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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

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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: "Discover Canada" 30 comments · Page 1 of 2
This video should be removed immediately as it promotes racism and discrimination towards other ethnic groups. For those of you who don’t know, Canada is a multicultural country. If you have an issue with the …
This video should be removed immediately as it promotes racism and discrimination towards other ethnic groups. For those of you who don’t know, Canada is a multicultural country. If you have an issue with the kinds of people living here, you’re more than welcome to get your white smelly ass out of here and go to your original countries most likely in Europe. This country was never yours, indigenous community were the ones who discovered it. So OUT with your racist druggie white asses. At least CURRY smells better than your weeds that stink like SKUNK!
Identity Attack0.6007182
Insult0.6308392
Profanity0.5150164
Threat0.13346854
Severe Toxicity0.35368225
Moderate 0.6852916 Moderate Con 0.343 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
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 came on fraudulent student visas, with lies, those who had legal student visas, perfectly knew that there are steps towards immigration. Those who had fake visas, also perfectly knew the fact and pretended to …
They came on fraudulent student visas, with lies, those who had legal student visas, perfectly knew that there are steps towards immigration. Those who had fake visas, also perfectly knew the fact and pretended to be innocent with lies. Instead of following regulations, they started rioting in city squares, in city parks, making noise, throwing garbage. "Halt on Deportations: In response to the scandal, the Canadian government paused the deportation of the implicated students to investigate the situation further and consider alternative solutions.  Review of Cases:A process was put in place to review the cases of the affected students, particularly those who were victims of the fraud.  Fake Admissions:The students obtained their Canadian visas through a fraudulent agent who provided fake admission offers from Humber College, leading to their entry into the country.  Loss of Status:Upon discovering the fake letters, the students were deemed to have lost their study permit status, making them subject to deportation by the Canada Border Services Agency (CBSA).  Political Pressure:The New Democratic Party (NDP) in Canada called on the government to not deport these students, highlighting their exploitation and the circumstances under which they were brought to Canada.  Crackdown on Scammers:The government and authorities also began cracking down on the agents and fraudulent institutions that facilitated this scam, as the students were often unaware of the forged nature of their documents, according to the Canadian Federation of Students.  Advocacy for Students:Organizations and Members of Parliament (MPs) called on the government to show leniency towards the students, highlighting their victim status and advocating for waivers of deportation.
Identity Attack0.10221587
Insult0.26957804
Profanity0.06646215
Threat0.011974656
Severe Toxicity0.00919342
Moderate 0.30716252 Constructive 0.628 Unverified_Claim
Sep 23, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I became homeless after spending over 2 months in the ICU of a Toronto hospital barely walking in was taken to a Toronto city shelter and for 5 years I've been in 5 different Toronto …
I became homeless after spending over 2 months in the ICU of a Toronto hospital barely walking in was taken to a Toronto city shelter and for 5 years I've been in 5 different Toronto shelters in what seemed like a blink of a eye every shelter became 80% north African Muslim men ,they were given cash allowances to buy their own food $80 a day plus welfare cheques once a month boosted up with TTC allowance $157 clothing allowances and yes they were all given money to buy laptops and smart phones apparently so they can keep in touch with their families back in Africa, in the last shelter I stayed in there was only 6 white Canadian born homeless people living there and 94 north Africans whom we started to notice were being housed only to have the next one take up their cott space housed yes and when we started looking into how they were getting housed so fast when we were apparently on a 37,000 name waiting list for housing with our housing workers telling us it will take 10 years if we are lucky then we found out about the secret housing program that these fresh off the boat immigrants were getting market value apartments of their choice you pick the government pays one African we befriended ( he wasn't a believer in Islam shush or they'll kill him) got a 1 bedroom condo apartment over looking Toronto's Island airport $2,700 a month and the government payed for all his furnishings, so now we knew and we approached the on site housing workers asking why we weren't told about COHB at first they tried to deny it existed but researching we had all the information first these COHB forms were to be handed out to those with seniority length of stay so as to cut out on abuse being that they are worth over $250,000 after ten years of paying your rent as in free housing for life , then we discovered the staff were making false entries on our files claiming some of us lost our seniority for fighting claiming we were kicked out for 14 days others for smoking violations what they didn't think we knew was on admission to any shelter you sign a agreement that they are videoing you and keeping a file on you that also stated we are allowed to have up to date copies of our files then during the 2 weeks we were supposedly kicked out we asked for the videos from that period once they realized we had a advocate working for us who a l so supplies lawyers to us should we need so they got caught then management called us all up for a meeting and that's when we hit him with a bombshell yes the shelters are staffed with immigrants from the same African countries this Hoard is coming from and we have a sworn statement saying they are charging $10,000 for these guaranteed housing forms yes $10,000 that's what our none Muslim African shelter friend payed for his form and why he's now living free in easily close to a million dollar condo and believe me the cars parked there show it, ok so after we busted them guess what 6 whites who were all born in Canada and have lived a average of 3.5 years in a shelter all got housed in apartments of our choosing mind we did get ours fully furnished by the government like all these illegal Christian hating islamists get free housing free food free clothing free medical free dental free prescription drugs and a free huge monthly welfare cheque Rebel news please contact us we want every Canadian to know what's going on and how we Canadians are being left out, p.s just go to any money transfer business at the end of the month and you'll see line ups of these north Africans wiring money back to their wives and families even boxing up all the mountains of free clothing sending it to Africa same what they're doing with all the prescription drugs they are getting for free everything is about making money taking taking taking not putting anything back , now I sleep soundly no one stealing my belongings no more catching a different cold every week no more being called a filthy infidel which seems to be their favorite word COHB look that up and if your living paycheck to paycheck working 2 jobs just get to a shelter say one with 94 Africans who will all be housed shortly leaving you the most seniority easy peasy but remember to keep a eye on your file for false entries or borrow $10,000 to buy one
Identity Attack0.20878418
Insult0.0777699
Profanity0.025770858
Threat0.007819066
Severe Toxicity0.0075531006
Low Tox 0.20102765 Constructive 0.78 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served …
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served them. So it was easy for them to immigrate and assimilate into your culture. Now you see many poor people also immigrating because immigration became more accessible, its just like the touchscreen phones, before only rich people had them, but later and now everyone has it. Plus your overly liberal and the stupid point system lets anyone enter the country if they meet a specific criteria, they barely check their english, background, crime record, etc. Also, living in India is a survival, or a nightmare for short. Especially for the poor people in the up north, and so they go to these shady agents who claim that they can send him or her to Canada, UK, Australia where ever they want in exchange for some money. Sometimes these agents turnout to be scams and sometimes not, then these students apply to some fake university that has no campus in Canada and select a course thats easy. Then once approved they come to canada, don’t go to university and make some other indian friends who say they have contacts with some job providers and through that the students get their jobs at the fast food joints and shopping malls. The mindset with which these students come to Canada is that I want to get a simple job as soon as I land in Canada and through that job I can get a PR. They never go to assimilate or discover the culture, they come because the country looks nice, has resources, and will provide them with a good salary so that they send some money back home to their parents as compared to low paying jobs in India, which too are super competitive. They still like the indian way of life, the culture, the food, the attire, just not in India. Thats why you’ll never see these students eating at anything other than a Indian Punjabi Restaurant or a fast food joint, they will never make white friends, they will never try to change the way they speak and look at Canadians, they will never try to change their driving habits. In conclusion, more poor people and students migrating, paired with their mindset of “I want everything to be Indian just not in India but in a place that looks better” paired with their low interest in actually learning and working better jobs is what makes them a bad immigrant group. But thats not to say that all are like that its only some and mostly Punjabis/ other North Indians that have this mindset. The reason why the Indian group in USA is much better and successful is because they are mostly of south indian descent. Those people are far more educated, actually respect the law of the land. And fun fact: The stereotypical Indian Accent originated from USA mainly and reason why many indians say that they don’t speak in that accent is because that particular stereotypical accent is present in Indian people who come from the states of Andra Pradesh and Telegana, which is is where most of the Indians in USA are actually from. Sorry for the long ass comment and some writing mishaps, I really lose my writing quality when I’m writing long comments.
Identity Attack0.14875233
Insult0.083112895
Profanity0.041912504
Threat0.008129764
Severe Toxicity0.005607605
Low Tox 0.19893374 Constructive 0.608 Policy_Critique
Dec 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
please keep sleeping as what ever you discover was well known to every one in Canada۔
please keep sleeping as what ever you discover was well known to every one in Canada۔
Identity Attack0.010581387
Insult0.028061481
Profanity0.011065305
Threat0.008375733
Severe Toxicity0.001745224
Low Tox 0.075294 Moderate Con 0.31 Meta_Commentary
Sep 29, 2025 IRCC Names India in Study …
Folk may think this reduction in immigration is far from any "slash" in numbers. Consider (search the web for "Is Canada's aging population an issue ?"): "Canada's aging population is a significant issue, creating major …
Folk may think this reduction in immigration is far from any "slash" in numbers. Consider (search the web for "Is Canada's aging population an issue ?"): "Canada's aging population is a significant issue, creating major challenges for the economy, healthcare, and social services, as more seniors require care while fewer younger workers support them, leading to potential labor shortages, strained budgets, and increased demand for healthcare and long-term support. The trend of more seniors than children under 15 puts pressure on economic growth and government finances, requiring substantial funding increases for health and care services. " For every positive to reduced immigration numbers, Canadians are going to discover that there will be negatives. The negatives might very well justify using the word "slash". Time will tell.
Identity Attack0.008879486
Insult0.014808921
Profanity0.010757872
Threat0.006440342
Severe Toxicity0.00094890594
Low Tox 0.027206551 Constructive 0.648 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
Unbelievable! Not a single question on the exam came from the 411 questions—I wasted two full days watching the videos three times! Luckily, I studied the Discover Canada book and managed to get 17 questions …
Unbelievable! Not a single question on the exam came from the 411 questions—I wasted two full days watching the videos three times! Luckily, I studied the Discover Canada book and managed to get 17 questions right, just barely passing. Don’t fall for it like I did!
Identity Attack0.0016279058
Insult0.013174911
Profanity0.011423977
Threat0.006136116
Severe Toxicity0.00074863434
Low Tox 0.024849601 Constructive 0.593
Sep 20, 2025 2 likes Canadian Citizenship Test 2025 – …
I am a new comer and I want to prepare for citizenship test. Should I watch this video several times or study discover Canada book? My English is also not good, would it be possible …
I am a new comer and I want to prepare for citizenship test. Should I watch this video several times or study discover Canada book? My English is also not good, would it be possible to only watch this video and pass test? Thank you
Identity Attack0.00847251
Insult0.010096892
Profanity0.01128734
Threat0.0067898775
Severe Toxicity0.0009775162
Low Tox 0.023199737 Constructive 0.528
Apr 20, 2025 4 likes Canadian Citizenship Test 2025 – …
Hi I gave my test today 16 June . I scored 17/20 . My results are unofficial. I have watched this video several times some questions were from this video but most of the questions …
Hi I gave my test today 16 June . I scored 17/20 . My results are unofficial. I have watched this video several times some questions were from this video but most of the questions were very tricky some were like out of the source what I have studied. I suggest please read discover canada book and then watch this video.
Identity Attack0.0043657473
Insult0.008709883
Profanity0.013268576
Threat0.0072882893
Severe Toxicity0.0009393692
Low Tox 0.015204934 Constructive 0.735 Personal_Narrative
Jun 17, 2025 5 likes Canadian Citizenship Test 2025 – …
I watched this video 3-4 times and got 19/20 and read discover Canada as well 1 time, such a good and helpful video
I watched this video 3-4 times and got 19/20 and read discover Canada as well 1 time, such a good and helpful video
Identity Attack0.004384246
Insult0.0074178753
Profanity0.013131939
Threat0.007365964
Severe Toxicity0.0011825562
Low Tox 0.012691722 Constructive 0.561 Meta_Commentary
Feb 19, 2026 8 likes Canadian Citizenship Test 2025 – …
I just wrote my exam now! I even wrote twice because of an error with my photo ID. I got 20 in the first test and 19 in the second test. All the questions were …
I just wrote my exam now! I even wrote twice because of an error with my photo ID. I got 20 in the first test and 19 in the second test. All the questions were very similar to what we have here but some where in true or false formats. I listened to Discover Canada audio and read the pdf simultaneously and then did two rounds of this practice questions. Thank you greatly
Identity Attack0.0024233595
Insult0.007493876
Profanity0.010996987
Threat0.006492125
Severe Toxicity0.0006532669
Low Tox 0.010681152 Constructive 0.741 Personal_Narrative
Mar 1, 2026 1 likes Canadian Citizenship Test 2025 – …
I got 19/20 on my test. It covered almost every part of the Discover canada. Appricated for making such useful video!
I got 19/20 on my test. It covered almost every part of the Discover canada. Appricated for making such useful video!
Identity Attack0.0027933381
Insult0.007341875
Profanity0.0113385795
Threat0.0068869707
Severe Toxicity0.0008249283
Low Tox 0.01005285 Constructive 0.605
Oct 24, 2025 1 likes Canadian Citizenship Test 2025 – …
Attempted my test in Jan 2026, yes this video helps but you must read the official discover Canada guide at least once and have a good knowledge of you local, provincial, federal government at current …
Attempted my test in Jan 2026, yes this video helps but you must read the official discover Canada guide at least once and have a good knowledge of you local, provincial, federal government at current time. Also question from this video can be asked in form of true/false, so it’s important to pay proper attention to what you reading. Good luck.
Identity Attack0.0020071338
Insult0.0077408776
Profanity0.00950252
Threat0.0062267366
Severe Toxicity0.00051498413
Low Tox 0.009613037 Constructive 0.707
Jan 10, 2026 2 likes Canadian Citizenship Test 2025 – …
Thank you so much this is a super helpful video I passed my test for second time on November 20, 2025 I just watched this video and never study discover Canada all my questions were …
Thank you so much this is a super helpful video I passed my test for second time on November 20, 2025 I just watched this video and never study discover Canada all my questions were from this video much recommended 😊🎉
Identity Attack0.0035147965
Insult0.006657871
Profanity0.010928668
Threat0.006641001
Severe Toxicity0.0007343292
Low Tox 0.008733413 Constructive 0.642
Dec 1, 2025 4 likes Canadian Citizenship Test 2025 – …
Very thankful to the person who created this video. I went through this video once and read discover canada once and got 19/20. Amazing video and much recommended.
Very thankful to the person who created this video. I went through this video once and read discover canada once and got 19/20. Amazing video and much recommended.
Identity Attack0.0029228306
Insult0.006724371
Profanity0.011680172
Threat0.007068211
Severe Toxicity0.0009012222
Low Tox 0.008356431 Constructive 0.623
Aug 14, 2025 3 likes Canadian Citizenship Test 2025 – …
Super helpful! Thank you for this video! 🙏 Most questions were True/False and fill-in-the-blanks, with a few MCQs. I scored 20/20 and finished in 5 minutes. Also study the Discover Canada PDF along with this. …
Super helpful! Thank you for this video! 🙏 Most questions were True/False and fill-in-the-blanks, with a few MCQs. I scored 20/20 and finished in 5 minutes. Also study the Discover Canada PDF along with this. Highly recommended!🎉🎉🎉
Identity Attack0.002192123
Insult0.0070473733
Profanity0.009835573
Threat0.006194372
Severe Toxicity0.0005364418
Low Tox 0.00804228 Constructive 0.674
Dec 31, 2025 6 likes Canadian Citizenship Test 2025 – …
Thanks a lot to all you created this test. God bless you! I got 18 out of 20! I read the book 2 times and listened to all 414 questions 3 times. My advice to …
Thanks a lot to all you created this test. God bless you! I got 18 out of 20! I read the book 2 times and listened to all 414 questions 3 times. My advice to test takers to read official Discover Canada book and watch only this video. Don’t do any other tests just this video! Good luck to everyone!
Identity Attack0.0022013725
Insult0.0066863713
Profanity0.010706633
Threat0.006686311
Severe Toxicity0.0006723404
Low Tox 0.007979449 Constructive 0.651
Dec 13, 2025 16 likes Canadian Citizenship Test 2025 – …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out when reading discover Canada. If you’re in doubt, don’t be. This is an excellent resource that can get you to pass the test in one sitting!
Identity Attack0.0017666477
Insult0.0068098716
Profanity0.00993805
Threat0.006162008
Severe Toxicity0.00046730042
Low Tox 0.007602467 Constructive 0.685 Solidarity
Dec 27, 2025 11 likes Canadian Citizenship Test 2025 – …
Just pass the test with 20/19 🎉🎉thank you to the creator of the video as i havent go throught thw discover canada pdf but only was reliable to this video nd all the questions were …
Just pass the test with 20/19 🎉🎉thank you to the creator of the video as i havent go throught thw discover canada pdf but only was reliable to this video nd all the questions were from this but just a heads up that test questions can b tricky so remember the questions as the questions can be asked as answers and the answer can be asked as questions
Identity Attack0.001951637
Insult0.0066388706
Profanity0.010057608
Threat0.006317357
Severe Toxicity0.0005507469
Low Tox 0.007539637 Constructive 0.723 Meta_Commentary
Feb 4, 2026 3 likes Canadian Citizenship Test 2025 – …
Thanks for those who prepared this video. I've read Discover Canada 3 or 4 times and also was watching this video all 414 questions 2 times. I passed the test in May 2025 (20 out …
Thanks for those who prepared this video. I've read Discover Canada 3 or 4 times and also was watching this video all 414 questions 2 times. I passed the test in May 2025 (20 out of 20). Got my citizenship second half of July.
Identity Attack0.00258985
Insult0.00648687
Profanity0.009767254
Threat0.0062979385
Severe Toxicity0.0005412102
Low Tox 0.0072569004 Constructive 0.692
Jul 25, 2025 27 likes Canadian Citizenship Test 2025 – …
I recently took the test and passed (17/20). In my experience, only a few questions were similar to this video. The real test focused more on understanding concepts from the Discover Canada guide rather than …
I recently took the test and passed (17/20). In my experience, only a few questions were similar to this video. The real test focused more on understanding concepts from the Discover Canada guide rather than repeated practice questions. Still helpful for revision, but definitely prioritize the official book/guide.
Identity Attack0.0018221445
Insult0.0068003717
Profanity0.009476901
Threat0.00598724
Severe Toxicity0.00042200089
Low Tox 0.007099825 Constructive 0.733 Personal_Narrative
Mar 1, 2026 2 likes Canadian Citizenship Test 2025 – …
Thanks a lot , I just cleared the test on June 15, 2025. Most of the questions were similar , I just heard/watched this test once, did not read the discover Canada book at all, …
Thanks a lot , I just cleared the test on June 15, 2025. Most of the questions were similar , I just heard/watched this test once, did not read the discover Canada book at all, this video is sufficient. Scored 17/20.
Identity Attack0.0019978844
Insult0.0065913703
Profanity0.009613537
Threat0.0062785195
Severe Toxicity0.0005555153
Low Tox 0.0070055793 Constructive 0.634 Personal_Narrative
Jun 16, 2025 15 likes Canadian Citizenship Test 2025 – …
I wrote my citizenship test 20/20 today. While the questions in the actual test were not the same as this video, this video helped me to review and prepare with confidence. I read the discover …
I wrote my citizenship test 20/20 today. While the questions in the actual test were not the same as this video, this video helped me to review and prepare with confidence. I read the discover Canada guide cover to cover thrice and went over this quiz twice. What really helped is that this quiz refers you to the exact line and the page of the handbook which helped a lot in preparation. Good luck everyone!
Identity Attack0.0022846176
Insult0.00648687
Profanity0.010108846
Threat0.006375613
Severe Toxicity0.00057935715
Low Tox 0.006942749 Constructive 0.743 Personal_Narrative
Mar 1, 2026 1 likes Canadian Citizenship Test 2025 – …
I just want to say a big thanks to whoever put this together. I read discover Canada once and watched this twice. Scored (19/20) today June 15, 2025.
I just want to say a big thanks to whoever put this together. I read discover Canada once and watched this twice. Scored (19/20) today June 15, 2025.
Identity Attack0.001951637
Insult0.0064298697
Profanity0.009869732
Threat0.006550381
Severe Toxicity0.0006580353
Low Tox 0.0068799187 Constructive 0.62 Personal_Narrative
Jun 16, 2025 20 likes Canadian Citizenship Test 2025 – …

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.