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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: "Over the years I have …" 1,624 comments · Page 13 of 65
Deport All the Indians that have come to Canada in the last 15 years. The ones that came 20 years ago are fine. This country has Fallen, we were Invaded without a shot ever being …
Deport All the Indians that have come to Canada in the last 15 years. The ones that came 20 years ago are fine. This country has Fallen, we were Invaded without a shot ever being fired. My guy on the bike is speaking for Real Canadians
Identity Attack0.49584505
Insult0.25800487
Profanity0.043165036
Threat0.13414288
Severe Toxicity0.023076924
Moderate 0.42349213 Moderate Con 0.475 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
In 5 Years they will Vote to Become a soverign country and Ban All Whites. And yes its Canadas Fault.
In 5 Years they will Vote to Become a soverign country and Ban All Whites. And yes its Canadas Fault.
Identity Attack0.50515443
Insult0.24287975
Profanity0.044167064
Threat0.045895394
Severe Toxicity0.021290002
Moderate 0.42349213 Low Con 0.129 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
$420 a year wow that will cover the extra $1800 in food inflation we will be spending this year what a joke clowney and the lieberals need to stop printing money for refugees and ukraine …
$420 a year wow that will cover the extra $1800 in food inflation we will be spending this year what a joke clowney and the lieberals need to stop printing money for refugees and ukraine and get our resources out there or resign.
Identity Attack0.06294931
Insult0.47384647
Profanity0.07482228
Threat0.009851551
Severe Toxicity0.009346008
Moderate 0.42349213 Low Con 0.208 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026
Aussies have had a gut full, over the past 15 years our useless government has been flooding our country with an invasion of people we don't want, our young people struggle to buy a home …
Aussies have had a gut full, over the past 15 years our useless government has been flooding our country with an invasion of people we don't want, our young people struggle to buy a home and can hardly afford to start a family. Our apathetic "she'll be right attitude" is the cause, push back has now started.
Identity Attack0.18002926
Insult0.46923602
Profanity0.10611444
Threat0.007948523
Severe Toxicity0.012130737
Moderate 0.42349213 Constructive 0.634 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Liberal have allowed these frauds for years with their corrupt government
Liberal have allowed these frauds for years with their corrupt government
Identity Attack0.12440576
Insult0.4710501
Profanity0.089370176
Threat0.008401625
Severe Toxicity0.010604858
Moderate 0.42349213 Low Con 0.149
Oct 1, 2025 1 likes IRCC Names India in Study …
as a Canadian i can confirm that Indians are literally taking over this country. i swear every year the Indian population doubles/triples. the thing that is frustrating about it is that they don't try and …
as a Canadian i can confirm that Indians are literally taking over this country. i swear every year the Indian population doubles/triples. the thing that is frustrating about it is that they don't try and adapt to the culture at all. its really annoying because if you mention anything about it you are just labeled a racist.
Identity Attack0.48990932
Insult0.34548226
Profanity0.072882555
Threat0.009048914
Severe Toxicity0.01935331
Moderate 0.42349213 Moderate Con 0.497 Fear_Threat
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
Over the years I have seen the gradual increase in Indians, and have had to deal with my share of it. The most interesting interaction I have seen is between Indians, namely in college the …
Over the years I have seen the gradual increase in Indians, and have had to deal with my share of it. The most interesting interaction I have seen is between Indians, namely in college the Indians traveled in packs, and densely at that. They could be tracked via smell alone. But the interesting part was, any Indian that did not stick to the pack, and did not smell like shit had endless insults, and general racist remarks made against them. AKA anyone who did not act the part, was simply seen as a traitor. Which is to also say, they fully wanted to bring India here, and had no intention of leaving anything behind.
Identity Attack0.4139151
Insult0.36021477
Profanity0.44752163
Threat0.020609349
Severe Toxicity0.023974609
Moderate 0.42349213 Constructive 0.699 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
This is not your Canada, you came here 400 years ago, yes others should not come here 🤬🖕🖕🖕🤮
This is not your Canada, you came here 400 years ago, yes others should not come here 🤬🖕🖕🖕🤮
Identity Attack0.36702603
Insult0.36798462
Profanity0.18663849
Threat0.008789998
Severe Toxicity0.023076924
Moderate 0.42349213 Low Con 0.28 Identity_Assertion
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
I’ve been going to USA a lot this year. No problems whatsoever. Super fast and easy. Too bad Trudeau destroyed the Canadian dollar with his debt tho. Exchange rate sucks.
I’ve been going to USA a lot this year. No problems whatsoever. Super fast and easy. Too bad Trudeau destroyed the Canadian dollar with his debt tho. Exchange rate sucks.
Identity Attack0.002273678
Insult0.117813475
Profanity0.1802649
Threat0.00042415396
Severe Toxicity0.000024961208
Moderate 0.4216625
Dec 8, 2025 37 likes
lol i fly about monthly from YVR, as soon as you exit the plane and walk into the airport it feels like india, its gotta stop 90 percent of them are scammers and just need …
lol i fly about monthly from YVR, as soon as you exit the plane and walk into the airport it feels like india, its gotta stop 90 percent of them are scammers and just need to go, but m0r0ns elected the liberals again, and well if you check the numbers so far on the immigration website, they are already set for another record year, they are not lowering the numbers its all gas lighting.
Identity Attack0.36702603
Insult0.4339631
Profanity0.26583168
Threat0.042985857
Severe Toxicity0.023076924
Moderate 0.42129645 Moderate Con 0.451 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’m from Jackson MS and seeing the commentsI just have to say good luck making that here ten years ago even today. Just going to Kroger can get logos alone especially as someone out “color …
I’m from Jackson MS and seeing the commentsI just have to say good luck making that here ten years ago even today. Just going to Kroger can get logos alone especially as someone out “color “ literally how ever the fuck you spell this nowadays. I’m just what we well thinking my goodness you can call my whatever I actually don’t care whether you like it and I’m have listen to “oher hal” the book again… I mean come on!! Should not have back love because I just want to love and love love you and you every body I mean don’t you only like two are this because come home who care lets this now …? Love you ❤Iooo yeaghhh thstssss beeeeettt we got it ox or I
Identity Attack0.14661247
Insult0.26957804
Profanity0.473824
Threat0.022163315
Severe Toxicity0.06011435
Moderate 0.42129645 Constructive 0.707 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
We normal, sane, reasonable Canadian-born and bred citizens have become so "whipped" in the last 10 years under this tyranny called the LIBERAL PARTY OF CANADA, and their woke ideology. Im 60y.o., and have been …
We normal, sane, reasonable Canadian-born and bred citizens have become so "whipped" in the last 10 years under this tyranny called the LIBERAL PARTY OF CANADA, and their woke ideology. Im 60y.o., and have been screaming from the hilltops for ten years about out country being over run and dominated by Indians, and Muslims. ENOUGH !! FFSAKES, I'M NEARING THE POINT OF NO RETURN. IF THESE LIBERALS WIN THE NEXT ELECTION, IT WILL BE A CALL TO ACTION FOR ME. I WILL DO SOMETHING THAT OTHERWISE, I WOULDN'T EVEN CONTEMPLATE. MY ACT WILL BE HEARD AROUND THE WORLD, AND HOPEFULLY IT WILL CAUSE OTHERS TO AT LEAST ENACT CHANGE, AND TAKE CANADA BACK FROM THESE EVIL, SAVAGES THAT ARE OVERRUNNING HER. I'LL BE GIVING MY LIFE FOR MY BELIEFS, AND FOR MY LOVE OF GOD AND COUNTRY! GOD HELP ME, FORGIVE ME, AND GOD BLESS CANADA AND PIERRE POLIEVRE. HE IS MY, AND CANADA'S ONLY HOPE OF RESCUE. THE MUSLIM AND INDIAN TAKEOVER WILL END, OR I WILL!!
Identity Attack0.44690517
Insult0.40243408
Profanity0.09992486
Threat0.0287245
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.487
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I'M AN ASIAN IMMIGRANT WHO IS TOTALLY EMBARRASSED AND ASHAMED OF THESE NEW MASSIVE ASIAN IMMIGRANTS THAT BRING SHAME AND EMBARRASSMENT TO THIS WONDERFUL AND GIVING COUNTRY, AND TO HARD-WORKING, LAW-ABIDING IMMIGRANTS OF YESTER-YEARS. CANADA …
I'M AN ASIAN IMMIGRANT WHO IS TOTALLY EMBARRASSED AND ASHAMED OF THESE NEW MASSIVE ASIAN IMMIGRANTS THAT BRING SHAME AND EMBARRASSMENT TO THIS WONDERFUL AND GIVING COUNTRY, AND TO HARD-WORKING, LAW-ABIDING IMMIGRANTS OF YESTER-YEARS. CANADA OUGHT TO REASSESS ITS PROTOCOLS & STANDARDS REQUIREMENTS SURROUNDING IMMIGRATION. I WOULD START BARRING ANYONE WITH CRIMINAL RECORDS - NO EXCEPTIONS, WHILE DEPORTING THOSE WHO COMMITTED CRIME IN THIS COUNTRY ! I PERSONALLY APOLOGIZE TO ALL CANADIAN CITIZENS AT LARGE FOR THESE UNDESIRABLE IMMIGRANTS.
Identity Attack0.46028158
Insult0.37960073
Profanity0.06646215
Threat0.025616571
Severe Toxicity0.023076924
Moderate 0.41910073 Constructive 0.515 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
https://www.youtube.com/shorts/XuWr9DoH1JI here's a better take on reality Brian, so quit trying to push your BS agenda of the dream that isn't, never was here's another one for your delusions https://www.youtube.com/shorts/Gyzd_0167AM then tell the guy who …
https://www.youtube.com/shorts/XuWr9DoH1JI here's a better take on reality Brian, so quit trying to push your BS agenda of the dream that isn't, never was here's another one for your delusions https://www.youtube.com/shorts/Gyzd_0167AM then tell the guy who had to go to Australia 20 yrs ago, to become a Dr, then the US for Residency spot, that we had a wonderful immigration system/policy, lazy, incompetent politicians, leaders, that's what we've had for 50 years of lies
Identity Attack0.04693319
Insult0.47357693
Profanity0.09868695
Threat0.007948523
Severe Toxicity0.0128976675
Moderate 0.41910073 Moderate Con 0.443 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
They're living here now,after few years they claim Canada is theirs and even say they founded canada and all indigenous people were indians like they say here in the USA such a 💩jeet history manipulators. …
They're living here now,after few years they claim Canada is theirs and even say they founded canada and all indigenous people were indians like they say here in the USA such a 💩jeet history manipulators. Don't underestimate them save your lands from these punjabi invasion will they tolerate if we do the same there?
Identity Attack0.46028158
Insult0.40243408
Profanity0.19893537
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.481 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
Lmao I will go next year OOH I mean next month lmao wtf
Lmao I will go next year OOH I mean next month lmao wtf
Identity Attack0.018470341
Insult0.082372494
Profanity0.43554106
Threat0.012906751
Severe Toxicity0.023076924
Moderate 0.41690505 Moderate Con 0.401 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Sorry darling, but those are not Indians, they keep applying for indian documents and get rejected, because around 20 years ago India recognised them as a terrorist separatist group. That's why they are called KHALISTANIS, …
Sorry darling, but those are not Indians, they keep applying for indian documents and get rejected, because around 20 years ago India recognised them as a terrorist separatist group. That's why they are called KHALISTANIS, NOT INDIANS. Clean up your own mess, Canadians.
Identity Attack0.46028158
Insult0.36798462
Profanity0.034146797
Threat0.011042561
Severe Toxicity0.01896597
Moderate 0.41690505 Moderate Con 0.313
Jan 5, 2026 Inside Canada's Indian Metropolis (Brampton)
You see thats just it they didn't come here to integrate they came here conquer and conquer only they do not want anything to do with us except join them or die they are cult …
You see thats just it they didn't come here to integrate they came here conquer and conquer only they do not want anything to do with us except join them or die they are cult of death and bring nothing but death it is us or them and that's not me saying that it was the Muslims who said it first years ago they said they would come and conquer us now look at them us or them make a choice ppl
Identity Attack0.46028158
Insult0.25800487
Profanity0.22592722
Threat0.19229786
Severe Toxicity0.04397394
Moderate 0.41445592 Moderate Con 0.38
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much …
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much more pushy with their religions. I have no respect for that. So there might be a lot of them, but they don't ruin it as per say. As long as they don't shit on the beach and use garbage cans and not sidewalks. I won't go to india an impose my belief or way of living. And i don't think they do that in canada either. But others do it. Sadly, by association of the religion, some will see them as the same people. Anyways we're in 2026, religions are stone age laws to scare people. Now we have actual laws that are based on being a decent person, not the winner or the best, or the only right way. No need for some boogeyman in the sky to scare you, 10 years in prison should be enough to make you behave like a decent human. Even 1 month is enough for me to not be some idiot. We had horses, now we have cars. We had gods, now we have laws. Simple evolution and progress. Well some countries didn't get that update apparently. And noooo, if i say one bad word about an ideology, not a race (yaaawn, human race, all the same) i will be hunted down. That should tell you everything about the situation. You don't like my ideas? Ok, you do you. I don't like your ideas? Throw me off a roof? I'm sorry what? Should all be banned worldwide. Believe what you want, don't impose your ignorance on others. Especially not with force or threats.
Identity Attack0.3817989
Insult0.36798462
Profanity0.4193644
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.654 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Good luck but you are bit late…..There is a big difference between Sikh and Khalistani ….Khalistanis are extrimist groups they live along with good Sikhs…. They both wear Turban…this khalistanis thwy Come to canada they …
Good luck but you are bit late…..There is a big difference between Sikh and Khalistani ….Khalistanis are extrimist groups they live along with good Sikhs…. They both wear Turban…this khalistanis thwy Come to canada they fake asylum seekers…recently khalistanis in Canada has attacked Hindu communities in canada and police has done nothing to stop protect them ….they have attacked Hindu Temples and police were just watching them…they also burned down Indian consulate in San Francisco two years back they constantly threatened Indian embassy Indian consulate ambassador….if you think they have just attacked Indian or Hindus they don’t attacked Canadian…but you might be living in delusion they can turn around on actual Canadian also if you think you are red neck they are 10 time more red neck than you …so you are late they are all over places in your Government , they have formed political parties too they are in yoyr country airport security,Government offices,Border security all over so Good luck…There are millions and millions good Sikhs In India who Loves India and serve India too with pride,…just search for Gurupatwant singh pannun he runs khalistanis extrimist movement from your country Canada and also from America
Identity Attack0.48915586
Insult0.37960073
Profanity0.085167445
Threat0.13815513
Severe Toxicity0.02373986
Moderate 0.41168427 Constructive 0.634
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Even in Quebec, where there's a language barrier they're starting to come in, in mass numbers. But we kind of deserve this, we Canadians had the decency to vote Trudeau for ten years, and right …
Even in Quebec, where there's a language barrier they're starting to come in, in mass numbers. But we kind of deserve this, we Canadians had the decency to vote Trudeau for ten years, and right after Carney, so yea I'm totally leaving this s-hole.
Identity Attack0.053399716
Insult0.32211447
Profanity0.45706853
Threat0.009307829
Severe Toxicity0.02258113
Moderate 0.41168427 Constructive 0.506 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They’re awful and need to go home. Can’t even call the bank without not understanding what they’re saying or eat take out food that doesn’t taste like Indian spices or walk down the street and …
They’re awful and need to go home. Can’t even call the bank without not understanding what they’re saying or eat take out food that doesn’t taste like Indian spices or walk down the street and only hear Indian music…my daughters class last year was only Indian and Arabic kids and the principal was Indian how are they gonna teach Canadian culture and education I’d ask what she did in school she said learned Indian dances. I’m 11 generations Canadian and they completely chaged our small home towns and neighbour hoods we have our own customs and cultures and it’s all gone now also there’s so much rape and assault charges or teachers molesting kids or men in girls bathroom and it’s Indian men!!! Disgusting and sad I used to love being Canadian now I hate Canada
Identity Attack0.37730414
Insult0.43158367
Profanity0.11725569
Threat0.013579931
Severe Toxicity0.021806452
Moderate 0.41168427 Constructive 0.627
Sep 1, 2025 Why Canadians Are Turning Against …
Canadians need Trump. Or else Canada will get 1000% worst in the next 10-20 years if nothing changes This year only 35% of Canadians voted. We need to vote out the Cancerous Liberal Party. Being …
Canadians need Trump. Or else Canada will get 1000% worst in the next 10-20 years if nothing changes This year only 35% of Canadians voted. We need to vote out the Cancerous Liberal Party. Being a liberal on Planet Earth should be illegal. They have done more damage then the Germans did
Identity Attack0.3817989
Insult0.42367843
Profanity0.07047026
Threat0.024235269
Severe Toxicity0.017868511
Moderate 0.41168427 Low Con 0.29
Jan 5, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
They trash their country and now they come here and do the same, they use and destroy everything true Canadian build. We Canadian are way too nice when the 40 year old "student" say he …
They trash their country and now they come here and do the same, they use and destroy everything true Canadian build. We Canadian are way too nice when the 40 year old "student" say he never had any discrimination this is part of the problem because I'm willing to bet my life that the vast majority of true Canadian can't stand them. Mark my word, hate will make a comeback for Indian and the race card will be use.
Identity Attack0.46028158
Insult0.34626248
Profanity0.06495911
Threat0.021472665
Severe Toxicity0.023076924
Moderate 0.40891263 Constructive 0.508
Oct 30, 2025 Inside Canada's Indian Metropolis (Brampton)
All immigrant communities around the world knew since the stone age about all dirty practices and fraud east Indian people always commit in their day to day life. Have you been sleeping all the time …
All immigrant communities around the world knew since the stone age about all dirty practices and fraud east Indian people always commit in their day to day life. Have you been sleeping all the time canada? 5 years ago when i told about this to canadian friends , all they said I am racist🤷🏽‍♂️ now you can see yourself…
Identity Attack0.46028158
Insult0.36537176
Profanity0.03389629
Threat0.008349842
Severe Toxicity0.01896597
Moderate 0.40614098 Moderate Con 0.371
Oct 3, 2025 1 likes IRCC Names India in Study …

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.