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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: "i am sorry it is …" 147 comments · Page 2 of 6
Any White Christian suprimist in ☪️ondombox 🕋😂😂😂 Sorry Comment box 👇🏾👇🏾👇🏾
Any White Christian suprimist in ☪️ondombox 🕋😂😂😂 Sorry Comment box 👇🏾👇🏾👇🏾
Identity Attack0.48915586
Insult0.26957804
Profanity0.19524631
Threat0.059796512
Severe Toxicity0.024866661
Moderate 0.43720075 Low Con 0.195 Humor_Satire
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Sorry, they don't bring anything, they only hire their own, rent to their own etx.. the new batch is even worse,they dont integrate whatsoever, English not a chance!! They take all min wage jobs etc …
Sorry, they don't bring anything, they only hire their own, rent to their own etx.. the new batch is even worse,they dont integrate whatsoever, English not a chance!! They take all min wage jobs etc Canada Imports da 3rd, become da 💩 world!!
Identity Attack0.30103904
Insult0.4302003
Profanity0.2298641
Threat0.009981008
Severe Toxicity0.022452017
Moderate 0.42985553 Moderate Con 0.358 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They want indian punjab but in their referendum they will also include pakistan's punjab (but they never say this) just because khalistanis get support from the pakistanis ( sorry porkies).
They want indian punjab but in their referendum they will also include pakistan's punjab (but they never say this) just because khalistanis get support from the pakistanis ( sorry porkies).
Identity Attack0.45348886
Insult0.4196762
Profanity0.26735115
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.258 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
I'm an African and was laughing at the Indians til mentioned Africans. lol he is brutal, sorry Indians we move regardless 😂😂😂😂
I'm an African and was laughing at the Indians til mentioned Africans. lol he is brutal, sorry Indians we move regardless 😂😂😂😂
Identity Attack0.45610145
Insult0.24928534
Profanity0.21024476
Threat0.07016479
Severe Toxicity0.023645958
Moderate 0.4269174 Constructive 0.531 Humor_Satire
Mar 1, 2026 Inside Canada's Indian Invasion...
Because the majority voted for our sorry, unworthy prime minister
Because the majority voted for our sorry, unworthy prime minister
Identity Attack0.017264472
Insult0.48313886
Profanity0.077731855
Threat0.008090926
Severe Toxicity0.008506775
Moderate 0.4269174 Low Con 0.251 Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
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...
Sorry darling, but those are not Indians, they keep applying for indian documents and get rejected, because around 20 years ago India recognised them as a terrorist separatist group. That's why they are called KHALISTANIS, …
Sorry darling, but those are not Indians, they keep applying for indian documents and get rejected, because around 20 years ago India recognised them as a terrorist separatist group. That's why they are called KHALISTANIS, NOT INDIANS. Clean up your own mess, Canadians.
Identity Attack0.46028158
Insult0.36798462
Profanity0.034146797
Threat0.011042561
Severe Toxicity0.01896597
Moderate 0.41690505 Moderate Con 0.313
Jan 5, 2026 Inside Canada's Indian Metropolis (Brampton)
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much …
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much more pushy with their religions. I have no respect for that. So there might be a lot of them, but they don't ruin it as per say. As long as they don't shit on the beach and use garbage cans and not sidewalks. I won't go to india an impose my belief or way of living. And i don't think they do that in canada either. But others do it. Sadly, by association of the religion, some will see them as the same people. Anyways we're in 2026, religions are stone age laws to scare people. Now we have actual laws that are based on being a decent person, not the winner or the best, or the only right way. No need for some boogeyman in the sky to scare you, 10 years in prison should be enough to make you behave like a decent human. Even 1 month is enough for me to not be some idiot. We had horses, now we have cars. We had gods, now we have laws. Simple evolution and progress. Well some countries didn't get that update apparently. And noooo, if i say one bad word about an ideology, not a race (yaaawn, human race, all the same) i will be hunted down. That should tell you everything about the situation. You don't like my ideas? Ok, you do you. I don't like your ideas? Throw me off a roof? I'm sorry what? Should all be banned worldwide. Believe what you want, don't impose your ignorance on others. Especially not with force or threats.
Identity Attack0.3817989
Insult0.36798462
Profanity0.4193644
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.654 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
as an Indian, we are sorry for invading your country
as an Indian, we are sorry for invading your country
Identity Attack0.44690517
Insult0.18480228
Profanity0.11477985
Threat0.044278983
Severe Toxicity0.023106033
Moderate 0.4014846 Moderate Con 0.469 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Generally sorry dirty bro u r discriminating 1000 people et sht are frm bihar
Generally sorry dirty bro u r discriminating 1000 people et sht are frm bihar
Identity Attack0.2823795
Insult0.46327567
Profanity0.32658687
Threat0.06690872
Severe Toxicity0.05742428
Moderate 0.39441586 Low Con 0.289 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I'm sorry for Brampton. Now it's gonna smell and get trashed.
I'm sorry for Brampton. Now it's gonna smell and get trashed.
Identity Attack0.01274247
Insult0.36709076
Profanity0.110447146
Threat0.05688698
Severe Toxicity0.012833111
Moderate 0.39231625 Moderate Con 0.482
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
On paper, Canada has been great for this land the Native Americans called Turtle Island. A huge new country sprang out of nothing, adding trillions of dollars to the economy. But the question I and …
On paper, Canada has been great for this land the Native Americans called Turtle Island. A huge new country sprang out of nothing, adding trillions of dollars to the economy. But the question I and all the natives before the white men came there kept asking was this. Why? After visiting, I have no answer. So sorry to say, you are hard hardcore racist. Try to make a video where everyone are French, Itailina or what have you. . There are plenty of places like that. The problem is they look white.
Identity Attack0.44690517
Insult0.29383746
Profanity0.0864606
Threat0.00933372
Severe Toxicity0.017416617
Moderate 0.37751234 Constructive 0.591 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
More people need to speak up and share these videos! Sign petitions etc! This has to stop, you know how frustrating it is when people cant read or speak or understand english! Rent is more …
More people need to speak up and share these videos! Sign petitions etc! This has to stop, you know how frustrating it is when people cant read or speak or understand english! Rent is more than half of your pay. Of course everyone is in debt. We need to eat and feed our kids and pets etc it’s disgusting! I am in alberta we use to be one of the more affordable cities. Not anymore we have caught up with others rent etc is ridiculous! Also I’m sorry to stay here and be here as a new Canadian learn english speak it read it correctly or go home!! STOP LETTING PEOPLE IN FOR 1 YEAR! See what happens! #fixcanada #rentcaps #lowercosts
Identity Attack0.078392304
Insult0.40189892
Profanity0.09066332
Threat0.008311004
Severe Toxicity0.012207031
Moderate 0.37751234 Constructive 0.786
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I am sorry for that poor white guy, how is he going to live after this.... he should have been blurred out, because this is putting a huge target on him
I am sorry for that poor white guy, how is he going to live after this.... he should have been blurred out, because this is putting a huge target on him
Identity Attack0.39677486
Insult0.16266862
Profanity0.12220735
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.513 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Sorry I don't believe that Indian dude, from my personal experience of working for an Indian company, being the only white employee, not 1 of them ever told 100% truth! Lying is considered Normal in …
Sorry I don't believe that Indian dude, from my personal experience of working for an Indian company, being the only white employee, not 1 of them ever told 100% truth! Lying is considered Normal in they're Culture, they don't see it as lying!!! I bet anything he found away around the rules and cheated and lied to get his RN Certificate and now does the bare minimum at his job, thats what he meant by its easy now!!! Note he also said Canada is like Indian, that just means they are turning it into India, so how can a person say they're proud to be Canadian??? Proud to be a Canadian means you asymulate, not turn it into India! Your getting a warped opinion from a lying Indian!!! That said I did meet a few good Indian elders mostly, as they follow the beliefs were all equal and treat you with respect, but if it ever comes down to an Indian against a white person in a dispute, the Indian will Always be favored in they're communities!!!😎😎😎
Identity Attack0.38230872
Insult0.3388922
Profanity0.07611542
Threat0.010058682
Severe Toxicity0.018836858
Moderate 0.37751234 Constructive 0.73 Unverified_Claim
Sep 20, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
Everything in Canada became Indian, we are all immigrants here, and I appreciate the multi culture, but I don’t appreciate Indians working in restaurants, sorry but I can’t eat from Indians hands, I know they …
Everything in Canada became Indian, we are all immigrants here, and I appreciate the multi culture, but I don’t appreciate Indians working in restaurants, sorry but I can’t eat from Indians hands, I know they dont have good hygiene, probably not at all.
Identity Attack0.4830652
Insult0.24171697
Profanity0.043916557
Threat0.008401625
Severe Toxicity0.016125489
Moderate 0.37751234 Constructive 0.66 Unverified_Claim
Feb 24, 2026 2 likes Inside Canada's Indian Invasion...
Sorry but it would piss me off to have to look at those huge statues of their gods….
Sorry but it would piss me off to have to look at those huge statues of their gods….
Identity Attack0.15517195
Insult0.22770336
Profanity0.35597226
Threat0.01086132
Severe Toxicity0.017416617
Moderate 0.37576625 Moderate Con 0.353 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
It's called brown town for a reason. LIsten to the racism. It used to be a no color town she says. A Canadian Karen. They are people from India. How dare you address people BY …
It's called brown town for a reason. LIsten to the racism. It used to be a no color town she says. A Canadian Karen. They are people from India. How dare you address people BY THE COLOR OF THEIR SKIN? Sorry, you weren't economically successful or supportive as the Sikhs and other Indians are. That's how it is demographic change. At least they aren't stealing and murdering others like the other humans
Identity Attack0.40158966
Insult0.25602314
Profanity0.044417568
Threat0.06658544
Severe Toxicity0.01896597
Moderate 0.3722269 Constructive 0.508 Identity_Assertion
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
oh, I feel sorry for the canadians and Indians.......they do not seem to like each other!
oh, I feel sorry for the canadians and Indians.......they do not seem to like each other!
Identity Attack0.4482637
Insult0.17734702
Profanity0.027273865
Threat0.008052089
Severe Toxicity0.014317908
Moderate 0.36456755 Moderate Con 0.4
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
The people on the panel can easily be replaced by AI and this case, I would not feel sorry for them. You'd have all those stats within minutes. Absolute incompetence!
The people on the panel can easily be replaced by AI and this case, I would not feel sorry for them. You'd have all those stats within minutes. Absolute incompetence!
Identity Attack0.0064006294
Insult0.38406035
Profanity0.023994578
Threat0.0079873605
Severe Toxicity0.0043678284
Moderate 0.36095104 Low Con 0.295 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
9 dollers a month..😢😢😢 feeling sorry for that girl 😂😂😂...Indians are 1.4 billion strong instead of taking in educated indian class Canadian govt. Chose to gave visas to cheap indian labour class...😂😂😂
9 dollers a month..😢😢😢 feeling sorry for that girl 😂😂😂...Indians are 1.4 billion strong instead of taking in educated indian class Canadian govt. Chose to gave visas to cheap indian labour class...😂😂😂
Identity Attack0.3958119
Insult0.2435641
Profanity0.027273865
Threat0.00746953
Severe Toxicity0.01121521
Moderate 0.36043653 Moderate Con 0.347 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
Guys can I make one thing clear… stop calling them “Indians” most of them are “khalistani” operates out of canada for a war against India and separative movements. They want to break India. So how …
Guys can I make one thing clear… stop calling them “Indians” most of them are “khalistani” operates out of canada for a war against India and separative movements. They want to break India. So how can you call them Indian? If you don’t make these types of videos. I’m sorry to say but canada will change into punjab. But next time make sure you call them by who they are “khalistani” and as an Indian pressure your government to send them back!
Identity Attack0.42615733
Insult0.18977246
Profanity0.040409464
Threat0.038220957
Severe Toxicity0.018836858
Moderate 0.35186127 Moderate Con 0.495 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
So How is Colonialism working out for you white folks now that you are on the other side of it. I am not Indian. I am NDN. I have suffered White Colonialism all my life. …
So How is Colonialism working out for you white folks now that you are on the other side of it. I am not Indian. I am NDN. I have suffered White Colonialism all my life. Now you white folks are beginning to suffer Indian Colonialism. I really don't feel sorry for you.
Identity Attack0.40158966
Insult0.1342682
Profanity0.06796519
Threat0.010369381
Severe Toxicity0.012703998
Moderate 0.3389984 Constructive 0.578 Moral_Argument
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Sorry Tyler, I enjoyed your vids over the years but I can't support someone who is willing to scam their audience through a scammy sponsor.
Sorry Tyler, I enjoyed your vids over the years but I can't support someone who is willing to scam their audience through a scammy sponsor.
Identity Attack0.01274247
Insult0.336253
Profanity0.14402086
Threat0.008815889
Severe Toxicity0.007171631
Moderate 0.3389984 Constructive 0.597 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a Canadian I’ll try and put this very politely and everything but I am friends with Indians that immigranted here 20+ years ago and the immigrants back then wanted to be Canadian and actually …
As a Canadian I’ll try and put this very politely and everything but I am friends with Indians that immigranted here 20+ years ago and the immigrants back then wanted to be Canadian and actually wanted to assimilate themselves in our culture the new round of immigration doesn’t do that they want to make Canada the new India they have no respect no care for the others around them and yes! They do smell not all of them but if it’s a smelly person in Canada 9/10 they are Indian that’s what I’ve seen obviously there is more but we just want them to want to be Canadians and not build your stupid praying status sorry I tried to be polite but this is something that has pissed me off more and more and people are finally talking about it
Identity Attack0.3802808
Insult0.2735258
Profanity0.12220735
Threat0.009955117
Severe Toxicity0.018449519
Moderate 0.33836752 Constructive 0.698 Personal_Narrative
Jan 27, 2026 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.