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Canadian Immigration Dashboard [ CID ]
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: "Now these are the qualities …" 114 comments · Page 2 of 5
can we get rid of this guy the quality of the videos has gone down so much i used to like this guy
can we get rid of this guy the quality of the videos has gone down so much i used to like this guy
Identity Attack0.030949092
Insult0.08831572
Profanity0.11477985
Threat0.34804323
Severe Toxicity0.02077355
Moderate 0.37694603 Low Con 0.276 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not …
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not everyone is like that in my experience, I'm not from brampton but I'm sikh and I have sikh friends who are white and indigenous as well. One thing people don't realise is a lot of Canadians are actually really racist. You clearly saw that from the interview of the guy and his wife who was an RN, they passed the exam fair and square but I feel like his lack of understanding of the English language didn't get his point across right. The point he missed was the quality of life is higher in Canada, In India it's way easier, the cost of living is way cheaper, there's tons of cheap labour to hire maids for all your house work for example which is common in their culture, but as you've probably seen online, India isn't the cleanest or friendliest place to be, and if he was a nurse in India he would probably be broke without a good job, and having the opportunity to find good high paying jobs in something that Canadians also do when they travel to the US if a position in their field isn't available in whatever local city they grew up in. The main issue stems from international students from like after covid, regardless of country, India is in the spotlight because there's just more indians compared to other countries international students but its all the same stuff, you have kids from all over the world that might not have learned the same cultural practices, fresh 16-18 year olds living alone for the first time that have to do all their own chores and don't even know how to take care of themselves in some cases or do laundry or anything like that and it doesn't mean they were illegal immigrants or anything, just that they never put in the effort to learn because they were too entitled, its the same with entitled kids that go to Korea or Japan from north America as well that don't learn their culture and customs and misbehave because they are too entitled, and once you understand that you can see the bigger picture more clearly instead of just defaulting to racism. Also I'm not saying they can't be frustrated, its frustrating for everyone, even for me but racism isn't the answer.
Identity Attack0.38699543
Insult0.2817503
Profanity0.06646215
Threat0.015256803
Severe Toxicity0.016771052
Moderate 0.36867723 Constructive 0.855 Moral_Argument
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indian Foreign minister Jaishankar himself told that the Canadian govt is not vetting the ppl being given the visas. All 5hitty ppl with crimial background are being handed over visas as if it free-for-all thing. …
Indian Foreign minister Jaishankar himself told that the Canadian govt is not vetting the ppl being given the visas. All 5hitty ppl with crimial background are being handed over visas as if it free-for-all thing. This has to change. There should be serious filtering done before giving visas. Anyone with even a simple criminal offence in India should be BANNED forever from entering. No excuses. The quality of ppl coming has gone down like crazy. Bad ppl are there everywhere, but seems like the LIberal a-h0les in Ottawa intentionally want to get criminals here in order to create chaos and break the soceity and turn ppl against each other. This is Intentionally done, so that its easy for the to rule and win in Elections.
Identity Attack0.23467018
Insult0.35677677
Profanity0.24341469
Threat0.013372798
Severe Toxicity0.01825585
Moderate 0.34757367 Moderate Con 0.434 Policy_Critique
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Yea they've literally taken over EVERY JOB IN Windsor Ontario!! Every fast food place, every walmart, everywhere you go! The worst part, every Canadian has been fired from their jobs and these indians hired because …
Yea they've literally taken over EVERY JOB IN Windsor Ontario!! Every fast food place, every walmart, everywhere you go! The worst part, every Canadian has been fired from their jobs and these indians hired because the government pays half their wages. So quality of EVERYTHING has dropped soo far below par. I hope all these BACKSTABBING TRADERs lose their businesses. That should be ILLEGAL!!!!
Identity Attack0.28034934
Insult0.25205973
Profanity0.04642162
Threat0.043309137
Severe Toxicity0.015286255
Moderate 0.3389984 Constructive 0.537 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
None are indian as homeless because indian save and they dont do drugs and even if they do drugs they fix themself this is pure raceism...sadly i have to report this video...also indian do pay …
None are indian as homeless because indian save and they dont do drugs and even if they do drugs they fix themself this is pure raceism...sadly i have to report this video...also indian do pay tax...i agree that there are people comeing who dont know english and the quality has gone down but its wrong to say no indian in homeless shelter and we dont pay tax....
Identity Attack0.36598656
Insult0.16766082
Profanity0.052183274
Threat0.010783645
Severe Toxicity0.015931819
Moderate 0.33836752 Constructive 0.654
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Mass migration of "low quality" newcomers who have nothing in common with and are not interested in the Judeo-Christian Rule of Law and Culture that is the Foundation of every great Western Democracy has completely …
Mass migration of "low quality" newcomers who have nothing in common with and are not interested in the Judeo-Christian Rule of Law and Culture that is the Foundation of every great Western Democracy has completely ruined Canada and other nations who have engaged the same self suicidal policies. National failure brought to us by the Liberal Party of Canada and their sychophants the NDP - and all of the geopolitically, historicaly, politically unsophisticated, easily deluded Elbows Up and other dim electorate who repeatedly vote for these Neo-Marxist Kleptocrats. Dual Citizenship: so grateful to have it.
Identity Attack0.32768643
Insult0.26957804
Profanity0.030138692
Threat0.016810767
Severe Toxicity0.013349563
Moderate 0.33338684 Moderate Con 0.462 Identity_Assertion
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
This is going to sound super cruel but in American its just as bad, over the last 8 years over 30 family owned businesses or small restaurants have been taken over and bought out by …
This is going to sound super cruel but in American its just as bad, over the last 8 years over 30 family owned businesses or small restaurants have been taken over and bought out by Indian people in my area alone, the food quality dips, quality in general dips, they're rude, they get mad if THEY mess up at you which is super disrespectful. I come from a Hispanic culture do be respectful to other human beings if you enter another person's country. Your laws no longer apply here and people who are foreign seem to think that is not the case. I hate seeing local grocery stores get bought out because nothing feels the same. Its not a community anymore its an infestation of rude, self centered obnoxious foreigners who treat everyone like crap because they're miserable. Many don't last because American's aren't going to go to a place that isn't really local anymore its not the same faces they're used to its a cheap old Indian man who is too lazy to fix anything and gets mad when you order too much and by too much like 4 things....
Identity Attack0.35948995
Insult0.19734058
Profanity0.16915557
Threat0.018019408
Severe Toxicity0.01825585
Moderate 0.3302291 Constructive 0.729 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
The problem is you are busy pointing other instead focusing on real issue these indian providing better quality skills at low wages and that's what helping you earn white's wanna earn more work less and …
The problem is you are busy pointing other instead focusing on real issue these indian providing better quality skills at low wages and that's what helping you earn white's wanna earn more work less and accusing them that they only work for money 😂
Identity Attack0.35299334
Insult0.16551061
Profanity0.09292633
Threat0.009359611
Severe Toxicity0.0128976675
Moderate 0.3286776 Moderate Con 0.379 Economic_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
3 million Indians since 2014 - 2021. The figure is likely accurate, if not low, because it focuses on new arrivals (both permanent and temporary) rather than just PRs. The real number is quite literally …
3 million Indians since 2014 - 2021. The figure is likely accurate, if not low, because it focuses on new arrivals (both permanent and temporary) rather than just PRs. The real number is quite literally not able to be found, as the government is very corrupt and hides the data officially. The upcoming census 2026 is going to be DISGUSTING. 2021 and beyond the rate of forced migration was south asians taking up 60 percent of the immigrants, how is that reasonable, nor racist, and how can we even vet these people properly to have quality assimilants?
Identity Attack0.2839175
Insult0.26957804
Profanity0.064458095
Threat0.010110466
Severe Toxicity0.010757446
Moderate 0.32397532 Constructive 0.553 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
As indian we didn't like our country because india have more blind followers of political parties like BJP who never asked questions to government (in 2014 and 2025 BJP ruled india) we have corruption in …
As indian we didn't like our country because india have more blind followers of political parties like BJP who never asked questions to government (in 2014 and 2025 BJP ruled india) we have corruption in anyway if your Rich with contact with political (BJP) so your are free to any crime. ( Same Indian are uncivilized and some are civilized who Leved india to better quality Life ) I'll just went to say something to other. I'll didn't hate our country but I'll enough to see corruption in anyways in India.
Identity Attack0.29951343
Insult0.26957804
Profanity0.096482486
Threat0.024753258
Severe Toxicity0.017093835
Moderate 0.3140926 Constructive 0.717 Personal_Narrative
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
Blame Trudeau.. After 2012 … The Society is going Downhill… Crime, Drugs, Car theft , Everything Went Up .. Why Blame Immigrants? Blame the Government for Bringing the Quality of Immigrants… 😅😅😅😅😅
Blame Trudeau.. After 2012 … The Society is going Downhill… Crime, Drugs, Car theft , Everything Went Up .. Why Blame Immigrants? Blame the Government for Bringing the Quality of Immigrants… 😅😅😅😅😅
Identity Attack0.28034934
Insult0.17237684
Profanity0.013985921
Threat0.009696201
Severe Toxicity0.0090408325
Moderate 0.30993456 Low Con 0.226 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from …
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from India. There are many good people that come from india, but there are FAR more than don't assimilate, have no interest in ever assimilating, and they abuse our social systems, stealing from every Canadian as well as cause our quality of life to drastically drop. Our healthcare systems are beyond overloaded and bursting at the seams, our housing prices have skyrocketed, our house and auto insurance rates have also gone through the roof. And speaking of going through the roof, numerous houses were lit on fire late last year from new immigrants irresponsibly lighting off MASSIVE amounts of fireworks during Diwali, then you have the crowds of Indian families going to our previously pristine beaches and digging pits, which they then proceeded to use as their bathroom. People were actually selling "Beach $hitter" t-shirts because the problem was getting so common. Immigration is ok, but the amount of people the Canadian government has allowed into Canada, ALL from totally different cultural origins, in such a short amount of time was never, and will never be sustainable. In my opinion, Canada needs to full stop close its borders to anyone immigrating for at minimum 5-10 years, to allow the countries infostructure time to catch up with the masses of people who have already come into the country. But that will never happen with the liberals at the helm, they would literally get rid of the whole concept of a "border" if they could. Elbows up ya dorks!
Identity Attack0.36702603
Insult0.18852992
Profanity0.031140719
Threat0.009644418
Severe Toxicity0.014188796
Moderate 0.30527395 Constructive 0.676 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
If they didn't bring their culture of being rude, obnoxious and disregard Canadian laws and etiquette maybe it wouldn't be so bad, but they also mass imported them to give companies cheap labor so they've …
If they didn't bring their culture of being rude, obnoxious and disregard Canadian laws and etiquette maybe it wouldn't be so bad, but they also mass imported them to give companies cheap labor so they've taken a tonne of opportunity from Canadians, reduced the quality of our education system making domestic Canadians unlikely to get any employment and the students also exploit the system to work. They all need a place to live and many are exploiting the government for benefits on top of driving up housing prices because of the scarcity they're actively causing.
Identity Attack0.10409598
Insult0.30326313
Profanity0.026863953
Threat0.007948523
Severe Toxicity0.0074386597
Moderate 0.3048984 Constructive 0.649 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
As a non Indian Canadian born and raised I’m disgusted where my country has gone. Our population has doubled since 1980, not by birth rate, but because of the amount of Indians that have immigrated …
As a non Indian Canadian born and raised I’m disgusted where my country has gone. Our population has doubled since 1980, not by birth rate, but because of the amount of Indians that have immigrated here. Unfortunately, they have no desire to assimilate, they bring their own culture and they stay in their own communities. The government offers tax breaks for businesses, hiring foreign workers over people born in Canada, leaving the youth without any part-time work. On top of that some of my favourite restaurants growing up, I haven’t eaten at in years because it’s been taken over by Indians, the quality of food goes down, you end up getting food poisoning and if you aren’t in their community, you get worse service and get charged more than what an Indian would pay at the same restaurant. They don’t understand cleanliness or sanitation, they leave their garbage and waste on the street and dump it in random locations, and quite frankly have no respect for anyone who lives here or the country that has taken them in. I feel like a minority of my own country and I truly don’t understand what being Canadian means anymore because I’m pretty sure being Canadian is a thing of the past. Most of my friends have moved further north, to Vancouver island or moved out to the prairies to get away from them and higher prices as everything gets more expensive, thanks to our government, caring more about immigrants than citizens. When a family gets accepted to come here they bring their parents their aunts and uncles their brothers and sisters on temporary visas, they also collect social assistance as soon as they arrive and when their visas expire, they have no desire to go back, which has resulted in thousands of illegals remaining here. I mean I get it. Why would you go back when you’re getting treated better here and are given food, housing and an allowance every month but it’s gotten to a point where India outnumbers Canadians. I want them all sent back.
Identity Attack0.36702603
Insult0.16839184
Profanity0.041912504
Threat0.0084793
Severe Toxicity0.012359619
Moderate 0.30319387 Constructive 0.737 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Enough - we are full. If it was done properly no problem. I have heard from them that Canada is a joke. We need quality, not quantity!!!! GET THEM OUT ALREADY AND FIRE THOSE RESPONSIBLE
Enough - we are full. If it was done properly no problem. I have heard from them that Canada is a joke. We need quality, not quantity!!!! GET THEM OUT ALREADY AND FIRE THOSE RESPONSIBLE
Identity Attack0.060220852
Insult0.16989174
Profanity0.027137227
Threat0.17016006
Severe Toxicity0.0104522705
Low Tox 0.29405528 Moderate Con 0.396 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
They “the government “ does this on purpose to create a crisis. Rather than spend the money on border agents which would help control this issue as well as the flow of illegal firearms, they …
They “the government “ does this on purpose to create a crisis. Rather than spend the money on border agents which would help control this issue as well as the flow of illegal firearms, they let in unvetted, undocumented migrants to cause backlash from you and I, basically opening the door for them to correct it by implementing a digital ID. This is nothing new, all the WEF puppets world wide are pulling the same strings. Enough is enough! It’s time to take our countries back with mass deportations. Get the military involved and do whatever it takes to get these low quality migrants out of our country
Identity Attack0.16373143
Insult0.25602314
Profanity0.056441884
Threat0.014566151
Severe Toxicity0.009651184
Low Tox 0.2922276 Moderate Con 0.421 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
She should stop simping for PP, her leader who has no leadership qualities
She should stop simping for PP, her leader who has no leadership qualities
Identity Attack0.011543332
Insult0.26957804
Profanity0.032142747
Threat0.0072882893
Severe Toxicity0.003929138
Low Tox 0.2854869 Low Con 0.16 Meta_Commentary
Feb 25, 2026 'We do know that there's …
2:55 Look the quality his job and also how his mouth moves🤣🤣
2:55 Look the quality his job and also how his mouth moves🤣🤣
Identity Attack0.015355183
Insult0.0817555
Profanity0.10797132
Threat0.018192071
Severe Toxicity0.015931819
Low Tox 0.2854869 Low Con 0.254 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I would have had no problem with bringing in Indians who were actually of quality. Doctors, engineers, genuinely intelligent men and women, where are they? Why are we bringing in all these waves of "students"?
I would have had no problem with bringing in Indians who were actually of quality. Doctors, engineers, genuinely intelligent men and women, where are they? Why are we bringing in all these waves of "students"?
Identity Attack0.32768643
Insult0.10294484
Profanity0.04366605
Threat0.010084574
Severe Toxicity0.010910034
Low Tox 0.28548008 Moderate Con 0.48 Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the …
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the canadians call it one of the best on the word), and the belief Canada is a democracy. It is typically a fascist country that makes spurious elections because it is truly run by an establishment hidden as a secret society and in the surface is run as a mafia by small groups of interest ( corporations, professional order, injustice system, and emty shell politicians). The others ( the canadian people) they enjoy democracy 😂, high quality of life( really, just make a visit to a poor european country as Portugal, Greece ). The same goes for education, just oven degrees hot and not edible. Now Canadians learned that immigrant are taking their land and opportunities. You're lied, put under pot, and cheated by your democratic representatives. Try to fight, you'll be in a gulag (minus 15 Celsius only for some day) until the nobel prize candidates of uot and mcgill will put you democratically under tanax.
Identity Attack0.1808059
Insult0.24928534
Profanity0.029186781
Threat0.0072882893
Severe Toxicity0.0064468384
Low Tox 0.28548008 Moderate Con 0.49
Jun 18, 2025 How Canada broke its immigration …
WEF Globalist Indoctrinated Liberal Politicians opening the passive fascist leftism flood gates in the form of so called inclusion Policies and in turn fraudulently changing the process of immigration to cater to cheap labor , …
WEF Globalist Indoctrinated Liberal Politicians opening the passive fascist leftism flood gates in the form of so called inclusion Policies and in turn fraudulently changing the process of immigration to cater to cheap labor , economic exploitation, and foremost to expand the votes for the Liberal and NDP Parties with out first making sure there is infrastructure to support such expansion whether it be housing , health care , or employment .but no instead Canadians are being overtaxed and displaced to cater to all these unfettered political migrants who have not earned the right to come to Canada . they are all being used to disrupt our countries culture and values ??? add to it all the new lax criminal laws , and harm reduction enabling hard drug profiteering and the very no consented public LGBT alphabet queer theory being shoved down everyone's throats trough distorted and immoral laws an policy changes perpetrated by a corrupt self serving group of liberal politicians and the result is what is now unfolding not just in Canada but everywhere the WEF an WHO have pushed their globalist political agendas !. it is all very sad seeing the world i grew up in being slowly destroyed by those evil greedy people that are stealing any decent future or quality of life away from the next generations of Canadians .🙁
Identity Attack0.10221587
Insult0.24630153
Profanity0.03715288
Threat0.008427517
Severe Toxicity0.0077438354
Low Tox 0.27412915 Moderate Con 0.48
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
All the low quality colleges, universities are full of them!
All the low quality colleges, universities are full of them!
Identity Attack0.068465814
Insult0.21368977
Profanity0.026180768
Threat0.0063950317
Severe Toxicity0.0040626526
Low Tox 0.27236435 Low Con 0.151 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
Grinding views on Indian rage bait very good you cant make quality content anyways just grow your channel on controversy and rage bait a specific community
Grinding views on Indian rage bait very good you cant make quality content anyways just grow your channel on controversy and rage bait a specific community
Identity Attack0.16159154
Insult0.081508696
Profanity0.09868695
Threat0.030278467
Severe Toxicity0.013866014
Low Tox 0.26859093 Low Con 0.176 Meta_Commentary
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to …
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to have many discussions about these issues and was shocked by the generally vapid responses I'd get. Much more to say, but the main point is that Canadians have destroyed their own country's quality of life and from what I can see, Canada is not worthy of respect as a nation. I take ZERO pleasure in saying this. However, the country should have provided the United States with a up close example of what a well run social democratic nation looks like. Instead, Canada is a joke to the far right and in fact fuels the far right in the US. Now with the global south amassing on the US's northern border (visit Halifax, NS if you have any questions about this), I view Canada as a threat to the USA - which is a nation with more than enough problems. A note to immigrants reading this: I respect many of you individually, and I do not in the least mind having you in my community. You as an individual are not the problem per se. The problem is that policy makers are simply using migrants to increase Canada's population to 100M by end of century. Google "Canadian House of Commons Century Initiative" to see how Canadian lawmakers voted in support of this policy. Best, Patrick Moan goodhumanhabitat.org
Identity Attack0.28034934
Insult0.16053712
Profanity0.021808386
Threat0.010421164
Severe Toxicity0.008583069
Low Tox 0.26293078 Constructive 0.759 Policy_Critique
Dec 16, 2025 1 likes Why Canadians Are Turning Against …
Who benefits ? Big companies which require a steady supply of low skilled labor . Recruiters , consultants, lawyers all get their cut . No regard for quality … just numbers, and society must deal …
Who benefits ? Big companies which require a steady supply of low skilled labor . Recruiters , consultants, lawyers all get their cut . No regard for quality … just numbers, and society must deal with the dregs … similar to pollution by greedy corporations.
Identity Attack0.0102854045
Insult0.24903896
Profanity0.02303812
Threat0.0071717775
Severe Toxicity0.0024986267
Low Tox 0.25462922 Moderate Con 0.332 Economic_Argument
Jun 17, 2025 29 likes How Canada broke its immigration …

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.