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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 #}

Comment Explorer

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Active: "As a Canadian living in …" 435 comments · Page 2 of 18
I live in suburban Toronto right next to Brampton, thanks for bringing attention to this matter. Everything you showed in this video is 100% facts. These guys have turned Toronto into a crime-ridden shithole, tons …
I live in suburban Toronto right next to Brampton, thanks for bringing attention to this matter. Everything you showed in this video is 100% facts. These guys have turned Toronto into a crime-ridden shithole, tons of home invasions, auto thefts and robberies are through the roof, taking all of the jobs and opportunities away from young Canadians, etc. Youth unemployment in Canada is 25% all because of these guys. These Indians use these shitty no-name "colleges" to sneak their way into Canada and then don't leave when their visas expire and work illegally under table, not paying taxes on their income like the rest of us do. In Brampton, you'll often find 3-4+ families living in the same house. Pretty much any restaurant or establishment you go to, there will be mostly Indians working there, barely any white people. It's a plague.
Identity Attack0.5135796
Insult0.5177041
Profanity0.50818664
Threat0.03718498
Severe Toxicity0.17926651
Moderate 0.5721988 Constructive 0.719 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, …
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, safe, secure and welcoming nation. So many Indians in Brampton because they have to live together for safety. They can avoid, racism, hatred, violence that way but still they can’t escape. Now it became favorite place for racist people, racist YouTubers etc. Indians are works in low wage jobs because they are not getting jobs according to their degrees, qualifications they have to do low wage jobs and even getting low wage jobs is very difficult. At least 12% Indians are jobless. Only some Indians help them and that’s why you find some place only indians. You can find many well educated even doctors, master degree engineers etc working in low wage jobs. You can just imagine lives of Those Indians who working with racist Canadians. Many people committed and committing suicide. This is state sponsored racism top to bottom so They are getting no help from anywhere. Canada making billions by international student and that way they getting low wage labourers still those young students getting racism, hatred like they are the problem of all problems of Canada. Racism, discrimination, hatred, violence against Indians is so normalise people don’t even hesitate. Really it’s horrible situation for Indians in Canada. Just look at the comments. Those racist, hateful people will going to get special place in hell. ( plz don’t delete comments.)
Identity Attack0.57150364
Insult0.5543018
Profanity0.13785136
Threat0.013528148
Severe Toxicity0.048457388
Moderate 0.568186 Constructive 0.579 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
NOTICE HOW NONE OF THEM SAY THEIR CANADIAN....because they aren't. I'm Canadian (my family has been here for 150+ yrs) We absolutely hate these street shi tt3. r5 and i use to live in Mississauga …
NOTICE HOW NONE OF THEM SAY THEIR CANADIAN....because they aren't. I'm Canadian (my family has been here for 150+ yrs) We absolutely hate these street shi tt3. r5 and i use to live in Mississauga so i know how grotesque they are. ABSOLUTE P@r@s¡t3s Even my 4yr old says he wouldn’t pull down his pants & poop on a bus….JS
Identity Attack0.28034934
Insult0.4962726
Profanity0.4242778
Threat0.027515862
Severe Toxicity0.1597006
Moderate 0.55739564 Constructive 0.548
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This haplened over decades of bringing in millions of immigrants a year .. last year they brought over half a million immigrants even though we have a housing crisis .. once again due to mass …
This haplened over decades of bringing in millions of immigrants a year .. last year they brought over half a million immigrants even though we have a housing crisis .. once again due to mass immigration .. just stop bringing in temp workers just because they're subsidized.. send the shit immigrants back home .. we will have more jobs for the people that are actually born here .. there will be places for our citizens to live ... all these things our citizens should have .. It just needs to stop Canadian women need to spread their legs and produce more kids .. but can't do that because no one is able to support another person .. because we cannot even support ourselves due to the lack of jobs and places because of immigrants
Identity Attack0.46028158
Insult0.5101222
Profanity0.47435758
Threat0.053330876
Severe Toxicity0.16960317
Moderate 0.55739564 Moderate Con 0.426 Insult
Sep 8, 2025 Why Canadians Are Turning Against …
The Truth is: "PEOPLE ARE HYPOCRITE". People have double standards. People live in cognitive dissonance. "I came from Portugal or Poland but I don't like the new immigrants" isn't this funny. Canada has a short …
The Truth is: "PEOPLE ARE HYPOCRITE". People have double standards. People live in cognitive dissonance. "I came from Portugal or Poland but I don't like the new immigrants" isn't this funny. Canada has a short history, it was founded a couple of centuries ago, in that sense, every Canadian was an immigrant at some point. For them, the white people, the problem is not immigration, but the brown people. "We hindus don't say Christianity or islam is bad" liar......here in india majority of hindus hate muslims to their core, hindus don't like sikhs, they dont like Christians, hindus don't even like fellow hindus, that are so-called lower caste. And here in punjab some portion of punjabis are furious about the migration of workers, labourers that come from UP & Bihar provinces. In their mind, the migration is an existential threat to the punjabi identity and community. But those hypocrites don't think like that when they move to abroad.
Identity Attack0.46028158
Insult0.56997263
Profanity0.1067334
Threat0.00899713
Severe Toxicity0.023076924
Moderate 0.53579444 Constructive 0.545 Insult
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Deport them all!! If they can’t live the Canadian culture, then they need to get out, enough with them taking over and spewing hatred and violence. So sick of this. Canada has false leaders governing …
Deport them all!! If they can’t live the Canadian culture, then they need to get out, enough with them taking over and spewing hatred and violence. So sick of this. Canada has false leaders governing this country…it’s a shame, such evil crawling around. The goal for all these immigrants is to take control of all the countries they migrated to…enough is enough!!!🛑
Identity Attack0.5039629
Insult0.5015486
Profanity0.0913099
Threat0.15434735
Severe Toxicity0.024678862
Moderate 0.53579444 Moderate Con 0.323 Identity Attack Insult
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Pay no taxes really , like white Canadians are the one who are lazy , do no work pay no taxes live on government money which is our taxes paid !!!
Pay no taxes really , like white Canadians are the one who are lazy , do no work pay no taxes live on government money which is our taxes paid !!!
Identity Attack0.55044734
Insult0.5129801
Profanity0.070942834
Threat0.009178371
Severe Toxicity0.023076924
Moderate 0.53579444 Low Con 0.241 Identity Attack Insult
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian i just wanna say we love immigrants, ask any Canadian we love fillipinos more than other Canadians. East Indians are rude, dirty and hate our people. They deserve every bit of hate …
As a Canadian i just wanna say we love immigrants, ask any Canadian we love fillipinos more than other Canadians. East Indians are rude, dirty and hate our people. They deserve every bit of hate they get and i cant wait until Canadians finally send them all home. Not to mention they live like complete animals 5-10 of them in a 2 bedroom apartment (ive seen it with my own eyes delivering furniture). They then save up their money as a group buy up a business then only hire their own. They are a disgusting group of people t hat need to be banned from every country outside of their own.
Identity Attack0.5707127
Insult0.5332045
Profanity0.19401662
Threat0.045572113
Severe Toxicity0.15179962
Moderate 0.52811706 Constructive 0.523 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, …
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, and knowing that they will vote for them the same as the Democrats in the United States did that’s the plan. Do you remember when Trudeau said , the immigrants are more Canadian than you are because you take for granted your Canadian ship and that they are the true Canadians not us votes in the bag. Liberals have one how many times we’re doomed. We don’t live in Canada anymore. We live in, CANASTAN AND ALL AMERICAN CANADIENS ARE THE DUMBEST DECEPTION IS IN THE BRAIN. THEY DON’T EVEN REALIZE WHERE ALL AMERICANS LIVING IN NORTH AMERICA MAY THE TRUTH SET YOU FREE LOOK IN THE MIRROR IF YOU BECOME WHAT YOU HATE????
Identity Attack0.36702603
Insult0.57787937
Profanity0.25001678
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.52272606 Moderate Con 0.344 Insult Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree... They did this on purpose with malice and forethought... Read agenda 2030 proudly written by circus …
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree... They did this on purpose with malice and forethought... Read agenda 2030 proudly written by circus clown carney where he plans to invite a total of 65 million muslims from africa, middle east and the third world making our population 100,000,000. we will be outnumbered by indians from india, middle east, and Africans. The problem with any immigration is when we only take the best and the brightest we are stealing away the future from those nations, when we take in the illeterate we are burden by their tribal backward ideologies, and have to care for these people from cradle to grave as they will never be able to compete in an open job market where every grade three student has a better education than they. We MUST send them all home. ALL OF THEM. Why are we allowing a man who hasn't lived in Canada for over thirty years, a man whos primary residence is in New York state to be leader? He's not truly Canadian, and shouldn't have been allowed to enter public office.
Identity Attack0.44690517
Insult0.5130944
Profanity0.1413768
Threat0.49142194
Severe Toxicity0.15443328
Moderate 0.52007306 Moderate Con 0.431 Insult Unverified_Claim
Feb 24, 2026 1 likes LILLEY UNLEASHED: The fall of …
Illegal immigration and greedy politicians have sucked the beautiful country and its multi cultural population. Canadian people are leaving the country or living in worries
Illegal immigration and greedy politicians have sucked the beautiful country and its multi cultural population. Canadian people are leaving the country or living in worries
Identity Attack0.41975367
Insult0.489133
Profanity0.34391102
Threat0.010447056
Severe Toxicity0.024631912
Moderate 0.51980776 Moderate Con 0.479
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
LIES ! Lies Lies ! As Neil deGrasse Tyson would say it ! Pretending to be decent people…….THAT “”white/Cream ”” woman ! In the 51 years I have lived in Ontario as a Canadian Citizen……Canada …
LIES ! Lies Lies ! As Neil deGrasse Tyson would say it ! Pretending to be decent people…….THAT “”white/Cream ”” woman ! In the 51 years I have lived in Ontario as a Canadian Citizen……Canada have always been a Racist Country Starting with The Indigenous people Of Canada !!! Remember Mike Harris the Butcher !!!
Identity Attack0.50588524
Insult0.48675314
Profanity0.042413518
Threat0.008285114
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.364 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
All the White Canadians blaming Indians for immigrating while their own Government is the one who put them in this mess. Not a single Indian would be in Canada if it wasn't for your own …
All the White Canadians blaming Indians for immigrating while their own Government is the one who put them in this mess. Not a single Indian would be in Canada if it wasn't for your own Government allowing them in. You don't want Indians, go change your freaking Government instead of recording videos of immigrants living in an immigrant enclave like every other immigrant community does. At the end of the day, you get the Government you deserve.
Identity Attack0.5502601
Insult0.4794537
Profanity0.39207047
Threat0.018364733
Severe Toxicity0.06488878
Moderate 0.51980776 Moderate Con 0.347 Identity Attack
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Lazy canadian. They don't work. They live on govt funds n investment abroad. Never worked. Mechanic, driver, shopkeeper, mall worker, nurse, doctor, IT guys. All r immigrants. Future is bleak.
Lazy canadian. They don't work. They live on govt funds n investment abroad. Never worked. Mechanic, driver, shopkeeper, mall worker, nurse, doctor, IT guys. All r immigrants. Future is bleak.
Identity Attack0.5135796
Insult0.5130944
Profanity0.052934792
Threat0.00823333
Severe Toxicity0.023076924
Moderate 0.51869136 Low Con 0.214 Identity Attack Insult Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Why is it majority of immigrants are living in new homes and driving new cars while Canadians are being removed and left homeless while getting the bill for all the immigrants? Disgusting Liberal Government..
Why is it majority of immigrants are living in new homes and driving new cars while Canadians are being removed and left homeless while getting the bill for all the immigrants? Disgusting Liberal Government..
Identity Attack0.4006267
Insult0.54471385
Profanity0.068967216
Threat0.009411395
Severe Toxicity0.018126737
Moderate 0.51869136 Moderate Con 0.385 Insult Unverified_Claim
Dec 26, 2025 Deportations From Canada at Their …
My wife's family is from Canada. When we go visit family and take our son to the parks, there are tons of Indian kids that don't even speak English being watched by old Indian men …
My wife's family is from Canada. When we go visit family and take our son to the parks, there are tons of Indian kids that don't even speak English being watched by old Indian men who do no parenting and also speak no English. You can't argue with them or it's a "hate crime." Local Canadians live in fear of the government protecting these worthless people.
Identity Attack0.4774257
Insult0.53014356
Profanity0.07999486
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.5140397 Constructive 0.608 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
We do not need muslim to to organize our country Respect us and Remember our Country was the One of the Best to live in , Leave like us Canadian or may be go back …
We do not need muslim to to organize our country Respect us and Remember our Country was the One of the Best to live in , Leave like us Canadian or may be go back to your country
Identity Attack0.5913144
Insult0.36798462
Profanity0.078378424
Threat0.017846745
Severe Toxicity0.0475607
Moderate 0.509388 Moderate Con 0.364 Identity Attack Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Canada has a government that is destroying our country. The working class gets to pay for all these immigrants that live better and have more benefits than Canadians. Working Canadians are struggling to live. Our …
Canada has a government that is destroying our country. The working class gets to pay for all these immigrants that live better and have more benefits than Canadians. Working Canadians are struggling to live. Our adult children have no hope of owning homes. We need to get rid of the corrupt liberals!!!!!!!
Identity Attack0.3817989
Insult0.5130944
Profanity0.0569429
Threat0.1954604
Severe Toxicity0.023076924
Moderate 0.50789946 Moderate Con 0.429 Insult Economic_Argument
Mar 3, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, …
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, we need mass deportation now. Muslims dont belong in western societies, Muslims should only live in muslim countries, there are 50 muslim countries, pick one. This is getting ridiculous, canada has lost its identity, these rotten politicians are not listening to Canadians.
Identity Attack0.53446084
Insult0.48228607
Profanity0.13168186
Threat0.039602257
Severe Toxicity0.02406851
Moderate 0.50503236 Moderate Con 0.343 Identity Attack Identity_Assertion
Jun 18, 2025 1 likes How Canada broke its immigration …
SO I WOULD LIKE TO SET UP A HOUSE HOLD CAN I HAVE $50.000 I KNOW OF A HOUSE FOR SALE OH CRAP I'M CANADIAN ONLY PRIVILEGE IS TO RENT OR LIVE ON STREET MOST …
SO I WOULD LIKE TO SET UP A HOUSE HOLD CAN I HAVE $50.000 I KNOW OF A HOUSE FOR SALE OH CRAP I'M CANADIAN ONLY PRIVILEGE IS TO RENT OR LIVE ON STREET MOST CANADIANS ARE HOMELESS RENTERS SUPPORTING THEIR PURCHASE.
Identity Attack0.28034934
Insult0.40243408
Profanity0.45190978
Threat0.010938995
Severe Toxicity0.023927659
Moderate 0.50503236 Moderate Con 0.482
Mar 22, 2020 How much do refugees and …
Video about how unwanted Indians have taken over a Canadian city ends up being predominantly about bashing Africans, talking about how their IQ is lower than 70. Whatever that means. However, the poor, “you know …
Video about how unwanted Indians have taken over a Canadian city ends up being predominantly about bashing Africans, talking about how their IQ is lower than 70. Whatever that means. However, the poor, “you know what” thrash won’t acknowledge same low IQ Africans don’t have forged certificates, don’t get their degrees from diploma mills like these Indians and actually go to proper Universities. They’re also hardworking, respectful folks who are not in your face and haven’t tried to take over Canada. I was born in Nigeria. I don’t live in Canada not because of Indians, though I see far too many of them in Lagos (because believe it or not, they’re everywhere) but because of personal preferences. Notice how the bikey cr@ck$r was riding on a bike while those he insults are doctors, lawyers, pharmacists, professors, musicians, athletes etc. I know them because many are my friends and former university colleagues here in America. Africans, especially Nigerians are leading in academia, medicine, music, movies. Unlike Indians they also excel in sports the world over, not just pretentious degrees, most of which are cooked up. African is recognized or respected only when he’s white like Elon Musk and Peter Thiel. And yes, cr@ck$rs are mad everywhere bcos the world they thought belonged to them turns out doesn’t at all. They don’t want to work, want to sit in their mom’s basement smoking joint all day, then use their “you know what” privilege to get ahead just because of their skin color and place of birth lands that belonged to other groups which they forcibly stole and developed with unpaid labor & resources, which they also stole from Africa and Indian sub continent. Anyone of you praising bikey should show me your college degree and I’ll give you $100 real dollars. Remind me again when that smart Nigeria Prince wipes out your bank account in his/her internet scam, how stupid he is with low IQ under 70. LOSERS!
Identity Attack0.5498214
Insult0.5130944
Profanity0.22612886
Threat0.020609349
Severe Toxicity0.042180564
Moderate 0.5024724 Constructive 0.565 Identity Attack Insult Policy_Critique
Feb 9, 2026 Inside Canada's Indian Invasion...
Dear god. These snowflakes crying Full of bull💩. I’m Canadian that lives in Alberta And I can say it’s not as bad as these snowflakes are saying
Dear god. These snowflakes crying Full of bull💩. I’m Canadian that lives in Alberta And I can say it’s not as bad as these snowflakes are saying
Identity Attack0.1808059
Insult0.49389273
Profanity0.39409557
Threat0.009463178
Severe Toxicity0.02430326
Moderate 0.4977744 Moderate Con 0.383
Aug 25, 2025 Why Canadians Are Turning Against …
Quit being so damn soft Canada. Our lives are at stake. Do what you need to do to make Canadians safe again. Be hard on the criminals UNAPOLOGETICALLY!!!!!!
Quit being so damn soft Canada. Our lives are at stake. Do what you need to do to make Canadians safe again. Be hard on the criminals UNAPOLOGETICALLY!!!!!!
Identity Attack0.17614605
Insult0.47384647
Profanity0.4113413
Threat0.02803385
Severe Toxicity0.023645958
Moderate 0.4850187 Moderate Con 0.317 Fear_Threat
Feb 20, 2026 Canadian immigration officers investigating hundreds …
That was such an ignorant comment about Muslims and Africans. As an Egyptian Muslim who has lived in Canada for five years, I’ve found most Canadians to be incredibly friendly. It’s a shame to hear …
That was such an ignorant comment about Muslims and Africans. As an Egyptian Muslim who has lived in Canada for five years, I’ve found most Canadians to be incredibly friendly. It’s a shame to hear such rhetoric when a significant portion of the workforce and healthcare system , the people serving Canadians every day, are Muslim and/or African.
Identity Attack0.50515443
Insult0.4810288
Profanity0.055940874
Threat0.007029374
Severe Toxicity0.017997624
Moderate 0.4826145 Constructive 0.773 Identity Attack Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our …
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our country 🙄. You can't be that dumb. I'm not trying to be harsh, but most of us speak our language and 1 or 2 languages from the European settlers here. It really suits everyone here to never bring Indigenous people into your conversations while you call it "Your country, your 'Canada', you culture". Everyone who's ancestors aren't from need to do better. It blows my mind how you come here and fight against each other while being immigrants yourselves. You demand assimilation from others while you yourselves aren't Indigenous, and don't make the slightest effort to assimilation to OUR culture. Complete hypocrites.🤣🤣🤣 If I were you, I'd be ashamed. I can't see myself ever going to someone else's country, living in it, let alone being born in it, and have the audacity to act and speak with that amount of utter continuous ignorance and disrespect the way most of the European settlers and other settlers/"Canadians" do. Do better before complaining about each other cause, you're no better and immigrants yourselves. Oh ya, and film Native Child in the background at 7:06, the place not First Nations operated known for stealing our children and getting tons of funding to line their pockets while almost all reserves have no clean drinking water, houses breaking down, unable to get work outside due to racist from all types of immigrants (yes, including European 'Canadians'), but putting a video of a European 'Canadian' talking about not being able to afford cable and her bills. Because these things are happening to European settlers/ 'Canadians', now it's finally a problem. The IRONY.
Identity Attack0.36702603
Insult0.5130944
Profanity0.18909787
Threat0.008867673
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.592 Insult
Aug 28, 2025 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.