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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: "He is a WOKE ( …" 81 comments · Page 2 of 4
Established systems honed with years of experience and court decisions are very vulnerable to moronic politicians like Justin Trudeau. The liberals wanted to import more voters who would be so grateful for the opportunity to …
Established systems honed with years of experience and court decisions are very vulnerable to moronic politicians like Justin Trudeau. The liberals wanted to import more voters who would be so grateful for the opportunity to come to Canada they would vote liberal. The liberals wanted to promote their woke, “save the planet” doctrine no matter what the consequences. That way Justin, the self-righteous airhead, could deliver his famous word salad speeches telling people how magnanimous he was opening our doors to every creep, loser, terrorist, thief and freeloader other countries were trying to get rid of. They came by the thousands. We’ll never be rid of them.
Identity Attack0.07012023
Insult0.54471385
Profanity0.2395431
Threat0.009230154
Severe Toxicity0.020515325
Moderate 0.47772613 Moderate Con 0.374 Insult Policy_Critique
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
So sad to see that lady crying at 6:40. Two reasons: Liberal voting and feminsm. 1) You kept voting against your own interests and started to look at culture and history through woke lenses. Raising …
So sad to see that lady crying at 6:40. Two reasons: Liberal voting and feminsm. 1) You kept voting against your own interests and started to look at culture and history through woke lenses. Raising taxes and then paying immigrants to live here. Seriously? 2) You taught your daughters to distrust men and look at babies as a burden that would hold them back. Most of your daughters consider babies to be parasites. They celebrate ending them. In Canada, even CATHOLICS support abortion!
Identity Attack0.44690517
Insult0.48313886
Profanity0.09001675
Threat0.013269233
Severe Toxicity0.021419114
Moderate 0.46982017 Constructive 0.523 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Tyler, I am dual-citizen of both the U.S. and Canada, You need to, or should come up and do more Canadian content, it would blow up so fast, You would be covering what our mainstream …
Tyler, I am dual-citizen of both the U.S. and Canada, You need to, or should come up and do more Canadian content, it would blow up so fast, You would be covering what our mainstream news, refuses to cover because they are woke trash. In the U.S., it is Hispanics who are the dominant group, in Canada, it is Indians, We have a lot going on up here.
Identity Attack0.46028158
Insult0.46327567
Profanity0.1110661
Threat0.008039144
Severe Toxicity0.01986976
Moderate 0.44002727 Constructive 0.676 Call_To_Action
Mar 3, 2026 Inside Canada's Indian Invasion...
the WOKE and DIA agenda. Its like a cancer.
the WOKE and DIA agenda. Its like a cancer.
Identity Attack0.053399716
Insult0.4339631
Profanity0.1352073
Threat0.011405042
Severe Toxicity0.016125489
Moderate 0.43720075 Low Con 0.159 Identity_Assertion
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
I discussed this with chat gpt and his predictions for the coming years are a nightmare to say the least. I was not racist but I am now. Thanks to the liberals, the woke roaches …
I discussed this with chat gpt and his predictions for the coming years are a nightmare to say the least. I was not racist but I am now. Thanks to the liberals, the woke roaches and the elbows up boomers.
Identity Attack0.28034934
Insult0.4718924
Profanity0.11663672
Threat0.0113014765
Severe Toxicity0.017739398
Moderate 0.4269174 Moderate Con 0.443
Aug 25, 2025 Why Canadians Are Turning Against …
Yea too many immigrants in Canada, and having woke city councilors in Guelph who obsess over race and gender don't help, we had five south asians rob a store in Guelph, crickets from all three …
Yea too many immigrants in Canada, and having woke city councilors in Guelph who obsess over race and gender don't help, we had five south asians rob a store in Guelph, crickets from all three levels especially that they pepper sprayed someone, if it was a group of white people doing that I bet they would be out of the woodwork denouncing it. Why can't Canada bring in Europeans, Americans, Japanese, people from Taiwan and Central and South Americans, we essentially get f---ed over and get the leftovers
Identity Attack0.45610145
Insult0.38852
Profanity0.35094926
Threat0.03787563
Severe Toxicity0.02406851
Moderate 0.4269174 Constructive 0.619
Aug 25, 2025 Why Canadians Are Turning Against …
We normal, sane, reasonable Canadian-born and bred citizens have become so "whipped" in the last 10 years under this tyranny called the LIBERAL PARTY OF CANADA, and their woke ideology. Im 60y.o., and have been …
We normal, sane, reasonable Canadian-born and bred citizens have become so "whipped" in the last 10 years under this tyranny called the LIBERAL PARTY OF CANADA, and their woke ideology. Im 60y.o., and have been screaming from the hilltops for ten years about out country being over run and dominated by Indians, and Muslims. ENOUGH !! FFSAKES, I'M NEARING THE POINT OF NO RETURN. IF THESE LIBERALS WIN THE NEXT ELECTION, IT WILL BE A CALL TO ACTION FOR ME. I WILL DO SOMETHING THAT OTHERWISE, I WOULDN'T EVEN CONTEMPLATE. MY ACT WILL BE HEARD AROUND THE WORLD, AND HOPEFULLY IT WILL CAUSE OTHERS TO AT LEAST ENACT CHANGE, AND TAKE CANADA BACK FROM THESE EVIL, SAVAGES THAT ARE OVERRUNNING HER. I'LL BE GIVING MY LIFE FOR MY BELIEFS, AND FOR MY LOVE OF GOD AND COUNTRY! GOD HELP ME, FORGIVE ME, AND GOD BLESS CANADA AND PIERRE POLIEVRE. HE IS MY, AND CANADA'S ONLY HOPE OF RESCUE. THE MUSLIM AND INDIAN TAKEOVER WILL END, OR I WILL!!
Identity Attack0.44690517
Insult0.40243408
Profanity0.09992486
Threat0.0287245
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.487
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Y'on pas vraiment le Choix, ils ont mis l'économie tellement dans la Merde avec ces Programmes, et, en Plus, la Population en Voulait MÊME pas Sinon les WOKEs et la Gang de PERDU....MAIS le MAL …
Y'on pas vraiment le Choix, ils ont mis l'économie tellement dans la Merde avec ces Programmes, et, en Plus, la Population en Voulait MÊME pas Sinon les WOKEs et la Gang de PERDU....MAIS le MAL EST FAIT...
Identity Attack0.09576365
Insult0.47273466
Profanity0.54024357
Threat0.008634649
Severe Toxicity0.16960317
Moderate 0.41690505 Low Con 0.232
Nov 23, 2025 Quebec Ends Economic Immigration Program …
When we saw the two tiered justice system we rang the alarm...we were called racist...now the culprits in government are emboldened and its spreading. DO NOT BACK OFF IF SOME MARXIST & WOKE LIBERAL CALLS …
When we saw the two tiered justice system we rang the alarm...we were called racist...now the culprits in government are emboldened and its spreading. DO NOT BACK OFF IF SOME MARXIST & WOKE LIBERAL CALLS YOU RACIST ... Get even.
Identity Attack0.2831485
Insult0.41767508
Profanity0.05393682
Threat0.011456826
Severe Toxicity0.01573815
Moderate 0.4014846 Moderate Con 0.399 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
UK, Canada, Australia, New Zealand and Sweden. Has been sold out by it's woke women and softy men. Remember it only took 100 years of women to vote for the greatest civilizations to collapse. Remember …
UK, Canada, Australia, New Zealand and Sweden. Has been sold out by it's woke women and softy men. Remember it only took 100 years of women to vote for the greatest civilizations to collapse. Remember this white people this coming from a brown dude.
Identity Attack0.48915586
Insult0.26957804
Profanity0.077731855
Threat0.012647836
Severe Toxicity0.019611536
Moderate 0.4013387 Moderate Con 0.34
Jan 27, 2026 Inside Canada's Indian Invasion...
Einstein once said " Whoever broke the system, Cannot fix the Problem" Big political changes need to be made. Problem is to many Woke Liberals voting in the same Political parties who have no Balls …
Einstein once said " Whoever broke the system, Cannot fix the Problem" Big political changes need to be made. Problem is to many Woke Liberals voting in the same Political parties who have no Balls to change immigration immediately. Yes Women and Metro Sexual Men Im talking about you. Not all but enough to Sway Election.
Identity Attack0.12556632
Insult0.29855028
Profanity0.27747265
Threat0.01119791
Severe Toxicity0.017029278
Moderate 0.39644176 Moderate Con 0.448
Aug 31, 2025 How Canada broke its immigration …
All the liberal parties in the west just found out that they screwed up so bad while filled with corruption and over budgeted so they made up this evil plan that bring immigrants to support …
All the liberal parties in the west just found out that they screwed up so bad while filled with corruption and over budgeted so they made up this evil plan that bring immigrants to support them to stay alive. While tried to beautify it with dei and woke culture, driving the young ppl with brainwashed idea like the Russian’ Chinese and Iranian. if we can’t stop it, it will end up like them.
Identity Attack0.34649673
Insult0.37052566
Profanity0.24910301
Threat0.011586283
Severe Toxicity0.019095084
Moderate 0.37795907 Low Con 0.276 Unverified_Claim
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
Canadians have always been racist however recently with the anti-woke backlash, more and more have become comfortable about posting their racist beliefs online. This increased exponentially once Elon bought twitter and gave users free reign …
Canadians have always been racist however recently with the anti-woke backlash, more and more have become comfortable about posting their racist beliefs online. This increased exponentially once Elon bought twitter and gave users free reign to post whatever they want. However, on a positive note, I have been able to filter out my racist friends much easier simply after seeing their facebook/X posts.
Identity Attack0.38238457
Insult0.31740165
Profanity0.035649836
Threat0.007586042
Severe Toxicity0.012359619
Moderate 0.37751234 Constructive 0.582 Identity_Assertion
Nov 2, 2025 1 likes Why Canadians Are Turning Against …
HA!!! I STARTED A JOB IN WHITE ROCK BC. DOING GROCERY DELIVERY FOR THRIFTY FOODS, THE FIRST DAY ON THE JOB I HURT MY BACK ON THE L4-L5 VERTEBRAE, THE PAIN WAS SO HORRIBLE THAT …
HA!!! I STARTED A JOB IN WHITE ROCK BC. DOING GROCERY DELIVERY FOR THRIFTY FOODS, THE FIRST DAY ON THE JOB I HURT MY BACK ON THE L4-L5 VERTEBRAE, THE PAIN WAS SO HORRIBLE THAT IT RENDERED ME UNABLE TO WALK, I TRIED TO GET AN APPOINTMENT AT THE JIMMY PATTISON PAIN CLINIC AND THEY TOLD ME I HAD TO WAIT 8 MONTHS, MY PAIN WAS SO HORRIBLE, I COULDN'T EVEN WALK TO THE BATHROOM WITHOUT SCREAMING FROM THE PAIN... THE MEDICAL SYSTEM IN BC IS SO F'N BROKEN ITS NOT EVEN FUNNY!!! SO MANY OF OUR DOCTORS AND NURSES HAVE MOVED TO THE STATES BECAUSE OUR GOVERNMENT IS TOO F'N CHEAP TO PAY FOR GOOD QUALITY CANADIAN CARE WHAT THE HELL IS THIS COUNTRY COMING TO???? WE NEED TO GET RID OF THIS MONEY DRAINING WOKE LIBERAL GOVERNMENT!!! THEY'VE RUINED CANADA SO MUCH WITH HOW THEY OVER POPULATED OUR GREAT COUNTRY WITH IMMIGRANTS WHO DO NOT WANT TO ADAPT TO OUR CANADIAN CULTURE, INSTEAD THEY COME HERE AND EXPECT US CANADIANS TO ADAPT TO THEIR WAY OF LIFE!!! THATS NOT HOW IT WORKS!!! THOSE IMMIGRANTS WHO DO NOT WANT TO ADAPT TO THE CANADIAN WAY OF LIFE ALL NEED TO EITHER PRACTICE YOUR WAY OF LIFE IN YOUR OWN HOME OR GO BACK TO YOUR OWN COUNTRY WHERE YOU CAME FROM... IF I WERE TO VISIT YOUR COUNTRY, I'D HAVE NOTHING BUT MY UTMOST RESPECT FOR YOUR WAYS AND YOUR CULTURE... DON'T COME TO MY COUNTRY AND TRY TO CONVERT ME TO YOUR MUSLIM WAY OF LIFE... I AM A CANADIAN AND I AM A FIRST NATIONS NATIVE AMERICAN... I SAY AMERICAN BECAUSE WHEN YOU LOOK AT A MAP, CANADA IS A PART OF THE NORTH AMERICAN CONTINENT AND MY DESCENDANTS WERE HERE FIRST... BE RESPECTFUL WHEREVER YOU ARE. ❤
Identity Attack0.04280826
Insult0.26957804
Profanity0.29053202
Threat0.012854968
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.533 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
Why is it so difficult to have reasonable conversations about this? Most of this video is completely true — but so many comments show love to that bike guy who was factually incorrect and pointlessly …
Why is it so difficult to have reasonable conversations about this? Most of this video is completely true — but so many comments show love to that bike guy who was factually incorrect and pointlessly racist. But on the other hand, so many woke types don’t even want to admit the problem. They also don’t want to talk about how the government is complicit. Every nation has a right to define itself, and how much immigration it wants, and how that immigration happens. It is beyond ridiculous to not speak the primary language of the country you emigrate to. But why say weird shit like indians eat shit?? Or that 1.5 billion people are all the same? The rationale behind early immigration was to be very tough and selective about who enters and lives here. They welcomed students because it brought in a lot of revenue so that’s a win-win, but to LIVE they had to prove they were an asset to the community. Now the whole thing is manipulated. You don’t have proper vetting for the students because of fake colleges that just want to make money. You don’t have proper limits on immigration and criteria for jobs/skills because companies want to make money. Politicians just do whatever strategy gets votes. But for some reason people either only get woke about the positives of Indian immigrants or only negative, sometimes racist about them. It’s fair to acknowledge that rampant, unchecked immigration ruins the culture. Like Indian driving culture is fucking terrible. You don’t want to bring that shit over. You can also acknowledge that early immigrants and their kids are often completely American/Canadian, from their native language, accents, education, references etc. And that Indians are generally a low-crime, high-employment, high-tax-paying immigrant group. And we ALSO acknowledge that that’s changing because of the type/number of people coming in, and the financial and political incentives which support it. It causes valid resentment. These fucking human smuggling rings are real af. Wokies don’t ever talk about it. But I wish we could have this conversation without the racism.
Identity Attack0.10221587
Insult0.40243408
Profanity0.10240069
Threat0.008764107
Severe Toxicity0.010681152
Moderate 0.37751234 Constructive 0.746 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
They want make Canada to India...😂😂these people are not want to integrate ..they want dominate..but its Canadas fault,to let this happends......wokeness crazyness..same you see in the UK..🤔🇨🇦🇬🇧
They want make Canada to India...😂😂these people are not want to integrate ..they want dominate..but its Canadas fault,to let this happends......wokeness crazyness..same you see in the UK..🤔🇨🇦🇬🇧
Identity Attack0.2839175
Insult0.38406035
Profanity0.038154904
Threat0.009126588
Severe Toxicity0.012054443
Moderate 0.37751234 Low Con 0.215
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is joke lol. Woke up one day to a bad dream
Canada is joke lol. Woke up one day to a bad dream
Identity Attack0.2964622
Insult0.3406697
Profanity0.06145202
Threat0.010188141
Severe Toxicity0.0126394415
Moderate 0.3625127 Moderate Con 0.314 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
immigrats must be controled. most indians are illigal immigrants. mis using the human rights. there freedon must be limited. specil religes actvities. india is not one country. many countrues together become india. some stae people …
immigrats must be controled. most indians are illigal immigrants. mis using the human rights. there freedon must be limited. specil religes actvities. india is not one country. many countrues together become india. some stae people specily priminister modies peple , kujarsthis and seeiks occuping canads. they unite and not allow others the canadians work in work places. toudo cany governmet allow illigal immigrants to canada. sponsoring snd student visa must be controled or stopped. Canada paying pension for sponsred old parents. this is tax payers mony. must be limited. csnadian woked people loosing their benifits.
Identity Attack0.44690517
Insult0.2469859
Profanity0.030890211
Threat0.013528148
Severe Toxicity0.016383713
Moderate 0.36095104 Constructive 0.511
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
We're too nice and too woke so we're being pushed out and walked all over. I'm ashamed to be Canadian lately and it's sad. I've lived in Brampton since 1985 and seeing how much crime …
We're too nice and too woke so we're being pushed out and walked all over. I'm ashamed to be Canadian lately and it's sad. I've lived in Brampton since 1985 and seeing how much crime there is now and how I'm the minority now as a white single male is crazy. Brampton has changed so much it's so sad. 😢
Identity Attack0.36702603
Insult0.2659317
Profanity0.057443913
Threat0.008686432
Severe Toxicity0.010299683
Moderate 0.3389984 Constructive 0.671
Sep 1, 2025 40 likes Why Canadians Are Turning Against …
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. …
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. Generations of true Canadians worked, struggled, settled, overcame even died just to hand the country over to heterogeneous minorities with nothing in common with nor loyalty to Canada or its people. All so the liberals could steal power and turn Canada in to a 1 party nation. Disgusting…
Identity Attack0.35624164
Insult0.27558193
Profanity0.09551262
Threat0.0130621
Severe Toxicity0.015157142
Moderate 0.3389984 Moderate Con 0.377 Unverified_Claim
Jan 2, 2026 IRCC Names India in Study …
The Liberals and their woke ideology are ruining Canada. Canada's aging population means we need immigration, but not when things like housing, jobs, and healthcare etc are already beyond maxed out. They've been bringing in …
The Liberals and their woke ideology are ruining Canada. Canada's aging population means we need immigration, but not when things like housing, jobs, and healthcare etc are already beyond maxed out. They've been bringing in too many 'refugees'-unvetted and likely a large portion of which may not actually be refugees, and then there's the ridiculously high number of 'temporary foreign workers' - the majority of these are people with values, hygiene and morals that are not acceptable or cohesive in our country. Unfortunately many are muslim and have beliefs in sharia law which dates back to the 1400's and is primitive and contrary to our Western values and morals. I am hoping Canada is not too far gone to save (although I have my doubts).
Identity Attack0.18705739
Insult0.3388922
Profanity0.051181246
Threat0.008531082
Severe Toxicity0.008201599
Moderate 0.32289913 Constructive 0.572
Aug 25, 2025 Why Canadians Are Turning Against …
Sure, but is Canada accepting all those so called asylum seekers from the US who are trying to escape Trump’s dragnet? Trudeau threw open our borders with his globalist and woke agenda and screwed the …
Sure, but is Canada accepting all those so called asylum seekers from the US who are trying to escape Trump’s dragnet? Trudeau threw open our borders with his globalist and woke agenda and screwed the immigration system
Identity Attack0.10221587
Insult0.24928534
Profanity0.19278693
Threat0.009799767
Severe Toxicity0.010070801
Moderate 0.3057765 Moderate Con 0.337
Dec 24, 2025 12 likes Deportations From Canada at Their …
Simple answer - Liberals and bleeding heart woke liberal voters destroyed this once great nation that I used to be proud to live in.
Simple answer - Liberals and bleeding heart woke liberal voters destroyed this once great nation that I used to be proud to live in.
Identity Attack0.12556632
Insult0.24928534
Profanity0.024677763
Threat0.0130621
Severe Toxicity0.0073242188
Moderate 0.30502358 Moderate Con 0.336 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Woke women everywhere. No wonder Canada is falling apart
Woke women everywhere. No wonder Canada is falling apart
Identity Attack0.293411
Insult0.16195811
Profanity0.03615085
Threat0.010913103
Severe Toxicity0.009002686
Moderate 0.30319387 Low Con 0.194 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
Is it the same Kenny who ran brutal fascist dictatorship in Alberta during "pandemia"? Strange to hear such none-woke speeches
Is it the same Kenny who ran brutal fascist dictatorship in Alberta during "pandemia"? Strange to hear such none-woke speeches
Identity Attack0.059311368
Insult0.25998658
Profanity0.020373698
Threat0.00951496
Severe Toxicity0.0061035156
Low Tox 0.295883 Low Con 0.257 Policy_Critique
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …

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.