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: "If you trying to be …" 693 comments · Page 8 of 28
https://www.youtube.com/shorts/XuWr9DoH1JI here's a better take on reality Brian, so quit trying to push your BS agenda of the dream that isn't, never was here's another one for your delusions https://www.youtube.com/shorts/Gyzd_0167AM then tell the guy who …
https://www.youtube.com/shorts/XuWr9DoH1JI here's a better take on reality Brian, so quit trying to push your BS agenda of the dream that isn't, never was here's another one for your delusions https://www.youtube.com/shorts/Gyzd_0167AM then tell the guy who had to go to Australia 20 yrs ago, to become a Dr, then the US for Residency spot, that we had a wonderful immigration system/policy, lazy, incompetent politicians, leaders, that's what we've had for 50 years of lies
Identity Attack0.04693319
Insult0.47357693
Profanity0.09868695
Threat0.007948523
Severe Toxicity0.0128976675
Moderate 0.41910073 Moderate Con 0.443 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Try going to emergency dept! Packed with elderly Indians!!!? Looks like India's hospital in poor district!!!!!
Try going to emergency dept! Packed with elderly Indians!!!? Looks like India's hospital in poor district!!!!!
Identity Attack0.27642938
Insult0.06858289
Profanity0.002324675
Threat0.015833676
Severe Toxicity0.000046688645
Moderate 0.41839224 Fear_Threat
Jun 13, 2025
You played my favourite game try to find a white person working at this major Canadian corporation, hell even the government jobs are gone now to help with new immigrants
You played my favourite game try to find a white person working at this major Canadian corporation, hell even the government jobs are gone now to help with new immigrants
Identity Attack0.43896464
Insult0.2817503
Profanity0.33453682
Threat0.012803185
Severe Toxicity0.023076924
Moderate 0.41690505 Moderate Con 0.344 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Everyone in the Liberal government is Incompetent no matter how much you flip them around!!!!! Trying to get an answer out of any of them is impossible but The failing country is blamed on Trump …
Everyone in the Liberal government is Incompetent no matter how much you flip them around!!!!! Trying to get an answer out of any of them is impossible but The failing country is blamed on Trump and Pierre Poilievre !!!!!
Identity Attack0.09824528
Insult0.47384647
Profanity0.027000591
Threat0.009955117
Severe Toxicity0.010604858
Moderate 0.41690505 Low Con 0.223 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
For all the Indians reading comments here We are hated because of these: - Abandoning shopping carts in walmart/supermarket parking lot, or dragging the carts to the place where you live and throwing it by …
For all the Indians reading comments here We are hated because of these: - Abandoning shopping carts in walmart/supermarket parking lot, or dragging the carts to the place where you live and throwing it by the roadside - Zooming past two way/four way stop signal - Unnecessarily accelerating and revving cars while driving through a residential area. Trust me ITS NOT "COOL" - Playing Punjabi gangster rap music at full volume, or talking loudly on phone when using public transport - Talking loudly with friends in places where we are expected to talk softly: Hospitals, museums, art gallery government/visa office, Medical centers/clinic - Stretching yours legs over the opposite empty seat while travelling in bus or train. Crowding the Handicap ramp to access GO train because it makes it easier to board the train (WTF!). - Suddenly switching lanes and turning into streets without using the indicator. - Opening the car door in full swing and leaving a dent/scratch on the next car at parking lots. Not so much as a courtesy to leave a sorry note. - Stealthily walking the dog at night and not picking up after dog - Throwing the car's garbage towards the direction of the dustbin when driving past a bus stop in residential area. - No basic etiquette and manners of wishing, thanking or apologizing. Did you know you are supposed to greet/wish the bus driver when you board a bus? - Refusing to speak in English while in Indian populated city. - Brampton, even worse - trying to fake an accent when you suck at grammar - Partying loudly through the night with no regards to neighbors - Culture dumping - deliberately bursting crackers when the city has banned it, making agni kund in backyard without taking safety precautions, its a fire hazard for houses built of wood, loudly playing mantras/bhajans early morning when you are living in a Condo/apartment - Not caring to shovel snow off footpath - Not showering after you've cooked at home and smelling like curry in the office. Guys Please be better!
Identity Attack0.44690517
Insult0.33154017
Profanity0.25458565
Threat0.09316374
Severe Toxicity0.02449106
Moderate 0.41690505 Constructive 0.614 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create …
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create labor shortage. Immigrants come to fill the gap. White people cry even more. White people don't go to schools to learn, earn useful degrees in Stem, medical etc. Immigrants come to replace. White people say its "great replacement". LOL See what I'm saying. THAT'S WHY. I HAVE THE ANSWER.
Identity Attack0.49032792
Insult0.26957804
Profanity0.14754629
Threat0.018537397
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.539 Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these …
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these people that are not Canadian, not born here, migrated here, and are doing so many sickening illegal things to OUR PEOPLE. Kidnappings. Abductions. Stalking single women. Stealing. Squatting in homes and properties. All that with no consequences. Zero. None. And yet they receive all the jobs. All the income. All the amenities that natural born true Canadians should receive and very well deserve. I have never understood why these immigrants all of a sudden bombarded our small towns and cities like swarms of rodents or insects and expect to be welcomed with open arms. It seemed like it happened overnight! I remember seeing a few immigrants wearing their traditional towel wrap things on their heads in a mall one day and I was okay with it. Figured they were tourists or something and then BAM there are THOUSANDS of them moving in our towns and act like they own the place. Trying to intimidate US! In our OWN COUNTRY! It really angers me from within but at the same time I don’t want to come off as a racist or a hater or wtv. I’m not a racist by any means, but I am a very protective Canadian and I love my people and my country and I will help do whatever it takes to protect my country from immigrants and them thinking that they can push us around, intimidate us and try to act superior when they are the ones pretty much INVADING our beautiful, peaceful country. I am a PROUD CANADIAN SON. Pardon my long rant. Love, Peace and Unity 👊🏽 #nativecanadianpride
Identity Attack0.46028158
Insult0.38406035
Profanity0.07255927
Threat0.13262562
Severe Toxicity0.023411209
Moderate 0.41168427 Constructive 0.713 Fear_Threat
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
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...
This is horrific! As an immigrant from India who has worked his b*tt off to make a better life for himself, this makes me feel so ashamed... I feel alienated because any time I try …
This is horrific! As an immigrant from India who has worked his b*tt off to make a better life for himself, this makes me feel so ashamed... I feel alienated because any time I try to say something of value, i get disowned by my own community. I wish everyone was as grateful for the opportunity this country has provided us as I am. And honestly, I have no empathy for anyone trying to cheat the system, no matter where they are from!
Identity Attack0.17769934
Insult0.30797598
Profanity0.4113413
Threat0.011068452
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.691 Personal_Narrative
Nov 13, 2025 IRCC Names India in Study …
We tried to include these third worlders into our first world countries, didn't work. Just deport them now.
We tried to include these third worlders into our first world countries, didn't work. Just deport them now.
Identity Attack0.46028158
Insult0.26196828
Profanity0.07255927
Threat0.12382901
Severe Toxicity0.023076924
Moderate 0.40614098 Low Con 0.234
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Requests from indian « asylum seekers » should be rejected. They are economic immigrants trying to jump the queue
Requests from indian « asylum seekers » should be rejected. They are economic immigrants trying to jump the queue
Identity Attack0.48915586
Insult0.2679134
Profanity0.16450337
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.244
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Just what Canada needs. More useless bureaucracy and costs as the Liberals try to fix the mess they've made. Throw the Carney Bums out.
Just what Canada needs. More useless bureaucracy and costs as the Liberals try to fix the mess they've made. Throw the Carney Bums out.
Identity Attack0.060220852
Insult0.4378843
Profanity0.09260304
Threat0.06755528
Severe Toxicity0.014511578
Moderate 0.4014846 Low Con 0.154 Policy_Critique
Jan 3, 2026 8 likes New rules, regulations take effect …
You are 1000000% correct Canadians are passive and don’t fight even fr their own country ….. it’s sad ….: not like Americans where they will show up if you try to f with they’re rights …
You are 1000000% correct Canadians are passive and don’t fight even fr their own country ….. it’s sad ….: not like Americans where they will show up if you try to f with they’re rights or try to pull off bs like this government is doing but Canadians are too drunk and too high to even do anything about it Canada has tampons in the men’s washroom enough said of the state of canada
Identity Attack0.39461556
Insult0.4125297
Profanity0.10797132
Threat0.008582866
Severe Toxicity0.019224197
Moderate 0.4014846 Moderate Con 0.463
Aug 28, 2025 Why Canadians Are Turning Against …
From top to bottom, everyone is so corrupted. If you are so tough, go to Brampton, even Kitchener, ON to find out how many of these illegal international students are here in Canada. I see …
From top to bottom, everyone is so corrupted. If you are so tough, go to Brampton, even Kitchener, ON to find out how many of these illegal international students are here in Canada. I see them everywhere these days, working illegally on cash. It is NOT fair to those international legal students who work so hard and try to make the living. Canadian government is such a joke man.
Identity Attack0.22859548
Insult0.44126466
Profanity0.04141149
Threat0.0074306927
Severe Toxicity0.008773804
Moderate 0.39987978 Constructive 0.557
Sep 29, 2025 1 likes IRCC Names India in Study …
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a …
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a bunch of people spewing vitriol towards Indian immigrants. "Canada isn't supposed to look like India". What the hell is Canada supposed to look like, to me it just looks like America, what "Canadian national identity" do you really have?
Identity Attack0.38230872
Insult0.26957804
Profanity0.36230123
Threat0.008272167
Severe Toxicity0.023076924
Moderate 0.39915034 Constructive 0.656
Oct 9, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
the polish dude is 100% correct. indians try to blame their govt for how messy india is, how corrupt... but then we see how they act in canada, the messes they bring and dont clean …
the polish dude is 100% correct. indians try to blame their govt for how messy india is, how corrupt... but then we see how they act in canada, the messes they bring and dont clean up... how they are corrupt people sometimes, how they try to cut corners and do things illegally... i watched it in my own workplace, how our indian sikh boss was so racist to his fellow indians, because they had patel name from gujarat and were 'lower cast' than the bossman who had sikh last name and was an 'engineer'. but this man just wanted to cut costs and try to cheat things, now this workplace is closed down. this is my experience all my life with indians. :(
Identity Attack0.44690517
Insult0.40243408
Profanity0.1067334
Threat0.015429466
Severe Toxicity0.021548226
Moderate 0.39842087 Constructive 0.711 Personal_Narrative
Nov 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Move out !! Your ancestors invaded and tricked those who were nice to you 😅😅😅 Heres an idea: Try another one of your annexation situations.
Move out !! Your ancestors invaded and tricked those who were nice to you 😅😅😅 Heres an idea: Try another one of your annexation situations.
Identity Attack0.11512129
Insult0.31740165
Profanity0.114160895
Threat0.04880493
Severe Toxicity0.023076924
Moderate 0.39842087 Low Con 0.196
Aug 29, 2025 Why Canadians Are Turning Against …
leave it to the CBC to put out this video that we all know is lies. We can go directly to the government websites and see for ourselves how much these illegals get. We also …
leave it to the CBC to put out this video that we all know is lies. We can go directly to the government websites and see for ourselves how much these illegals get. We also know that they are being put up into hotels at taxpayers expense while our own Canadian citizens get kicked out onto the street so they can be treated like princes and princesses on Canadian taxpayers dime. Suck a crock that you promote these lies to try to convince us taxpayers aren't on the hook for all this stuff.
Identity Attack0.18313584
Insult0.40243408
Profanity0.2395431
Threat0.025098583
Severe Toxicity0.022193791
Moderate 0.3977292 Moderate Con 0.362
Apr 14, 2019 How much do refugees and …
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)
HEY!!!!!!! Can you stay focused on the real bad guy!!! You know...the guy in the U.S. trying to make treaties and deals that benefit HIS Nation!!!! I know he isn't sneaking accross your border, robbing …
HEY!!!!!!! Can you stay focused on the real bad guy!!! You know...the guy in the U.S. trying to make treaties and deals that benefit HIS Nation!!!! I know he isn't sneaking accross your border, robbing people, stealing, beating, killing, shooting, selling drugs, sucking up free Canadian tax dollars in free benefits, taking housing and medical care away from citizens...BUT the " we got your back Carney " msm tells me that the U.S. ( which buys 70+% ) of Canadian exports..is the real problem.
Identity Attack0.17070955
Insult0.35505778
Profanity0.108590275
Threat0.1954604
Severe Toxicity0.023076924
Moderate 0.3972142 Constructive 0.503 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Hey Taylor I know your trying to save your country s culture way of living and so much good things but you don't have right to misinformation about Indian what we do with you we …
Hey Taylor I know your trying to save your country s culture way of living and so much good things but you don't have right to misinformation about Indian what we do with you we are hard working not to capture your country on more thing in your video some scenes about khalistani terrorist 😮 1:21 1:21
Identity Attack0.381025
Insult0.24171697
Profanity0.11725569
Threat0.05171447
Severe Toxicity0.023076924
Moderate 0.3972142 Constructive 0.674 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
that reduction is virtually nothing. the government is evil and should be tried as war criminals
that reduction is virtually nothing. the government is evil and should be tried as war criminals
Identity Attack0.061130337
Insult0.39743927
Profanity0.1308005
Threat0.146441
Severe Toxicity0.016900165
Moderate 0.3969567 Low Con 0.162
Jan 5, 2026 1 likes New rules, regulations take effect …
As a Canadian and a follower for years of you Tyler, thank you so much for covering this. We have absolutely been invaded and every time you try to say anything, Indians and white Canadians …
As a Canadian and a follower for years of you Tyler, thank you so much for covering this. We have absolutely been invaded and every time you try to say anything, Indians and white Canadians scream racism.
Identity Attack0.4830652
Insult0.24928534
Profanity0.03389629
Threat0.009437286
Severe Toxicity0.015157142
Moderate 0.3969567 Constructive 0.651 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
So Canada is now xenophobic the same behavior Canada tried to shame USA for.
So Canada is now xenophobic the same behavior Canada tried to shame USA for.
Identity Attack0.12589514
Insult0.19333039
Profanity0.00018518037
Threat0.0005656384
Severe Toxicity0.000008562654
Moderate 0.39452636
Apr 14, 2025
As a Canadian, we are so cooked. Indian's and Muslim's aren't even trying to hide it, they're just straight up saying they intend on turning this into a non-white country.
As a Canadian, we are so cooked. Indian's and Muslim's aren't even trying to hide it, they're just straight up saying they intend on turning this into a non-white country.
Identity Attack0.48915586
Insult0.23237456
Profanity0.09324962
Threat0.010705971
Severe Toxicity0.019611536
Moderate 0.39441586 Moderate Con 0.41 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...

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.