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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

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: "This is same thing the …" 894 comments · Page 17 of 36
she is tied of being colonizer funny she should say that theindigneousppl of canada are tired of the deniers who have ived here longer then you have by tens of thousands of yrs ...and it …
she is tied of being colonizer funny she should say that theindigneousppl of canada are tired of the deniers who have ived here longer then you have by tens of thousands of yrs ...and it weird she us making statments that mirrored the indognrous ppl yrs ago ...whwen they was purposefulyl genocided .she needs to remember they are the onl true natives to this land ... henc why they are called native american ...so if she is offended they say such thing..its not them being offensie it them bring factual awareness that others dontlike
Identity Attack0.17614605
Insult0.23704576
Profanity0.040910475
Threat0.01508414
Severe Toxicity0.010528564
Low Tox 0.2853768 Constructive 0.655
Aug 28, 2025 Why Canadians Are Turning Against …
😂😂😂 I never thought you’d actually do a video on Brampton. The “Doctors and Engineers” offer nothing good to us. Everyone used to live there, used to be a good prominent neighbourhood. Thankfully I got …
😂😂😂 I never thought you’d actually do a video on Brampton. The “Doctors and Engineers” offer nothing good to us. Everyone used to live there, used to be a good prominent neighbourhood. Thankfully I got out in 2002. Since the influx of Jeets, our insurance rates have sky rocketed, it’s impossible to get a decent job anywhere because they lie on their resume and scam the system, all while the government is giving them money. They also infect any place/city you want to go to. In 2017 it was a bad time to be in college/university, fast forward to now and how much more our government has imported, all of Ontario is doomed. Hope you went to Singh Hortons while you were here, it used to be good, now you’re lucky if you don’t get sick because of their hygienic standards. The only thing they’re good for is delivering us food when we don’t want to leave our house. The worst part is these people think they’re needed here and think they’re better than us Canadians because the government pushed them here. Useless people that infected and ruined everything we had, the jeet fatigue is real.
Identity Attack0.053399716
Insult0.24171697
Profanity0.07934829
Threat0.009307829
Severe Toxicity0.008506775
Low Tox 0.28425202 Constructive 0.564 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I was called a Nazi because I suggested the same thing: the more people you have the less resources you have for everyone to go around. I was called a Nazi for saying that. I …
I was called a Nazi because I suggested the same thing: the more people you have the less resources you have for everyone to go around. I was called a Nazi for saying that. I wasn’t being a Nazi. I was being a mom. Any woman knows this. When you’re single, you can have a whole pie to yourself. You get married, you make a pie and you’ve got well maybe a couple of days worth of food. Add a child everybody eats comfortably but only for one night add a second child somebody’s gotta give up. You know what I mean like it’s just plain math Mathematics so I guess I’m too far left for the right and I’m too far right for the left, I guess. Although I’m not an immigrant, I am a person with disabilities and just recently when we lost the so-called Trudeau tax I wondered why I wasn’t getting it. Then on a Canadian conservative source I heard we weren’t getting it anymore and I was upset. Disgruntled person wrote in the comments section and I quote get over yourself. I think MAID could help you. That didn’t come from a left-wing source as many right wing folks will say that it’s the left who wants to euthanize disabled people. That came from someone from a right leaning source. So writer left nobody wants to pay for anyone to have a free ride, even if the ride isn’t really free. I live on $800 a month and I am much too disabled to work and I don’t have family. In addition, I’ve been told I’m not eligible for rent gear to income, but it’s not like I’m going to get well. Anyway, it seems people don’t like to put out for others and I get it because the folks at the top are always happy to see the little guys tear each other apart. None of our politicians have ever voluntarily Given up a pay cut to support those who can’t work any longer or who never could. That would be the pro life thing to do. They’re always voting themselves big raises.
Identity Attack0.23011416
Insult0.1087965
Profanity0.17566866
Threat0.016810767
Severe Toxicity0.01986976
Low Tox 0.28425202 Constructive 0.804 Personal_Narrative
Aug 31, 2025 Why Canadians Are Turning Against …
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving …
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving large handouts of of our Canadian tax dollars to support the new immigrants that our coming into Canada. Why is the government giving large hand outs to these Indian immigrants instead of helping us true Canadians who helped built this Country. It is a dam shame to see what the Liberal Government our doing to this country of ours were many are homeless, high cost of living and the high crimes that happens every day in Canada and what does the government do is let these criminals back into our streets where us true Canadians do not feel safe any more. The one thing that pisses me off is seeing is all these new immigrants coming into Canada by the thousands that are taking away our Canadian entry jobs like Walmart, McDonalds and A & W fast food restaurant where as our young born Canadian students and others can not find a job to help them pay for there school loans and get a good education degree. We need to put a stop to this. For enough is enough before our Liberal Government destroys our country.
Identity Attack0.2331515
Insult0.18604483
Profanity0.1719469
Threat0.008738215
Severe Toxicity0.012054443
Low Tox 0.28425202 Constructive 0.688 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Vasey how’s your scammers thing is going for you Keeps pushing my fellow teams I need more update on all of these scammers I’m very glad to have you all my fellow teams Loyalty love …
Vasey how’s your scammers thing is going for you Keeps pushing my fellow teams I need more update on all of these scammers I’m very glad to have you all my fellow teams Loyalty love respect 🫡
Identity Attack0.01191331
Insult0.24630153
Profanity0.08613731
Threat0.009074804
Severe Toxicity0.0074386597
Low Tox 0.28312725 Constructive 0.638 Meta_Commentary
Feb 24, 2026 'We do know that there's …
Beautiful thing about we Hindus or Sikhs is that we don't enforce our culture to anyone. If it was Islam, Brampton would have become a no go zone or a mini Islamic country. You might …
Beautiful thing about we Hindus or Sikhs is that we don't enforce our culture to anyone. If it was Islam, Brampton would have become a no go zone or a mini Islamic country. You might ask me, why don't they assimilate with locals? Well, we are culturally different and our skin colours are different. Assimilation at large scale requires common ground. In work places, people assimilate but Race Mixing at large scale is also not good for the society. It's very sad to see white people being homeless, Build a community of your own, look after one another. To be honest, you guys have destroyed your family structure in the name of individualism, feminism etc...
Identity Attack0.36273825
Insult0.08459369
Profanity0.07223598
Threat0.011586283
Severe Toxicity0.010986328
Low Tox 0.2820025 Constructive 0.753 Identity_Assertion
Dec 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Next thing you’ll know, the Libs will say we need a digital ID to combat this nonsense and force it upon us. And the elbows up crowd with name and shame us like they did …
Next thing you’ll know, the Libs will say we need a digital ID to combat this nonsense and force it upon us. And the elbows up crowd with name and shame us like they did during Covid with the vaccine pass.
Identity Attack0.018972786
Insult0.25800487
Profanity0.035649836
Threat0.010214032
Severe Toxicity0.004043579
Low Tox 0.2820025 Moderate Con 0.351
Sep 30, 2025 IRCC Names India in Study …
What is happening in western big cities with migrants, woke and drugs is incredible. No wonder extremism is rising witch is a really bad thing also. No extremist party in power left or right delivered …
What is happening in western big cities with migrants, woke and drugs is incredible. No wonder extremism is rising witch is a really bad thing also. No extremist party in power left or right delivered at least a decent result ever, only death and starvation, the problem is the inability of existing classic parties in finding problems in society and fix them.
Identity Attack0.1444726
Insult0.17734702
Profanity0.06546012
Threat0.042985857
Severe Toxicity0.009918213
Low Tox 0.27975297 Constructive 0.559
Nov 17, 2025 1 likes Why Canadians Are Turning Against …
I know what you're thinking 😁 See for the last couple centuries industrialized nations all over the world have been importing people like potatoes. And there is a very good reason for that. See over …
I know what you're thinking 😁 See for the last couple centuries industrialized nations all over the world have been importing people like potatoes. And there is a very good reason for that. See over the last couple hundred years you have made many advances in technology medicine and law enforcement. Your people however aren't having fifteen children anymore and your population is therefore receding. You then have to import people i.e. drain all the brains from around the world. Immigrants are also more eager to come if things back home aren't good especially when the world is bombing your pants off. Also things like rampant corruption that make it extremely difficult to live an honest life. They're also having children upon children because technology doesn't yet exist and so god told them to. 🦫 We are finite beings in an infinite universe. Also, you cannot stop immigration.
Identity Attack0.21470967
Insult0.18480228
Profanity0.07643871
Threat0.0138755
Severe Toxicity0.009994507
Low Tox 0.27975297 Constructive 0.567 Economic_Argument
Jan 23, 2026 Inside Canada's Indian Metropolis (Brampton)
Not everyone from Punjab is bad but surely khalistan agenda people are not the right ones And also I really don't feel happy about how canada is letting people in who are not good at …
Not everyone from Punjab is bad but surely khalistan agenda people are not the right ones And also I really don't feel happy about how canada is letting people in who are not good at basic things too Your rules look compromised hence you are spoiling your country It's going to be very soon when your country is going to turn into a Pakistani vassal just like UK Because khalistan and Pakistan are linked Edit: I'm from Bharat aka india
Identity Attack0.2831485
Insult0.15911613
Profanity0.04141149
Threat0.014738814
Severe Toxicity0.012703998
Low Tox 0.27975297 Moderate Con 0.478 Fear_Threat
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
There is a very dangerous and disturbing trend happening where openly racist people are being praised as "honest"! It's one thing closing your borders to immigrants but it's a whole other thing trying to institutionalise …
There is a very dangerous and disturbing trend happening where openly racist people are being praised as "honest"! It's one thing closing your borders to immigrants but it's a whole other thing trying to institutionalise racism! Seeing people praising the bike guy as "honest" is quite frankly very disturbing and sad!
Identity Attack0.17769934
Insult0.18604483
Profanity0.020783609
Threat0.0076119336
Severe Toxicity0.00541687
Low Tox 0.2786282 Constructive 0.665 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I’m grew up in Brampton, born here to immigrant parents who came in the 90s. The new generation of immigrants have really created a bad image for Indians here, I will encounter all kinds of …
I’m grew up in Brampton, born here to immigrant parents who came in the 90s. The new generation of immigrants have really created a bad image for Indians here, I will encounter all kinds of racism online or in real life, and the hatred is real. I wish it wasn’t so, but Brampton and for that matter the GTA is not equipped to handle these many people. Then you get the sheer number of illegal rooming houses, fraud, general disrespect for the norms and traditions of Canada from the newer generations of immigrants it just really paints a bad picture of Indian people. I hope things can change and both Indians and Canadians can live together and foster mutual respect for each other, but we are a long ways away
Identity Attack0.2831485
Insult0.16831873
Profanity0.02795705
Threat0.009204263
Severe Toxicity0.008964539
Low Tox 0.2786282 Constructive 0.788 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
One thing that disturbing people all over the world is how Indians don't want to assimilate but keep on living in isolation and stop integrating with the local population.
One thing that disturbing people all over the world is how Indians don't want to assimilate but keep on living in isolation and stop integrating with the local population.
Identity Attack0.35624164
Insult0.08434689
Profanity0.044417568
Threat0.010757755
Severe Toxicity0.008659363
Low Tox 0.2786282 Constructive 0.507
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
haha. Notice how no homeless people are indian? They're just complaining because they can't comprehend that we actually work hard instead of getting handouts. Maybe instead of being so jealous, learn a thing or two …
haha. Notice how no homeless people are indian? They're just complaining because they can't comprehend that we actually work hard instead of getting handouts. Maybe instead of being so jealous, learn a thing or two from us?
Identity Attack0.27914262
Insult0.15343215
Profanity0.046171114
Threat0.007197669
Severe Toxicity0.0064849854
Low Tox 0.2763787 Moderate Con 0.454
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This country is full of colleges that hand out diplomas for everything. next thing you know, there’ll be a degree in ass-wiping, who is responsible ? Ministry of Education, Immigration or both? The CRA also …
This country is full of colleges that hand out diplomas for everything. next thing you know, there’ll be a degree in ass-wiping, who is responsible ? Ministry of Education, Immigration or both? The CRA also needs to investigate the benefits some employers, especially large corporations, are abusing. They receive massive tax breaks for hiring students, yet some of these students barely work or are barely given shifts.
Identity Attack0.015958117
Insult0.08508729
Profanity0.2453505
Threat0.00780612
Severe Toxicity0.008735657
Low Tox 0.2763787 Moderate Con 0.459 Policy_Critique
Oct 3, 2025 1 likes IRCC Names India in Study …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about the illigal immigrants and I totally agree that all the illigal immigrants should not only be deported but should also be punished strictly and I get it that it's frustrating that people are not following the rules or people are doing bad stuff there but the thing is not only the content but also the intent behind the making and releasing this video, you could have mentioned illigal immigration but you choose to use words like Indian invasion and giving a name to a specific event would cause racism and hate towards the community as well as for the country, The way you showed the clips of specific people showing middle finger in cars I can show a tons of videos of native candains doing the same thing but then it's morally wrong because everyone's not same, same way just check out there's a lot of people who does bad things in public who are the citizens of Canada and who are doing bad stuff, imagine I make a video saying that "The stupid canadians who doesn't follow rules" that video will also show partial truth of some Canadians doing stupid things but associating Canada's name would spread racism against them which is wrong, same way you could've made a video on illigal immigrants who came from india but you choose to get more engagement by using racist terms and things which will make people think that all indians are same, in conclusion I just want to say that in america the highest earners are American-indians and I really thank us government for giving opportunities to them but they not only worked hard for those opportunities but they also worked more then the Americans to get to the top, if the America would have a better person to be the ceo of Google then sundar pichai must have been in india but since he's the best he's at the top same way every american-indian or legal immigrants not only worked hard to get there but also worked more to reach where they are, YOU HATE US, CAUSE YOU AIN'T US. (If you have talent skills and passion come to India and try to become ceo of Reliance industries or TATA group and if you really manage to do it I will not only say sorry but I will myself get all the Indians out of Canada) ✌️♌
Identity Attack0.27991617
Insult0.16337912
Profanity0.07514556
Threat0.058826666
Severe Toxicity0.014382465
Low Tox 0.27525392 Constructive 0.818 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Invasion...
15:58 Yeah should be happy its Indians honestly. And I cant fualt that community for not having homless, they probably take care of their own. But is at fualt for this, is the level in …
15:58 Yeah should be happy its Indians honestly. And I cant fualt that community for not having homless, they probably take care of their own. But is at fualt for this, is the level in which the people coming sometimes do know the fruad going on through the government and seem to tihnk they are entitled. But not their fualt at the end of the day.. And the only thing I would be angry about is, one if I was already living there and there wasnt some vote to let it happen. And in that case, if there was, then its really on the community for not saying no. But no, the trouble is when we hear and they pay no taxes, but this 3 times disabled dude whos worked 20 years already and paid, doesnt get any help. Yeah, thats appearantly here in America and Canada. Is their a reason our governments cannot do this proper and with class?
Identity Attack0.28034934
Insult0.10148193
Profanity0.16078159
Threat0.031314444
Severe Toxicity0.014511578
Low Tox 0.27525392 Constructive 0.832 Policy_Critique
Dec 27, 2025 Inside Canada's Indian Metropolis (Brampton)
12:23 heres the thing this Jamaican man making this video is Canadian as far as im concerned. Why because he cares about Canada and our values
12:23 heres the thing this Jamaican man making this video is Canadian as far as im concerned. Why because he cares about Canada and our values
Identity Attack0.24970764
Insult0.07555214
Profanity0.06044999
Threat0.009696201
Severe Toxicity0.010986328
Low Tox 0.27412915 Constructive 0.544
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
I read the comments first before watching the video, and the negativity was strong. So I watched the video expecting to hear the Indians sounding terrible and entitled, and instead it's obvious they're just like …
I read the comments first before watching the video, and the negativity was strong. So I watched the video expecting to hear the Indians sounding terrible and entitled, and instead it's obvious they're just like every other group of immigrants who ever came before them, including those from Europe. The guy at 9:35 got lots of negative comments, but it's clear that he's the typical inspirational immigrant story, coming here, studying and working hard, and eventually achieving his degree, which brings him a better life in a prosperous country, the exact same thing Europeans came to Ellis Island for 100 years ago. And they also created Irish, Italian, Greek, etc. enclaves withing major cities. Also they say Brampton only had 18,000 people 50 years ago, and are upset that now it has 750,000, and all the growth has been from Indians. So then what's the problem? They didn't even displace anyone, they just moved to an area that was previously a small town on the outskirts of Toronto, and is now a major suburb. That growth of suburbs has happened over the last 50 years in every city in North America, from both domestic and immigrant people choosing to settle there. Did you expect a town that close to Toronto to experience zero growth over 50 years?!! While every other suburban area on the continent grows? If so, then you clearly aren't the brightest bulb.
Identity Attack0.2854555
Insult0.1505596
Profanity0.09389619
Threat0.012181788
Severe Toxicity0.012054443
Low Tox 0.27412915 Constructive 0.817
Oct 5, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
People make negative comments because they’re looking at people of non white race and they’re visual presentation Some people of non white race are not migrants just like whites blacks Chinese have fallen on bad …
People make negative comments because they’re looking at people of non white race and they’re visual presentation Some people of non white race are not migrants just like whites blacks Chinese have fallen on bad times and lost they’re way they don’t look so good But these are people that fought for this city when things were better for them so watch your comments because you don’t know a person’s situation
Identity Attack0.30103904
Insult0.08434689
Profanity0.058946952
Threat0.007974415
Severe Toxicity0.009422302
Low Tox 0.27236435 Constructive 0.591
Aug 26, 2025 Why Canadians Are Turning Against …
dude you going undercover towards the end was insane! did you get nervous or worried that things were gonna go very bad?
dude you going undercover towards the end was insane! did you get nervous or worried that things were gonna go very bad?
Identity Attack0.005105704
Insult0.17734702
Profanity0.07967158
Threat0.009747985
Severe Toxicity0.005302429
Low Tox 0.27236435 Moderate Con 0.45 Meta_Commentary
Feb 25, 2026 Inside Canada's Indian Invasion...
I’m a white American recently retired at 63. There are millions here and in Canada that are / will be collecting Social Security or the Canadian Equivalent. If we want those funds to be there …
I’m a white American recently retired at 63. There are millions here and in Canada that are / will be collecting Social Security or the Canadian Equivalent. If we want those funds to be there in the future we absolutely MUST have immigration. In my family we had 11 girls born 1994-2006. Exactly 2 of these women are moms and they have 1 kid. That’s called population collapse. Any economy to continue prospering needs a continual supply of new workers paying taxes. White people ain’t doing it. Whether it’s Indians in Canada or Hispanics in the US, we need these people. These immigrant communities also practice the principles that made America/ Canada great. Faith family and community. Anyone heard of the recent trend in America of kids in their 20s-40s want to divorce their PARENTS??? Yeah it’s a thing. I bet there’s not a whisper of that garbage in immigrant communities. I’m all for it. We need these people. And that’s the plain truth.
Identity Attack0.29188538
Insult0.083359696
Profanity0.057443913
Threat0.0097738765
Severe Toxicity0.010223389
Low Tox 0.27047762 Constructive 0.721
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigrants are a good thing and Sikhs are especially kind people, but there needs to be checks and balances which Canada has failed miserably at.
Immigrants are a good thing and Sikhs are especially kind people, but there needs to be checks and balances which Canada has failed miserably at.
Identity Attack0.1808059
Insult0.19734058
Profanity0.05543986
Threat0.0071847234
Severe Toxicity0.004863739
Low Tox 0.27047762 Constructive 0.584 Moral_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
"Without warning tightened immigration" The last 3 years of Trudeau's reign were Canadians, actual Canadians who can vote, screaming at Trudeau to cut the immigration numbers. Anyone angry about it is just pissed that they …
"Without warning tightened immigration" The last 3 years of Trudeau's reign were Canadians, actual Canadians who can vote, screaming at Trudeau to cut the immigration numbers. Anyone angry about it is just pissed that they can't cry more since Carney isn't making a circus of the whole thing.
Identity Attack0.034816213
Insult0.24287975
Profanity0.10054382
Threat0.008505191
Severe Toxicity0.005493164
Low Tox 0.26859093 Moderate Con 0.486 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Canada…Canada..stop..stop..visa,immigration & refugees..all frauds with government..be like’s president TRUMPS..he is absolutely right…otherwise ..we will be next USA..unemployment ,inflation…& more crime…wakes up…they peoples gets undeserved benefits from Canada governments..we know everything..how governments authorities..don’t know this all …
Canada…Canada..stop..stop..visa,immigration & refugees..all frauds with government..be like’s president TRUMPS..he is absolutely right…otherwise ..we will be next USA..unemployment ,inflation…& more crime…wakes up…they peoples gets undeserved benefits from Canada governments..we know everything..how governments authorities..don’t know this all scandals..wondering…some thing big way wrong going on government side’s also…go deeply…once again I repeat..refugees status very big scandals kicks them immediately out of Canada..most of them working..unofficial in cash payments received…& government all benefits & finance enjoying…that’s more burden on governments & tax payers in Canada..wakes up..mercy less..immediately..still not too late..otherwise once in futures Canadian citizens will be refugees…we know at least India…consultants & contacts in Canada..sir..wakes up..wakes up.
Identity Attack0.2127345
Insult0.16817254
Profanity0.02344803
Threat0.010835429
Severe Toxicity0.009651184
Low Tox 0.26859093 Constructive 0.532
Nov 8, 2025 1 likes IRCC Names India in Study …

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.