Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "There should be a country …" 3,912 comments · Page 101 of 157
Canadian secret service are no joke (CSIS) why are they allowing this to go down? They could easily track down these guys ruining our country.
Canadian secret service are no joke (CSIS) why are they allowing this to go down? They could easily track down these guys ruining our country.
Identity Attack0.033784978
Insult0.11797678
Profanity0.017162729
Threat0.012803185
Severe Toxicity0.0034332275
Low Tox 0.20172562 Low Con 0.224
Jan 27, 2026 Inside Canada's Indian Invasion...
Bringing that weird culture and religion to another country, that’s gotta be tough to see
Bringing that weird culture and religion to another country, that’s gotta be tough to see
Identity Attack0.20483385
Insult0.060752302
Profanity0.035900343
Threat0.007870848
Severe Toxicity0.005760193
Low Tox 0.20172562 Low Con 0.28 Identity_Assertion
Jan 23, 2026 Inside Canada's Indian Metropolis (Brampton)
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let …
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let them get that status are now enjoying our hard earned tax money free housing cash dental schooling college furniture even laptops??? accepted them as real refugees leaving real genuine refugees and law abiding educated hard working emigrants in the fray . Shocking Canada 🇨🇦 The emigration minister should resign cause some of them may have police records gangsters rapists we do not know Time Canada imported good decent hard working emigrants without police record
Identity Attack0.1007269
Insult0.12159709
Profanity0.023106437
Threat0.0077802283
Severe Toxicity0.0049972534
Low Tox 0.20172562 Constructive 0.528 Policy_Critique
Dec 21, 2025 IRCC Names India in Study …
This is the Canadian govt’s fault for not making immigration stricter and allowing low tier Indians in. I’m not sure why they weren’t more selective in handing out visas cause their mishandling of immigration just …
This is the Canadian govt’s fault for not making immigration stricter and allowing low tier Indians in. I’m not sure why they weren’t more selective in handing out visas cause their mishandling of immigration just paints a bad picture of all Indian immigrants (even those who assimilate with the country and contribute strongly to the economy). The US at least keeps immigration under control and only allows mostly smart Indians in. The Indian demographic in the US achieved the highest average annual salaries and most have assimilated well. That’s proof the US carried out good immigration control.
Identity Attack0.23467018
Insult0.07745308
Profanity0.017162729
Threat0.0075083673
Severe Toxicity0.004463196
Low Tox 0.20172562 Constructive 0.665 Policy_Critique
Feb 12, 2026 Inside Canada's Indian Invasion...
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to …
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to the US and probably Canada definitely the UK. They get there and then expect the country to conform to them and their culture and that’s not right. People that move to different countries need to conform to that country and shouldn’t be allowed to be a citizen if they can’t speak, read and write that countries language proficiently.
Identity Attack0.1294935
Insult0.0818789
Profanity0.02433617
Threat0.00866054
Severe Toxicity0.005455017
Low Tox 0.20149297 Constructive 0.513 Fear_Threat
Feb 6, 2026 Inside Canada's Indian Invasion...
An investigation into NGO's and charities receiving all kinds of funding from the Liberal party to support the oppressed. People come into our country and get aid and assistance on how to work the system. …
An investigation into NGO's and charities receiving all kinds of funding from the Liberal party to support the oppressed. People come into our country and get aid and assistance on how to work the system. Cancel Critical Race Theory initiatives as well. Laith Marouf is a perfect example of the grift.
Identity Attack0.04306607
Insult0.1378885
Profanity0.019348921
Threat0.007262398
Severe Toxicity0.0028800964
Low Tox 0.20149297 Constructive 0.542 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
it is so disturbing how people are being brought in to be exploited for labour, legally and fraudulently, and also simply refusing to leave on temporary visas. or even buying their way in. living conditions …
it is so disturbing how people are being brought in to be exploited for labour, legally and fraudulently, and also simply refusing to leave on temporary visas. or even buying their way in. living conditions cramped, bad pay, buying their way. LMIA scams. meanwhile quality of life for all goes down. we need healthcare and hospitals and education and jobs. basic infrastructure is crumbling. can we fix this before we keep bringing in more and more people in to a country that is in a polycrisis please? if you are thinking of coming to Canada right now please spread the word, resources are spread thin here.
Identity Attack0.021585498
Insult0.12159709
Profanity0.04642162
Threat0.008466354
Severe Toxicity0.0050354004
Low Tox 0.20126031 Constructive 0.754 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
1:00 Greatest country on earth for who and for what??? I reckon your healthcare isn’t so great mate. How about the 40 *TRILLION* Dollars in debt? Or how about 80% of you living paycheck to …
1:00 Greatest country on earth for who and for what??? I reckon your healthcare isn’t so great mate. How about the 40 *TRILLION* Dollars in debt? Or how about 80% of you living paycheck to paycheck. Get some reality in your life mate! 😂
Identity Attack0.008028535
Insult0.076502606
Profanity0.032894265
Threat0.007832011
Severe Toxicity0.0045776367
Low Tox 0.20126031 Moderate Con 0.425
Jan 27, 2026 Inside Canada's Indian Invasion...
If you don't want to be described as colonisers because "it's something that happened before you were born", Stop trying to claim that you "built this country".. because the people who built it? We're colonisers. …
If you don't want to be described as colonisers because "it's something that happened before you were born", Stop trying to claim that you "built this country".. because the people who built it? We're colonisers. Anything you mention that the immigrants are doing now? Can be said about European history doing to the native people. Nothing has changed. You're just on the other side of the fence. Welcome, you built the fence that surrounds us. Wait till they start putting you in designated areas, like you do to natives and their reservations.. to this very day. Best regards: a native American (Canadian).
Identity Attack0.10221587
Insult0.08508729
Profanity0.031641733
Threat0.011353259
Severe Toxicity0.0066375732
Low Tox 0.20126031 Constructive 0.663 Moral_Argument
Sep 12, 2025 Why Canadians Are Turning Against …
They need to end immigration from non-European countries. Look at what is happening across Europe, in countries like Sweden. It's an insane experiment that should have never taken place.
They need to end immigration from non-European countries. Look at what is happening across Europe, in countries like Sweden. It's an insane experiment that should have never taken place.
Identity Attack0.1444726
Insult0.0670459
Profanity0.024951037
Threat0.011068452
Severe Toxicity0.0044059753
Low Tox 0.20126031 Moderate Con 0.382 Policy_Critique
Oct 2, 2025 10 likes IRCC Names India in Study …
Wake up Canada. This is colonization, a takeover of your country. We in America stand beside you. Stand up for your country and your freedom. They will take it if you let them. Stand up. …
Wake up Canada. This is colonization, a takeover of your country. We in America stand beside you. Stand up for your country and your freedom. They will take it if you let them. Stand up. This is happening worldwide in every single European white culture countries. This is not by accident.
Identity Attack0.21075934
Insult0.04090862
Profanity0.017914234
Threat0.010395273
Severe Toxicity0.005340576
Low Tox 0.20126031 Moderate Con 0.338 Fear_Threat
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada and US are both immigrants countries 😂😂😂
Canada and US are both immigrants countries 😂😂😂
Identity Attack0.18468912
Insult0.06250052
Profanity0.021125201
Threat0.005948403
Severe Toxicity0.0046539307
Low Tox 0.20126031 Low Con 0.197 Comparative_Framing
Nov 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Ca we build catholic and Christian churches in their countries they must be at least half empty by now
Ca we build catholic and Christian churches in their countries they must be at least half empty by now
Identity Attack0.22935481
Insult0.029934563
Profanity0.027683776
Threat0.012751401
Severe Toxicity0.006904602
Low Tox 0.20126031 Low Con 0.174 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am a legal American citizen and I do not get any free health care! I have paid into social security since I was 16. I have earned my social security over the past 45 …
I am a legal American citizen and I do not get any free health care! I have paid into social security since I was 16. I have earned my social security over the past 45 years. I also have to pay my own legal fees and my taxes paid for my child to go to public school. I do not know of any other country that gives refugees or illegal aliens ANY money or services!
Identity Attack0.17925262
Insult0.06722072
Profanity0.016957775
Threat0.0063432488
Severe Toxicity0.004634857
Low Tox 0.20102765 Constructive 0.692
Jan 21, 2019 3 likes How much do refugees and …
I became homeless after spending over 2 months in the ICU of a Toronto hospital barely walking in was taken to a Toronto city shelter and for 5 years I've been in 5 different Toronto …
I became homeless after spending over 2 months in the ICU of a Toronto hospital barely walking in was taken to a Toronto city shelter and for 5 years I've been in 5 different Toronto shelters in what seemed like a blink of a eye every shelter became 80% north African Muslim men ,they were given cash allowances to buy their own food $80 a day plus welfare cheques once a month boosted up with TTC allowance $157 clothing allowances and yes they were all given money to buy laptops and smart phones apparently so they can keep in touch with their families back in Africa, in the last shelter I stayed in there was only 6 white Canadian born homeless people living there and 94 north Africans whom we started to notice were being housed only to have the next one take up their cott space housed yes and when we started looking into how they were getting housed so fast when we were apparently on a 37,000 name waiting list for housing with our housing workers telling us it will take 10 years if we are lucky then we found out about the secret housing program that these fresh off the boat immigrants were getting market value apartments of their choice you pick the government pays one African we befriended ( he wasn't a believer in Islam shush or they'll kill him) got a 1 bedroom condo apartment over looking Toronto's Island airport $2,700 a month and the government payed for all his furnishings, so now we knew and we approached the on site housing workers asking why we weren't told about COHB at first they tried to deny it existed but researching we had all the information first these COHB forms were to be handed out to those with seniority length of stay so as to cut out on abuse being that they are worth over $250,000 after ten years of paying your rent as in free housing for life , then we discovered the staff were making false entries on our files claiming some of us lost our seniority for fighting claiming we were kicked out for 14 days others for smoking violations what they didn't think we knew was on admission to any shelter you sign a agreement that they are videoing you and keeping a file on you that also stated we are allowed to have up to date copies of our files then during the 2 weeks we were supposedly kicked out we asked for the videos from that period once they realized we had a advocate working for us who a l so supplies lawyers to us should we need so they got caught then management called us all up for a meeting and that's when we hit him with a bombshell yes the shelters are staffed with immigrants from the same African countries this Hoard is coming from and we have a sworn statement saying they are charging $10,000 for these guaranteed housing forms yes $10,000 that's what our none Muslim African shelter friend payed for his form and why he's now living free in easily close to a million dollar condo and believe me the cars parked there show it, ok so after we busted them guess what 6 whites who were all born in Canada and have lived a average of 3.5 years in a shelter all got housed in apartments of our choosing mind we did get ours fully furnished by the government like all these illegal Christian hating islamists get free housing free food free clothing free medical free dental free prescription drugs and a free huge monthly welfare cheque Rebel news please contact us we want every Canadian to know what's going on and how we Canadians are being left out, p.s just go to any money transfer business at the end of the month and you'll see line ups of these north Africans wiring money back to their wives and families even boxing up all the mountains of free clothing sending it to Africa same what they're doing with all the prescription drugs they are getting for free everything is about making money taking taking taking not putting anything back , now I sleep soundly no one stealing my belongings no more catching a different cold every week no more being called a filthy infidel which seems to be their favorite word COHB look that up and if your living paycheck to paycheck working 2 jobs just get to a shelter say one with 94 Africans who will all be housed shortly leaving you the most seniority easy peasy but remember to keep a eye on your file for false entries or borrow $10,000 to buy one
Identity Attack0.20878418
Insult0.0777699
Profanity0.025770858
Threat0.007819066
Severe Toxicity0.0075531006
Low Tox 0.20102765 Constructive 0.78 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
Permanent residentency shouldn't be an option for anyone. It's like that in many other countries. If an immigrant gets involved in serious crime or t*rrirism they should be immediately deported without appeal.
Permanent residentency shouldn't be an option for anyone. It's like that in many other countries. If an immigrant gets involved in serious crime or t*rrirism they should be immediately deported without appeal.
Identity Attack0.1808059
Insult0.0573046
Profanity0.029596692
Threat0.03787563
Severe Toxicity0.006904602
Low Tox 0.200795 Moderate Con 0.421
Nov 21, 2025 26 likes Quebec Ends Economic Immigration Program …
all this ”greatest country on earth” bs😂
all this ”greatest country on earth” bs😂
Identity Attack0.036878675
Insult0.06494803
Profanity0.1612468
Threat0.0077672824
Severe Toxicity0.0075912476
Low Tox 0.200795 Low Con 0.193 Humor_Satire
Feb 11, 2026 Inside Canada's Indian Invasion...
Your so right if you don’t want to assimilate in Canadian society . Then stay in your country as no one invite you. You are here asking Canada to give you opportunity. Now you want …
Your so right if you don’t want to assimilate in Canadian society . Then stay in your country as no one invite you. You are here asking Canada to give you opportunity. Now you want to bring your culture no you should he respectful for this country. So sad leave what ever you have in your country
Identity Attack0.17303948
Insult0.062150877
Profanity0.012346277
Threat0.0074436385
Severe Toxicity0.0047683716
Low Tox 0.200795 Moderate Con 0.41
Aug 26, 2025 Why Canadians Are Turning Against …
You guys open your country for everyone and now u complaining about it smh
You guys open your country for everyone and now u complaining about it smh
Identity Attack0.059311368
Insult0.06424874
Profanity0.06395709
Threat0.0072753434
Severe Toxicity0.0049972534
Low Tox 0.20056234 Moderate Con 0.315 Moral_Argument
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
Dont worry, I was born here, #East British Company, no looting like a European country 😂 . Gov and corporate greed have been fixing old age demographic with yng population the fastest way possible.
Dont worry, I was born here, #East British Company, no looting like a European country 😂 . Gov and corporate greed have been fixing old age demographic with yng population the fastest way possible.
Identity Attack0.10221587
Insult0.083359696
Profanity0.025907494
Threat0.007819066
Severe Toxicity0.0045394897
Low Tox 0.20056234 Moderate Con 0.415
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
As a Canadian, I feel like I am living in a third world country now
As a Canadian, I feel like I am living in a third world country now
Identity Attack0.17303948
Insult0.0573046
Profanity0.027683776
Threat0.0070164283
Severe Toxicity0.00541687
Low Tox 0.20056234 Moderate Con 0.395 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
And these immigrants (all of them) must come to Canada after a very rigorous vetting screening process, bring their own money to support themselves during their entire stay in Canada, pay out of their own …
And these immigrants (all of them) must come to Canada after a very rigorous vetting screening process, bring their own money to support themselves during their entire stay in Canada, pay out of their own pocket for their medical expenses. Nothing should be paid by the host country...NOTHING. I don't have any recollection of ever going to a restaurant or hotel/motel and the country that im visiting is covering ALL OF MY LIVING COSTS DURING MY ENTIRE STAY. SO WHY SHOULD CANADA PAY TO HAVE THESE IMMIGRANTS IN THE COUNTRY, TAKING OUR JOBS, YET WE AS TAXPAYERS PAY FOR EVERYTHING FOR THEM. UH-UH, NO WAY, THATS NOT RIGHT. THEY should not have (or require) an interpretor in court, government office, at a traffic stop or anywhere. If the roles were reversed, Canadiens going to their foreign land definitely WOULD NOT RECEIVE ALL OF THE BENEFITS THAT THEY RECEIVE FROM OUR COUNTRY CALLED CANADA. People MUST VOICE THEIR opinions about their own lives and how these immigrants are raping our country for everything it has, and yet true Canadians get to lose more and more of their precious homeland. Ive seen muslim women and their children make some makeshift porter-potty curtained up where the deficate, and urinate in a hole dug into the sand ON THE BEACH and when they're ready to leave, they bury up the hole in the (BEACH SAND) sand, remove their tent and walk off the beach leaving behind them (I guess for Canadians to enjoy their presence on our soil) their little disgusting biohazard ☣️ waste in a public place where everyone walks bear foot, and use their bare hands. Thats simply revolting. JUST IMAGINE THE NEXT DAY, THAT A CANADIAN CHILD DIGS IN THE SAND TO PLAY WITH THRIR TOY CARS ETC. WHAT DISGUSTING MESS TO FIND AT THE BEACG. WHAT SICKNESSES DO THESE MUSLIMS (OBSERVED LEAVING THAT MINI SEPTIC SYSTEM THE PREVIOUS DAY) HAVE, AND WILL GET THE TRUE CANADIANS ILL AS A RESULT OF THEM IMPOSING THEIR FILTHY CULTURE WITH THEM. Frankly, as for myself, i can very well do without their presence because they do not respect our beautiful Canada. They're violent, rape and gang rape our young girls, attack our Canadians, won't assimilate to the ways of this country, wont speak our 2 official languages, wont follow our laws, bring with them the criminal element of using guns and knives and unspeakable violence. Please government of Canada; SEND THEM IMMEDIATELY BACK TO THEIR COUNTRY NEVER TO RETURN. From Canada 🇨🇦 ❤❤❤❤i subscribed, and love your message ❤️ on your channel. From Canada 🇨🇦 ❤️❤️❤️
Identity Attack0.15731181
Insult0.071433455
Profanity0.023243073
Threat0.0072235605
Severe Toxicity0.0064086914
Low Tox 0.20032968 Constructive 0.663 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
The indians needs to learn from Canada how to built a better country in india
The indians needs to learn from Canada how to built a better country in india
Identity Attack0.26325142
Insult0.046178754
Profanity0.01982715
Threat0.007327127
Severe Toxicity0.005264282
Low Tox 0.20032968 Low Con 0.165
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
China 1.4 billion, India 1.5 billion, Africa 1.4 billion majority are poor and their countries encourage their people to leave to send back remittances, because they come from failed states. Living in a Republic/Democracy isn't …
China 1.4 billion, India 1.5 billion, Africa 1.4 billion majority are poor and their countries encourage their people to leave to send back remittances, because they come from failed states. Living in a Republic/Democracy isn't suitable for all cultures. Some cultures are just meant to live under a dictatorship. Not all cultures are equal but it's hard telling libs, feministe, progressives that. They believe everybody has equal value. Even heaven has rules to enter and there are no exceptions/illegals in heaven.
Identity Attack0.17226285
Insult0.08508729
Profanity0.029186781
Threat0.00780612
Severe Toxicity0.004825592
Low Tox 0.20032968 Constructive 0.517 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
If the country feel migrants as threat for them they need to band citizenship of the countr y and start to deport the illegal immigrants but the administration have no wisdom to resolve the issues
If the country feel migrants as threat for them they need to band citizenship of the countr y and start to deport the illegal immigrants but the administration have no wisdom to resolve the issues
Identity Attack0.17614605
Insult0.061276767
Profanity0.018119188
Threat0.013321015
Severe Toxicity0.0045394897
Low Tox 0.20009702 Low Con 0.296 Policy_Critique
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …

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.