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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: "This is how a world …" 1,032 comments · Page 14 of 42
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...
3rd World Countrys invading other Countrys is a true Threat just visit Germanys none Capitals its sickening that you cant even walk the Streets without being forced to interact wihtem
3rd World Countrys invading other Countrys is a true Threat just visit Germanys none Capitals its sickening that you cant even walk the Streets without being forced to interact wihtem
Identity Attack0.38223284
Insult0.2817503
Profanity0.174273
Threat0.053330876
Severe Toxicity0.023076924
Moderate 0.40060925 Low Con 0.252 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler goes all over the world demonizing and ridiculing different cultures for views. He's the worlds biggest shid-disturber who would do anything for views while claiming its journalism. He makes Johnny Somali look like a …
Tyler goes all over the world demonizing and ridiculing different cultures for views. He's the worlds biggest shid-disturber who would do anything for views while claiming its journalism. He makes Johnny Somali look like a saint. This is like if Morton Downey Jr. was a youtuber.
Identity Attack0.07921951
Insult0.43296707
Profanity0.10735235
Threat0.009929225
Severe Toxicity0.012962224
Moderate 0.40060925 Moderate Con 0.363 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indians believe their country is the best in the world and yet they don’t wanna live there 😂😂😂😂😂
Indians believe their country is the best in the world and yet they don’t wanna live there 😂😂😂😂😂
Identity Attack0.4482637
Insult0.15769513
Profanity0.092279755
Threat0.0115345
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.162 Humor_Satire
Feb 4, 2026 3 likes Inside Canada's Indian Invasion...
To all indians and african's, muslims how does it feel that most of people around the world have a comun opion that wherever you guys go people are sick and tired of you??
To all indians and african's, muslims how does it feel that most of people around the world have a comun opion that wherever you guys go people are sick and tired of you??
Identity Attack0.46028158
Insult0.28997475
Profanity0.1554785
Threat0.01508414
Severe Toxicity0.023076924
Moderate 0.39915034 Moderate Con 0.454 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Geez, Trudeau and his Somali minister of immigration raised immigration quotas another 100,000 in part to accommodate the 4 million Muslims that India decided to kick out revoking their citizenship overnight. Now I notice about …
Geez, Trudeau and his Somali minister of immigration raised immigration quotas another 100,000 in part to accommodate the 4 million Muslims that India decided to kick out revoking their citizenship overnight. Now I notice about half of recent arrivals from India are Muslim. All third world countries are cleaning up their backyards and dumping their undesirables and minorities in yours. Happy globalism!
Identity Attack0.46028158
Insult0.3393024
Profanity0.027273865
Threat0.03304107
Severe Toxicity0.021290002
Moderate 0.39842087 Moderate Con 0.484
May 19, 2019 How much do refugees and …
The city is a DUMP. 3rd world city
The city is a DUMP. 3rd world city
Identity Attack0.10221587
Insult0.4302003
Profanity0.19770569
Threat0.009281937
Severe Toxicity0.020257099
Moderate 0.3977292 Low Con 0.179
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I can say my small city of 20000 people has probably a few thousand Indian people now over the last 4 years and its caused rent to triple in the city and they leave garbage …
I can say my small city of 20000 people has probably a few thousand Indian people now over the last 4 years and its caused rent to triple in the city and they leave garbage and diapers and smoke on the beachs and in the parks and are not willing to adapt at all and want to bring a third world country here its really bad
Identity Attack0.44690517
Insult0.31740165
Profanity0.16915557
Threat0.011146127
Severe Toxicity0.023076924
Moderate 0.3977292 Constructive 0.601 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I live in Toronto Scarborough area and my problem with Indian people isn’t the colour of their skin it’s the way they act it’s obviously not all of them but I see just about everyday …
I live in Toronto Scarborough area and my problem with Indian people isn’t the colour of their skin it’s the way they act it’s obviously not all of them but I see just about everyday with my own eyes how these people come to this country and treat/act in it everything from when a fire truck goes by with the lights on they don’t pull over just keep driving I see them constantly park in the handicap parking spot at the td bank up the street the houses on my street that are dirty with garbage are the Indian houses there are so many things I see on the daily they come to this country and either don’t care to learn the laws rules ect or they do learn them and don’t care like it’s absolutely ridiculous the USA and Canada have been ruined by foreigners and thats just the truth thats not me being mean salty racist or anything else negative im just speaking the truth a large percentage of foreigners don’t care about the citizens in whatever country they go to we are minorities in our own countries it’s a disgusting world we are living in
Identity Attack0.4508763
Insult0.37506318
Profanity0.1765991
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.3977292 Constructive 0.616
Jan 27, 2026 Inside Canada's Indian Invasion...
Greatest country in the whole world? 😂 really with no castles? And people with mental diseases , you need to travel the world to make that statement.
Greatest country in the whole world? 😂 really with no castles? And people with mental diseases , you need to travel the world to make that statement.
Identity Attack0.2877625
Insult0.40243408
Profanity0.059447967
Threat0.0076637166
Severe Toxicity0.014317908
Moderate 0.3977292 Low Con 0.134 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Transplanting one of the worse cultures of the world to the Americas.
Transplanting one of the worse cultures of the world to the Americas.
Identity Attack0.40883094
Insult0.3126888
Profanity0.07385241
Threat0.009955117
Severe Toxicity0.015286255
Moderate 0.3974717 Low Con 0.15 Identity_Assertion
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
That’s nuts! Couldn’t make it so easy! Out of this world!
That’s nuts! Couldn’t make it so easy! Out of this world!
Identity Attack0.013646871
Insult0.3388922
Profanity0.20592089
Threat0.019918699
Severe Toxicity0.015609037
Moderate 0.3972142 Moderate Con 0.383
Nov 21, 2025 Thousands of refugees allowed into …
3:47This happens because you guys are lazy and dont want to work and Indians work in your place you people have a problem with that too and Indians are 1000 times more hardworking than Canadians …
3:47This happens because you guys are lazy and dont want to work and Indians work in your place you people have a problem with that too and Indians are 1000 times more hardworking than Canadians Canada is 159 years old as if the land wasn’t already home to Indigenous peoples for thousands of years before you politely showed up and called it a country. Now teaching the world manners -- classic😂
Identity Attack0.32768643
Insult0.40243408
Profanity0.06044999
Threat0.0077802283
Severe Toxicity0.014898917
Moderate 0.3972142 Moderate Con 0.414 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada is not for third world class, deport all of them, all problems will dissappear! Out!!!
Canada is not for third world class, deport all of them, all problems will dissappear! Out!!!
Identity Attack0.40883094
Insult0.24928534
Profanity0.044417568
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.3972142 Low Con 0.145 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
too late. in 100 years, the entire world will be 3rd world, but the paedo small hat gang and friends will rule us all.
too late. in 100 years, the entire world will be 3rd world, but the paedo small hat gang and friends will rule us all.
Identity Attack0.2331515
Insult0.37506318
Profanity0.17380778
Threat0.046541955
Severe Toxicity0.022322904
Moderate 0.39669925 Low Con 0.145 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
5:48 ignorance, this man has his nose stuck in the news. Never picked up a book. Each “statement” he said were just regurgitated words. No evidence. Unfortunately we have people like that everywhere. Hence why …
5:48 ignorance, this man has his nose stuck in the news. Never picked up a book. Each “statement” he said were just regurgitated words. No evidence. Unfortunately we have people like that everywhere. Hence why the world isn’t healing.
Identity Attack0.0071405866
Insult0.43158367
Profanity0.032894265
Threat0.007301235
Severe Toxicity0.0065994263
Moderate 0.39669925 Moderate Con 0.341 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
canadians have been conditioned to be mediocre and yet we have produced some of the greatest contributions to science, and human rights, olympic records and hollywood stars a lot of the world comes in third …
canadians have been conditioned to be mediocre and yet we have produced some of the greatest contributions to science, and human rights, olympic records and hollywood stars a lot of the world comes in third place when it comes to food production and still thats not enough for us and if you want to be famous you have to get that surgically inserted in the states no matter how funny or how good an actor you are.
Identity Attack0.28622448
Insult0.4339631
Profanity0.040158957
Threat0.0076119336
Severe Toxicity0.009994507
Moderate 0.39644176 Moderate Con 0.36
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Canadian Govt. must learn from middle east...Saudies, dubai, baharin. etc...they bring in cheap labour from world over but never give citizanship rights be it a muslim worker...contract over go back to your home countries...
Canadian Govt. must learn from middle east...Saudies, dubai, baharin. etc...they bring in cheap labour from world over but never give citizanship rights be it a muslim worker...contract over go back to your home countries...
Identity Attack0.48915586
Insult0.24928534
Profanity0.021535112
Threat0.009566744
Severe Toxicity0.017222947
Moderate 0.39644176 Moderate Con 0.317
Aug 25, 2025 Why Canadians Are Turning Against …
He can clearly hear you have North American accent. Stop faking your videos when you can report the absurd things happening around the world.
He can clearly hear you have North American accent. Stop faking your videos when you can report the absurd things happening around the world.
Identity Attack0.10221587
Insult0.26957804
Profanity0.11725569
Threat0.011612174
Severe Toxicity0.015867263
Moderate 0.39441586 Low Con 0.21
Jan 27, 2026 Inside Canada's Indian Invasion...
I can sympathise that people from third world country's lack opportunity but when they come to western countries they take our opportunities ruin our demographics and replicate their failed society's where ever they go
I can sympathise that people from third world country's lack opportunity but when they come to western countries they take our opportunities ruin our demographics and replicate their failed society's where ever they go
Identity Attack0.45610145
Insult0.2817503
Profanity0.08322773
Threat0.013424582
Severe Toxicity0.023076924
Moderate 0.39441586 Constructive 0.517 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called …
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called “nasty people,” as he referred to Indians, running his hometown? Though I doubt he’s even from Brampton. He’s likely from St. Marys, Ontario. It is one of the most racist towns in Canada. Many individuals there believe that all non-white people are not Canadians, even if they were born in Canada and have been there over four generations. I’m not surprised by the “white trash” remark, as he calls himself. Nor am I surprised by his Nick Fuentes wannabe behavior. As for the American audience, not everybody thinks in terms of race the way y’all do. I think this exported American ideology is affecting people in Canada and the rest of the world.
Identity Attack0.44690517
Insult0.36798462
Profanity0.0961592
Threat0.011249693
Severe Toxicity0.020127986
Moderate 0.39441586 Constructive 0.671 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Indians are going to take over the world!
Indians are going to take over the world!
Identity Attack0.4508763
Insult0.15343215
Profanity0.12220735
Threat0.12689553
Severe Toxicity0.023076924
Moderate 0.39441586 Low Con 0.186 Fear_Threat
Nov 14, 2025 Inside Canada's Indian Metropolis (Brampton)
They were alive during colonialism. You all killed the physical body, but their souls live forever and reincarnate and remember you, who also were there at the same time and died. This is what you …
They were alive during colonialism. You all killed the physical body, but their souls live forever and reincarnate and remember you, who also were there at the same time and died. This is what you all call in the spiritual world, Christian world calls it spiritual warfare, fighting demons and devils. Smh! Crazy work.
Identity Attack0.3072352
Insult0.3416952
Profanity0.14930901
Threat0.100830056
Severe Toxicity0.019095084
Moderate 0.39441586 Moderate Con 0.417 Moral_Argument
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
I don't "need to" do ANYTHING to cater to the whitehouse madman. Its a big world. 🇨🇦💪LOCK HIM UP
I don't "need to" do ANYTHING to cater to the whitehouse madman. Its a big world. 🇨🇦💪LOCK HIM UP
Identity Attack0.008548436
Insult0.15317287
Profanity0.0014390333
Threat0.03346299
Severe Toxicity0.00004829887
Moderate 0.39252904
Dec 8, 2025
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)

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.