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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 #}

Comment Explorer

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Active: "They smell and are very …" 181 comments · Page 4 of 8
Over the years I have seen the gradual increase in Indians, and have had to deal with my share of it. The most interesting interaction I have seen is between Indians, namely in college the …
Over the years I have seen the gradual increase in Indians, and have had to deal with my share of it. The most interesting interaction I have seen is between Indians, namely in college the Indians traveled in packs, and densely at that. They could be tracked via smell alone. But the interesting part was, any Indian that did not stick to the pack, and did not smell like shit had endless insults, and general racist remarks made against them. AKA anyone who did not act the part, was simply seen as a traitor. Which is to also say, they fully wanted to bring India here, and had no intention of leaving anything behind.
Identity Attack0.4139151
Insult0.36021477
Profanity0.44752163
Threat0.020609349
Severe Toxicity0.023974609
Moderate 0.42349213 Constructive 0.699 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
They're breeding like flies!! In india the population is 1.5 billion indians and the wild tiger population is near extinct. The smell of B.O. is everywhere here now becsuse of them!
They're breeding like flies!! In india the population is 1.5 billion indians and the wild tiger population is near extinct. The smell of B.O. is everywhere here now becsuse of them!
Identity Attack0.40158966
Insult0.40243408
Profanity0.13344458
Threat0.012699619
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.503 Unverified_Claim
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
It feels more like a white vs brown thing rather than anti-immigrant. As some white people were immigrants as well themselves who think Indians do not deserve to be at the same place as they …
It feels more like a white vs brown thing rather than anti-immigrant. As some white people were immigrants as well themselves who think Indians do not deserve to be at the same place as they are. It smells of hypocrisy and colonial mindset as most of them were old and had seen older colonial days.
Identity Attack0.46028158
Insult0.37960073
Profanity0.082581155
Threat0.008323951
Severe Toxicity0.015286255
Moderate 0.40614098 Constructive 0.577
Oct 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Vell Vell Vell I can smell them from the screen 💩 🤮
Vell Vell Vell I can smell them from the screen 💩 🤮
Identity Attack0.027413858
Insult0.1935001
Profanity0.29209393
Threat0.025098583
Severe Toxicity0.023199933
Moderate 0.40614098 Moderate Con 0.305
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
So Canada smells I hear
So Canada smells I hear
Identity Attack0.3895355
Insult0.35505778
Profanity0.07967158
Threat0.006874025
Severe Toxicity0.016771052
Moderate 0.40060925 Moderate Con 0.336
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I went to Niagara Falls 3 years ago. It was like a 1 white to 10 indians ratio. It’s insane, also it smelled really bad everywhere
I went to Niagara Falls 3 years ago. It was like a 1 white to 10 indians ratio. It’s insane, also it smelled really bad everywhere
Identity Attack0.44690517
Insult0.28586254
Profanity0.26621178
Threat0.018882722
Severe Toxicity0.023076924
Moderate 0.39915034 Moderate Con 0.421 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
I can smell this video!! 🤢🤮
I can smell this video!! 🤢🤮
Identity Attack0.016963007
Insult0.06794841
Profanity0.21564959
Threat0.018537397
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.366 Humor_Satire
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
Conestoga is a sham. The entire region of waterloo has been milking tax dollars to increase things like transit because this greedy "school" totally destroyed it. Canadians who live here can't get room on the …
Conestoga is a sham. The entire region of waterloo has been milking tax dollars to increase things like transit because this greedy "school" totally destroyed it. Canadians who live here can't get room on the bus, or it's just so crowded and smells so horrible they get on and then walk right off again. I've seen people in tears over it. Increasing taxes to pay for the things this school has abused is a load of BS....and worse, They're spreading like a virus. Situated themselves into Guelph - plans for Milton. And they want to flood each city with immigrants and call themselves a school. It's fraud. greed. and corruption. Go there. you'll see.
Identity Attack0.2127345
Insult0.41530323
Profanity0.16915557
Threat0.010576514
Severe Toxicity0.019224197
Moderate 0.3974717 Constructive 0.52
Oct 10, 2025 IRCC Names India in Study …
😂Bro I live there, and let me tell you the amount of car crashes I have seen, and it’s always there fault, but the blame it on us. To be honest the worst part the …
😂Bro I live there, and let me tell you the amount of car crashes I have seen, and it’s always there fault, but the blame it on us. To be honest the worst part the work at fast food and smell like 💩.😂
Identity Attack0.023595277
Insult0.3388922
Profanity0.26802593
Threat0.009540852
Severe Toxicity0.016771052
Moderate 0.3974717 Constructive 0.519 Personal_Narrative
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
Must smell like india
Must smell like india
Identity Attack0.45610145
Insult0.2679134
Profanity0.14402086
Threat0.00933372
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.353 Fear_Threat
Dec 18, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Eww must be a terrible smell
Eww must be a terrible smell
Identity Attack0.029402243
Insult0.27558193
Profanity0.2424468
Threat0.009281937
Severe Toxicity0.020127986
Moderate 0.39669925 Moderate Con 0.379 Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
Why do they smell do bad no this is not racist its actually fact ask any non ban chode
Why do they smell do bad no this is not racist its actually fact ask any non ban chode
Identity Attack0.20483385
Insult0.24928534
Profanity0.22792831
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.39644176 Low Con 0.226
Jan 27, 2026 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)
Well the Sikhs and Hindus are giving free food to all irrespective of their race or religion. How are they as new immigrant problem for locals? I only smell racism
Well the Sikhs and Hindus are giving free food to all irrespective of their race or religion. How are they as new immigrant problem for locals? I only smell racism
Identity Attack0.41222036
Insult0.21836096
Profanity0.052183274
Threat0.007974415
Severe Toxicity0.014769804
Moderate 0.37751234 Constructive 0.522 Moral_Argument
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Reality will kick in very hard for these racist when they have to pay tution fee, because currently they'll are enjoying free eduction due to hefty fee paid by poor Indians in canada's colleges. Go …
Reality will kick in very hard for these racist when they have to pay tution fee, because currently they'll are enjoying free eduction due to hefty fee paid by poor Indians in canada's colleges. Go to CRA and ask which community contributes financially through taxes. Go to CSIS and ask about involvement of Indian community involved in crimes. Go and check the streets of your metropolitans, which community is involved in selling and consuming drugs. You won't find Indians selling drugs, but you'll certainly find canadian zombies in the streets. You know why you always target Indians for earning revenue from youtube, because Indians are calm and peace loving. They keep cool when they saw fools and goons, who're frustrated from their own. Grow up and start raising questions against trump, who wants to occupy your whole country! But i'm sure, you won't show the darkside of your racist communities who only cares of themselves(Individual, not the community), you won't show how trump is threatening to canada's sovereignty, you wont show the behaviours of canadians and americans, because you won't get views and if you won't get views, then how would earn and pay the emi. Wake up, smell the coffee and focus on real threat. And for canada future, do something to neutralize the threat or surrender and become the hypocrite 51st state!!
Identity Attack0.3817989
Insult0.32682732
Profanity0.03915693
Threat0.03235042
Severe Toxicity0.01412424
Moderate 0.37458646 Moderate Con 0.455 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Go to Niagara Falls just on the American side. You will die from the smell from what comes over.
Go to Niagara Falls just on the American side. You will die from the smell from what comes over.
Identity Attack0.06158508
Insult0.11172232
Profanity0.054938845
Threat0.44531298
Severe Toxicity0.019740647
Moderate 0.37073207 Moderate Con 0.302 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
11 apartments in my old building suffered from 1 Indian family cooking every day. Your eyes would burn from the strong curry smell as soon as you went into the hallway.
11 apartments in my old building suffered from 1 Indian family cooking every day. Your eyes would burn from the strong curry smell as soon as you went into the hallway.
Identity Attack0.3895355
Insult0.1711343
Profanity0.09744903
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.37073207 Constructive 0.616 Personal_Narrative
Jan 27, 2026 186 likes Inside Canada's Indian Invasion...
Cannda needs the caste system, without it we can't call it CanIndia or Kannada 😆 I once heard one H1B saying to another *If you smelled this bad in India, we will kick you out …
Cannda needs the caste system, without it we can't call it CanIndia or Kannada 😆 I once heard one H1B saying to another *If you smelled this bad in India, we will kick you out of the office*
Identity Attack0.2877625
Insult0.24928534
Profanity0.15635987
Threat0.44942492
Severe Toxicity0.023692908
Moderate 0.36867723 Moderate Con 0.434 Humor_Satire
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived …
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived illegally was taken back to India by indian authorities. But illegal Indians thise Canadian Government choose to keep and not handover to India purposely are mystery. And Remember Canada's Anti India group AKA Criminal Sikh Khalistani organisation which is Legally protected, patronised, used by very Canadian political party & Canadian Secret Service agencies to Snub india in geopolitics. Vanadian courts have already convicted these Khalistani Criminals for Bombing Air India Flight in 1983 where 300+ Candian citizens were died. These khalistanis & other ilegal indian immigrant who are willfully protected by canada under the name of Social Religious Freedom & what not. India had already complained to Canada about stop giving political asylum to these criminal groups, end the support to these Sikh Khalistani Criminals who are awaiting Criminal trials in Indian courts. But Canada refused to handover these criminals, many of these who have become Khalistani Drug Cartel Operatives & recruits living in Canada under secret Canadian government protection. And same Khalistani Big drug cartel money goes in to Canadian election funding and to the Canadian Political parties both the Conservative & Liberals are in co hoot with these Indian criminals. Thats why they get free run in Canada. Hense Canadian political parties protect ,shield the Khalistani group members when ever they get into trouble with Canadian Law & enforcement. So Canadian whites are equally responsible for corruption, rampant unchecked immigration of criminals and then its easy for Whites Canadians to blem India & Indians for everything mess they have created in Canada. No White Canadian is questioning RCMP's role in all this mess bcoz white Canadians never want to question their White Canadian Police and how the RCMP police operates ignoring the criminal activities of Immigrants who become drug cartel members and how the hell they get quick easy Canadian Citizenship where as a Legal Skilled immigrant do not get Canadian PR or Citizenship even after putting many efforts and money as fees. Something Rot is Cookin in Canada and it Smells bad....😢😢
Identity Attack0.4139151
Insult0.26957804
Profanity0.049427703
Threat0.011612174
Severe Toxicity0.018126737
Moderate 0.36867723 Constructive 0.504 Unverified_Claim
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Opening this video i had to light up my candle to kick the smell out.
Opening this video i had to light up my candle to kick the smell out.
Identity Attack0.02037963
Insult0.06722072
Profanity0.18909787
Threat0.15118481
Severe Toxicity0.021419114
Moderate 0.36867723 Moderate Con 0.419
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
How is this news? It’s just person after person expressing their opinion and perspective. Interesting? Yes. But low effort and takes no steps to study the reality of the demographic shift. If you take the …
How is this news? It’s just person after person expressing their opinion and perspective. Interesting? Yes. But low effort and takes no steps to study the reality of the demographic shift. If you take the first half of the video as fact and not a bunch of random, self proclaimed rednecks, opinions, you’d walk away thinking that the town is in shambles. Which it is clearly not. This just smells like rage bait for racists looking for ammunition to hate foreigners
Identity Attack0.36702603
Insult0.3388922
Profanity0.045670103
Threat0.0089712385
Severe Toxicity0.010223389
Moderate 0.3625127 Moderate Con 0.338 Meta_Commentary
Dec 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like …
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like curry. Nothing resembles like old Canada. Turbans and beards in every corner. Hijab is the new fashion. English is a thing of the past. This is done because liberal party of Canada needed voters and they opened the flood gates. Here's an example of how bad things are in Canada. Google town of "WAWA" in Ontario Canada. This is an old mining town and it is pretty much dead. Now, look up the Indian population in this one horse town. Now, see what kind of invasion has happened and imagine that situation in a major city. Canada is ruined and funeral services will follow.
Identity Attack0.4006267
Insult0.26957804
Profanity0.049427703
Threat0.009204263
Severe Toxicity0.017416617
Moderate 0.3625127 Constructive 0.562 Identity_Assertion
Feb 13, 2026 Canada's tighter immigration policy divides …
They smell really bad.
They smell really bad.
Identity Attack0.027614836
Insult0.26957804
Profanity0.14313951
Threat0.00789674
Severe Toxicity0.009346008
Moderate 0.36095104 Moderate Con 0.324 Fear_Threat
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Poopjeets everywhere. I smell curry on the streets.
Poopjeets everywhere. I smell curry on the streets.
Identity Attack0.047190998
Insult0.18728738
Profanity0.29209393
Threat0.009903334
Severe Toxicity0.02258113
Moderate 0.36095104 Moderate Con 0.371
Nov 17, 2025 Inside Canada's Indian Metropolis (Brampton)

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.