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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: "Their only job will be …" 1,176 comments · Page 16 of 48
Canada, a country that does not even have its own native people. It is just Europeans complaining about other immigrants whilst ignoring the Native Americans. Also, most white Canadians here take benefits; therefore, they are …
Canada, a country that does not even have its own native people. It is just Europeans complaining about other immigrants whilst ignoring the Native Americans. Also, most white Canadians here take benefits; therefore, they are not bothered to find a job. Same problem in the UK
Identity Attack0.39677486
Insult0.16195811
Profanity0.020100424
Threat0.006757513
Severe Toxicity0.008087158
Moderate 0.32712606 Moderate Con 0.457
Nov 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I proved my skill, got a job on 3rd from landing, paying hefty tax only to find my corrupt neighbors seeking asylum in Canada and getting benefited from my tax money under fraudulent claim.
I proved my skill, got a job on 3rd from landing, paying hefty tax only to find my corrupt neighbors seeking asylum in Canada and getting benefited from my tax money under fraudulent claim.
Identity Attack0.073429056
Insult0.34237885
Profanity0.02208166
Threat0.007340072
Severe Toxicity0.0049591064
Moderate 0.3266089 Constructive 0.504
Jun 23, 2025 1 likes How Canada broke its immigration …
I wanna tell you this folks , the reason we Indians get jobs ( which you racist people dont like ) is not because our people are there and they hire us , its because …
I wanna tell you this folks , the reason we Indians get jobs ( which you racist people dont like ) is not because our people are there and they hire us , its because we work hard we do extra shifts , we have skills which employers are looking for . Moreover , the companies which hire Indians are owned and operated by no other then Canadians or i should say white canadians itself. So instead of blaming one community for your every problem , work hard , learn skills which will make your life more easy .
Identity Attack0.36702603
Insult0.24767025
Profanity0.06395709
Threat0.009048914
Severe Toxicity0.012435913
Moderate 0.3266089 Constructive 0.583
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
99.99% of alleged asylum seekers from India are Punjabi Sikhs, most of whom end up in low wage jobs owing to a lack of education and an inability to read, write, or communicate in English. …
99.99% of alleged asylum seekers from India are Punjabi Sikhs, most of whom end up in low wage jobs owing to a lack of education and an inability to read, write, or communicate in English. And almost 99.99% of them are lying on their asylum applications. Please Google "Punjabi gangs in Canada", see for yourself.
Identity Attack0.37292135
Insult0.24928534
Profanity0.020920247
Threat0.007909686
Severe Toxicity0.010375977
Moderate 0.3260917 Moderate Con 0.425
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
0:12 That guys going to be fired from his job.
0:12 That guys going to be fired from his job.
Identity Attack0.027815815
Insult0.06687108
Profanity0.0838743
Threat0.26455072
Severe Toxicity0.013091337
Moderate 0.32557452 Low Con 0.217 Meta_Commentary
Jan 29, 2026 11 likes Inside Canada's Indian Invasion...
We need a Canadian version of I.C.E to remove illegal immigrants. Plus it we'll give Canadians that are trusted a job.
We need a Canadian version of I.C.E to remove illegal immigrants. Plus it we'll give Canadians that are trusted a job.
Identity Attack0.3817989
Insult0.09855611
Profanity0.02023706
Threat0.13815513
Severe Toxicity0.019095084
Moderate 0.32557452 Constructive 0.542
Nov 26, 2025 1 likes IRCC Names India in Study …
no white employees because they dont want to work hard jobs..its usually the immigrants that do all the work just like the US
no white employees because they dont want to work hard jobs..its usually the immigrants that do all the work just like the US
Identity Attack0.3857254
Insult0.082619295
Profanity0.059447967
Threat0.008155655
Severe Toxicity0.011978149
Moderate 0.3250515 Low Con 0.274 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I have np with whatever race that wants to come to Canada, but my problem with the Indians is that when. They get jobs they only hire their own once they get in, and when …
I have np with whatever race that wants to come to Canada, but my problem with the Indians is that when. They get jobs they only hire their own once they get in, and when there are other races at the job, they give all that work to the other race and talk in their language all day not a good feeling
Identity Attack0.40255263
Insult0.13607834
Profanity0.07047026
Threat0.008090926
Severe Toxicity0.013091337
Moderate 0.3250515 Constructive 0.58 Identity_Assertion
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
We don't want them for labour, we don't want them at all. They lie and lie and scam anything they can. Its basically an authoritarian regime. Criticize anything and they threaten you with losing your …
We don't want them for labour, we don't want them at all. They lie and lie and scam anything they can. Its basically an authoritarian regime. Criticize anything and they threaten you with losing your job or going to prison or freezing bank accounts.
Identity Attack0.035847444
Insult0.26957804
Profanity0.038655918
Threat0.033386398
Severe Toxicity0.0077819824
Moderate 0.3245134 Moderate Con 0.468 Unverified_Claim
Dec 29, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I'm unemployed and looking for a poon job
I'm unemployed and looking for a poon job
Identity Attack0.011617327
Insult0.10440776
Profanity0.2661081
Threat0.009385503
Severe Toxicity0.011367798
Moderate 0.3245134 Moderate Con 0.409 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Educate your people of India most of them going here did falcification of documents fraud getting a job that doesn't know either.
Educate your people of India most of them going here did falcification of documents fraud getting a job that doesn't know either.
Identity Attack0.316
Insult0.24928534
Profanity0.062454045
Threat0.00951496
Severe Toxicity0.012283325
Moderate 0.3234372 Low Con 0.248 Unverified_Claim
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
MANAGEMENT AND CASTE BASED RESERVATION is the ROOT cause of all system collapse in INDIA .... 😡😡😡😡 -------------------------------------- 👉👉Why not only TWO quota in India.. [Government school quota (with non creamy certificate) AND private school …
MANAGEMENT AND CASTE BASED RESERVATION is the ROOT cause of all system collapse in INDIA .... 😡😡😡😡 -------------------------------------- 👉👉Why not only TWO quota in India.. [Government school quota (with non creamy certificate) AND private school quota] .. 🤔 ♦️Why insulting students by giving caste quota 😑 📌[ Read the above statement again and again ]👆 👉👉Caste quota is used again and again by the SAME FAMILY who developed using the caste quota..How the caste quota is going to help the POOR students from the SAME caste .. 😡😡😡😡 -------------------------------------- 🏮Caste quota in Tamilnadu is [ 69 % ] 😡 🏮Merit is a JOKE in India 🤣🤣🤣🤣 📌👉👉 In India LESS than - [ 30 % ] - (FC & BC) use ONLY Brain and HARD WORK to get a degree 😮 The rest around - [ 70 % ] - also use.. 1. MONEY (MANAGEMENT QUOTA) 2. CASTE QUOTA ( MBC & SC & ST ) 😡😡😡😡😡😡😡😡 ------------------------------------- 👉👉 Also.. DON'T sell seats using MANAGEMENT QUOTA .. Government should take control of all PRIVATE colleges seat admission ... Give the seat to those who have the marks and let them pay with interest when they go to the job.. to the studied private college.. ♦️( Give the seat to those who have the brain NOT to those who have the money) 😡😡😡😡 📌📌 Getting a degree solely depends on BRAIN .... [ MONEY and CASTE has NO place in it ].. 😡😡😡😡
Identity Attack0.32184324
Insult0.26957804
Profanity0.16403814
Threat0.058180105
Severe Toxicity0.06225512
Moderate 0.3234372 Moderate Con 0.475 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The Liberals and their woke ideology are ruining Canada. Canada's aging population means we need immigration, but not when things like housing, jobs, and healthcare etc are already beyond maxed out. They've been bringing in …
The Liberals and their woke ideology are ruining Canada. Canada's aging population means we need immigration, but not when things like housing, jobs, and healthcare etc are already beyond maxed out. They've been bringing in too many 'refugees'-unvetted and likely a large portion of which may not actually be refugees, and then there's the ridiculously high number of 'temporary foreign workers' - the majority of these are people with values, hygiene and morals that are not acceptable or cohesive in our country. Unfortunately many are muslim and have beliefs in sharia law which dates back to the 1400's and is primitive and contrary to our Western values and morals. I am hoping Canada is not too far gone to save (although I have my doubts).
Identity Attack0.18705739
Insult0.3388922
Profanity0.051181246
Threat0.008531082
Severe Toxicity0.008201599
Moderate 0.32289913 Constructive 0.572
Aug 25, 2025 Why Canadians Are Turning Against …
Canadians that fought against this happening were labeled "racist, criminals and extremists" and, on usual, arrested for speaking out against all of this. While we screamed and cried and protested for our own security and …
Canadians that fought against this happening were labeled "racist, criminals and extremists" and, on usual, arrested for speaking out against all of this. While we screamed and cried and protested for our own security and safety, our system laughed, took our money, religous beliefs, living spaces, and jobs to people to hate us.
Identity Attack0.20680901
Insult0.27146968
Profanity0.021876704
Threat0.0091524795
Severe Toxicity0.007858276
Moderate 0.32182294 Constructive 0.585 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
Canadians themselves are responsible because a good few of them are running illegal education rackets blessed by their respected governments. Why Indians because Indians want to get out their messy country where jobs are scarce, …
Canadians themselves are responsible because a good few of them are running illegal education rackets blessed by their respected governments. Why Indians because Indians want to get out their messy country where jobs are scarce, lawlessness corruption is extreme on top countries like UK Canada Australia and NZ are making billions out of these so-called students. On top they are getting 19-year-old to 30-year educated healthy young ones to work for them for pittance. Your government knows it very well and they should be blamed for the mess. Wait a few years more
Identity Attack0.34974504
Insult0.24928534
Profanity0.051181246
Threat0.0089712385
Severe Toxicity0.012054443
Moderate 0.32128486 Moderate Con 0.482 Policy_Critique
Oct 2, 2025 1 likes IRCC Names India in Study …
Now that a large portion of us real Canadians are starting to feel the negative effects of this 3rd invasion we are enduring the agencies responsible for protecting our borders are NOW going to start …
Now that a large portion of us real Canadians are starting to feel the negative effects of this 3rd invasion we are enduring the agencies responsible for protecting our borders are NOW going to start doing their jobs eh? But let me guess. It will be half measures and a half assed commitment with no real enforcement. I have zero faith in this country.
Identity Attack0.08749158
Insult0.24171697
Profanity0.24147889
Threat0.008841781
Severe Toxicity0.01083374
Moderate 0.32128486 Moderate Con 0.402 Identity_Assertion
Feb 19, 2026 Canadian immigration officers investigating hundreds …
I feel for that lady,I'm a home owner, but not for long, I lost my job due to a back injury, I went back to school for DZ and heavy equipment tickets, graduated 7 months …
I feel for that lady,I'm a home owner, but not for long, I lost my job due to a back injury, I went back to school for DZ and heavy equipment tickets, graduated 7 months ago and unable to find work, I spent all my savings, in 3 years. I saved $75,000 over my 40 years, just to lose it all to the economy we live in today. I eat once every other day. I will be homeless by winter. And I see all the immigrants wearing Gucci, driving nice cars, living the life Canadians deserve. I'm ready to burn this government to the ground. I'm about to lose everything and there's nothing I can do to save my life.
Identity Attack0.19298288
Insult0.16890354
Profanity0.07643871
Threat0.34804323
Severe Toxicity0.02167734
Moderate 0.32074678 Constructive 0.672 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
There's ABSOLUTEY NO INCENTIVE for immigrants to LEARN TO SPEAK PROPER ENGLISH WHILE ON THE JOB .....because companies will hire them anyways.... they GET THE GREEN LIGHT!!!!!! THIS IS NOT A RACIST THOUGHT/BELIEF ..... THESE …
There's ABSOLUTEY NO INCENTIVE for immigrants to LEARN TO SPEAK PROPER ENGLISH WHILE ON THE JOB .....because companies will hire them anyways.... they GET THE GREEN LIGHT!!!!!! THIS IS NOT A RACIST THOUGHT/BELIEF ..... THESE ARE FACTS!!!!!!
Identity Attack0.34324843
Insult0.1342682
Profanity0.022628209
Threat0.00746953
Severe Toxicity0.012207031
Moderate 0.32074678 Moderate Con 0.311 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm born and raised Canadian 48 years and I'm sick of my country looking like Afghanistan, Pakistan, Iran, Iraq , and all of the other refugees and immigrants. We don't need you here to make …
I'm born and raised Canadian 48 years and I'm sick of my country looking like Afghanistan, Pakistan, Iran, Iraq , and all of the other refugees and immigrants. We don't need you here to make anchor babies and take our jobs and use up our resources ( jobs, medical, housing). Everything said by that woman is 100% correct and I approve that message. My wife has been unemployed since Christmas of 2024 and I've been off since March of 2025 and it's now mid September 2025. Our bills and taxes don't stop coming in when the cheques stop coming in. I haven't been on EI in 20 years!
Identity Attack0.36598656
Insult0.24928534
Profanity0.038154904
Threat0.010162249
Severe Toxicity0.017029278
Moderate 0.32020867 Constructive 0.736
Sep 12, 2025 Why Canadians Are Turning Against …
You obviously have never read the United Nations Document - The Replacement. We are paying for hotels, food, housing and a percentage of their paycheque through our taxes, Federal, Provincial and Municipal. Canadians cannot find …
You obviously have never read the United Nations Document - The Replacement. We are paying for hotels, food, housing and a percentage of their paycheque through our taxes, Federal, Provincial and Municipal. Canadians cannot find jobs because they hire the illegals. I will not call them immigrants. Immigrants came here legally. Illegals have been flying in claiming asylum, still crossing our borders and given special treatment. WE ARE MAD AT THE IMMIGRANTS - THEY KNOW THEY HAVE IT MADE
Identity Attack0.34649673
Insult0.18852992
Profanity0.01893901
Threat0.008764107
Severe Toxicity0.011749268
Moderate 0.31963667 Constructive 0.594 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them …
As a indian my self i found saying "proud canadian " from a indian is really weird cringy they are not even inviting you and all of they just tryn hard to associate with them either make india better or live here there is no need to move out HIndus are already started birthcontrols being aware is just all we need thats it i think whites or native people are right because no one likes sudden changes !! I am also capable of moving out but i will not i think i can do something better here i can make my community better . Indians also have this some kind of invisible competetion between there extended fam. or neighbourhood which is the one of the shittiest reason of indian leaving india they think washing dishes is better then a business or farmer here . I know we have multiple problems but leaving them would not give any solution to them ,we are actually growing it takes time to be like any europian country but im sure we should not have to like them we can be better in our own we are not in a race of living better all we have to do is making our living standards better Rule No 1 Never make more than 2 children Dont do something uncivilied thing in front of them We are really good in cleaning our houses but focus on streets too( ofc this is not for all many of us are actually doing this) Dont give shit about politics too much your control should be in your hands Practice religion very well , Dont cutt off from roots Dont beileve in pathetic rituals Rivers are water sources respecting them means keep them clean as possible thats all Work on esthetics of your streets try to make your house lil similar to all and dont think of job either you can make jobs THATS ALL. In this case like if we say we dont want to tolerate illegal bangladeshis same as they NO nation wants too much people from a particular country it obviously feels like invaded Anyhow To all white people reading this May be you can found us problematic in some way but most indian are really sweet and kind by heart .
Identity Attack0.36702603
Insult0.24493282
Profanity0.092279755
Threat0.010472948
Severe Toxicity0.014447021
Moderate 0.31963667 Constructive 0.707
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change …
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change the ways we who were born and raised here are aloud to live our lives as we always have. My first job ever was tim hortons. Now im watching teens unable to gain independence unless their parents i Know someoneone who can hire them meanwhile no one can understand the person taking their order at tim hortons...Canada is to expensive now and we dont have the means to support these people anymore. Its costing us more with what they have done to our economy . Some of these people have zero care for human life ether they drive like A holes and cause accidents that cost lives. Canada is no longer a welcoming happy country. We are exhausted from busting our ass to keep a roof over our head leaving us unable to afford other things even food. Its not that they are all awful people (some are) but we CANT support them anymore we need to be able to support ourselves again !! The last 2 prime ministers are also to blame in reality. As an albertan i dont even care about anyone east of manitoba because they chose to vote this reality to life. I wanna see western canadas money stay on the west end of this country. There is a canadian divide and its time to seperate so not every canadian has to suffer for the stupidity out that way
Identity Attack0.25647953
Insult0.24928534
Profanity0.16264248
Threat0.011508608
Severe Toxicity0.015221698
Moderate 0.31825066 Constructive 0.665 Economic_Argument
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
I a, Pakistani let me tell why won’t assimilate it’s cuz you guys make fun of our accent and culture so we say is they can look down on us even if we assimilate why …
I a, Pakistani let me tell why won’t assimilate it’s cuz you guys make fun of our accent and culture so we say is they can look down on us even if we assimilate why assimilate at all honestly it feels so good no need to speak French or English I only speak English at school even that is interrupted by speaking desi languages like Punjabi Hindi Urdu and others like we can integrate but never assimilate and also not to mention stereotypes you guys do on us so we just say if they gonna treat us negatively why not just take jobs and business we aren’t gonna be treated any better so why not make most out of it and why you guys mad other people have their own communities culture and language you guys were also immigrants not even immigrants but colonizers who literally gcided the natives also why you mad like they are successful and made their own community and support eachother that’s why they aren’t homeless they support eachother and are willing to compromise
Identity Attack0.29951343
Insult0.14150882
Profanity0.17987521
Threat0.045895394
Severe Toxicity0.023076924
Moderate 0.31825066 Constructive 0.747 Personal_Narrative
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This upsets me a great deal! My father was a vet, who served , And Trudeau says no money is avaiable, My dad he died ok, and you can give money to a refugee,and shaft …
This upsets me a great deal! My father was a vet, who served , And Trudeau says no money is avaiable, My dad he died ok, and you can give money to a refugee,and shaft my mother who is a widow. Shame on you ! Its true that the refugeess ,get a house,a car , etc, and yet low income Canadians who are on a waitlist get shafted for the low income housing.. We have homeless folks who suffer from Mental illness are seniors on the streets in Calgary alberta,and are waiting for a place to live . In regards to jobs , Canadian employers will hire the refugee over a Canadian because he or she will play the RACE CARD. . CBC wake up! This is the reality of what is happening !.. Folks next election vote TRUDEAU OUT!
Identity Attack0.19890837
Insult0.26957804
Profanity0.03189224
Threat0.014738814
Severe Toxicity0.011672974
Moderate 0.31686464 Constructive 0.739
Mar 5, 2018 6 likes How much do refugees and …
I'm from a small place in eastern canada , Every tim's has been taken over ! My town might have 2500 people and not one white person works in any tim's within 400 km it's …
I'm from a small place in eastern canada , Every tim's has been taken over ! My town might have 2500 people and not one white person works in any tim's within 400 km it's kinda crazy ! With hardly any jobs maybe they should employ people that's actually from here first ?
Identity Attack0.3072352
Insult0.16861114
Profanity0.06145202
Threat0.009851551
Severe Toxicity0.0104522705
Moderate 0.3140926 Constructive 0.657 Economic_Argument
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.