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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: "Only let them in with …" 886 comments · Page 5 of 36
Stop letting people in from Buttfuckistan who just want to import their incompatible culture and import people from nation’s with similar values instead. No Canadian would be having this anger if it was millions of …
Stop letting people in from Buttfuckistan who just want to import their incompatible culture and import people from nation’s with similar values instead. No Canadian would be having this anger if it was millions of Koreans or Italians… people who actually build nice things instead of slums.
Identity Attack0.46614665
Insult0.5130944
Profanity0.4193644
Threat0.010421164
Severe Toxicity0.15179962
Moderate 0.54325575 Low Con 0.29 Insult
Aug 27, 2025 Why Canadians Are Turning Against …
No shiiit Sherlock. Blame it on public post secondary international admissions. Dying to make money . By the way look out for Cote d Ivoire? While u are at it with “indians”. Who let theem …
No shiiit Sherlock. Blame it on public post secondary international admissions. Dying to make money . By the way look out for Cote d Ivoire? While u are at it with “indians”. Who let theem in LEGALLY? IRCC. Who gave them extended work hours under study permit?? IRCC. Who stopped “discrimination when hiring DOMESTIC FIRST, PR STATUS ……. THEN SOME?? IRCC. in other words don’t blame international students. Look at the logistical greed ‼️
Identity Attack0.38826546
Insult0.43158367
Profanity0.5013569
Threat0.017328756
Severe Toxicity0.10702737
Moderate 0.54325575 Moderate Con 0.438
Sep 29, 2025 IRCC Names India in Study …
Why Canada let these chocolates face maggots??? And they are still coming to Canada. Each year, canada sends thousands of visas to these slumDogs and letting them destroy Canada. They already destroyed Sweden 🇸🇪 and …
Why Canada let these chocolates face maggots??? And they are still coming to Canada. Each year, canada sends thousands of visas to these slumDogs and letting them destroy Canada. They already destroyed Sweden 🇸🇪 and Italy 🇮🇹.
Identity Attack0.46028158
Insult0.5678696
Profanity0.22713706
Threat0.06939816
Severe Toxicity0.09385906
Moderate 0.54325575 Low Con 0.208 Insult Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Only let them in with an american paid and supervised Vasectomy!!! They screwed themselves off they're own Continent!, same with the Chynese!!! 🇺🇸🇺🇸🇺🇸
Only let them in with an american paid and supervised Vasectomy!!! They screwed themselves off they're own Continent!, same with the Chynese!!! 🇺🇸🇺🇸🇺🇸
Identity Attack0.50125694
Insult0.4718924
Profanity0.37923992
Threat0.085497424
Severe Toxicity0.16960317
Moderate 0.53579444 Low Con 0.252 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
My cousin came to canada under a 1 year work visa,, shes white french woman.. Speaks 5 languages, has 3 degrees, ran a business in France.. she landed here 1 years ago,, had to spend …
My cousin came to canada under a 1 year work visa,, shes white french woman.. Speaks 5 languages, has 3 degrees, ran a business in France.. she landed here 1 years ago,, had to spend 400$ to prove she speaks ENGLISH, (she speaks it fluently),, she paid taxes the moment she landed and got a job, bought a car, a small apartment. Everything Canadian,, not like these degenerate scum sucking immigrants. Had to spend another 500$ to extend her visa for another year.. Everything was going well. Until these worthless liberal cockroaches knocks on her door and told her she has 1 month to leave, because shes taking a JOB away from a CANADIAN!!!.. Are you fuckin kidding me.. These worthless ungrateful, self serving pakis, indies and chinese and who knows what else we let in, are getting subsidies to work at tim hortons,, Walmart,, canadaian tires.. Meanwhile our real Canadian kids can't get summer jobs or part times,, because of these worthless immigrants. Shes corporate, she doesn't take small coffee serving jobs..
Identity Attack0.5135796
Insult0.5543018
Profanity0.36230123
Threat0.012699619
Severe Toxicity0.16960317
Moderate 0.53579444 Moderate Con 0.484 Identity Attack Insult Personal_Narrative
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen …
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen resources and knowledge to the indigenous people of not only this stolen land but what Imperial powers, like the British crown took and continues to take from country like India. It is amazing how quick people are to blame individuals but forget that Europe, Canada and US stole more than half of the world's resources, peoples and knowledge. There is a reason why resources, knowledge and wealth are accumulated in the West. Want to stop people from coming in? GIVE OUR DAMN RESOURCES, LAND AND KNOWLEDGE BACK.
Identity Attack0.55044734
Insult0.5177041
Profanity0.39409557
Threat0.060119797
Severe Toxicity0.16960317
Moderate 0.52811706 Moderate Con 0.425 Identity Attack Insult Moral_Argument
Sep 30, 2025 IRCC Names India in Study …
Where were your folks who built this country when the native people were being silently murdered by your own? You say your grandparents helped build this country. No. Your grandparents allows this country to become …
Where were your folks who built this country when the native people were being silently murdered by your own? You say your grandparents helped build this country. No. Your grandparents allows this country to become destroyed! Now that it’s happening to you, now you wanna to say something about it? Get fucking real! Maybe it’s time for you to go back and let the native people rebuild. Before it’s too late! Period
Identity Attack0.28034934
Insult0.40975618
Profanity0.4819111
Threat0.13815513
Severe Toxicity0.12282934
Moderate 0.52272606 Moderate Con 0.388
Aug 26, 2025 Why Canadians Are Turning Against …
Jfc Michelle, I know you have a job to do and I'm not disagreeing with you... but damn, let people finish a sentence. Just because you're in a rush, doesn't mean you have to be …
Jfc Michelle, I know you have a job to do and I'm not disagreeing with you... but damn, let people finish a sentence. Just because you're in a rush, doesn't mean you have to be a turd.
Identity Attack0.11860296
Insult0.5130944
Profanity0.5150164
Threat0.010990778
Severe Toxicity0.02420936
Moderate 0.52272606 Constructive 0.565 Insult Meta_Commentary
Oct 2, 2025 IRCC Names India in Study …
And watch out for those Muslims! What the Muslim guy was saying was true! No hate for Muslims but let’s stop being SO BLIND
And watch out for those Muslims! What the Muslim guy was saying was true! No hate for Muslims but let’s stop being SO BLIND
Identity Attack0.55044734
Insult0.42743355
Profanity0.12158839
Threat0.014048163
Severe Toxicity0.02514347
Moderate 0.52272606 Constructive 0.501 Identity Attack
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, …
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, and knowing that they will vote for them the same as the Democrats in the United States did that’s the plan. Do you remember when Trudeau said , the immigrants are more Canadian than you are because you take for granted your Canadian ship and that they are the true Canadians not us votes in the bag. Liberals have one how many times we’re doomed. We don’t live in Canada anymore. We live in, CANASTAN AND ALL AMERICAN CANADIENS ARE THE DUMBEST DECEPTION IS IN THE BRAIN. THEY DON’T EVEN REALIZE WHERE ALL AMERICANS LIVING IN NORTH AMERICA MAY THE TRUTH SET YOU FREE LOOK IN THE MIRROR IF YOU BECOME WHAT YOU HATE????
Identity Attack0.36702603
Insult0.57787937
Profanity0.25001678
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.52272606 Moderate Con 0.344 Insult Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Great a Pakistani saying India lol So this has been since 2016.. before that everything was vetted and was a complete lock down on applications and students. Only 2% were non compliant in general. Everyone …
Great a Pakistani saying India lol So this has been since 2016.. before that everything was vetted and was a complete lock down on applications and students. Only 2% were non compliant in general. Everyone else got jobs or went back. Trudeau let a lot of garbage in!!
Identity Attack0.43896464
Insult0.5362655
Profanity0.11477985
Threat0.008285114
Severe Toxicity0.020644438
Moderate 0.52139956 Moderate Con 0.453 Insult
Oct 4, 2025 1 likes IRCC Names India in Study …
How does someone from India come to America and buy a Mercedes travel van with no plates and get to drive around just fine meanwhile I’m getting pulled over for stopping to early at a …
How does someone from India come to America and buy a Mercedes travel van with no plates and get to drive around just fine meanwhile I’m getting pulled over for stopping to early at a stop sign! Our own police let these mfs do whatever they want and steal to high hell
Identity Attack0.46028158
Insult0.47384647
Profanity0.41081807
Threat0.06561559
Severe Toxicity0.14126498
Moderate 0.52139956 Moderate Con 0.384
Jan 27, 2026 Inside Canada's Indian Invasion...
Useless! Canada will never learn and stop letting criminals in😮😮
Useless! Canada will never learn and stop letting criminals in😮😮
Identity Attack0.18546575
Insult0.56997263
Profanity0.080318145
Threat0.011068452
Severe Toxicity0.017803956
Moderate 0.52007306 Low Con 0.104 Insult Fear_Threat
Feb 21, 2026 Canadian immigration officers investigating hundreds …
We're screwed. Us Canadians don't fight for our culture. I mean if indians come here it should be to accept our culture but they just bring all of their's with thdm cause they know we …
We're screwed. Us Canadians don't fight for our culture. I mean if indians come here it should be to accept our culture but they just bring all of their's with thdm cause they know we let them
Identity Attack0.48915586
Insult0.45758462
Profanity0.4401715
Threat0.0115345
Severe Toxicity0.072789766
Moderate 0.51980776 Moderate Con 0.472 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Unlike her, my/others concern is that it doesn't ramp up and a 'don't let the door hit you in the ass on your way out' clause for temp foreign workers should be added to that …
Unlike her, my/others concern is that it doesn't ramp up and a 'don't let the door hit you in the ass on your way out' clause for temp foreign workers should be added to that bill. 80 million though, apparently they're sending them back in 1st class.
Identity Attack0.12440576
Insult0.40189892
Profanity0.47435758
Threat0.12076248
Severe Toxicity0.02373986
Moderate 0.51980776 Constructive 0.695
Dec 28, 2025 Deportations From Canada at Their …
Wake up everyone, time for us to leave canada, let them have this terrible country, then they won't have us working our asses off so the government can take care of them
Wake up everyone, time for us to leave canada, let them have this terrible country, then they won't have us working our asses off so the government can take care of them
Identity Attack0.29188538
Insult0.4339631
Profanity0.42185885
Threat0.027515862
Severe Toxicity0.02411546
Moderate 0.51980776 Low Con 0.264
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canadian government has destroyed our beautiful country by letting these animals in canada 😢
Canadian government has destroyed our beautiful country by letting these animals in canada 😢
Identity Attack0.4887047
Insult0.5101222
Profanity0.11601777
Threat0.030623792
Severe Toxicity0.02402156
Moderate 0.51980776 Moderate Con 0.306 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Let’s go scammers 😂 liberal scammers we see you 😂
Let’s go scammers 😂 liberal scammers we see you 😂
Identity Attack0.17459276
Insult0.5678696
Profanity0.22592722
Threat0.0115345
Severe Toxicity0.023076924
Moderate 0.51980776 Low Con 0.171 Insult Humor_Satire
Jan 19, 2026 Why Canada’s immigration system has …
Lucky they aren't muslims. But in Canada it is highly probable moslems will soon have their own califate because the coward libral wokes and dippers are letting it happen due to fear. Just like UK …
Lucky they aren't muslims. But in Canada it is highly probable moslems will soon have their own califate because the coward libral wokes and dippers are letting it happen due to fear. Just like UK Starmer.
Identity Attack0.55044734
Insult0.5130944
Profanity0.13344458
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.51980776 Low Con 0.202 Identity Attack Insult
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
We can’t let the word “racist” affect us anymore. It’s time to fully embrace the label and boldly state our position. “NO MORE INDIANS!!!!”
We can’t let the word “racist” affect us anymore. It’s time to fully embrace the label and boldly state our position. “NO MORE INDIANS!!!!”
Identity Attack0.6106996
Insult0.3416952
Profanity0.17287734
Threat0.11309616
Severe Toxicity0.070156105
Moderate 0.51980776 Moderate Con 0.403 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Let’s go to America and get treated like we’re criminals. Yea no thank you I’ll pass.
Let’s go to America and get treated like we’re criminals. Yea no thank you I’ll pass.
Identity Attack0.024224408
Insult0.07583388
Profanity0.00042892114
Threat0.10837407
Severe Toxicity0.00003919407
Moderate 0.518143 Fear_Threat
Dec 10, 2025
WHAT A SHAME,BECAUSE OF THEIR FRAUD,HOW MANY CANADIAN FAMILIES,STUDENTS,YOUTHS,ADULTS LOST THEIR JOB,LOST THEIR HOMES. MS.ZAFAR IS LYING LYING,LYING,HOW CAN A LARGE NUMBER OF INDIAN STUDENTS CAN DISAPPEAR,THEY THINK,BY SAYING" DISAPPEARED, THE STUDENTS AND THEIR STATUS …
WHAT A SHAME,BECAUSE OF THEIR FRAUD,HOW MANY CANADIAN FAMILIES,STUDENTS,YOUTHS,ADULTS LOST THEIR JOB,LOST THEIR HOMES. MS.ZAFAR IS LYING LYING,LYING,HOW CAN A LARGE NUMBER OF INDIAN STUDENTS CAN DISAPPEAR,THEY THINK,BY SAYING" DISAPPEARED, THE STUDENTS AND THEIR STATUS WILL BE PORTECTED. 100% THEY MADE LOTS OF MONEY FROM THESE STUDENTS AND LET THEM DISAPPEAR. SHAME THEY SHOULD BE REMOVED FROM IRCC. THEY ARE INCOMPETENT AND GENETICALLY FRAUD. REMOVE,REMOVE,THEY BELONG IN THE PRISON,IF THEY ARE NOT HONEST AND DONT TRY TO TRACK THOSE DISAPPEARED STUDENT. THEY SHOULD BE SENT TO PRISON.THEY KNEW IT,THEY HAVE THEIR PHONE AND THEIR ADDRESS. WHAT A SHAME. WE CANADIANS DONT WANT FRAUD,CROOKED PEOPLE WORKING IN IRCC. SHAME,DISGUSTING,WHAT AN EMBARRASSMENT.
Identity Attack0.27991617
Insult0.54471385
Profanity0.10425757
Threat0.18597278
Severe Toxicity0.043077253
Moderate 0.5140397 Moderate Con 0.373 Insult
Oct 10, 2025 1 likes IRCC Names India in Study …
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of …
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of unskilled multiple children asylum seekers??? Who now drive brand new cars b3cause trudope pays for their rent the food etc and what do they do ? Door dash skip the dishes drivers they are a drag on society BUT if u need a home care worker to look after our disabled people u can’t bring in foreigners, those agencies are in dire need of staff but trudope brings in door dash drivers thank god that drama queen resigned in disgrace
Identity Attack0.3817989
Insult0.54471385
Profanity0.26638454
Threat0.012181788
Severe Toxicity0.023505108
Moderate 0.509388 Constructive 0.541 Insult Policy_Critique
Jun 20, 2025 How Canada broke its immigration …
The issue is real concerns warping into a racist perspective. No doubt there’s too many Indians coming into Canada, as the Canadian government is more than happy to accept. And the frustration from over-immigration turning …
The issue is real concerns warping into a racist perspective. No doubt there’s too many Indians coming into Canada, as the Canadian government is more than happy to accept. And the frustration from over-immigration turning into “fuck Indians”, it happens so quick. Being a man born in Canada with Indian heritage, lets you see how much the new immigrants don’t like you because you are too “white” for them, and Canadians don’t like you because you look like all of the new people coming in that look just like you. Lose lose all around.
Identity Attack0.5274064
Insult0.4596616
Profanity0.48510036
Threat0.027515862
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.645 Identity Attack Personal_Narrative
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The one video you say we can't survive without Indiana we have been doing it for years what do you think is going to change I am a true Canadian everybody is welcomed but do …
The one video you say we can't survive without Indiana we have been doing it for years what do you think is going to change I am a true Canadian everybody is welcomed but do not f****** change our way of life make the gentleman said leave your s*** out the door I don't understand a lot of use come to our country because it's so bad where you're coming from that's great you have somewhere safe to go and we accept you even on the fact that you and try and change our way of life please somebody out there stand up against all of this we need one person to stand up and we will follow let's get our Canada back there will be a war before you take it over and trust me you don't want that America learn not to f*** with us cuz we burnt their house down trust me we will burn yours down too I am not racist at all but for us being nice you are putting us into poverty work with us not against us or sooner or later you will regret it don't change our way of life we don't go to your country and do it Canadians have a lot of passion and helping people sooner or later we get fed up and then regrets happen
Identity Attack0.27875587
Insult0.43296707
Profanity0.5013569
Threat0.034422375
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.736
Sep 10, 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.