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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 moved to this country …" 193 comments · Page 1 of 8
Its fuckin RETARDED ! They wanna move somewhere els and make it like their old country, why even move if your not gonna embrace the culter you ran too.
Its fuckin RETARDED ! They wanna move somewhere els and make it like their old country, why even move if your not gonna embrace the culter you ran too.
Identity Attack0.4774257
Insult0.71120167
Profanity0.8117245
Threat0.017156094
Severe Toxicity0.45895407
Toxic 0.89241093 Low Con 0.21 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
why nearly of the indian population want to move out of India? fix your goddamn country!
why nearly of the indian population want to move out of India? fix your goddamn country!
Identity Attack0.60238177
Insult0.56997263
Profanity0.7107322
Threat0.05397744
Severe Toxicity0.35368225
Toxic 0.8252207 Low Con 0.198 Identity Attack Insult
Nov 18, 2025 Inside Canada's Indian Metropolis (Brampton)
what a horrible scammer you are. playing with stupid people's feelings. who are your ancestors? people who fled Europe and massacred most of native people on their home-land and moved the rest away, declaring it …
what a horrible scammer you are. playing with stupid people's feelings. who are your ancestors? people who fled Europe and massacred most of native people on their home-land and moved the rest away, declaring it "as their country". And now with your deep hatred in your heart begging money from people like yourself.
Identity Attack0.089973204
Insult0.7967344
Profanity0.29279903
Threat0.04098356
Severe Toxicity0.06011435
Toxic 0.78207105 Moderate Con 0.373 Insult Moral_Argument
Feb 27, 2026 4 likes Inside Canada's Indian Invasion...
It’s funny cause I tell people how bad it is up there. It’s disgusting. Canada literally pays them to move to thru country. When I visited Canada I had a very bad experience there because …
It’s funny cause I tell people how bad it is up there. It’s disgusting. Canada literally pays them to move to thru country. When I visited Canada I had a very bad experience there because of all the damn Indians. They’re buying up all the businesses and pushing out white folk and everyone else and only hiring native Indians. They’re disgusting, despicable humans
Identity Attack0.6649212
Insult0.69164425
Profanity0.50818664
Threat0.031314444
Severe Toxicity0.3361876
Toxic 0.76523775 Moderate Con 0.468 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Why fix your country when you can just move to Canada and get free shit.
Why fix your country when you can just move to Canada and get free shit.
Identity Attack0.31307843
Insult0.48627716
Profanity0.73341435
Threat0.008764107
Severe Toxicity0.16960317
Toxic 0.75208336 Low Con 0.199 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Be it foreigners piling into a country or Californians piling into Texas or Florida. Why have all your shit*y policies and customs ruin your country/state only to move somewhere else to try to enforce your …
Be it foreigners piling into a country or Californians piling into Texas or Florida. Why have all your shit*y policies and customs ruin your country/state only to move somewhere else to try to enforce your sh*t ideas on them? Why? What sense does this make. Ok our policies have ruined this place, sooooo, let's move to that good place and implement our sh*t policies on them.. makes sense to me what's your problem?? Lol D.W.R.
Identity Attack0.41052565
Insult0.5935568
Profanity0.6750904
Threat0.017674083
Severe Toxicity0.23224287
Toxic 0.7308154 Moderate Con 0.337 Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s not just Brampton, our whole fuckin country is like this now. I used to live in BC for the majority of my life, all over Vancouver to Vancouver island, even the smaller communities are …
It’s not just Brampton, our whole fuckin country is like this now. I used to live in BC for the majority of my life, all over Vancouver to Vancouver island, even the smaller communities are completely being invaded. I just moved to Alberta 4 years ago and holy fuck was I in for a surprise. I’m in the greater Edmonton area in a city in the surrounding area and doesn’t matter where you go, they over populate everyone for miles. The numbers the government tell you is a fuckin lie. Those numbers are grossly under exaggerated, it’s a full on invasion. I’ve never seen anything like this in my whole life. For all you fuckin idiots who voted liberal I don’t wanna hear you bitch cause you fuckin caused this.
Identity Attack0.32476485
Insult0.47630358
Profanity0.7654259
Threat0.020264024
Severe Toxicity0.35220072
Toxic 0.72028047 Constructive 0.61 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan …
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan I can spot a Indian/Pakistani/Bangladesh (more or less all the same) from behind from 20m away by the way the walk and what they wear. But this - in all fairness - applies to all foreigners in Japan, also Europeans and Americans. If highly educated Indians come to your neighbourhood, no worries. But if cheap labour force moves to your town .... well, expect some filthy behaviour and zero self-consciousness regarding their own disgusting behaviour. I don't like cheap labour force from underdeveloped countries because the hever learned how to behave properly.
Identity Attack0.6682205
Insult0.6308392
Profanity0.6001929
Threat0.064645745
Severe Toxicity0.44713756
Toxic 0.718943 Constructive 0.575 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Ooh! Ooh ,HohOo!, Complaining in Quebec bout the language is not a good move! That’s gonna cause civil war you stupid immigrants! Learn the history of the country that welcomed you in.
Ooh! Ooh ,HohOo!, Complaining in Quebec bout the language is not a good move! That’s gonna cause civil war you stupid immigrants! Learn the history of the country that welcomed you in.
Identity Attack0.46028158
Insult0.71120167
Profanity0.29279903
Threat0.09009721
Severe Toxicity0.048457388
Toxic 0.71760553 Low Con 0.244 Insult Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
Ohhhh Canada, plus a corrupt illegal migrant scam that runs deep into the government, 5 million recently unaccounted for in the country illegally. If they were of my genetic home of France I'd be even …
Ohhhh Canada,  plus a corrupt illegal migrant scam that runs deep into the government,  5 million recently unaccounted for in the country illegally. If they were of my  genetic home of France I'd be even more pissed because I could say something without being called a fucking racist. Adding an average if 70'000 to the 1.5 million city we live in 5 YEARS IN A ROW IS SIMPLE FUCKING ECONOMICS. In my neighborhood in 9 months 7 houses have burnt down, the same workers with different shell names come in and built the same 8 plex where a SINGLE HOME STOOD, they ONLY move in people from THEIR home country, they buy up business and ONLY hire people from their country. And THOSE ARE THE ONES WHO COME HERE LEGALLY from the same country that make up 90% the unaccounted 5 million in the education visas scam and other scams. I have evidence of so much, so so much.
Identity Attack0.55044734
Insult0.6120431
Profanity0.5722072
Threat0.0824309
Severe Toxicity0.35368225
Toxic 0.7105462 Constructive 0.61 Identity Attack Insult Unverified_Claim
Aug 10, 2025 How Canada broke its immigration …
White people y'all gotta start having sex with each other again, otherwise every single one of your countries are going to borrow people from India to keep your local economies moving. WHITE PEOPLE STOP HATING, …
White people y'all gotta start having sex with each other again, otherwise every single one of your countries are going to borrow people from India to keep your local economies moving. WHITE PEOPLE STOP HATING, AND START LOVING AGAIN!!! Or else all y'all's countries gonna look like India
Identity Attack0.57957685
Insult0.44802538
Profanity0.4170448
Threat0.2836219
Severe Toxicity0.35368225
Moderate 0.687436 Moderate Con 0.305 Identity Attack Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
WHITE PPL INVADED INDIA ; STOLE, KILLED 15 MILLION PPL... INDIAN PPL MOVE TO CANADA TO WORK...WHERE IS THE PROBLEM? ITS NOT EVEN YOUR COUNTRY, YOU STOLE IT TOO, REMEMBER THIEVES?
WHITE PPL INVADED INDIA ; STOLE, KILLED 15 MILLION PPL... INDIAN PPL MOVE TO CANADA TO WORK...WHERE IS THE PROBLEM? ITS NOT EVEN YOUR COUNTRY, YOU STOLE IT TOO, REMEMBER THIEVES?
Identity Attack0.6728028
Insult0.5130944
Profanity0.20016506
Threat0.34804323
Severe Toxicity0.31905776
Moderate 0.6852916 Low Con 0.262 Identity Attack Insult Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Thanks for Covering the BULLSHIT silent invasion of Canada man. I live in the west BC and its just as bad over here. None of the youth can get their 1st job and start working …
Thanks for Covering the BULLSHIT silent invasion of Canada man. I live in the west BC and its just as bad over here. None of the youth can get their 1st job and start working for thw first time because all new begginer entry lvl jobs are taken by all the east indians and other foriegm worker bs. It needs to change, something needs tohappen before it to late, tbh it already feels to late theyve been slowly but steady moving all of India/chyna over and taken over Canada. It feels very weird being a white person walking around your own country getting weird angry looks when you go to a specific area or neighborhood. Its just Wrong it shouldnt be like that. Dont come into our fucking country and try n turn it into your old shithole one, you Follow OUR COUNTRYs rules and laws. Smh. Canada so cooked. Love your work Tyler keep up to good stuff. Hope you enjoyed the way while you were here.
Identity Attack0.4482637
Insult0.5130944
Profanity0.5865656
Threat0.023889944
Severe Toxicity0.23225145
Moderate 0.6544696 Constructive 0.713 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian government is to blame. None of PM are able to manage the country well, and it is deteriorated year by year, including cost of living, medical system, and infrastructures. Foreign policies are basically non-existent …
Canadian government is to blame. None of PM are able to manage the country well, and it is deteriorated year by year, including cost of living, medical system, and infrastructures. Foreign policies are basically non-existent to help the growth of the country instead support the stupid moves.
Identity Attack0.10221587
Insult0.65129566
Profanity0.2258264
Threat0.008349842
Severe Toxicity0.016964722
Moderate 0.6027529 Moderate Con 0.33 Insult Policy_Critique
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
My thing is the people who want to hate on white ppl but then they move to white countries or the people who were born in America tht jus talk shit like they cant move …
My thing is the people who want to hate on white ppl but then they move to white countries or the people who were born in America tht jus talk shit like they cant move somewhere else sure America has its problems but compared to anywhere else we have it amazing not saying it couldnt improve but i damn sure wouldnt wanna live no where else and nether do these ppl tht talk shit cuz they dont leave cuz if they did they would find out how good we have it in America and how blessed we are to be Americans
Identity Attack0.48949075
Insult0.46625584
Profanity0.57236236
Threat0.060119797
Severe Toxicity0.232236
Moderate 0.6020386 Constructive 0.561 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Ofcourae the overcompensating white folks agree with it. So many asinine citizens in this country. Move here for a year and you get everything born here folks get. Yep that's fair. Wtf
Ofcourae the overcompensating white folks agree with it. So many asinine citizens in this country. Move here for a year and you get everything born here folks get. Yep that's fair. Wtf
Identity Attack0.5274064
Insult0.54471385
Profanity0.46460027
Threat0.013631714
Severe Toxicity0.12546301
Moderate 0.6020386 Moderate Con 0.315 Identity Attack Insult
Oct 2, 2025 How much do refugees and …
A TRUE BORN AND BRED CANADIAN IM SAYING THIS!!! Stop moving into my country and call yourselves Canadian!!!! Wrong ! Wrong!Wrong! You are a refugee hiding here or you've been PRIVILEGED with a Canadian Citizen …
A TRUE BORN AND BRED CANADIAN IM SAYING THIS!!! Stop moving into my country and call yourselves Canadian!!!! Wrong ! Wrong!Wrong! You are a refugee hiding here or you've been PRIVILEGED with a Canadian Citizen Card...That DOES NOT MAKE YOU CANADIAN DAMN IT!!! That just makes you a Citizen......PERIOD
Identity Attack0.46028158
Insult0.48399165
Profanity0.44890457
Threat0.013217449
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.362
Sep 8, 2025 Why Canadians Are Turning Against …
Why the f*ck would you move to another part of the world and bring your country with you? The whole point of leaving your country is to start new and acclimatize to the country you've …
Why the f*ck would you move to another part of the world and bring your country with you? The whole point of leaving your country is to start new and acclimatize to the country you've moved to...🙄
Identity Attack0.104676254
Insult0.33154017
Profanity0.61633086
Threat0.009437286
Severe Toxicity0.072789766
Moderate 0.57271194 Moderate Con 0.387
Nov 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Wow, What a 'hot take'. 🙄There are assholes everywhere - So when the country increases immigration massively, Canada will see an influx of both amazing people AND assholes. Reducing it to a race issue is …
Wow, What a 'hot take'. 🙄There are assholes everywhere - So when the country increases immigration massively, Canada will see an influx of both amazing people AND assholes. Reducing it to a race issue is so reductive and incredibly ignorant. This is a complex issue - most communities are suffering from a lack of infrastructure and planning with the sudden mass immigration that's happened. Let me also remind you - Canada is a MULTICULTURAL country, with most of it being TREATY LAND. Which means that at one point, us or our ancestors were the assholes who came here and didn't assimilate. If you're not ready to have some grace and embrace people individually, feel free to move down to that melting pot you're so fond of.
Identity Attack0.26833034
Insult0.56997263
Profanity0.41375932
Threat0.011146127
Severe Toxicity0.09912638
Moderate 0.5716857 Constructive 0.702 Insult Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
I'll never respect or understand people who move countries and don't lift a finger to fit in. Pure scum behavior. The Canadian govt has A LOT to answer for.
I'll never respect or understand people who move countries and don't lift a finger to fit in. Pure scum behavior. The Canadian govt has A LOT to answer for.
Identity Attack0.17925262
Insult0.6149945
Profanity0.2268346
Threat0.0091524795
Severe Toxicity0.02077355
Moderate 0.56269526 Moderate Con 0.396 Insult
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I fucking love the Indian guy who said there’s too many Indians 😂 also yeah you SHOULD assimilate to the country you’ve moved to! My grandparents and parents did. Also that dude on the bike?! …
I fucking love the Indian guy who said there’s too many Indians 😂 also yeah you SHOULD assimilate to the country you’ve moved to! My grandparents and parents did. Also that dude on the bike?! BROOO 😂
Identity Attack0.41975367
Insult0.2838064
Profanity0.61633086
Threat0.03649433
Severe Toxicity0.18538254
Moderate 0.55739564 Constructive 0.596 Humor_Satire
Mar 3, 2026 Inside Canada's Indian Invasion...
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in …
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in illegally or is overstaying their visit.
Identity Attack0.55803186
Insult0.47020787
Profanity0.5013569
Threat0.3297989
Severe Toxicity0.16960317
Moderate 0.55739564 Constructive 0.579 Identity Attack Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Moslems moving to the west to enjoy our freedoms, only to try to convert us and implement sharia law - to destroy our nations like the ones they just fled from. If sharia law is …
Moslems moving to the west to enjoy our freedoms, only to try to convert us and implement sharia law - to destroy our nations like the ones they just fled from. If sharia law is so great, stay in your Arab countries and get tf out of ours
Identity Attack0.6007182
Insult0.40698266
Profanity0.33453682
Threat0.09776353
Severe Toxicity0.18232453
Moderate 0.54823303 Moderate Con 0.304 Identity Attack
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Am sick and disgusted to the bone how Trudeau bring the wrong people into the country. So many are crooked, racist, corrupt, moved among their own and only support their own people. This is not …
Am sick and disgusted to the bone how Trudeau bring the wrong people into the country. So many are crooked, racist, corrupt, moved among their own and only support their own people. This is not the Canada we use to know.
Identity Attack0.33675182
Insult0.5739874
Profanity0.075792134
Threat0.008531082
Severe Toxicity0.022452017
Moderate 0.53579444 Moderate Con 0.392 Insult
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I'd honestly prefer Indians over Middle Easterners. Hindus and Sikhs aren't proselytizers and generally have a much more mellow religious vibe, unlike Muslims. Plus, Indian food is the shit, I dig curry and samosas. The …
I'd honestly prefer Indians over Middle Easterners. Hindus and Sikhs aren't proselytizers and generally have a much more mellow religious vibe, unlike Muslims. Plus, Indian food is the shit, I dig curry and samosas. The thing you really have to be careful of, as is the situation with any instance of mass migration, is to be aware if newcomers are taking advantage of Western social assistance programs, like the Somalis have done with the welfare system. They need to understand that to be welcomed as new Americans, they have to work. Indians have proven to be industrious through hotels and convenience shops. I'd prefer them to Middle Easterners or certain cultures of Africans. That all being said, they should also come to understand that, having moved to a modern country, there's very little point in having massive families with ten kids. No need to endlessly spawn more people to help with chores like water fetching when you have indoor plumbing. It's an unfortunate trend a lot of migrants have trouble getting over, the endless breeding that makes locals anxious that they'll become a minority in their own country in just a few generations.
Identity Attack0.5498214
Insult0.46173862
Profanity0.5381406
Threat0.02924249
Severe Toxicity0.16960317
Moderate 0.52811706 Constructive 0.805 Identity Attack Identity_Assertion
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.