Skip to content
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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "You can complain about it …" 289 comments · Page 7 of 12
Ain’t this what European did to First Nations people in Canada? The f you complain about it!
Ain’t this what European did to First Nations people in Canada? The f you complain about it!
Identity Attack0.048737846
Insult0.16480011
Profanity0.28364125
Threat0.008401625
Severe Toxicity0.010910034
Low Tox 0.2855005 Low Con 0.29 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
When the Asian lady is complaining about their driving…
When the Asian lady is complaining about their driving…
Identity Attack0.35299334
Insult0.083359696
Profanity0.053435806
Threat0.008919456
Severe Toxicity0.0073623657
Low Tox 0.2854971 Moderate Con 0.354 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy with an accent is complaining. People complaining and saying multicultural city aka white majority.
The guy with an accent is complaining. People complaining and saying multicultural city aka white majority.
Identity Attack0.31307843
Insult0.08434689
Profanity0.037403382
Threat0.008311004
Severe Toxicity0.008392334
Low Tox 0.2854835 Moderate Con 0.305 Identity_Assertion
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
These comments are jokes … I’m a born and raised Canadian who’s parents came here in the 1960 to British Columbia , Brampton is beautiful city a lot of this hate towards it is just …
These comments are jokes … I’m a born and raised Canadian who’s parents came here in the 1960 to British Columbia , Brampton is beautiful city a lot of this hate towards it is just racism .. go to Markham filled with Chinese’s who’s stores names are written in their language they even had police station setup , go to Mississauga area filled with Arabs, go to parkdale filled with Philippines and Tibetan … every city in this country has sub section of communities and if people have issue with immigration go and complain to the government that’s allowing it to happen by selling false dreams … immigration is open to anyone as long as you have the money to support your stay here along with the necessary paperwork… plus half of the people complaining about jobs go and ask manager why they hire international kids .. cause they actually show up to work since they gotta work had to pay for high cost of living.. unlike most of the Canadian born kids that will call in sick cause they stayed up until 3 playing video games , it has nothing to do with skin color but work ethics
Identity Attack0.26325142
Insult0.16989174
Profanity0.03715288
Threat0.008841781
Severe Toxicity0.009727478
Low Tox 0.28547668 Constructive 0.686
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
European Colonizers finally Complaining in Pain.. Karma catches up with all someday or the other...
European Colonizers finally Complaining in Pain.. Karma catches up with all someday or the other...
Identity Attack0.23770751
Insult0.09270445
Profanity0.051181246
Threat0.022163315
Severe Toxicity0.012703998
Low Tox 0.28087774 Low Con 0.211 Moral_Argument
Nov 2, 2025 2 likes 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)
All the European origin people complaining about immigrants in what used to be a native American land 😂
All the European origin people complaining about immigrants in what used to be a native American land 😂
Identity Attack0.28622448
Insult0.077136256
Profanity0.04592061
Threat0.008039144
Severe Toxicity0.0076675415
Low Tox 0.2763787 Low Con 0.202 Humor_Satire
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
I agree with the comments of the immigrant contributors. You come here for a better life, that’s why you left your country. Now that you’re here, you refuse to integrate with this country’s rules and …
I agree with the comments of the immigrant contributors. You come here for a better life, that’s why you left your country. Now that you’re here, you refuse to integrate with this country’s rules and way of life. You bring your religion with you and that fine BUT, practice it in your places of worship and not force it down our throats. Further, don’t try to change our culture by crying foul every time you don’t get your way. The politicians have to change their corrupt ways of cater for a vote and uphold the values, rules and laws of this country…..unfortunately it may be too late. The media is fueling the immigrant hate by not addressing some facts. Facts like these jobs that they want now were looked down upon by the residents as being beneath them. The immigrants took those jobs at minimum wage, dirty menial jobs that you did not want. Now that the job market is almost non-existent, you’re complaining about no jobs. The jobs would have been yours if you didn’t think it was beneath you when it was available. The term that fits is “ snooze, you lose “.
Identity Attack0.18903255
Insult0.24171697
Profanity0.026317406
Threat0.0083886795
Severe Toxicity0.0062179565
Low Tox 0.27525392 Constructive 0.637
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
It's karma. Europeans invaded and colonized mostly every country and island in this world, now they have the nerve to complain. I love how karma has its way of getting back what your ancestors took …
It's karma. Europeans invaded and colonized mostly every country and island in this world, now they have the nerve to complain. I love how karma has its way of getting back what your ancestors took away from most.😂
Identity Attack0.23998553
Insult0.0836065
Profanity0.06295506
Threat0.0138755
Severe Toxicity0.011367798
Low Tox 0.27412915 Moderate Con 0.398 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
No body stop you to make babies.because you guys go against nature now complain from A-z ,seriously.
No body stop you to make babies.because you guys go against nature now complain from A-z ,seriously.
Identity Attack0.027413858
Insult0.1505596
Profanity0.09195647
Threat0.011405042
Severe Toxicity0.009841919
Low Tox 0.27412915 Low Con 0.15 Moral_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
If you are one of those complaining about Trump deporting immigrants guess what??? Now it’s your time to take one and put them in your house
If you are one of those complaining about Trump deporting immigrants guess what??? Now it’s your time to take one and put them in your house
Identity Attack0.24801466
Insult0.0838533
Profanity0.018529098
Threat0.031314444
Severe Toxicity0.0074005127
Low Tox 0.27412915 Low Con 0.283
Jan 5, 2026 1 likes Migrants cross into Canada near …
Why are we counting how many white people work in Tim hortons… we would be complaining if they weren’t working.
Why are we counting how many white people work in Tim hortons… we would be complaining if they weren’t working.
Identity Attack0.2854555
Insult0.06599696
Profanity0.028640235
Threat0.008789998
Severe Toxicity0.006942749
Low Tox 0.26859093 Low Con 0.296 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians help only Indians. I spoke with a professor from an American university in the Midwest, and he stated that the faculty is complaining about too many Indians at the university, including faculty from India.
Indians help only Indians. I spoke with a professor from an American university in the Midwest, and he stated that the faculty is complaining about too many Indians at the university, including faculty from India.
Identity Attack0.36702603
Insult0.06757036
Profanity0.023516348
Threat0.0076637166
Severe Toxicity0.0060272217
Low Tox 0.2667042 Constructive 0.613 Unverified_Claim
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Not Canada per se, but baised on my coworkers even the Indians have Indian fatigue now. Especially with the older skilled Indians workers who have aasemulated into the country and came here the honest way. …
Not Canada per se, but baised on my coworkers even the Indians have Indian fatigue now. Especially with the older skilled Indians workers who have aasemulated into the country and came here the honest way. They're always complaining how it's now so easy to get into the country, with relaxed polices and poor vetting and how these newer influxes do not like to assemulate into their new country, and bring their bad practices over here. And annoyed why are importing non skilled workers when locals are struggling for jobs, describing why we do not need more Uber drivers and mc donalds workers. They're were telling me there's recently been a large influx buying their degrees for like $10k and getting here on skilled visas without thorough checks. because of relaxed policies as a result of our majority of young skilled citizens here leaving the country in record numbers since COVID.
Identity Attack0.28034934
Insult0.16751462
Profanity0.052183274
Threat0.009981008
Severe Toxicity0.009651184
Low Tox 0.26293078 Constructive 0.772
Jan 27, 2026 Inside Canada's Indian Invasion...
That white woman talking about people not being alive when history happened, she’s alive watching history happen right now so she can’t complain about it
That white woman talking about people not being alive when history happened, she’s alive watching history happen right now so she can’t complain about it
Identity Attack0.2783691
Insult0.06582214
Profanity0.062454045
Threat0.01254427
Severe Toxicity0.00957489
Low Tox 0.26293078 Low Con 0.285 Meta_Commentary
Sep 10, 2025 Why Canadians Are Turning Against …
The actions of few spoiled Indians affect the entire Decent Indian community and India. Canada is in need of labour force due to less population and India has more population but insuffient jobs to engage …
The actions of few spoiled Indians affect the entire Decent Indian community and India. Canada is in need of labour force due to less population and India has more population but insuffient jobs to engage people. If this scenario is reversed Indians would be complaining like canadians do. So the problem is not one way, just becos reducing immigrants does not solve the issue. people have to see things past nationality or physical identity into the statistics. even though canada has professionals of their own there are people who work with dedication and who work without interest, or recent generation being attracted to digital life instead of understanding that college degrees in mainstream subjects are what earns them job and also they have to show dedication and hardwork along with smart work, comply by the work place rules and so on... this goes to all invariable of who they are. all these started changing and now people instead of trying to correct these small changes that lead to these large issues of cost of living and low wages, have now started to pit against live people and their race, nationality or culture. There are good and bad people eveyrwhere, people cant justify the actions of drug addicts roaming the streets and that has increased a lot now, people acting violently against others just becos they dont have what the other has, and so on. but instead of addressing the high amount of actions that are happening around our own country, it has become easy to put blame on each other. I am not justfying the actions of these bad indians who has done these stuff. but we have to see the other side of it before making this a International Issue. Yes, few Indians are bad but not the entire community. Canada has its own needs that needs a lot of hands and support. So, only if we change our perspective beyond the emotional BS we exhibit, we can address the real issue with real solutions. BTW becoz of these things private companies are the one profitting not the Govt.
Identity Attack0.2839175
Insult0.15982662
Profanity0.023584666
Threat0.0084793
Severe Toxicity0.0075531006
Low Tox 0.26293078 Constructive 0.768
Aug 25, 2025 Why Canadians Are Turning Against …
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, …
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, etc. and the complaining of dominating every industry? I’m not sure what angle that is. Maybe the other groups should do better at dominating industries or advocate for businesses to hire other Canadians (equal opportunity employment). And the whole “ cow poop video” Tyler posted is one village in India ; which of course makes Indians collectively look bad and gives way for many of you in the comments to continually perpetuate this idea that Indians are sub-human. And Tyler, word of advice, if you’re going to show parts of the Indian community and Hinduism religion in Canada — at least learn to pronounce words correctly so you don’t sound like a complete idiot.
Identity Attack0.21075934
Insult0.16124763
Profanity0.05268429
Threat0.009359611
Severe Toxicity0.0077819824
Low Tox 0.25462922 Constructive 0.677 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The guy who is saying he is a muslim and will take over this country he is not muslim he is hindu and Muslims will never ever say that. Muslims were in this country for …
The guy who is saying he is a muslim and will take over this country he is not muslim he is hindu and Muslims will never ever say that. Muslims were in this country for 100years but never ever did anyone complain about them
Identity Attack0.31015682
Insult0.083112895
Profanity0.05268429
Threat0.01101667
Severe Toxicity0.012207031
Low Tox 0.25462922 Moderate Con 0.405
Aug 24, 2025 Why Canadians Are Turning Against …
0:36 That guy is saying that ....they sell and buy among themselves..... The fact is that they eat rice and lentils with spices kind of food ...so obviously they will buy that stuff from those …
0:36 That guy is saying that ....they sell and buy among themselves..... The fact is that they eat rice and lentils with spices kind of food ...so obviously they will buy that stuff from those people who sell it. The Canadian white people should focus on doing South Asian business and stuff rather than complaining.
Identity Attack0.28034934
Insult0.07491849
Profanity0.025907494
Threat0.0074306927
Severe Toxicity0.0051879883
Low Tox 0.25462922 Constructive 0.533 Identity_Assertion
Oct 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I think you yt people there should just enjoy the curry and stop complaining.
I think you yt people there should just enjoy the curry and stop complaining.
Identity Attack0.028016793
Insult0.107333586
Profanity0.07676199
Threat0.009981008
Severe Toxicity0.0059127808
Low Tox 0.25462922 Moderate Con 0.356 Humor_Satire
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Meat eaters complaining about vegetarians
Meat eaters complaining about vegetarians
Identity Attack0.13805299
Insult0.12883772
Profanity0.07643871
Threat0.0091524795
Severe Toxicity0.008201599
Low Tox 0.25462922 Low Con 0.25 Humor_Satire
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
It's so paradoxical that the indians back in India and abroad are projecting different outlooks about immigration and assimilation. I think it's absurd. In recent India, they look down upon immigration in India and complain …
It's so paradoxical that the indians back in India and abroad are projecting different outlooks about immigration and assimilation. I think it's absurd. In recent India, they look down upon immigration in India and complain about the lack of assimilation of immigrants to the diverse Indian culture. But abroad in another country as immigrants they want to protect their culture and do not want to assimilate to that country's culture or way of life. 😅 The comments about equality of humans, non discrimination etc made me laugh so much.. Ask them about the caste discrimination in their society, anti-conversion laws, attacks on sikhs, muslims, christians institutions/places of worship, and how they treat african students & other non-white races in India to have a better understanding on their views. 😂😅
Identity Attack0.28034934
Insult0.09563028
Profanity0.06946823
Threat0.009023022
Severe Toxicity0.008163452
Low Tox 0.25462922 Constructive 0.792 Comparative_Framing
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
As a caucasian, its no point complaining because most of the new age kids are playing games, doing weed and staying indoors while the immigrants deliver them pizza... So what is the point of complaining …
As a caucasian, its no point complaining because most of the new age kids are playing games, doing weed and staying indoors while the immigrants deliver them pizza... So what is the point of complaining that you see other colours around when the nation's commerce must go on... The guy saying no taxes doesnt look like our regular tax payer either... Seems to me the only work he does is buying synthetic drugs and sleeping on benches...
Identity Attack0.18313584
Insult0.12521741
Profanity0.018665737
Threat0.009385503
Severe Toxicity0.005340576
Low Tox 0.25462922 Constructive 0.604
Sep 19, 2025 93 likes Inside Canada's Indian Metropolis (Brampton)
Modern world people are slow I've seen this seen a research whats been happening as n immigrant in USA myself . People were rock to sleep by democrats n stayed silent for 5 years now …
Modern world people are slow I've seen this seen a research whats been happening as n immigrant in USA myself . People were rock to sleep by democrats n stayed silent for 5 years now complaining smh
Identity Attack0.10221587
Insult0.16780703
Profanity0.057944927
Threat0.007637825
Severe Toxicity0.0050354004
Low Tox 0.24763705 Constructive 0.535
Aug 26, 2025 Why Canadians Are Turning Against …
I am not racist in any way shape or form- my grandfather was in Germany and he was on the Beach in Normandy. He saw his friend die in a foxhole beside him and my …
I am not racist in any way shape or form- my grandfather was in Germany and he was on the Beach in Normandy. He saw his friend die in a foxhole beside him and my grandfather came home with shrapnel in his leg. His suffered all of this to give us our freedoms and a safe place to live. One of my uncles would never speak his language - Italian in front of anyone that didn’t understand it. I asked him why not? His answer was simple “its’s a rude!” Such eloquence from broken English. I am sick of not being allowed to stand up for my way of life, my culture and belief system without being accused of stamping on somebody else’s! I am Catholic I pray at home or at church in my car out on a walk! Nobody is subjected to it or restricted by it religion is a deeply personal thing we have churches and religious places of gathering that are everywhere that have been permitted when other countries would absolutely not allow such freedoms but it still is not enough and we are wrong for being upset by their intolerance and rudeness. I am disabled - if I was not married I would be living on the street. Students immigrants are given better housing and more money to survive on than me - who was a part of this workforce and a taxpayer from the age of 12 I have had some sort of job until I was injured at work. We aren’t racist we are fed up, abandoned and disgusted with out social safety net being handed out to others who do nothing but complain that it’s not enough! I just want to be able to survive in my home country - the country I have paid taxes into all my life. Is there another country in the world that puts itself and its people last as Canada does??? I really want to know. Where could I move and be treated as a Canadian immigrant is treated here???
Identity Attack0.17847598
Insult0.14150882
Profanity0.11663672
Threat0.03718498
Severe Toxicity0.01302678
Low Tox 0.24603334 Constructive 0.81 Identity_Assertion
Aug 28, 2025 7 likes 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.