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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: "well this is what you …" 686 comments · Page 14 of 28
This is the Canadian govt’s fault for not making immigration stricter and allowing low tier Indians in. I’m not sure why they weren’t more selective in handing out visas cause their mishandling of immigration just …
This is the Canadian govt’s fault for not making immigration stricter and allowing low tier Indians in. I’m not sure why they weren’t more selective in handing out visas cause their mishandling of immigration just paints a bad picture of all Indian immigrants (even those who assimilate with the country and contribute strongly to the economy). The US at least keeps immigration under control and only allows mostly smart Indians in. The Indian demographic in the US achieved the highest average annual salaries and most have assimilated well. That’s proof the US carried out good immigration control.
Identity Attack0.23467018
Insult0.07745308
Profanity0.017162729
Threat0.0075083673
Severe Toxicity0.004463196
Low Tox 0.20172562 Constructive 0.665 Policy_Critique
Feb 12, 2026 Inside Canada's Indian Invasion...
An investigation into NGO's and charities receiving all kinds of funding from the Liberal party to support the oppressed. People come into our country and get aid and assistance on how to work the system. …
An investigation into NGO's and charities receiving all kinds of funding from the Liberal party to support the oppressed. People come into our country and get aid and assistance on how to work the system. Cancel Critical Race Theory initiatives as well. Laith Marouf is a perfect example of the grift.
Identity Attack0.04306607
Insult0.1378885
Profanity0.019348921
Threat0.007262398
Severe Toxicity0.0028800964
Low Tox 0.20149297 Constructive 0.542 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Well it's a misplaced hatred, it should be against Government, but they are calling immigrants. Government didn't even look at refugees criminal records.
Well it's a misplaced hatred, it should be against Government, but they are calling immigrants. Government didn't even look at refugees criminal records.
Identity Attack0.16159154
Insult0.06582214
Profanity0.019553876
Threat0.008065036
Severe Toxicity0.0036811829
Low Tox 0.20126031 Moderate Con 0.442
Aug 27, 2025 Why Canadians Are Turning Against …
They are too many migrants in Canada, thats a fact. A lot if illegals as well.
They are too many migrants in Canada, thats a fact. A lot if illegals as well.
Identity Attack0.22063516
Insult0.06652143
Profanity0.013985921
Threat0.006304411
Severe Toxicity0.0039100647
Low Tox 0.20102765 Moderate Con 0.395 Fear_Threat
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
The problem is, Canadian govt called too many..and that's all for money. Coming as a student needs lifetime savings. For anyone who doesn't know, it take upwards of $50k dollar to come to Canada as …
The problem is, Canadian govt called too many..and that's all for money. Coming as a student needs lifetime savings. For anyone who doesn't know, it take upwards of $50k dollar to come to Canada as a student And that's for those diploma mill colleges. And students need an Extra 20k , often more to pay the remaining fee for next year, which means they have to work no matter what. This is why you see Indians working everywhere. Anyone saying there are too many Indians, well its because you are too greedy for that money
Identity Attack0.18235919
Insult0.081261896
Profanity0.025770858
Threat0.007586042
Severe Toxicity0.005455017
Low Tox 0.200795 Constructive 0.514 Policy_Critique
Feb 16, 2026 Inside Canada's Indian Invasion...
And these immigrants (all of them) must come to Canada after a very rigorous vetting screening process, bring their own money to support themselves during their entire stay in Canada, pay out of their own …
And these immigrants (all of them) must come to Canada after a very rigorous vetting screening process, bring their own money to support themselves during their entire stay in Canada, pay out of their own pocket for their medical expenses. Nothing should be paid by the host country...NOTHING. I don't have any recollection of ever going to a restaurant or hotel/motel and the country that im visiting is covering ALL OF MY LIVING COSTS DURING MY ENTIRE STAY. SO WHY SHOULD CANADA PAY TO HAVE THESE IMMIGRANTS IN THE COUNTRY, TAKING OUR JOBS, YET WE AS TAXPAYERS PAY FOR EVERYTHING FOR THEM. UH-UH, NO WAY, THATS NOT RIGHT. THEY should not have (or require) an interpretor in court, government office, at a traffic stop or anywhere. If the roles were reversed, Canadiens going to their foreign land definitely WOULD NOT RECEIVE ALL OF THE BENEFITS THAT THEY RECEIVE FROM OUR COUNTRY CALLED CANADA. People MUST VOICE THEIR opinions about their own lives and how these immigrants are raping our country for everything it has, and yet true Canadians get to lose more and more of their precious homeland. Ive seen muslim women and their children make some makeshift porter-potty curtained up where the deficate, and urinate in a hole dug into the sand ON THE BEACH and when they're ready to leave, they bury up the hole in the (BEACH SAND) sand, remove their tent and walk off the beach leaving behind them (I guess for Canadians to enjoy their presence on our soil) their little disgusting biohazard ☣️ waste in a public place where everyone walks bear foot, and use their bare hands. Thats simply revolting. JUST IMAGINE THE NEXT DAY, THAT A CANADIAN CHILD DIGS IN THE SAND TO PLAY WITH THRIR TOY CARS ETC. WHAT DISGUSTING MESS TO FIND AT THE BEACG. WHAT SICKNESSES DO THESE MUSLIMS (OBSERVED LEAVING THAT MINI SEPTIC SYSTEM THE PREVIOUS DAY) HAVE, AND WILL GET THE TRUE CANADIANS ILL AS A RESULT OF THEM IMPOSING THEIR FILTHY CULTURE WITH THEM. Frankly, as for myself, i can very well do without their presence because they do not respect our beautiful Canada. They're violent, rape and gang rape our young girls, attack our Canadians, won't assimilate to the ways of this country, wont speak our 2 official languages, wont follow our laws, bring with them the criminal element of using guns and knives and unspeakable violence. Please government of Canada; SEND THEM IMMEDIATELY BACK TO THEIR COUNTRY NEVER TO RETURN. From Canada 🇨🇦 ❤❤❤❤i subscribed, and love your message ❤️ on your channel. From Canada 🇨🇦 ❤️❤️❤️
Identity Attack0.15731181
Insult0.071433455
Profanity0.023243073
Threat0.0072235605
Severe Toxicity0.0064086914
Low Tox 0.20032968 Constructive 0.663 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two …
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two provinces/states - Punjab and Gujarat. From Punjab - Most of the population who migrates to Canada are villagers. They are notoriously famous in Punjab cities as well for creating trouble. They have no civic sense, always getting involved in illegal stuff, some use drugs, no etiquettes, poor hygiene and very arrogant sometimes. Another thing, Canadian government over the years stopped taking in-person interviews and got lenient with rules for gaining a visa especially for students which doesn't make sense and one should be catious so of what kind of people they are letting in their country. This leads to letting in a bunch of wrong people who are already a troublemaker in Punjab and then represents a bad of side of Indians. A side note - Every Indian province is very very different and not all people are same in India. It's definitely a shit situation which shows Canadian government definitely needed a better way to handle immigration. A lot of international students has been exploited by the system as well if you get to know from there point of view as well. Seeing the thumbnail and title of this video shows what kind of a person Tyler is. Without a proper research and understanding, he just made a video to appease people who hates on Indians. Title says Invasion, is he for real? I see way more Chinese immigrants here in Canada than any other nationality. Punjabi Indians are to be blamed as for creating a bad picture for themselves but hating on whole country without knowing them feels prejudiced. I hope whoever is reading to really open their eyes and understands that this is a government failure for not having strict rules and regulations. Indians have been immigrating to Canada for more than 100 years but you see them as a problem now due to last 8 years of bad decisions. Last thing, you see more Indians in Tim Hortons and mock them, is that a bad thing on loving and supporting a Canadian brand? Definitely poor english speaking employees is a problem, but that is a management issue. You don't like it, have a word with the Manager if they don't act on it, then I guess they don't really care for your opinion. Its on you now whether you want your coffee or better english 😂
Identity Attack0.17536941
Insult0.08831572
Profanity0.022423252
Threat0.008789998
Severe Toxicity0.0049591064
Low Tox 0.20009702 Constructive 0.774 Policy_Critique
Feb 20, 2026 Inside Canada's Indian Invasion...
And these immigrants (all of them) must come to Canada after a very rigorous vetting screening process, bring their own money to support themselves during their entire stay in Canada, pay out of their own …
And these immigrants (all of them) must come to Canada after a very rigorous vetting screening process, bring their own money to support themselves during their entire stay in Canada, pay out of their own pocket for their medical expenses. Nothing should be paid by the host country...NOTHING. I don't have any recollection of ever going to a restaurant or hotel/motel and the country that im visiting is covering ALL OF MY LIVING COSTS DURING MY ENTIRE STAY. SO WHY SHOULD CANADA PAY TO HAVE THESE IMMIGRANTS IN THE COUNTRY, TAKING OUR JOBS, YET WE AS TAXPAYERS PAY FOR EVERYTHING FOR THEM. UH-UH, NO WAY, THATS NOT RIGHT. THEY should not have (or require) an interpretor in court, government office, at a traffic stop or anywhere. If the roles were reversed, Canadiens going to their foreign land definitely WOULD NOT RECEIVE ALL OF THE BENEFITS THAT THEY RECEIVE FROM OUR COUNTRY CALLED CANADA. People MUST VOICE THEIR opinions about their own lives and how these immigrants are raping our country for everything it has, and yet true Canadians get to lose more and more of their precious homeland. Ive seen muslim women and their children make some makeshift porter-potty curtained up where the deficate, and urinate in a hole dug into the sand ON THE BEACH and when they're ready to leave, they bury up the hole in the (BEACH SAND) sand, remove their tent and walk off the beach leaving behind them (I guess for Canadians to enjoy their presence on our soil) their little disgusting biohazard ☣️ waste in a public place where everyone walks bear foot, and use their bare hands. Thats simply revolting. JUST IMAGINE THE NEXT DAY, THAT A CANADIAN CHILD DIGS IN THE SAND TO PLAY WITH THRIR TOY CARS ETC. WHAT DISGUSTING MESS TO FIND AT THE BEACG. WHAT SICKNESSES DO THESE MUSLIMS (OBSERVED LEAVING THAT MINI SEPTIC SYSTEM THE PREVIOUS DAY) HAVE, AND WILL GET THE TRUE CANADIANS ILL AS A RESULT OF THEM IMPOSING THEIR FILTHY CULTURE WITH THEM. Frankly, as for myself, i can very well do without their presence because they do not respect our beautiful Canada. They're violent, rape and gang rape our young girls, attack our Canadians, won't assimilate to the ways of this country, wont speak our 2 official languages, wont follow our laws, bring with them the criminal element of using guns and knives and unspeakable violence. Please government of Canada; SEND THEM IMMEDIATELY BACK TO THEIR COUNTRY NEVER TO RETURN. From Canada 🇨🇦 ❤❤❤❤
Identity Attack0.1508922
Insult0.070799805
Profanity0.023174755
Threat0.0072106146
Severe Toxicity0.0063705444
Low Tox 0.19986437 Constructive 0.615 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
Well... have a taste of your own medicine!
Well... have a taste of your own medicine!
Identity Attack0.005401687
Insult0.081508696
Profanity0.017162729
Threat0.0083886795
Severe Toxicity0.0035476685
Low Tox 0.1996317 Low Con 0.216 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in …
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in the 2010s hearing about immigrants/refugees not assimilating in Europe and constantly just thought "well why don't they just do immigration with strong assimilation like we do here in Canada?", and now we had 4 years of sloppy immigration give or take, unfortunate. At least the straight up policies that led to this influx of poorly managed immigration is removed, but the same leaders and cabinet members and the like of the liberal government are present. Oh and did I mention they keep privatizing things, throwing money at mining industries without any seeing of the benefit to working Canadians realistically, and planning to build a pipeline by like 2035 towards east Asia which will likely be majority renewable energy by then, without actually trying to address the issues now present from the 4 years of sloppy immigration policy?
Identity Attack0.10221587
Insult0.08508729
Profanity0.05543986
Threat0.008246276
Severe Toxicity0.0051498413
Low Tox 0.1996317 Constructive 0.765 Policy_Critique
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
They shouldn't get anything I thought this was about America Canada has lost you might as well get a hijab
They shouldn't get anything I thought this was about America Canada has lost you might as well get a hijab
Identity Attack0.10815793
Insult0.06634661
Profanity0.026044132
Threat0.011689849
Severe Toxicity0.006790161
Low Tox 0.1996317 Moderate Con 0.309 Identity_Assertion
Nov 3, 2025 How much do refugees and …
If deportees are illegal...than well done.
If deportees are illegal...than well done.
Identity Attack0.1232452
Insult0.061276767
Profanity0.016616182
Threat0.009540852
Severe Toxicity0.0043296814
Low Tox 0.1991664 Low Con 0.283 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
well done. we need to crack down on the abuse and send those that are illegally here back. more needs to be done
well done. we need to crack down on the abuse and send those that are illegally here back. more needs to be done
Identity Attack0.14875233
Insult0.05086332
Profanity0.016957775
Threat0.042662576
Severe Toxicity0.0059890747
Low Tox 0.19893374 Moderate Con 0.479 Call_To_Action
Oct 1, 2025 IRCC Names India in Study …
That's why Africa in the past was a major civilization. Well it has nothing to do with western countries destroying and looting Africa for centuries.
That's why Africa in the past was a major civilization. Well it has nothing to do with western countries destroying and looting Africa for centuries.
Identity Attack0.18468912
Insult0.046178754
Profanity0.031140719
Threat0.03165977
Severe Toxicity0.0065994263
Low Tox 0.19870108 Moderate Con 0.322 Moral_Argument
Mar 2, 2026 5 likes Inside Canada's Indian Invasion...
As an American born Punjabi, I used to visit Canada when i was young (90's) and it was a beautiful place. Now I dread going there because the Canadian culture is lost. It's over run …
As an American born Punjabi, I used to visit Canada when i was young (90's) and it was a beautiful place. Now I dread going there because the Canadian culture is lost. It's over run with Indians and they don't share the same value or even cultural norms as Westerners. I see this problem in America as well but it's nto just Indians. In America, it's every country in the world that comes and interacts with their own community and there's no assimilation. Even as a second generation American, I still feel like a guest in this country and I am grateful for the Americans to have allowed my family to come here to live with them. Citizenship is just a piece of paper though. I know if I didn't assimilate, they could send me to India even if I know nothing about it. It's just basic humility.
Identity Attack0.2463217
Insult0.070799805
Profanity0.028503597
Threat0.007637825
Severe Toxicity0.006904602
Low Tox 0.19789438 Constructive 0.836
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
So sorry Brampton. This is awful. Many cities are going through this as well just not to this extreme. our governments sure have destroyed Canada forever. No wonder Countries like Mexico are seeing such Expat …
So sorry Brampton. This is awful. Many cities are going through this as well just not to this extreme. our governments sure have destroyed Canada forever. No wonder Countries like Mexico are seeing such Expat growth. Many Canadians moving out of the country.
Identity Attack0.105836816
Insult0.075868964
Profanity0.016547862
Threat0.00951496
Severe Toxicity0.0034713745
Low Tox 0.19694418 Constructive 0.624
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of …
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of all these, an estimated 1.5 million people are either overstaying or have entered illegally. 3. Pakistanis and Bangladeshis are also involved in illegal activities (I’m not defending Indians—they are also involved, I’ll come to that). If you ask them, many will claim to be Indians. You can see the same trend in the UK as well. The reason I’m mentioning them is because they have a similar appearance to Indians. 4. Almost half of the Indians in Canada are living there illegally. Why do I say this? Because here in India I personally know many people from Punjab and Haryana who go there. In both states, you can easily find many agents who reassure people that they can send them to Canada or the USA without much difficulty. You can also see the trend among Punjabis—many aspire to drive trucks and cars in Canada. In India, people often see Punjabis as if their only purpose in life is to go to Canada. I love Punjabi people, but I don’t like this mindset. 5. So, the people you see doing disgusting things are most likely illegal immigrants. Why? Because genuine people go there to educate themselves and contribute something meaningful to the culture—not to behave like those individuals. 6. I really hope Canada can recover from this. I have a friend who went there in 2015, and he once told me to visit the country. Canadians are truly amazing, and the natural beauty (except the winter!) is so nice. Please, Canadian government, take some steps for the well-being of your people.❤
Identity Attack0.2308735
Insult0.05964688
Profanity0.035399333
Threat0.01238892
Severe Toxicity0.007095337
Low Tox 0.19504376 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I would like to see Tyler interview the Native Americans in Montana. My cousin went to, I believe it was Billings, Montana. He had a lot of people just being straight up rude towards him, …
I would like to see Tyler interview the Native Americans in Montana. My cousin went to, I believe it was Billings, Montana. He had a lot of people just being straight up rude towards him, and when he was talking to some of the locals, they said that the Native Americans hate other Americans. Just thought it’d be interesting to see them talk about it. That and how the native Hawaiians hate Tourists. (Nassau Bahamas would be a good one. They have that massive Atlantis waterpark and casino which the locals are not allowed in. And you have to drive through the town before you get to the entrance of the park. All the buildings are all boarded up people just sitting in the streets, all ragged. Well, tourist are partying in this massive waterpark with a lazy river that goes around the entire park)
Identity Attack0.14661247
Insult0.082866095
Profanity0.027000591
Threat0.009256045
Severe Toxicity0.0049591064
Low Tox 0.19504376 Constructive 0.706 Comparative_Framing
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
It's very unfortunate what that guy claims about Islam, I am Muslim being in canada for 15 years, I integrated very well while I respect my religion and others. What he said we do not …
It's very unfortunate what that guy claims about Islam, I am Muslim being in canada for 15 years, I integrated very well while I respect my religion and others. What he said we do not claim it being Muslims. In Rome do like the Romans. Period!
Identity Attack0.26325142
Insult0.042665333
Profanity0.01627459
Threat0.0066927844
Severe Toxicity0.0037765503
Low Tox 0.19504376 Constructive 0.85 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
As a Canadian we genuinely need to ship them all back 😂 the ones born here and know our ways are set. The ones the come bringing there ways from back home. Nah, we aren’t …
As a Canadian we genuinely need to ship them all back 😂 the ones born here and know our ways are set. The ones the come bringing there ways from back home. Nah, we aren’t a giant dumping ground like back home, there’s bathrooms in homes and businesses, and we mainly speak English. Don’t like it.. well you found your way here, not hard to go HOME 😂😂
Identity Attack0.10221587
Insult0.06921569
Profanity0.022423252
Threat0.011042561
Severe Toxicity0.0062942505
Low Tox 0.19409354 Moderate Con 0.469 Identity_Assertion
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
Such a threat to our humanity. Seems coordinated and international. Seems systemic and well organized and well funded! Its time to DRAIN THE SWAMP !!!! God protect our children, elderly! Protect our moral leaders and …
Such a threat to our humanity. Seems coordinated and international. Seems systemic and well organized and well funded! Its time to DRAIN THE SWAMP !!!! God protect our children, elderly! Protect our moral leaders and help our Military!!!!
Identity Attack0.011025362
Insult0.061626412
Profanity0.021740068
Threat0.061089642
Severe Toxicity0.007171631
Low Tox 0.19314334 Moderate Con 0.339 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
0:12 Well, when you want an HONEST opinion!!!
0:12 Well, when you want an HONEST opinion!!!
Identity Attack0.009434453
Insult0.04207976
Profanity0.03765389
Threat0.010188141
Severe Toxicity0.006790161
Low Tox 0.19124292 Low Con 0.219
Jan 27, 2026 15 likes Inside Canada's Indian Invasion...
It makes you understand why so many Americans voted for Trump and support ICE. The extreme left media like CBC and CNN try to make it out like a bad thing, but Canada needs ICE …
It makes you understand why so many Americans voted for Trump and support ICE. The extreme left media like CBC and CNN try to make it out like a bad thing, but Canada needs ICE as well. We need these people out of our country…NOW!!!❤🇨🇦
Identity Attack0.05976611
Insult0.0816321
Profanity0.014703264
Threat0.012440704
Severe Toxicity0.004119873
Low Tox 0.19124292 Constructive 0.557
Sep 30, 2025 5 likes IRCC Names India in Study …
And didn’t they vote in another liberal just to spite Trump? Well done, you played yourself
And didn’t they vote in another liberal just to spite Trump? Well done, you played yourself
Identity Attack0.013043936
Insult0.08831572
Profanity0.026317406
Threat0.00948907
Severe Toxicity0.0031089783
Low Tox 0.1893425 Low Con 0.259
Jan 27, 2026 Inside Canada's Indian Invasion...
Everyone is getting hurt by it. IS suffer as well, since they gambled on coming to Canada thinking they could improve their life conditions in here. Instead, they find a country with no jobs, high …
Everyone is getting hurt by it. IS suffer as well, since they gambled on coming to Canada thinking they could improve their life conditions in here. Instead, they find a country with no jobs, high living costs and tuition. IS and Canadians are getting ripped off.
Identity Attack0.10235514
Insult0.07270074
Profanity0.026863953
Threat0.011612174
Severe Toxicity0.003967285
Low Tox 0.1893425 Constructive 0.527 Economic_Argument
Feb 26, 2026 Why Canada’s immigration system has …

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.