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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "I have had enough! I …" 479 comments · Page 3 of 20
They're not stupid. If a first-world country offers you guarantees just for living there and having children, who would be foolish enough to say "No"? The problem isn't them; the problem is the government for …
They're not stupid. If a first-world country offers you guarantees just for living there and having children, who would be foolish enough to say "No"? The problem isn't them; the problem is the government for allowing their culture to be replaced in order to get quick results.
Identity Attack0.09162762
Insult0.56997263
Profanity0.31402156
Threat0.008272167
Severe Toxicity0.016383713
Moderate 0.51980776 Moderate Con 0.421 Insult Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Entire Canada is Brampton now. Absolutely disgusting cultural suicide this country has committed. There is no more multiculturalism, now it's becoming INDIA. Nothing against Indian people, but ENOUGH IS ENOUGH. Oh and I am an …
Entire Canada is Brampton now. Absolutely disgusting cultural suicide this country has committed. There is no more multiculturalism, now it's becoming INDIA. Nothing against Indian people, but ENOUGH IS ENOUGH. Oh and I am an immigrant too, so stick your "racism" and other comments up your rear.
Identity Attack0.4508763
Insult0.4962726
Profanity0.09001675
Threat0.20544581
Severe Toxicity0.023270357
Moderate 0.51980776 Moderate Con 0.418 Identity_Assertion
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I worked at a bank. I seen the amount of money refugees and immigrants receive. A family that was brought to my town from another country due to "grape" of the daughters, was given enough …
I worked at a bank. I seen the amount of money refugees and immigrants receive. A family that was brought to my town from another country due to "grape" of the daughters, was given enough money for them to have fur coats, shopping galore and the Dad was a scary perv who I was warned by his son was dangerous. And that's the kind of people they use our tax dollars to bring here. I can't afford to live and yet they can live for free while he s harasses females?? It's disgusting
Identity Attack0.41222036
Insult0.54471385
Profanity0.15019037
Threat0.012958534
Severe Toxicity0.023076924
Moderate 0.51869136 Constructive 0.635 Insult
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Recent polls suggest 70% of Canadians don't want more immigration. That *alone* should be enough for the government to stop doing what its doing. And when India's Foreign Affairs Minister warns Canada that they're bringing …
Recent polls suggest 70% of Canadians don't want more immigration. That *alone* should be enough for the government to stop doing what its doing. And when India's Foreign Affairs Minister warns Canada that they're bringing in criminals and not adequately checking those who arrive - you've got a clear indication that the entire system is complete garbage.
Identity Attack0.21075934
Insult0.5678696
Profanity0.17055123
Threat0.0072235605
Severe Toxicity0.014382465
Moderate 0.5140397 Moderate Con 0.483 Insult Unverified_Claim
Jun 21, 2025 How Canada broke its immigration …
All Hindu and sheikh must go back to their country. Enough is enough. What is wrong with India.
All Hindu and sheikh must go back to their country. Enough is enough. What is wrong with India.
Identity Attack0.57554024
Insult0.36798462
Profanity0.1184936
Threat0.0824309
Severe Toxicity0.05832097
Moderate 0.509388 Low Con 0.194 Identity Attack Identity_Assertion
Oct 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I live 10 mins from here, at this point I dont care if they came here 40 years ago, they all need to go. Enough is enough, the city used to be beautiful and now …
I live 10 mins from here, at this point I dont care if they came here 40 years ago, they all need to go. Enough is enough, the city used to be beautiful and now its disgusting, garbage everywhere, 1000s of pedestrians clogging the crosswalks its just too much.
Identity Attack0.1035157
Insult0.54525656
Profanity0.1554785
Threat0.011120236
Severe Toxicity0.023076924
Moderate 0.50789946 Constructive 0.511 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
It's about damn time ☝️It should be 400 a day as opposed to 400 a week! It's not high enough ☝️
It's about damn time ☝️It should be 400 a day as opposed to 400 a week! It's not high enough ☝️
Identity Attack0.008361516
Insult0.16817254
Profanity0.59166485
Threat0.0103175985
Severe Toxicity0.023076924
Moderate 0.50789946 Moderate Con 0.454 Solidarity
Dec 28, 2025 Deportations From Canada at Their …
Not enough. what about the ones who had guns and were planning on kidnapping and rapeing women ? not enough.
Not enough. what about the ones who had guns and were planning on kidnapping and rapeing women ? not enough.
Identity Attack0.21470967
Insult0.2679134
Profanity0.26624632
Threat0.5251682
Severe Toxicity0.15706694
Moderate 0.50789946 Low Con 0.256 Threat Fear_Threat
Dec 24, 2025 13 likes Deportations From Canada at Their …
Enough is enough, get the fraudulent and dishonest people out of Canada now!
Enough is enough, get the fraudulent and dishonest people out of Canada now!
Identity Attack0.293411
Insult0.5678696
Profanity0.045419596
Threat0.011508608
Severe Toxicity0.018191293
Moderate 0.50759226 Low Con 0.147 Insult
Oct 24, 2025 IRCC Names India in Study …
And I’m sorry to say, but it’s called slavery and you don’t make enough money to live a comfortable life. You are a slave.
And I’m sorry to say, but it’s called slavery and you don’t make enough money to live a comfortable life. You are a slave.
Identity Attack0.1444726
Insult0.5130944
Profanity0.19524631
Threat0.013321015
Severe Toxicity0.023076924
Moderate 0.4838166 Moderate Con 0.403 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Oh, we are pissed at the government but we are also mad at the immigrants who don't bother to assimilate, integrate. Who come here bold enough to demand changes on OUR culture because THEY are …
Oh, we are pissed at the government but we are also mad at the immigrants who don't bother to assimilate, integrate. Who come here bold enough to demand changes on OUR culture because THEY are offended in OUR land! The immigrants who wish the end of Canada, who harass and intimidate targeted groups of Canadians on CANADIAN soil. Yes, we are mad at the immigrants too.
Identity Attack0.4931391
Insult0.44802538
Profanity0.28938356
Threat0.028897164
Severe Toxicity0.023880709
Moderate 0.47886392 Constructive 0.557
Sep 16, 2025 2 likes Why Canadians Are Turning Against …
Canadians have been labelled racists; Indians have refused to adopt the Canadian way of life. They are dirty, rude, blame deflectors in the workplace. I have been replaced by Indians in the workplace due to …
Canadians have been labelled racists; Indians have refused to adopt the Canadian way of life. They are dirty, rude, blame deflectors in the workplace. I have been replaced by Indians in the workplace due to claims of "racism" just for calling out issues created and perpetuated by Indian colleagues. How many scam calls are we all getting now, how many jobs are we losing to them now, how many incentives are companies exploiting by hiring them just to drive profits now? I have a university degree and cannot get a job after such terrible experiences with these people in the workplace so I am going back to school in order to enter a type of industry they have not 'yet' taken over. Boomer thinking, their voting of Liberals and media brainwashing of "cultural diversity" has brought these issues to the boiling point. Enough is enough! Go back to India!
Identity Attack0.4911651
Insult0.48627716
Profanity0.08678388
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.47473195 Constructive 0.635
Jul 23, 2025 1 likes How Canada broke its immigration …
Immigration is a privilege, NOT a right !! WHY do these people seem to have so many rights. People who want to immigrate to Canada need to be vetted and bring something of substance to …
Immigration is a privilege, NOT a right !! WHY do these people seem to have so many rights. People who want to immigrate to Canada need to be vetted and bring something of substance to the country. The rest of Canada NEEDS to WAKE UP and follow suit. Hell, Canada looks way too much like India. Enough!!
Identity Attack0.46028158
Insult0.38852
Profanity0.3778404
Threat0.018710058
Severe Toxicity0.024819711
Moderate 0.47323486 Moderate Con 0.453 Identity_Assertion
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
Those people aren't Canadian. They're different nationalities who are "fleeing" their war torn countries that are coming to take over Canada. Canada used to be a wonderful place. But in the past 10 years, Canada …
Those people aren't Canadian. They're different nationalities who are "fleeing" their war torn countries that are coming to take over Canada. Canada used to be a wonderful place. But in the past 10 years, Canada has gone down the shitter. Too much immigration, not enough assimilation. Nobody speaks English anymore, even though Canada is an ENGLISH AND FRENCH SPEAKING COUNTRY. The languages of our ancestors. Learn the language or leave.
Identity Attack0.3817989
Insult0.40243408
Profanity0.40878695
Threat0.010447056
Severe Toxicity0.023364257
Moderate 0.47119883 Constructive 0.523
Sep 10, 2025 Why Canadians Are Turning Against …
Well, I'll put it this way like I said for many, many, many years, while over 20 years, I already bought this s*** between what Trudeau did, and now, what, you know, art Kearney is …
Well, I'll put it this way like I said for many, many, many years, while over 20 years, I already bought this s*** between what Trudeau did, and now, what, you know, art Kearney is doing that piece of s***. He is turning Canada into a European nation. You watch once joined the European Union and then the richer get richer, there'll be no oil class, the poor be poor and guess what, when you look at the European Union, they are all about one ruled government. One world order wake up this whole entire immigration thing is a f****** joke. From my aunt's opinion and yes, that normally filters on. So it doesn't exactly say all the swear words, my apologies, but no born and raised canadian, and this is a d*** joke, they want to turn around and keep on pushing us and pushing us well.Maybe soon enough, they're real canadian people push back car needed, begets, sent back to the us and a box everybody else who came here.There's no want to fall at our rules.Arborgulations are way of culture.Get the f*** back, where'd ever held country?You came from him because guess what time is ticking tiktok?Tiktok, revenge, you can a snap, and when we do all you immigrants, carney, evernels fit in or f*** off
Identity Attack0.1508922
Insult0.44464502
Profanity0.45190978
Threat0.020954676
Severe Toxicity0.0394905
Moderate 0.46982017 Constructive 0.645 Call_To_Action
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
lmao man like the jeets didnt hate you enough
lmao man like the jeets didnt hate you enough
Identity Attack0.14233272
Insult0.33998606
Profanity0.2600683
Threat0.035458352
Severe Toxicity0.023129508
Moderate 0.46716887 Low Con 0.221 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
She’s not even smart enough to pretend she’s not.
She’s not even smart enough to pretend she’s not.
Identity Attack0.026609946
Insult0.5101222
Profanity0.11911256
Threat0.01052473
Severe Toxicity0.013543231
Moderate 0.4575469 Low Con 0.188 Insult Humor_Satire
Feb 27, 2026 19 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
And we voted in the same D** liberal government that has been slowly ruining canada . I grew up voting liberal .I will never vote liberal again .we had a chance to stop this from …
And we voted in the same D** liberal government that has been slowly ruining canada . I grew up voting liberal .I will never vote liberal again .we had a chance to stop this from happening but for some reason enough people voted the liberal party back in. We need to start speaking up and say what's on our minds.next time your in a store. restaurant and you can't understand the person working there say something to them .stop being nice and polite. Next election . DO NOT vote liberal
Identity Attack0.18468912
Insult0.4339631
Profanity0.4131548
Threat0.013476364
Severe Toxicity0.023176458
Moderate 0.45751464 Constructive 0.57
Aug 29, 2025 Why Canadians Are Turning Against …
Enough with the racism already. We are full with indians, Pakistani, Africans, arabs. They DON’T belong. Enough is enough
Enough with the racism already. We are full with indians, Pakistani, Africans, arabs. They DON’T belong. Enough is enough
Identity Attack0.5485698
Insult0.31740165
Profanity0.09868695
Threat0.023544617
Severe Toxicity0.030523606
Moderate 0.4574824 Low Con 0.268 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If white Canadians or Natives make Enough kids everyone have 3 kids then our government don't need that many immigrants from india but They don't have enough Children They are busy in Drugs Alcohol women …
If white Canadians or Natives make Enough kids everyone have 3 kids then our government don't need that many immigrants from india but They don't have enough Children They are busy in Drugs Alcohol women Gambling driving cars Here we are
Identity Attack0.5135796
Insult0.38852
Profanity0.060951006
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.4574824 Moderate Con 0.314 Identity Attack Identity_Assertion
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Find them, boot them, BAN them, AND ban any of their family here in Canada. Enough of Canada becoming Pakistanada.
Find them, boot them, BAN them, AND ban any of their family here in Canada. Enough of Canada becoming Pakistanada.
Identity Attack0.5108175
Insult0.33896056
Profanity0.079025
Threat0.34804323
Severe Toxicity0.02439716
Moderate 0.45549932 Low Con 0.245 Identity Attack
Oct 2, 2025 IRCC Names India in Study …
canadaian low not strobg enough to illegal activities. not only indians , pakistanies, ISS, RSS terrieist mostly occupy canada. some africans too. robing , steeling, smugling too. they use week points on the law system.
canadaian low not strobg enough to illegal activities. not only indians , pakistanies, ISS, RSS terrieist mostly occupy canada. some africans too. robing , steeling, smugling too. they use week points on the law system.
Identity Attack0.5108175
Insult0.40243408
Profanity0.057944927
Threat0.014738814
Severe Toxicity0.023076924
Moderate 0.4421347 Low Con 0.298 Identity Attack
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
as if Indians don't face enough racism already, here comes the blatantly racist titled video and probably even more more racist undertones and rhetoric
as if Indians don't face enough racism already, here comes the blatantly racist titled video and probably even more more racist undertones and rhetoric
Identity Attack0.46028158
Insult0.28586254
Profanity0.13697
Threat0.020436687
Severe Toxicity0.023076924
Moderate 0.4398409 Low Con 0.182 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I don't hate the immigrants themselves, but the way our country handles immigration. I'll be the first to admit it's getting harder to keep those two things separate. What compounds that hate is since I've …
I don't hate the immigrants themselves, but the way our country handles immigration. I'll be the first to admit it's getting harder to keep those two things separate. What compounds that hate is since I've been looking at moving out of this country... it's disheartening that most countries (rightfully so) make you have to be able to both assimilate and afford to fend for yourself to get a immigrants visa. And I guess Canada isn't enough of a shithole to get refugee status... yet. Like many Canadians now, I'm living cheque to cheque to make ends meet. So not only do I hate it here, but am essentially trapped. Next time you want to get pissed off at an immigrant, save it for a Liberal. It's a good chance he/she will be one in the same anyways.
Identity Attack0.3819294
Insult0.42367843
Profanity0.39409557
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.43965456 Constructive 0.752 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
YOU GOT A PRETTY NEW CAR!!!!CARS COST A LOT OF MONEY CARS ARE BLOOD SUCKERS!!!! MOST OF THE TIME MY CAR WAS ALWAYS USED. BUT I AM LUCKY ENOUGH MY SON IS A MECHANIC!!!!!!!!THAT IS …
YOU GOT A PRETTY NEW CAR!!!!CARS COST A LOT OF MONEY CARS ARE BLOOD SUCKERS!!!! MOST OF THE TIME MY CAR WAS ALWAYS USED. BUT I AM LUCKY ENOUGH MY SON IS A MECHANIC!!!!!!!!THAT IS ONE GREAT CHUNK OF MONEY FOR CARS, AND REPAIRS!!!!!!!!!!!IT'S A VERY COLD COUNTRY AND YOU MUST GO WITH THE FLOW!!!!!!!
Identity Attack0.031980325
Insult0.36798462
Profanity0.28593817
Threat0.016292779
Severe Toxicity0.024350211
Moderate 0.43965456 Constructive 0.578
Aug 25, 2025 Why Canadians Are Turning Against …

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.