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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: "“You can’t make this up” …" 1,431 comments · Page 18 of 58
Illegal Europeans occupied Canada Legal indians staying there makes them worried Is THE JOKE
Illegal Europeans occupied Canada Legal indians staying there makes them worried Is THE JOKE
Identity Attack0.4508763
Insult0.2469859
Profanity0.034397304
Threat0.008285114
Severe Toxicity0.015092585
Moderate 0.37751234 Low Con 0.178
Dec 30, 2025 Inside Canada's Indian Metropolis (Brampton)
we will invade all develop nations like british invaded most countries and steal all the wealth and take it back to india. all Immigrant indian are trained agent by india secret agencies and the sole …
we will invade all develop nations like british invaded most countries and steal all the wealth and take it back to india. all Immigrant indian are trained agent by india secret agencies and the sole purpose is to bring back the wealth and make india great again.
Identity Attack0.44690517
Insult0.16831873
Profanity0.09775851
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.201 Unverified_Claim
Feb 21, 2026 2 likes Inside Canada's Indian Invasion...
It's not just Brampton. It's sll of Canada. Indians are getting handed 99% of 6 figure jobs while being absolutely clueless on how to do those jobs and make zero effort to learn their job …
It's not just Brampton. It's sll of Canada. Indians are getting handed 99% of 6 figure jobs while being absolutely clueless on how to do those jobs and make zero effort to learn their job while everyone suffers for it. The actual Canadian citizens that are more than qualified instead have to work much lower paid jobs they're over qualified for and then get taxed to death to pay for employing these incompetent Indians. The liberals sold out Canada to intentionally collapse the nation. Liberalism is a mind virus that destroys the weak.
Identity Attack0.38185352
Insult0.36798462
Profanity0.055940874
Threat0.012596053
Severe Toxicity0.015802706
Moderate 0.37751234 Moderate Con 0.445 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Arrest these 4 women , their nervousness is clearly saying how much money they have made from Indian and other foreign agents as commission to make the way receptive for those fraudulent students
Arrest these 4 women , their nervousness is clearly saying how much money they have made from Indian and other foreign agents as commission to make the way receptive for those fraudulent students
Identity Attack0.29798782
Insult0.36709076
Profanity0.089693464
Threat0.13815513
Severe Toxicity0.017158391
Moderate 0.37751234 Low Con 0.164 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
First off, the host is asking BS question from people who look they are on unemployment benefits. Second, getting ONE brown guy to says racist stuff doesn't makes the video less racist.
First off, the host is asking BS question from people who look they are on unemployment benefits. Second, getting ONE brown guy to says racist stuff doesn't makes the video less racist.
Identity Attack0.3908055
Insult0.25602314
Profanity0.12158839
Threat0.008738215
Severe Toxicity0.015802706
Moderate 0.37751234 Moderate Con 0.44 Meta_Commentary
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact …
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact people from abroad and make them come in Canada, then they take their money as fees and then flash! No such college existed. And foreign people are trapped there. Also, hire qualified people with degrees like the USA does. Indians are living in USA too, but it's not such a big problem in USA BCOS of their policies. Not everyone is wrong,but make sure to punish the wrong one's. Imply tough rules on cleanliness and job hirings. Instead of banning people from these countries, imply strict regulations on them. For indians or any other communitee:- Shame on you guys, no one is saying you to leave your culture or something. It's just that be like a Canadian, give jobs to other communities too. Maintain cleanliness standards of Canada, not india or any country. Follow canadian driving rules rather then any other countries. You should be grateful for them to accept you, now you should accept them too. Thankyou.
Identity Attack0.33352965
Insult0.31740165
Profanity0.27882218
Threat0.009359611
Severe Toxicity0.02258113
Moderate 0.37751234 Constructive 0.745
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and …
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and leave. This created space for the Indians to come in and occupy. Now, the Indians have bought up all the businesses and houses from where the yts have flee. Now the yt people see the Indians thriving and giving jobs to their own kind, discriminating just like the yt people do, and this makes the yt people upset. Two very arrogant, egotistical, and entitled kinds of people.
Identity Attack0.44690517
Insult0.27969417
Profanity0.08064143
Threat0.011120236
Severe Toxicity0.017158391
Moderate 0.37751234 Constructive 0.542 Identity_Assertion
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Are Canadians supposed to weep over it? Deport all illegals and criminals ASAP. And sue those bogus immigration consultants and lawyers for making money at the expense of Canada.
Are Canadians supposed to weep over it? Deport all illegals and criminals ASAP. And sue those bogus immigration consultants and lawyers for making money at the expense of Canada.
Identity Attack0.381025
Insult0.34101152
Profanity0.026180768
Threat0.055917133
Severe Toxicity0.015286255
Moderate 0.37751234 Low Con 0.289 Policy_Critique
Dec 24, 2025 20 likes Deportations From Canada at Their …
As a Indo Canadian Born here 40 years old wtf happened to this country… tradeau government tried making money off international students… Now they all here
As a Indo Canadian Born here 40 years old wtf happened to this country… tradeau government tried making money off international students… Now they all here
Identity Attack0.10221587
Insult0.1935001
Profanity0.39842105
Threat0.008712323
Severe Toxicity0.018384963
Moderate 0.37751234 Moderate Con 0.414
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
please make this more known its crazy here in canada
please make this more known its crazy here in canada
Identity Attack0.27171627
Insult0.38406035
Profanity0.06646215
Threat0.0074306927
Severe Toxicity0.008239746
Moderate 0.37751234 Moderate Con 0.374 Call_To_Action
Feb 7, 2026 Inside Canada's Indian Invasion...
Wild wild country 2.5. The only difference is this isn't Antelope. Hanuman wouldn't go outside his homeland to "monkey" around as a god without a human influence. To consume half a whole city. Not honoring …
Wild wild country 2.5. The only difference is this isn't Antelope. Hanuman wouldn't go outside his homeland to "monkey" around as a god without a human influence. To consume half a whole city. Not honoring life is a shame. Worshipping life somewhere else outside is a show of fear of death. Real Hanuman people would not manipulate other people from another country let alone thier own. But it's not like it's American, we know what happened in Antelope and Canadian people have to deal with it now. Some "people" make this mistake by confusing religion with money.
Identity Attack0.3908055
Insult0.3493834
Profanity0.14225815
Threat0.02855184
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.498 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
India population is 1.4 billions and it's increasing day by day like rabbits but the problem is they are sending them to America Canada Australia Europe to make all world a mess
India population is 1.4 billions and it's increasing day by day like rabbits but the problem is they are sending them to America Canada Australia Europe to make all world a mess
Identity Attack0.40883094
Insult0.33154017
Profanity0.09292633
Threat0.012130005
Severe Toxicity0.021290002
Moderate 0.37751234 Moderate Con 0.306 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
We have to be careful that we don't become the U.S. Yes, some of these immigrants deserve to be deported, but let's make sure that it's the criminals that are deported, and shun racism when …
We have to be careful that we don't become the U.S. Yes, some of these immigrants deserve to be deported, but let's make sure that it's the criminals that are deported, and shun racism when you can. Canadian culture is multicultural, every single white Canadian is an immigrant, don't turn away immigration as a whole, we do NOT want to become the US.
Identity Attack0.46028158
Insult0.24928534
Profanity0.031391226
Threat0.017846745
Severe Toxicity0.016641939
Moderate 0.37751234 Constructive 0.709
Sep 10, 2025 Why Canadians Are Turning Against …
Mark Carney has approved 250,000 new imigrants from India and Pakistan. They are immigrants with money so this makes it acceptable to let them gain citizenship. Scarborough will be the capital city where 100% per …
Mark Carney has approved 250,000 new imigrants from India and Pakistan. They are immigrants with money so this makes it acceptable to let them gain citizenship. Scarborough will be the capital city where 100% per cent of the workforce will be Hindu or Pakistani. NO WHITES ALLOWED. Tim Horton's is now hiring.....
Identity Attack0.45348886
Insult0.16758773
Profanity0.036401358
Threat0.012337137
Severe Toxicity0.017029278
Moderate 0.37694603 Moderate Con 0.457 Unverified_Claim
Sep 3, 2025 Why Canadians Are Turning Against …
One thing I'd never understand is when Whites have invaded, colonized, pillaged entire continents they downplay it or straight up deny it, and now a few brownskins (not even making 10% of the population) are …
One thing I'd never understand is when Whites have invaded, colonized, pillaged entire continents they downplay it or straight up deny it, and now a few brownskins (not even making 10% of the population) are in their country doing their work, minding their own business and they call it invasion.
Identity Attack0.45610145
Insult0.17486192
Profanity0.1110661
Threat0.015429466
Severe Toxicity0.020644438
Moderate 0.37694603 Moderate Con 0.48 Moral_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Wiped out the natives, brought in Indians, and now complain about it—can't make this stuff up, folks.
Wiped out the natives, brought in Indians, and now complain about it—can't make this stuff up, folks.
Identity Attack0.4453683
Insult0.16853803
Profanity0.075468846
Threat0.13566011
Severe Toxicity0.021290002
Moderate 0.37576625 Low Con 0.195
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As long as you have legal papers.. And obey they law..for me its is okey.. But if you here then speading muslim culture, then make sharia law.. Its a big no.. The only religion i …
As long as you have legal papers.. And obey they law..for me its is okey.. But if you here then speading muslim culture, then make sharia law.. Its a big no.. The only religion i scared to spread is islam..
Identity Attack0.46028158
Insult0.16751462
Profanity0.0838743
Threat0.017156094
Severe Toxicity0.023076924
Moderate 0.37576625 Moderate Con 0.468 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It ain't an invasion. Canada depends on immigrants to maintain our population. The land who makes up Canada was originally stolen, so as a white Canadian, we have no right to decide where someone else …
It ain't an invasion. Canada depends on immigrants to maintain our population. The land who makes up Canada was originally stolen, so as a white Canadian, we have no right to decide where someone else can live. Everyone should be welcomed and supported here, regardless of their race, ethnicity, sex, faith, gender, sexuality, and physical or mental differences. The only People who don't belong in Canada are those who have given in to racism, bigotry, and hate.
Identity Attack0.39966375
Insult0.28791866
Profanity0.022423252
Threat0.008466354
Severe Toxicity0.013091337
Moderate 0.37576625 Constructive 0.653 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
White dude on a bike makes some valid points.
White dude on a bike makes some valid points.
Identity Attack0.39870077
Insult0.15840563
Profanity0.084844165
Threat0.07399795
Severe Toxicity0.023076924
Moderate 0.37576625 Moderate Con 0.35
Jan 27, 2026 Inside Canada's Indian Invasion...
no one wants to be canadian anymore, we should just be naturalized american making canada great again
no one wants to be canadian anymore, we should just be naturalized american making canada great again
Identity Attack0.46028158
Insult0.113185234
Profanity0.04516909
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.37458646 Low Con 0.21
Jan 13, 2026 Canada’s new rules in 2026
Thanks to all the Indians living in Brampton...All are hardworking people. This Canadian economy is surviving because of high education fees charged to International students, money they bring from their home countries ,they work hard …
Thanks to all the Indians living in Brampton...All are hardworking people. This Canadian economy is surviving because of high education fees charged to International students, money they bring from their home countries ,they work hard in workplaces,hospitals,schools,retail,IT,manufacturing,government etc. ... Otherwise the so called mainstream bankrupt Cauca***n people dont even have money for retirement....Entitled lot dont want to work, they just want to make hateful videos and get attention. While they make such videos, Immigrants are focusing on working hard and getting ahead in life.
Identity Attack0.38176915
Insult0.3388922
Profanity0.22723788
Threat0.0100069
Severe Toxicity0.023076924
Moderate 0.37458646 Constructive 0.656
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Send them all back to India. Make Canada great again
Send them all back to India. Make Canada great again
Identity Attack0.39966375
Insult0.16883044
Profanity0.039657943
Threat0.04167421
Severe Toxicity0.023076924
Moderate 0.37340668 Low Con 0.167 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
importing millions of indians totally isnt making out housing crisis worse listen to ze government
importing millions of indians totally isnt making out housing crisis worse listen to ze government
Identity Attack0.40713623
Insult0.17734702
Profanity0.091633186
Threat0.022335978
Severe Toxicity0.023076924
Moderate 0.37340668 Low Con 0.222
Jan 27, 2026 Inside Canada's Indian Invasion...
You will not see this guy making a video over Ukrainians taking over Canada because they are Caucasian
You will not see this guy making a video over Ukrainians taking over Canada because they are Caucasian
Identity Attack0.44690517
Insult0.123407245
Profanity0.069969244
Threat0.017674083
Severe Toxicity0.016771052
Moderate 0.3722269 Low Con 0.137 Identity_Assertion
Feb 22, 2026 Inside Canada's Indian Invasion...
at this point do we even need refugees? why aren't we getting white people to make more babies. that's the part i dont get.
at this point do we even need refugees? why aren't we getting white people to make more babies. that's the part i dont get.
Identity Attack0.44690517
Insult0.1378885
Profanity0.08419759
Threat0.012751401
Severe Toxicity0.017158391
Moderate 0.3722269 Moderate Con 0.307 Identity_Assertion
Nov 22, 2025 Thousands of refugees allowed into …

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.