AND THESE PEOPLE WILL STOP AT NOTHING WHEN IT COMES TO CRIME . THEY TRIVE ON CRIMINAL ACTIVITY CAUSE THE LAWS PROTECT THEM MORE THAN TRUE CANADIANS . CANADA HAS BECOME A HAVE FOR CRIMINALS AS TRUMP POINTED OUT ' PROTECT OUR BORDERS AND KEEP THESE DRUG LORDS OUT . TRUMP WAS RIGHT ABOUT THE DRUGS PRODUCED IN CANADA WITH THE PRE CURSERS COMING FROM CHINA . BC IS HOME .
Identity Attack0.5135796
Insult0.5101222
Profanity0.20016506
Threat0.02855184
Severe Toxicity0.035007052
Moderate 0.51980776 Moderate Con 0.415 Identity Attack Insult Unverified_Claim
Oct 1, 2025 2 likes IRCC Names India in Study …
About time! Indians are indeed in all the jobs! My son born here went to a job interview and was disgusted with the entire room filled with Indians unable to speak proper English!!!!! If Carney …
About time! Indians are indeed in all the jobs! My son born here went to a job interview and was disgusted with the entire room filled with Indians unable to speak proper English!!!!! If Carney does not stop them Trump or no trump, i will not vote for him again. As it is the jury is still out on him!!!!!?!! I hate Trudeau and the mess he's made of Canada!!!!!
Identity Attack0.43903774
Insult0.090437785
Profanity0.0030823688
Threat0.0030097065
Severe Toxicity0.000034775607
Moderate 0.44317427 Identity_Assertion
May 31, 2025
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
If Trump does not stop Indians in the USA, Indians will occupy the USA for ever. 😂😂
If Trump does not stop Indians in the USA, Indians will occupy the USA for ever. 😂😂
Identity Attack0.44690517
Insult0.12521741
Profanity0.07740857
Threat0.1319513
Severe Toxicity0.019095084
Moderate 0.36095104 Low Con 0.162 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Not sure why this isn’t country wide. I came to Canada as a legal immigrant 40 years ago worked and paid taxes my whole life. Pains me when I see fake refugee claimants getting free …
Not sure why this isn’t country wide. I came to Canada as a legal immigrant 40 years ago worked and paid taxes my whole life. Pains me when I see fake refugee claimants getting free dental while I pay through the nose. And many such injustices. Many fake refugees claimants say they are gay when they are not claim life threatened at home country but as soon as get documents run home for a visit…lThis government needs to stop making us hardworking folks pay for these abusers cause they want to be so called politically correct. I remember when Trudeau told all the migrants Trump wouldn’t tolerate to come to Canada. What a plonker.
Identity Attack0.37879246
Insult0.25007802
Profanity0.04867618
Threat0.012958534
Severe Toxicity0.010910034
Moderate 0.33338684 Constructive 0.597
Nov 24, 2025 Quebec Ends Economic Immigration Program …
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 …
Thank you for this. As a single mom of 3 kids in their 20’s I am shocked with the seeming hypocrisy in our country right now. Those who have deflect and blame trump for all …
Thank you for this. As a single mom of 3 kids in their 20’s I am shocked with the seeming hypocrisy in our country right now. Those who have deflect and blame trump for all our problems. We need to stop blaming and start paying attention to what really matters - our own citizens who are suffering.
Identity Attack0.012943448
Insult0.27558193
Profanity0.015557245
Threat0.00713294
Severe Toxicity0.0025177002
Low Tox 0.28547668 Constructive 0.713 Personal_Narrative
Feb 17, 2026 52 likes LILLEY UNLEASHED: The fall of …
Canada…Canada..stop..stop..visa,immigration & refugees..all frauds with government..be like’s president TRUMPS..he is absolutely right…otherwise ..we will be next USA..unemployment ,inflation…& more crime…wakes up…they peoples gets undeserved benefits from Canada governments..we know everything..how governments authorities..don’t know this all …
Canada…Canada..stop..stop..visa,immigration & refugees..all frauds with government..be like’s president TRUMPS..he is absolutely right…otherwise ..we will be next USA..unemployment ,inflation…& more crime…wakes up…they peoples gets undeserved benefits from Canada governments..we know everything..how governments authorities..don’t know this all scandals..wondering…some thing big way wrong going on government side’s also…go deeply…once again I repeat..refugees status very big scandals kicks them immediately out of Canada..most of them working..unofficial in cash payments received…& government all benefits & finance enjoying…that’s more burden on governments & tax payers in Canada..wakes up..mercy less..immediately..still not too late..otherwise once in futures Canadian citizens will be refugees…we know at least India…consultants & contacts in Canada..sir..wakes up..wakes up.
Identity Attack0.2127345
Insult0.16817254
Profanity0.02344803
Threat0.010835429
Severe Toxicity0.009651184
Low Tox 0.26859093 Constructive 0.532
Nov 8, 2025 1 likes IRCC Names India in Study …
Listen to Trump. Stop giving away your country. Do not give them Birthright Citizenship.
Listen to Trump. Stop giving away your country. Do not give them Birthright Citizenship.
Identity Attack0.09245483
Insult0.054962315
Profanity0.0127903465
Threat0.011430934
Severe Toxicity0.004425049
Low Tox 0.18174082 Low Con 0.19
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, and neither Ottawa nor Washington knew how to deal with this, other than to mass-import lots of foreigners in order to dilute the Anglo-French divide that was quickly turning toxic. Washington was not going to allow a new country to form on its northern frontier, potentially creating a new geopolitical fault line which could be exploited by the Soviet bloc. Therefore all the stops would be pulled out to rearrange the demographics of the suddenly fragile Canada. 3) This immigration game is just a human trafficking operation. Canada itself has been reduced to a human trafficking operation, originally to counter Quebec separatism, and then later the politicians just plain got addicted to importing new voters, rather than solving the problems of existing voters through good governance. 4) We're all up the creek without a paddle. Neither do I have any solutions to the current mess, nor do the people who made this video have any solutions. It's now like the weather - we can complain about it, but can't change it. Maybe Trump can solve it by breaking up Canada and turning pieces of it into new American states. I know - it's blasphemy - but... 5) *_I too am of Indian heritage,_* and have been a Canadian for over half a century.
Identity Attack0.105836816
Insult0.075868964
Profanity0.024062896
Threat0.009644418
Severe Toxicity0.004119873
Low Tox 0.18079062 Constructive 0.573 Unverified_Claim
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? Not understanding why people say that to them. Folks, the Trudeau/Carney Gov was the problem all along. Trudeau's campaign on bringing 500,000 a year made this a field day for everyone around the world... Furthermore the campaigns they would have in other countries to literally sell the idea for them to apply to become an immigrant in Canada. The libs are 100% responsible for what is happening now... For me to tell an immigrant, the he/she is not wanted here is not relevant... The government sold them the pitch to come here for a better life.... Trudeau allowed other loopholes to happen too.... Migrants through applying to colleges and universities, migrants through the liberal foreign work program and the list goes on. Now we have a problem and everyone sees it.... The question is what do we do as Canadians... I exercised my vote for blue...but we still had a majority of liberal supporters which was not just surprising but it seemed that people think Conservatives are bad people who are racist and want to follow trumps steps... i begged to differ.... I think what many of us are aiming for is a cleaning up of liberal policies... And stop immigration from ALL PLACES. Allow Canada to re-coop, reestablish and redevelop what it always was.
Identity Attack0.10221587
Insult0.06984934
Profanity0.02167175
Threat0.007909686
Severe Toxicity0.0043296814
Low Tox 0.165053 Constructive 0.776
Sep 8, 2025 Why Canadians Are Turning Against …
This is a bigger plan by " elite left " to destory the structure of the country then ,when it is destroyed they can control the population in one swoop ,wake up canada 🇨🇦, trump …
This is a bigger plan by " elite left " to destory the structure of the country then ,when it is destroyed they can control the population in one swoop ,wake up canada 🇨🇦, trump stopped this for america 🇺🇸 and canada there is no one to stop this happening to canada 😢😢😢😢
Identity Attack0.04512853
Insult0.0573046
Profanity0.014156717
Threat0.015947454
Severe Toxicity0.003967285
Low Tox 0.16043124 Moderate Con 0.305 Unverified_Claim
Sep 21, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
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...
Great discussion ! This is a big issue and should be resolved quickly ( it wont) but would be nice to and thank you for not attributing Michelle Ruempel Garner as being Trump like , …
Great discussion ! This is a big issue and should be resolved quickly ( it wont) but would be nice to and thank you for not attributing Michelle Ruempel Garner as being Trump like , we need to stop looking south and start cleaning up our own mess , or someone else is going to do it for us and it wont be pretty.
Identity Attack0.008546505
Insult0.025155678
Profanity0.013849284
Threat0.007417747
Severe Toxicity0.0012588501
Low Tox 0.056758508 Constructive 0.653 Meta_Commentary
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The smashing of Canada has to stop. This open border BS has to come to an end .DEPORTATIONS From 10 years back to now , must , must , take place .Trump is healing his …
The smashing of Canada has to stop. This open border BS has to come to an end .DEPORTATIONS From 10 years back to now , must , must , take place .Trump is healing his land , Canada is destroying its lands with its own hands . India as example is not a poor country ,yet their shipping people over flooding canada to no end . Can Canadaians do the same flooding India , hardly.
Identity Attack0.015817782
Insult0.004627596
Profanity0.0002377164
Threat0.004450154
Severe Toxicity0.0000114144605
Low Tox 0.05491646
Apr 14, 2025
It's the HEGELIAN DIALECTIC....2030 AGENDA of the GLOBALIST. President Trump is stopping it from being implemented in the U.S. Unlike CANADA, where it's being promulgated, encouraged, and financed. I.M.H.O.
It's the HEGELIAN DIALECTIC....2030 AGENDA of the GLOBALIST. President Trump is stopping it from being implemented in the U.S. Unlike CANADA, where it's being promulgated, encouraged, and financed. I.M.H.O.
Identity Attack0.00984143
Insult0.022448512
Profanity0.011219022
Threat0.0062785195
Severe Toxicity0.0012493134
Low Tox 0.044883765 Moderate Con 0.309
Aug 25, 2025 Why Canadians Are Turning Against …
This is what Trump is trying to stop.
This is what Trump is trying to stop.
Identity Attack0.003311308
Insult0.017614283
Profanity0.011697251
Threat0.008026198
Severe Toxicity0.0012397766
Low Tox 0.03828422 Low Con 0.178 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...

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.