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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: "This is how a world …" 1,032 comments · Page 24 of 42
Well, you bring in third world country people then you become a third world country.
Well, you bring in third world country people then you become a third world country.
Identity Attack0.2463217
Insult0.07555214
Profanity0.025770858
Threat0.008466354
Severe Toxicity0.0077438354
Low Tox 0.25462922 Low Con 0.081 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Unfettered immigration is destroying western civilization and culture. Leftists suffer from suicidal empathy and the false belief that “multiculturalism is our strength.” Ask the Romans what multiculturalism did to their empire… In reality, the West …
Unfettered immigration is destroying western civilization and culture. Leftists suffer from suicidal empathy and the false belief that “multiculturalism is our strength.” Ask the Romans what multiculturalism did to their empire… In reality, the West is setting up Gen Alpha and Gen Beta to either fight existential domestic wars of survival, or become subjugated. The soon-to-be majorities are not going to be kind to the previous majority, like the left gullibly assumes… history has proven this over and over and over again.. (Poland understands the deal with 3rd World immigration… they are one of the few western-aligned nations who are clear-eyed about the situation)
Identity Attack0.23467018
Insult0.14512913
Profanity0.025634222
Threat0.021127338
Severe Toxicity0.00793457
Low Tox 0.25462922 Moderate Con 0.406 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Import the third world, become the third world.
Import the third world, become the third world.
Identity Attack0.17614605
Insult0.05144889
Profanity0.023174755
Threat0.012958534
Severe Toxicity0.010604858
Low Tox 0.25462922 Low Con 0.106 Fear_Threat
Oct 27, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
13:22 he can always go back in fact, he SHOULD go back; because at some point, Canadians are gonna be fed up; and you dont want to see the most tolerant and patient people in …
13:22 he can always go back in fact, he SHOULD go back; because at some point, Canadians are gonna be fed up; and you dont want to see the most tolerant and patient people in the world get fed up cause thats when things get UGLY
Identity Attack0.10221587
Insult0.14874944
Profanity0.047173142
Threat0.010239923
Severe Toxicity0.0065994263
Low Tox 0.25462922 Moderate Con 0.479
Sep 23, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
At this point, I'm over every culture. We have been conditioned in the West to think that we have no culture, we need to embrace, worship, and accept everyone else's culture. Really over it. We …
At this point, I'm over every culture. We have been conditioned in the West to think that we have no culture, we need to embrace, worship, and accept everyone else's culture. Really over it. We have built a beautiful way of life in the western world and we should work harder to preserve it. I've been to India. Although I like most Indians that come to our part of the world, WE DO NOT WANT OUR COUNTRY TURNING INTO INDIA (or any other country/culture for that matter). Assimilate, get with the program, or GTFO. Enough is enough. Americans, Canadians, Europeans..stand up for your country and culture before it is completely erased. If we decided to move to any of these third world countries and pull the same crap, locals would be up in arms.
Identity Attack0.2816105
Insult0.075868964
Profanity0.08322773
Threat0.011715741
Severe Toxicity0.014511578
Low Tox 0.25462922 Constructive 0.685 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Import the third world, become the third world.
Import the third world, become the third world.
Identity Attack0.17614605
Insult0.05144889
Profanity0.023174755
Threat0.012958534
Severe Toxicity0.010604858
Low Tox 0.25462922 Low Con 0.107 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Elect globalists become the third world.
Elect globalists become the third world.
Identity Attack0.1035157
Insult0.123407245
Profanity0.026317406
Threat0.009359611
Severe Toxicity0.0059890747
Low Tox 0.25462922 Low Con 0.075 Fear_Threat
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Taxes and Immigration are just two of the Weapons being used against every Canadian by the Government working in cahoots with greedy and lazy oligopolies in this Country, The Question is; Are we as Canadians …
Taxes and Immigration are just two of the Weapons being used against every Canadian by the Government working in cahoots with greedy and lazy oligopolies in this Country, The Question is; Are we as Canadians being replaced ? Absolutely, and it is best not to pretend that it is not happening. Why is the Government flooding the Country with so many Immigrants at such a rapid pace ? Answer: Immigrants from certain parts of the World on average tend to be superficially obedient and compliant as regards Authoritarian Mechanisms ( social face ) However, they are simply more " skillful " and crafty when it comes to getting things done. They share the same cultures, languages, tribal and other local networks and many times those connections extend internationally. As Canadians, we tend to be highly individualistic, often politically and socially apathetic - in short, we do not have what they have. We are being out-competed and exploited by the very Freedoms we've fought to uphold.
Identity Attack0.12440576
Insult0.19500497
Profanity0.022833163
Threat0.009307829
Severe Toxicity0.0059509277
Low Tox 0.25462922 Constructive 0.636
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Import the third world, become the third world.
Import the third world, become the third world.
Identity Attack0.17614605
Insult0.05144889
Profanity0.023174755
Threat0.012958534
Severe Toxicity0.010604858
Low Tox 0.25462922 Low Con 0.107
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in …
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in just few years , unbelievable !! why no inquiry about replacing all other hard working Canadians and legal immigrants by new arrivals from only one country ,India and who are those workers , most of them are students , many came with fake documents and many many of them have absolutely no intention to finish their education in Canada but to use these loopholes to get into Canada and never leave , India is one of the most corrupt countries in the world ( look at the origin of most of the scam calls ! ), you can get a PHD degree there with money, ( the most scary part is hiring nurses or doctors with maybe fake degrees ) now corruption and loopholes in our immigration system allowed this influx of cheaters while hundred of thousands of Canadians cant find jobs and honest people from everywhere who try to immigrate through the front door face all the difficulties, this is not racism, it is the truth ...
Identity Attack0.26833034
Insult0.11978693
Profanity0.025360947
Threat0.00866054
Severe Toxicity0.0077438354
Low Tox 0.25462922 Constructive 0.566
Oct 1, 2025 IRCC Names India in Study …
Somebody in canada is making money trafficking innocent people from third world countries
Somebody in canada is making money trafficking innocent people from third world countries
Identity Attack0.26494437
Insult0.07967083
Profanity0.01982715
Threat0.009023022
Severe Toxicity0.0074005127
Low Tox 0.2540519 Low Con 0.266
Sep 29, 2025 IRCC Names India in Study …
Hoping canada become india capital and usa become Third World
Hoping canada become india capital and usa become Third World
Identity Attack0.23998553
Insult0.082372494
Profanity0.025907494
Threat0.013321015
Severe Toxicity0.01083374
Low Tox 0.2540519 Low Con 0.146 Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
This is the canada all these prideful canadians are so proud i guess lol. Whats the point of being soverign when you can't control your borders, your economy, your milltary or anything a sovereign nation …
This is the canada all these prideful canadians are so proud i guess lol. Whats the point of being soverign when you can't control your borders, your economy, your milltary or anything a sovereign nation is suppost to do? Our border is unguarded along america allowing illegal migrants who come to our countries from around the world to sneak into the usa or sneak into Canada, 73% of all our exports go to the usa, usa is no longer rather our boss, all these prideful canadians dont realize that our whole economy hinges on america lol, russia and china have been investing in making milltary bases in the artic, if we dont secure our artic then the usa will do it for us, but if that happens then who will really own the artic?
Identity Attack0.18705739
Insult0.15769513
Profanity0.048175167
Threat0.008285114
Severe Toxicity0.008621216
Low Tox 0.2540519 Moderate Con 0.427 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Because they know it's way easier to go and infest canada over ANY country in the world thats not considered 3rd world.
Because they know it's way easier to go and infest canada over ANY country in the world thats not considered 3rd world.
Identity Attack0.19100772
Insult0.09563028
Profanity0.030639706
Threat0.05559385
Severe Toxicity0.0104522705
Low Tox 0.2540519 Low Con 0.168 Fear_Threat
Feb 15, 2026 Inside Canada's Indian Invasion...
Import the THIRD WORLD become The THIRD WORLD.
Import the THIRD WORLD become The THIRD WORLD.
Identity Attack0.19298288
Insult0.06459839
Profanity0.018665737
Threat0.01086132
Severe Toxicity0.011978149
Low Tox 0.2540519 Low Con 0.098 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
First of all stop all these bogus students and asylum seekers, immigration needs to be rationalized. Canada cant save the world if it cant save itself. Unfortunately people need to leave and we need to …
First of all stop all these bogus students and asylum seekers, immigration needs to be rationalized. Canada cant save the world if it cant save itself. Unfortunately people need to leave and we need to limit how many people come here
Identity Attack0.22261032
Insult0.12702756
Profanity0.015864678
Threat0.010550622
Severe Toxicity0.007095337
Low Tox 0.2524482 Moderate Con 0.405
Jan 15, 2026 2.9 million Canadian temporary visas …
She should go back to back to Europe. She is getting a taste of what her ancestors did all over the world. Including India.
She should go back to back to Europe. She is getting a taste of what her ancestors did all over the world. Including India.
Identity Attack0.17070955
Insult0.08410009
Profanity0.028776871
Threat0.010602405
Severe Toxicity0.0090408325
Low Tox 0.24924077 Moderate Con 0.466 Moral_Argument
Sep 5, 2025 Why Canadians Are Turning Against …
As Aristotle said Tyrants prefer foreigners as enforcers and administrators. They are obviously a weapon of the World Economic Forum.
As Aristotle said Tyrants prefer foreigners as enforcers and administrators. They are obviously a weapon of the World Economic Forum.
Identity Attack0.14875233
Insult0.15627414
Profanity0.01887069
Threat0.012233571
Severe Toxicity0.0052261353
Low Tox 0.24924077 Low Con 0.118
Jan 27, 2026 Inside Canada's Indian Invasion...
You cannot get a better standard of living by driving our country into a Third World that you just left to get a better life
You cannot get a better standard of living by driving our country into a Third World that you just left to get a better life
Identity Attack0.16373143
Insult0.06757036
Profanity0.029888187
Threat0.009540852
Severe Toxicity0.008964539
Low Tox 0.24763705 Low Con 0.208
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Modern world people are slow I've seen this seen a research whats been happening as n immigrant in USA myself . People were rock to sleep by democrats n stayed silent for 5 years now …
Modern world people are slow I've seen this seen a research whats been happening as n immigrant in USA myself . People were rock to sleep by democrats n stayed silent for 5 years now complaining smh
Identity Attack0.10221587
Insult0.16780703
Profanity0.057944927
Threat0.007637825
Severe Toxicity0.0050354004
Low Tox 0.24763705 Constructive 0.535
Aug 26, 2025 Why Canadians Are Turning Against …
As a first nations canadian person im sick of hearing people cry about foreigners. Maybe my ancestors shouldn't have helped yours so i wouldnt have to listen to first world people cry about first world …
As a first nations canadian person im sick of hearing people cry about foreigners. Maybe my ancestors shouldn't have helped yours so i wouldnt have to listen to first world people cry about first world problems
Identity Attack0.18002926
Insult0.14874944
Profanity0.023584666
Threat0.0076119336
Severe Toxicity0.004749298
Low Tox 0.24763705 Moderate Con 0.477 Identity_Assertion
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
With our Indian's superpower in weapon of human mass production, India will conquer the whole world. Just wait for it. Jai Hind
With our Indian's superpower in weapon of human mass production, India will conquer the whole world. Just wait for it. Jai Hind
Identity Attack0.22707681
Insult0.070482984
Profanity0.057443913
Threat0.18281023
Severe Toxicity0.023076924
Low Tox 0.24763705 Low Con 0.196 Identity_Assertion
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
India will keep on populating the entire world
India will keep on populating the entire world
Identity Attack0.2803029
Insult0.05964688
Profanity0.057443913
Threat0.02803385
Severe Toxicity0.014705247
Low Tox 0.24763705 Low Con 0.161 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I am not racist in any way shape or form- my grandfather was in Germany and he was on the Beach in Normandy. He saw his friend die in a foxhole beside him and my …
I am not racist in any way shape or form- my grandfather was in Germany and he was on the Beach in Normandy. He saw his friend die in a foxhole beside him and my grandfather came home with shrapnel in his leg. His suffered all of this to give us our freedoms and a safe place to live. One of my uncles would never speak his language - Italian in front of anyone that didn’t understand it. I asked him why not? His answer was simple “its’s a rude!” Such eloquence from broken English. I am sick of not being allowed to stand up for my way of life, my culture and belief system without being accused of stamping on somebody else’s! I am Catholic I pray at home or at church in my car out on a walk! Nobody is subjected to it or restricted by it religion is a deeply personal thing we have churches and religious places of gathering that are everywhere that have been permitted when other countries would absolutely not allow such freedoms but it still is not enough and we are wrong for being upset by their intolerance and rudeness. I am disabled - if I was not married I would be living on the street. Students immigrants are given better housing and more money to survive on than me - who was a part of this workforce and a taxpayer from the age of 12 I have had some sort of job until I was injured at work. We aren’t racist we are fed up, abandoned and disgusted with out social safety net being handed out to others who do nothing but complain that it’s not enough! I just want to be able to survive in my home country - the country I have paid taxes into all my life. Is there another country in the world that puts itself and its people last as Canada does??? I really want to know. Where could I move and be treated as a Canadian immigrant is treated here???
Identity Attack0.17847598
Insult0.14150882
Profanity0.11663672
Threat0.03718498
Severe Toxicity0.01302678
Low Tox 0.24603334 Constructive 0.81 Identity_Assertion
Aug 28, 2025 7 likes Why Canadians Are Turning Against …
Too little too late, Canada looks like a Third World Country already
Too little too late, Canada looks like a Third World Country already
Identity Attack0.23542951
Insult0.10440776
Profanity0.01893901
Threat0.0074954215
Severe Toxicity0.006980896
Low Tox 0.24603334 Low Con 0.117
Jan 16, 2026 2.9 million Canadian temporary visas …

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.