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Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

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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 why Assimilation is …" 445 comments · Page 5 of 18
Assimilate or GTFO
Assimilate or GTFO
Identity Attack0.03919895
Insult0.3388922
Profanity0.39409557
Threat0.03407705
Severe Toxicity0.02430326
Moderate 0.41910073 Low Con 0.142 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian invasion. Those invaders do not assimilate
Indian invasion. Those invaders do not assimilate
Identity Attack0.48915586
Insult0.26957804
Profanity0.14049543
Threat0.02855184
Severe Toxicity0.023076924
Moderate 0.41910073 Low Con 0.19
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and …
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and the city was a great blue collar town to spend time in… ever since the Indian invasion I almost never go, seeing people defaecate and urinate frequently in public, the abhorrent driving, the dirtiness, & the incredible rudeness of the Indian population has made me not visit in yrs now. It’s getting worse in other areas like Niagara as well, where the same problem is occurring. What kills me is that if anyone who’s white speaks up about this the pathetic liberals instantly call you a “bigot” or a “Racist” for simply stating facts and expressing how MANY of us are feeling. A vast majority of Canadians had NO problem with the initial influx of Indians moving here in the early 2000’s they came over we’re very respectful, assimilated, became Canadians, & respected Canada and Canadians… this last 15 yrs has been the exact opposite.
Identity Attack0.4453683
Insult0.40243408
Profanity0.26735115
Threat0.030623792
Severe Toxicity0.023927659
Moderate 0.41168427 Constructive 0.738 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They want to make Canada look like India, but don't want to improve their own country? F that. I'd be pissed if my elders tried to force their customs and beliefs onto another in Canada …
They want to make Canada look like India, but don't want to improve their own country? F that. I'd be pissed if my elders tried to force their customs and beliefs onto another in Canada or America. Jewish are doing it too. They don't assimilate whileaking you pay for their welfare.
Identity Attack0.45348886
Insult0.34101152
Profanity0.29984993
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.41168427 Constructive 0.562 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
13:00 The fact the trafficker has zero shame and asked to meet outside a holy place the sikh temple is despicable. Sikhs are a peaceful respectful people, but these newer generations are arrogant and are …
13:00 The fact the trafficker has zero shame and asked to meet outside a holy place the sikh temple is despicable. Sikhs are a peaceful respectful people, but these newer generations are arrogant and are eroding selfishly the hard work done by assimilated Sikhs generations before. The trafficker needs to goto jail.
Identity Attack0.2795294
Insult0.41767508
Profanity0.1110661
Threat0.06755528
Severe Toxicity0.018707745
Moderate 0.40614098 Constructive 0.552 Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their …
That polish guy saying Indians walk naked inside their houses, while walking naked on the streets. And people saying Indians don’t assimilate, when do white people assimilate with others. And if people don’t keep their neighborhood clean and work only on clash, then it’s the system’s fault and pole hole that is letting them exploit it, fix the system. And why the heck the Gov letting immigrants in if it’s doing no good to the country. Simply because left a gov that will put a stop to immigration.
Identity Attack0.40158966
Insult0.35161978
Profanity0.3351773
Threat0.029587816
Severe Toxicity0.023317307
Moderate 0.40614098 Constructive 0.517
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Immigrants who refuse to assimilate shouldn't be there.
Immigrants who refuse to assimilate shouldn't be there.
Identity Attack0.49032792
Insult0.20668297
Profanity0.09518933
Threat0.05559385
Severe Toxicity0.023076924
Moderate 0.40336934 Low Con 0.232
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Imo this isn't colonization or an invasion, no one's getting r*ped killed or forcefully moved from their homes. They are weak and choose to move away from the Indians. Also many Indians will adapt a …
Imo this isn't colonization or an invasion, no one's getting r*ped killed or forcefully moved from their homes. They are weak and choose to move away from the Indians. Also many Indians will adapt a more western lifestyle overtime due to assimilation so cleanliness won't be a big concern overtime. In history migrations like this happen and have happened so many times and sometimes the demographic of a country is permanently changed, it always happens. Stop complaining about it, nothing lasts forever.
Identity Attack0.38699543
Insult0.34314156
Profanity0.4185329
Threat0.13127698
Severe Toxicity0.0394905
Moderate 0.40336934 Constructive 0.568 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
8:30 I am not really sure about what that bold guy says is entirely true. How can one drive an uber without a license. Uber and Lyft put you through a process before you drive. …
8:30 I am not really sure about what that bold guy says is entirely true. How can one drive an uber without a license. Uber and Lyft put you through a process before you drive. You can't operate on their app without being vetted and if he saw someone using someone else's uber he should report their ass ASAP. Assimilation is cultural difference is a real problem I agree but a lot of Immigrants are hardworking law abiding people.
Identity Attack0.11512129
Insult0.26957804
Profanity0.39409557
Threat0.013424582
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.854
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Assimilation doesn't happen overnight and never has, this scaremongering is ridiculous and the rhetoric in the comments is very harmful
Assimilation doesn't happen overnight and never has, this scaremongering is ridiculous and the rhetoric in the comments is very harmful
Identity Attack0.029402243
Insult0.42167732
Profanity0.16636424
Threat0.008919456
Severe Toxicity0.010681152
Moderate 0.4013387 Constructive 0.535
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Shame on @rocanews for platforming lies and nonsense. Have multiple people claim that folks here don't have their " papers " without the research to back it up is wild. Also to claim they don't …
Shame on @rocanews for platforming lies and nonsense. Have multiple people claim that folks here don't have their " papers " without the research to back it up is wild. Also to claim they don't pay taxes is also Wild. And to claim that they don't have jobs is also wild. Also the white lady who bold face declared the Brampton used to be majority White, and is now upset that it's not is very telling lol. In her own words it used to be Multicultural but it's now bicultural. The gag is when it was majority white it wasn't bicultural because to her white people are always the norm lol. I'd like more evidence into how the Indian population has not assimilated. Wearing their own cultural clothes and worshiping where they choose to does not mean you have in a simulated LOL. Giving the mic to folks to spew unchecked nonsense is wild and you should all be utterly ashamed of yourselves. Did you feature any gudwara? Those are Sikh temples that provide lunger AKA free meals to people of any background. I've gone to Vancouver and seen it filled with tons of white and black who but looking for a meal and they were not turned away.
Identity Attack0.34000012
Insult0.40243408
Profanity0.12096943
Threat0.011379151
Severe Toxicity0.020257099
Moderate 0.4013387 Constructive 0.678
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even worse. Almost never seeing any other race but Indian lol. It all has to do with Trudeau's dad designating that city as a go-to place for Indian migrants. The Trudeau's are part of the whole Satanic New World Order, and part of that order is using mass immigration as a weapon to destroy 1st world countries. His father started it back in the 70s. And yeah the driving is absolutely horrible. The car insurance skyrocketed. They destroyed the city I grew up in. It's a shit hole now. Many of them will tell you that India itself is a shit hole, but the more of them that come to Brampton, or wherever, they turn it into India. I don't consider it racism. It's their people but it's not like it's all of them, but it is a lot. From personal observance, they're the most unhygienic people I've ever met, and they love easy jobs the involve scamming others out of money. All of those scam callers are Indian. Nothing else. They have no dignity. No self respect. They just want money and don't care how to get it. I generally don't like them, but it's because of their negative behaviors. There are plenty of other races that come to Canada that people love. Have you ever heard of anyone complain about Filipinos? No. They're loved. They come here and know how to assimilate while keeping their own heritage intact in respect to our own. They're friendly, respectful, hygienic. Indian people just want to come here and make this place Indian and they have tons of kids, so that's exactly what's happening. Brampton was cooked years ago. It's just going to devour itself and fully become an extension of India, and it already has been spreading out from Brampton to the surrounding cities.
Identity Attack0.40158966
Insult0.37392882
Profanity0.2801717
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.689 Personal_Narrative
Feb 15, 2026 Inside Canada's Indian Invasion...
They dont want to assimilate into our culture, and there are A LOT of Indians here, and I NEVER see indians hanging out with white or black people, i only see them with other indians. …
They dont want to assimilate into our culture, and there are A LOT of Indians here, and I NEVER see indians hanging out with white or black people, i only see them with other indians. If u like india so much, why spend all your money to come here? It's true doe!
Identity Attack0.49584505
Insult0.18604483
Profanity0.12158839
Threat0.0130621
Severe Toxicity0.023076924
Moderate 0.39987978 Constructive 0.578 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
So Indians pull the majority of the tax burden and these rednecks reap the rewards eh!? Then they want Indians to "assimilate" 😂😂 keep dreaming...can govt is smart
So Indians pull the majority of the tax burden and these rednecks reap the rewards eh!? Then they want Indians to "assimilate" 😂😂 keep dreaming...can govt is smart
Identity Attack0.4508763
Insult0.36021477
Profanity0.11168506
Threat0.009825659
Severe Toxicity0.022322904
Moderate 0.39987978 Low Con 0.189
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in …
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in comparison to how many Illegal Mexicans there are in the USA, totally flying under the radar, protected by a corrupt leftist media, & because they are protected by leftist towns, their city council, etc...and compromised leftist law enforcement, who also, btw, pay these ppl to gangstalk & harass, and illegally surveille, American citizens in these invaded towns. These ppl always travel in packs and gangs of people so they all support each other with money and aid in teaming up against others they hate; they believe America belongs to them & are ignorant of historical Facts & even so, do not care, and these ppl who refuse to assimilate or get legal citizenship, act entitled & present an attitude that everything here and everywhere but especially in America, is for Theirs for the taking...including white men...girls. They also have a very high rate of drug use / smuggling, early pregnancy among females, violence; gangs, etc...etc..far greater corruption & deviance than Indian culture which many of these things are mostly non-existent...at least Indians are intelligent & keep to themselves & are quiet....not that I support an all- out invasion...Attention though needs to also be on how illegal Hispanic culture, etc...has completely changed, and not for the better; the demographic & atmosphere of once peaceful, and at least once fairly educated, once nice looking American cities & towns...& they are taking all of our jobs, & then forcing applicants to learn the language of these foreign invaders, discriminating against citizens who don't speak their language; these ppl are getting massive funding in all sorts from all sorts of NGO's & elsewhere..: they are also driving far better, & more expensive vehicles than many citizens...so where is the money coming from...& they're buying up all our land, building housing for themselves, family, & for other illegals...which is, of course also corrupt & illegal...Money hungry & leftist leaning Real estate agents are just pushing these housing applicants through...no background check, nothing, and no one is investigating just that aspect alone...Many are also now copying American culture & opening up these copied businesses to monetarily capitalize on what sets Americans apart from Hispanic culture. And also...illegals are literally, violently Hunting ICE...threatening them, hurting and killing them, at the behest of other corrupt officials who invaded and took political power for a corrupt agenda; it is beyond treason. This is quite sad though for Canada...all of our towns are being deliberately RUINED BY GLOBALISM.
Identity Attack0.46028158
Insult0.34548226
Profanity0.0741757
Threat0.01750142
Severe Toxicity0.020257099
Moderate 0.39987978 Constructive 0.646 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. …
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. So then those same Indians grouped together and created their business for their own and now you complain we do not assimilate. Dude clean your own backyard before complaining about others. If they do not work why there are no Indian homeless. They worked hard, harder your 5 generations combined thats why they were able to build houses. Their bathrooms are bigger then your bedrooms. If now have something to complain you are free to leave the country. so at 3:00 he is saying, it does not cost illegals a penny to go to hospital. How many illegals has he smuggled into Canada. Any person in Canada without the provincial insurance has to pay everything out of pocket. I just got my dads blood work done today and he is on a visitor visa. It costed me $750 dollars, and before that just a walk in visit costed me $$175 dollars. And about paying taxes, I garuntee you a single houshold of Indians pay more in Taxes than a whole street of these white shit heads. The amount of myths they have created around immigrants is astonishing. There is is a reason conservatives loves the poor and the uneducated. You can clearly see the stark difference between how a Canadian born and raised person is speaking about other and how an immigrant is speaking about others and distributing free food and serving the society. THe people who have never tried to help anyone will always be jealous of those who help and prosper. We did not came from broken country, we just came here for a little better life which we have gotten with our hardwork and we owe nothing to these half ass naked shit rags complaining about immigrants when they themselves are either one or descendants of immigrants.
Identity Attack0.46028158
Insult0.33998606
Profanity0.08290444
Threat0.011974656
Severe Toxicity0.02116089
Moderate 0.3974717 Constructive 0.587
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian this is so embarrassing 😳. Indians please assimilate. Please please. And to Canadian government restrict visas. Blame lies more on you. You let so many Indian in. Instead of blaming Indians, Canadian …
As an Indian this is so embarrassing 😳. Indians please assimilate. Please please. And to Canadian government restrict visas. Blame lies more on you. You let so many Indian in. Instead of blaming Indians, Canadian government needs to take right steps.
Identity Attack0.46028158
Insult0.27146968
Profanity0.044167064
Threat0.009411395
Severe Toxicity0.015415368
Moderate 0.3969567 Moderate Con 0.351 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
If you go to a country better respect the value and culture of the area and assimilate with them and I think Indian mostly does that. Be useful the country or otherwise leave. But the …
If you go to a country better respect the value and culture of the area and assimilate with them and I think Indian mostly does that. Be useful the country or otherwise leave. But the guy on the bike is quite racists nobody east poop but people who don't wash their @$$ after business don't have to give hygienic advice 😂
Identity Attack0.37082586
Insult0.3416952
Profanity0.2366394
Threat0.011430934
Severe Toxicity0.023076924
Moderate 0.39644176 Constructive 0.535 Moral_Argument
Feb 4, 2026 Inside Canada's Indian Invasion...
Notice how Indians are used by Israel’s to spread propaganda about Muslims on social media yet you have them everywhere not assimilating and causing crime.
Notice how Indians are used by Israel’s to spread propaganda about Muslims on social media yet you have them everywhere not assimilating and causing crime.
Identity Attack0.48915586
Insult0.24287975
Profanity0.041160982
Threat0.021990653
Severe Toxicity0.018836858
Moderate 0.39231625 Moderate Con 0.33 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
We don't need or want immigrants who will not assimilate.
We don't need or want immigrants who will not assimilate.
Identity Attack0.46028158
Insult0.18107465
Profanity0.0684662
Threat0.013372798
Severe Toxicity0.020515325
Moderate 0.39231625 Low Con 0.268 Identity_Assertion
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
its the same complain all over the world...immigration and immigrants was all well and good until early 2000s when those immigrants came to wor and build a life and assimilated and there was healthy distribution …
its the same complain all over the world...immigration and immigrants was all well and good until early 2000s when those immigrants came to wor and build a life and assimilated and there was healthy distribution of all ethnics and races...after mid 2000s was when immigration went of the rope for europe and north america and all sorts of looneys got through...and because of them the good immigrants from prior are suffering the most as they are also seen as pests...
Identity Attack0.36702603
Insult0.40420914
Profanity0.08678388
Threat0.00899713
Severe Toxicity0.01483436
Moderate 0.39231625 Constructive 0.621
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is insane and suicidal for west, all first world countries. People leaving their third world countries should also leave their third world country habits. It's so frustrating to see migrants not assimilate into the …
This is insane and suicidal for west, all first world countries. People leaving their third world countries should also leave their third world country habits. It's so frustrating to see migrants not assimilate into the countries they are moving into. It's too high rate of immigration that's threatening the fabric the west. All they have is racist and white and colonial guilt to insinuate their way in. Objectively saying, the west is collapsing rapidly than we can realize and react. Having too many guests threatens your safety and the wellbeing of your children. Having immigrants is good, but it has to be well regulated, monitored ensuring assimilation and culture compliant. To those navie westerners, too foolishly craving immigrants, why don't you try to move to their countries? Your moral virtues should serve you first.
Identity Attack0.40883094
Insult0.34237885
Profanity0.09583591
Threat0.06205949
Severe Toxicity0.021806452
Moderate 0.39021665 Moderate Con 0.489 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
White folks act like the world was made for them and for them only. White people are not indigenous to to Canada. Did white Canadians learn any indigenous languages? So why do they complain about …
White folks act like the world was made for them and for them only. White people are not indigenous to to Canada. Did white Canadians learn any indigenous languages? So why do they complain about assimilation? The world is changing.
Identity Attack0.4830652
Insult0.16817254
Profanity0.043415543
Threat0.00756015
Severe Toxicity0.015350811
Moderate 0.3827457 Moderate Con 0.451
Aug 27, 2025 Why Canadians Are Turning Against …
This video sounds very racist, I grew up here since 1989. The video is a bit extreme, but there is definitely a lack of assimilation. But the same goes for the native communities, we just …
This video sounds very racist, I grew up here since 1989. The video is a bit extreme, but there is definitely a lack of assimilation. But the same goes for the native communities, we just put them in the middle of nowhere and killed their kids in schools centuries ago. Canadians let them get addicted to drugs and let their communities crumble. Now when a community shows up with a harder WORK ETHIC than the locals, THERE IS A PROBLEM???? Its called Getting on the GRIND. But @6:40 Not all the Kids... but a good portion are TAKING AWAY OUR IDENTITY. I work with some amazing humble guys from India... but the same does not go for the rest.
Identity Attack0.27701542
Insult0.30797598
Profanity0.06395709
Threat0.12536226
Severe Toxicity0.02296847
Moderate 0.37751234 Constructive 0.718 Personal_Narrative
Sep 25, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
They made it so we can't have kids, then the gov subsidizes CORPSorations with our money so that CANADIANS don't get hired. D E P O R T. Enough is enough. I know many LEGAL …
They made it so we can't have kids, then the gov subsidizes CORPSorations with our money so that CANADIANS don't get hired. D E P O R T. Enough is enough. I know many LEGAL immigrants, friends, who get the concept of assimilation and why. I'd NEVER go to another country and expect special treatment or rights. This isn't going to end well.
Identity Attack0.25309357
Insult0.40243408
Profanity0.09868695
Threat0.008505191
Severe Toxicity0.013801457
Moderate 0.37751234 Constructive 0.632 Economic_Argument
Aug 25, 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.