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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: "You should come to the …" 1,829 comments · Page 15 of 74
I love how you have all these hit pieces, I’m from Canada and we don’t give a shit if people come from other countries and wanna live here, part of our culture is acceptance. And …
I love how you have all these hit pieces, I’m from Canada and we don’t give a shit if people come from other countries and wanna live here, part of our culture is acceptance. And I don’t think America’s considered the greatest country on earth anymore, especially with current administration.
Identity Attack0.14233272
Insult0.27763805
Profanity0.4596479
Threat0.00933372
Severe Toxicity0.023076924
Moderate 0.4394682 Constructive 0.593 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
I am so so surprized with the comments coming from an assumed Christian White man in work jacket and a beautiful bike to ride on, against muslims and African immigrants!!! He has no idea what …
I am so so surprized with the comments coming from an assumed Christian White man in work jacket and a beautiful bike to ride on, against muslims and African immigrants!!! He has no idea what Jesus has told his people and all Christians to follow? Ohhh...my godness...God forgive this man...cleanse heart from hate, and open his eyes!!! Pooofh...
Identity Attack0.48949075
Insult0.35161978
Profanity0.114160895
Threat0.012803185
Severe Toxicity0.023076924
Moderate 0.4394682 Moderate Con 0.479 Moral_Argument
Feb 6, 2026 Inside Canada's Indian Invasion...
They all say we are the same. They are on their best behaviour while on camera: of course they would be. But so many shit on beaches and even peoples lawns. Some of them might …
They all say we are the same. They are on their best behaviour while on camera: of course they would be. But so many shit on beaches and even peoples lawns. Some of them might be great but a large majority are not. The food banks are empty. They are coming and receiving money and care that our own citizens cant get. Its just too much. Maybe some are amazing but its just too much
Identity Attack0.031464707
Insult0.34101152
Profanity0.4756165
Threat0.0086087575
Severe Toxicity0.022193791
Moderate 0.4394682 Constructive 0.573
Dec 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We are all immigrants who came worked our butts off all shifts! Graveyard and even on Christmas Day and now people come here and demanded to get our tax money which we have contributed to …
We are all immigrants who came worked our butts off all shifts! Graveyard and even on Christmas Day and now people come here and demanded to get our tax money which we have contributed to the economy! I am also so fed up with ALL these people just coming in. My heart goes out to you girl, I am speechless!
Identity Attack0.36702603
Insult0.36798462
Profanity0.36752504
Threat0.010654188
Severe Toxicity0.023076924
Moderate 0.43720075 Constructive 0.701
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
White imperialists were fine to go to other countries, subjugate them, bleed them dry for hundreds of years, conduct genocide, but of course, they can't tolerate people coming into the countries they are in now.
White imperialists were fine to go to other countries, subjugate them, bleed them dry for hundreds of years, conduct genocide, but of course, they can't tolerate people coming into the countries they are in now.
Identity Attack0.48990932
Insult0.25205973
Profanity0.15985115
Threat0.34804323
Severe Toxicity0.026936848
Moderate 0.43720075 Low Con 0.27 Moral_Argument
Feb 11, 2026 3 likes Inside Canada's Indian Invasion...
🚩🚫🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩 🌙 1. **Ras Leela with married women** Bhagavata Purana 10.33.27 Krishna danced with married Gopis in the forest at night. Even though they left their husbands, the scripture says: Whatever Krishna does is pure, …
🚩🚫🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩 🌙 1. **Ras Leela with married women** Bhagavata Purana 10.33.27 Krishna danced with married Gopis in the forest at night. Even though they left their husbands, the scripture says: Whatever Krishna does is pure, even if He plays with others’ wives. 🛑 Normalizes adultery under divine excuse. 🩲 2. **Stealing clothes and watching girls naked** Bhagavata Purana 10.22.1 to 10.22.28 Krishna hides the clothes of young bathing girls, climbs a tree, and watches them come out of the river **naked with hands raised**. He says it’s a test of their devotion. 😳 Highly inappropriate by any ethical standard. 💍 3. **Sex with 16,000 women** Bhagavata Purana 10.59.42 After killing Narakasura, Krishna takes 16,000 captive women as wives. He is said to live with them all by creating multiple forms of himself. ⚠️ Glorifies mass polygamy and male domination. 🧈 4. **Stealing butter and lying about it** Bhagavata Purana 10.8 to 10.11 Krishna frequently steals butter from villagers and breaks their pots. Even when caught, he lies and charms his way out. 😂 Presented as playful, but glorifies theft and dishonesty. 🔪 5. **Killing Ekalavya, a tribal archer** Mahabharata, Adi Parva and Bhagavata Purana 10.52.31 Ekalavya, a low-caste boy, learns archery on his own. Drona cuts off his thumb. Later Krishna kills him, calling him unrighteous. 🚫 Reinforces caste violence against talented lower-caste individuals. 📿 6. **Supports caste system in Gita** Bhagavad Gita 4.13 Krishna says: I created the four varnas (castes) based on qualities and actions. Although interpreted philosophically, this verse was used for centuries to enforce caste discrimination. 📛 Justifies systemic social inequality. 🗣️ 7. **Killing Shishupala for verbal insults** Mahabharata, Sabha Parva During a royal ceremony, Shishupala mocks Krishna. Krishna responds by using his chakra to **behead him publicly**. 🧠 Kills someone for speech — raises moral concerns. #rama Unethical, Weird ❌🚩🚩🚩🚩👺🚩🚩❤🚩🚩🚩🚩🚩🚩🚩 Acts of Rama in Ramayana These are all from mainstream Valmiki Ramayana or well-known regional versions. 1. 💔 Banishing Sita While Pregnant — Based on Gossip Rama sends Sita to the forest alone while she is pregnant, based on a washerman’s comment about her “purity.” 🕉️ Uttara Kanda, Valmiki Ramayana “A ruler must be free from blame. I banish you to uphold my people’s trust.” Comment: Seriously? Gossip over your wife? This is not ideal leadership or love — it’s cruel and cowardly. 2. ⚔️ Killing Shambuka the Shudra for Doing Tapas Rama beheads a Shudra ascetic just because he was doing penance in the forest, which “violated dharma.” 🕉️ Uttara Kanda, Ramayana “By performing penance, the Shudra threatens the cosmic order. He must die.” Comment: Casteist horror. What kind of god kills someone for meditating? 3. 🐒 Making Monkeys Fight His War Instead of asking help from humans, Rama uses an army of monkeys (Vanaras) — like Hanuman, Sugreeva, etc. 🔹 Comment: Literal monkey business. Why use animals for war instead of diplomacy? Slaying Vali Unfairly from Behind a Tree Rama hides and shoots Vali from behind while he's fighting someone else (Sugreeva). 🕉️ Kishkindha Kanda “A king can kill from hiding when dharma is at stake.” 🔹 Comment: That’s just sneaky and cowardly, not heroic. 🔥 Asking Sita to Do Agni Pariksha (Fire Test) After rescuing her from Ravana, Rama demands she walk through fire to prove her purity. 🕉️ Yuddha Kanda, Valmiki Ramayana “I rescued you for honor, not for love. Prove your chastity.” 🔹 Comment: Toxic masculinity. Instead of comforting her, he humiliates her. Never Defending Sita Against Critics He allows society to question Sita again and again, never confronting the toxic moral policing. 🔹 Comment: Doesn’t defend his wife. Silent when he should speak. 7. 🪦 Abandoning His Children in Forest His twin sons, Lava and Kusha, are born and raised without knowing who their father is. 🔹 Comment: A father who abandons family, then fights his own sons without knowing. Blind Obedience to Dharma, No Compassion Rama is shown as a king who follows “Rajdharma” even when it destroys his personal life. 🔹 Comment: Robot-like morality — no real humanity or emotion. ❓🤔 So… Why the “Jai Shri Ram” Hype? Originally a devotional phrase, “Jai Shri Ram” has now become: 🚩 1. Political Slogan (Not JustReligious) Widely used by Hindutva groups (like RSS, Bajrang Dal, etc.) Chanted during hate crimes, riots, and lynchings Used to assert Hindu supremacy, not peace or devotion Brainwashed Symbolism Kids in schools, people on streets forced to chant it Becomes reflex rather than real devotion 🔊 3. Used in Intimidation Many victims of hate attacks in India were forced to chant “Jai Shri Ram” before being beaten or killed. 🔹 Example: Tabrez (Jharkhand), 2019 🔹 Example: Delhi Riots, 2020 Fake Masculinity & Heroism Rama is projected as “Hindu warrior king” — even though real Ramayana presents him as soft, conflicted, and Fake Masculinity & Heroism Rama is projected as “Hindu warrior king” — even though real Ramayana presents him as soft, conflicted, and emotional The aggressive macho image is fake propaganda
Identity Attack0.43256098
Insult0.36798462
Profanity0.33453682
Threat0.13815513
Severe Toxicity0.34927294
Moderate 0.43720075 Constructive 0.558 Advertisement_Spam
Oct 2, 2025 1 likes IRCC Names India in Study …
well.. Montreal is in the province of Quebec which is the black sheep of the country... we call it Quebexico!! the governement don't care because we are run by the crrupted liberals and have Mark …
well.. Montreal is in the province of Quebec which is the black sheep of the country... we call it Quebexico!! the governement don't care because we are run by the crrupted liberals and have Mark Carney as the prime minister... Trump please come take Canada we welcome you!
Identity Attack0.37730414
Insult0.46625584
Profanity0.06495911
Threat0.009023022
Severe Toxicity0.017416617
Moderate 0.43230394 Moderate Con 0.434
Jan 27, 2026 Inside Canada's Indian Invasion...
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our movies, award shows, Olympic shows, they se xualize children and trans is another way to castrate to end goal of legalizing pe do phelia. Demonize Christianity as our God is the only one they fear. Take total control of everything in our lives until we give up. The government gave us maid, the bioweapon needle of which Trudeau owns a patent. The immigrants don’t care as government funds them with tax payer dollars yearly (from an immigrant $82 000. Per yr) I worked for 30 yrs and never made that amount. So bankrupting our pension funds because pretty sure that was done decades ago purposefully. Immigrants get way more than a persons pension which is no longer enough to live on and if you get sick you can opt out of life. Globalists are a death cult. You can see it in the decline destruction of so many countries, how they go after children, the men and women born to their countries, how they cause division, how they laugh in our faces. So immigrants if you think that you have it made don’t be surprised when they come for you. Trump is the only leader who is taking these people out. He has people behind him protecting him. He has been in a war with the globalists since he was first elected president. Before Trump there were people fighting against the plans of these elites. They feed on fear, hopelessness, anger, despair, so do not let them put you in that low vibration. Be hopeful, loving, joyful, peaceful, show strength protest the government, the judiciary look into common law as opposed to maritime law. We have been lied to about history, medicine, natural medicine they demonized, religion, education, etc Think critically, and pray get close to God.
Identity Attack0.42615733
Insult0.40420914
Profanity0.22889622
Threat0.13127698
Severe Toxicity0.02378681
Moderate 0.43230394 Constructive 0.614
Sep 8, 2025 Why Canadians Are Turning Against …
i work in insurance and a lot of auto claims, brampton is the absolute most expensive place in the country for car insurance costs, so many crashes, so many horrible drivers, so many deaths of …
i work in insurance and a lot of auto claims, brampton is the absolute most expensive place in the country for car insurance costs, so many crashes, so many horrible drivers, so many deaths of people being hit by indians in cars who come from a place with no law or whatever the fk goes on over there, they don't have licenses and just drive illegally sometimes too
Identity Attack0.38230872
Insult0.35677677
Profanity0.39842105
Threat0.05430072
Severe Toxicity0.023364257
Moderate 0.42985553 Constructive 0.564
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
These ppl come amd make it a little india nd then dont assimilate and act exactly the same. Why not go home and be there then if you miss it ad love it so much. …
These ppl come amd make it a little india nd then dont assimilate and act exactly the same. Why not go home and be there then if you miss it ad love it so much. Its not racist to not eant our homes taken regardless of how hypocritical that is
Identity Attack0.37730414
Insult0.43450394
Profanity0.1811049
Threat0.01119791
Severe Toxicity0.02167734
Moderate 0.42985553 Constructive 0.529 Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
Ain't hard come over on a student visa complete your courses go back don't complete your paperwork go back banned are we not missing a crap load of student Visa's that have run out 5 …
Ain't hard come over on a student visa complete your courses go back don't complete your paperwork go back banned are we not missing a crap load of student Visa's that have run out 5 years ago ?
Identity Attack0.01656105
Insult0.40243408
Profanity0.39409557
Threat0.009592636
Severe Toxicity0.018836858
Moderate 0.42985553 Moderate Con 0.5 Question
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Excuse me who exactly is getting you to spew this dis information ! 50.000 .... For set up !? NO CITIZEN ON DISABILITY GETS THAT !!!! And Housing is in CRISIS !!!! ...... 8 - …
Excuse me who exactly is getting you to spew this dis information ! 50.000 .... For set up !? NO CITIZEN ON DISABILITY GETS THAT !!!! And Housing is in CRISIS !!!! ...... 8 - 13 hour wait times in ERs in my city !!!!! COME ON CANADA YOUR BEING LIED TO .....WAKE UP CANADIANS YOUR MEDIA IS OWNED BY THIS CURRENT CORRUPT GOVERMENT !
Identity Attack0.20483385
Insult0.47273466
Profanity0.028776871
Threat0.008323951
Severe Toxicity0.012359619
Moderate 0.4274071 Moderate Con 0.416
Nov 11, 2024 How much do refugees and …
India needs to stop this they have to adapt to Canadian people and our cultures and our language you can’t come here and be ignorant we get the same with certain parts of Africa with …
India needs to stop this they have to adapt to Canadian people and our cultures and our language you can’t come here and be ignorant we get the same with certain parts of Africa with a chip on their shoulders why ? If you don’t like us or our cultures why come here to be rude?
Identity Attack0.3825363
Insult0.4555076
Profanity0.062454045
Threat0.008181547
Severe Toxicity0.014511578
Moderate 0.4274071 Constructive 0.515
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
People from India, Pakistan Bangladesh Come to Canada Get into car accidents To get easy money
People from India, Pakistan Bangladesh Come to Canada Get into car accidents To get easy money
Identity Attack0.50588524
Insult0.3388922
Profanity0.08904689
Threat0.2836219
Severe Toxicity0.08069076
Moderate 0.4274071 Low Con 0.24 Identity Attack Unverified_Claim
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
If you leave your dam country and come to live in another one, then you give up your country ways and flags and symbols for your new country.
If you leave your dam country and come to live in another one, then you give up your country ways and flags and symbols for your new country.
Identity Attack0.32476485
Insult0.36798462
Profanity0.40185395
Threat0.011508608
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.21
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I can understand both perspectives but you’re interviewing homeless and low class white Canadians… essentially the losers of society… the multi generational Canadians who have nothing to show for being in this country for over …
I can understand both perspectives but you’re interviewing homeless and low class white Canadians… essentially the losers of society… the multi generational Canadians who have nothing to show for being in this country for over 100 years 😂 Some points are fair but other just seem like they’re sad that they’re behind when they’ve been here for so long. If you are a white multi generational Canadian and you are poor, you have no one to blame but yourself and your family that came before you. If you did not capitalize on purely just the time that you’ve been here and all the appreciation that comes with it, it has nothing to do with Indians. Most wealth is inherited and if you didn’t inherit anything that sucks. Bunch of crackheads mad about Indians being in their country like that’s the reason they’re poor and on the streets. I don’t like how annoying the Indians can be in Canada either but that’s not the reason these people you’re showing are poor.
Identity Attack0.46028158
Insult0.42167732
Profanity0.06746418
Threat0.008440462
Severe Toxicity0.019611536
Moderate 0.4269174 Constructive 0.589
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Nicest human smugglers lmao. Let you leave and come back lmaooo
Nicest human smugglers lmao. Let you leave and come back lmaooo
Identity Attack0.089145996
Insult0.3416952
Profanity0.2356715
Threat0.05721026
Severe Toxicity0.023223408
Moderate 0.4269174 Low Con 0.286 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
How come Indians don't have a single God of Clanliness? Stop throwing garbage on our streets. It's not ok.
How come Indians don't have a single God of Clanliness? Stop throwing garbage on our streets. It's not ok.
Identity Attack0.44690517
Insult0.37846634
Profanity0.15195307
Threat0.01187109
Severe Toxicity0.021419114
Moderate 0.4269174 Moderate Con 0.41 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone …
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone really looked at all the Damn loop holes we have with *SO MUCH FREEDOM* its actually backwards! but they word it in such way and make it sound so confusing where we think they do have our best interest. REALLY ALL THESE RULES ARE ACTUALLY KEEPING US CONTROLLED. we do need the government on some matter to ensure we live by *GODS* rules not to originate their own rules to control us by. Canada is pretty darn good for this backwards talk, brainwash, diabolical plan. Look at the school or educational systems let lone bigger issues hidden in pages of pages by the hundreds of thousands rules we MUST LIVE BY. We all know its for their own personal benefit. We are only on this world for a short period of time we all want wealth ect. We all can have it. So many ways to fix the earth and how we coexist with eachother in peace and harmony. But TILL THE WORLDS POWER OF LOVE OVER COMES THE LOVE FOR POWER WE WILL THEN KNOW TRUE PEACE!!
Identity Attack0.14875233
Insult0.35505778
Profanity0.4131548
Threat0.011249693
Severe Toxicity0.023317307
Moderate 0.4269174 Constructive 0.673
May 30, 2019 How much do refugees and …
tired of the them coming from a black brit living in toronto
tired of the them coming from a black brit living in toronto
Identity Attack0.5135796
Insult0.26957804
Profanity0.10116278
Threat0.012181788
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.326 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Conestoga is one of Doug Ford’s donor we need an investigation who’s giving work permits to Punjabi Indians to come to Canada the minorities are living in fear for their childre’s future with the number …
Conestoga is one of Doug Ford’s donor we need an investigation who’s giving work permits to Punjabi Indians to come to Canada the minorities are living in fear for their childre’s future with the number of Indians in Canada we are facing racism in jobs hiring the same will happen to our children deport the scammers they are a threat to this country
Identity Attack0.46028158
Insult0.4302003
Profanity0.047674157
Threat0.04167421
Severe Toxicity0.022710243
Moderate 0.4269174 Moderate Con 0.466
Oct 3, 2025 1 likes IRCC Names India in Study …
Don't come india your mindset exposed you , what is your intention, your vedio only target to india it show your mindset ,
Don't come india your mindset exposed you , what is your intention, your vedio only target to india it show your mindset ,
Identity Attack0.36702603
Insult0.3388922
Profanity0.1352073
Threat0.026307223
Severe Toxicity0.023364257
Moderate 0.4269174 Low Con 0.207 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Time to correct the problem. No more immigrants coming in and shipping the ones here back to their homes. The ones here don't even have the brains to speak French or English. The liberal government …
Time to correct the problem. No more immigrants coming in and shipping the ones here back to their homes. The ones here don't even have the brains to speak French or English. The liberal government has screwed up time and time again, not just immigration, but with many failed ideas. So it's time that we fix the biggest problem, get rid of the failed liberals. May God bless us all
Identity Attack0.41975367
Insult0.42743355
Profanity0.19770569
Threat0.1319513
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.295
Sep 8, 2025 Why Canadians Are Turning Against …
12:47 It’s not about color! It’s about coming in and taking over what used to be a smaller city and completely making it unrecognizable. I lived in downtown Brampton from 1997 to 2011 and I …
12:47 It’s not about color! It’s about coming in and taking over what used to be a smaller city and completely making it unrecognizable. I lived in downtown Brampton from 1997 to 2011 and I loved it and I worked my ass off at a steel plant in Mississauga. Don’t give me wrong. I worked with people up all faiths-and friends with every single one of them. Where are the Catholic churches? Where are the 50s diners? Where are the Canadian owned shops? Where the hell is Brampton Ontario? I don’t even recognize it!!! And it’s a place that I loved and lived. But where are the Canadians? I don’t care where people come from. My cousin was adopted from India and she was the sweetest person you would ever meet. What once was a smaller Canadian city has now been taken over and become India. And that’s wrong for ppl to do on every level- by ANYONE FROM ANY OTHER COUNTRY! You don’t take over a beautiful Canadian city and make it your own from where you came from - you respect what it was before you came.
Identity Attack0.2803029
Insult0.3388922
Profanity0.40783462
Threat0.016465442
Severe Toxicity0.023692908
Moderate 0.4269174 Constructive 0.747
Oct 29, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
My parents came here from Italy they worked my grandparents worked no one was on social aid we built the country that's immigration today they come and expect their way that's Canada today sickening.
My parents came here from Italy they worked my grandparents worked no one was on social aid we built the country that's immigration today they come and expect their way that's Canada today sickening.
Identity Attack0.36942887
Insult0.44802538
Profanity0.03389629
Threat0.007314181
Severe Toxicity0.013349563
Moderate 0.4269174 Constructive 0.562
Aug 28, 2025 1 likes 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.