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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: "All western nations are being …" 39 comments · Page 1 of 2
How is it that you only see white people homeless . Never see a brown person,or Chinese person on the streets homeless. Canada government look after your own Canadians first . Stop letting our enemy …
How is it that you only see white people homeless . Never see a brown person,or Chinese person on the streets homeless. Canada government look after your own Canadians first . Stop letting our enemy nations into our Canada. They don't like western ways or white people.they didn't do there research . Stupid Humans.😊
Identity Attack0.57150364
Insult0.7657292
Profanity0.29209393
Threat0.011974656
Severe Toxicity0.05742428
Toxic 0.7761081 Moderate Con 0.377 Identity Attack Insult Unverified_Claim
Oct 30, 2025 Why Canadians Are Turning Against …
lmao no Canada is not. if you idiots down east were tired of it, you wouldnt have voted in liberals again for the 15th year in a row...you bastards down east wrecked this beautiful country. …
lmao no Canada is not. if you idiots down east were tired of it, you wouldnt have voted in liberals again for the 15th year in a row...you bastards down east wrecked this beautiful country. I am an immigrant in 1991 at 6 months old, citizen since 1991. I care more about keeping Canadian culture then you pussy libs ever will. thanks for nothing. vote correctly next time....WESTERN CANADA INDEPENENCE WE DONT NEED YOU ONTARIO If anyone of you ever left this nation and travelled to somewhere that wasn't the west, you will understand the importance of keeping this nation how it was.
Identity Attack0.41975367
Insult0.7298119
Profanity0.48510036
Threat0.023544617
Severe Toxicity0.3536391
Toxic 0.76197964 Moderate Con 0.479 Insult
Sep 17, 2025 Why Canadians Are Turning Against …
We want immigrants who RESPECT our culture, not animals that shit in the streets, on our beaches dropping garbage all o er he fking place! The culture of Arabs and Indians from India is not …
We want immigrants who RESPECT our culture, not animals that shit in the streets, on our beaches dropping garbage all o er he fking place! The culture of Arabs and Indians from India is not compatible with western nations laws or values
Identity Attack0.6649212
Insult0.5678696
Profanity0.70864636
Threat0.030969119
Severe Toxicity0.44787344
Toxic 0.743089 Low Con 0.284 Identity Attack Insult
Aug 27, 2025 Why Canadians Are Turning Against …
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother …
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother Country Seeks Menace to Canada. Otherwise MODI wouldn't treat Canada like Shit. They laugh at us. Cut them off. Show Modi were not your dumping ground. HOW WILL CHINA, RUSSIA Like it when India in their "Partnership" should ASK For their Indians to go in DROVES to Russia, China.................... HAH!!!!!!!!!!!!!!! NO WAY. Canada SHUT IT DOWN. INDIANS dont Respect US. Their home Country conspires and SHOOTS canadian CITIZENS and Then SNUBS US. MAKE YOUR OWN COUNTRY. DO BETTER SCAMMERS!!!!!!!!!!
Identity Attack0.55044734
Insult0.5935568
Profanity0.4662011
Threat0.34804323
Severe Toxicity0.35515398
Moderate 0.6744087 Low Con 0.279 Identity Attack Insult Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
this is repulsive. every White, Western nation it's the same thing. we need to sever these (((shackles))) and take our homeland back. this is so incredibly emasculating.
this is repulsive. every White, Western nation it's the same thing. we need to sever these (((shackles))) and take our homeland back. this is so incredibly emasculating.
Identity Attack0.46614665
Insult0.46173862
Profanity0.4170448
Threat0.13616586
Severe Toxicity0.16960317
Moderate 0.5559701 Moderate Con 0.339 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Blame Prime Minister of India, Nerander Modi and his party for sending millions of Hindus to the western nations in the name of students. All students from India are fake. They are in West to …
Blame Prime Minister of India, Nerander Modi and his party for sending millions of Hindus to the western nations in the name of students. All students from India are fake. They are in West to introduce HINDUTVA, HINDU IDEOLOGY AND RACISM.
Identity Attack0.35828567
Insult0.2358914
Profanity0.00027664463
Threat0.0006763777
Severe Toxicity0.000013947454
Moderate 0.5330114 Unverified_Claim
Apr 15, 2025
These people have messed up their own nation royaly..now they're ready to Ruin the western world... Cockroaches on the rise
These people have messed up their own nation royaly..now they're ready to Ruin the western world... Cockroaches on the rise
Identity Attack0.29035977
Insult0.5130944
Profanity0.2801717
Threat0.030623792
Severe Toxicity0.02383376
Moderate 0.50503236 Low Con 0.181 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
South Asians are destroying western nations. They don't immerse into the adopted culture, they infest with their own wants supported by all levels of government.
South Asians are destroying western nations. They don't immerse into the adopted culture, they infest with their own wants supported by all levels of government.
Identity Attack0.55044734
Insult0.34101152
Profanity0.16217725
Threat0.06690872
Severe Toxicity0.024819711
Moderate 0.47119883 Low Con 0.256 Identity Attack
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
This is crazy. I am an Indian, and I fail to understand why so many Indians choose to live in other countries. For money? Don't they have any self respect or dignity? It us true …
This is crazy. I am an Indian, and I fail to understand why so many Indians choose to live in other countries. For money? Don't they have any self respect or dignity? It us true that Germans, Irish, Italians etc did migrate to USA en masse, but they did it out of desperation, to avoid famines. Indians must understand, western people despise the fact that so many Indians living in their countries. They don't like you. They why? Come back to your motherland, and serve the nation.
Identity Attack0.46028158
Insult0.41767508
Profanity0.1696208
Threat0.019055385
Severe Toxicity0.023076924
Moderate 0.46716887 Constructive 0.652
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Our country and our people are done for Islam’s whole plan is to overthrow every western nation and destroy it from within. They’re not here to integrate or become part of our society.
Our country and our people are done for Islam’s whole plan is to overthrow every western nation and destroy it from within. They’re not here to integrate or become part of our society.
Identity Attack0.5108175
Insult0.24928534
Profanity0.11230402
Threat0.20544581
Severe Toxicity0.032316983
Moderate 0.4269174 Moderate Con 0.31 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
Imperial nations invade other regions. Capitalist west destabilizes nations on a regular basis world wide then dudes like Tyler make videos of losing their Western traditions hahahahahaha victim card is crazy
Imperial nations invade other regions. Capitalist west destabilizes nations on a regular basis world wide then dudes like Tyler make videos of losing their Western traditions hahahahahaha victim card is crazy
Identity Attack0.22707681
Insult0.34237885
Profanity0.12286829
Threat0.012440704
Severe Toxicity0.014253352
Moderate 0.38811707 Low Con 0.186 Comparative_Framing
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
When are western nations going to stop the mass importation of third worlders? It seems like this is all planned... to destroy our countries...
When are western nations going to stop the mass importation of third worlders? It seems like this is all planned... to destroy our countries...
Identity Attack0.39677486
Insult0.16751462
Profanity0.051932767
Threat0.13815513
Severe Toxicity0.022452017
Moderate 0.37751234 Low Con 0.296 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This makes Iselin NJ jealous. Though unlike Somalis, at least the Indians work...the scammers generally stay in India. But still, Canada is losing its culture. Only liberal Western nations allow this unchecked immigration.
This makes Iselin NJ jealous. Though unlike Somalis, at least the Indians work...the scammers generally stay in India. But still, Canada is losing its culture. Only liberal Western nations allow this unchecked immigration.
Identity Attack0.39334553
Insult0.35016364
Profanity0.040409464
Threat0.0084793
Severe Toxicity0.012435913
Moderate 0.37751234 Moderate Con 0.419 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
i worry that this immigrant backlash is on purpose. this is happening in all western judeo-christian nations.
i worry that this immigrant backlash is on purpose. this is happening in all western judeo-christian nations.
Identity Attack0.43256098
Insult0.18107465
Profanity0.12991914
Threat0.015256803
Severe Toxicity0.019482423
Moderate 0.36456755 Moderate Con 0.345 Fear_Threat
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
All western nations are being invaded with the express purpose of making them minority white. This is a forced integration and invasion. Import the 3rd world become the 3rd world.
All western nations are being invaded with the express purpose of making them minority white. This is a forced integration and invasion. Import the 3rd world become the 3rd world.
Identity Attack0.4054415
Insult0.110259406
Profanity0.06495911
Threat0.019573374
Severe Toxicity0.019095084
Moderate 0.36043653 Low Con 0.161 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
The Bike guy is spewing objectively false things about Africans using Richard Lynn IQ data which is disproven: Why "National IQ" Data is Fraudulent 1. The Data is Factually Fraudulent (Sample Bias) Richard Lynn did …
The Bike guy is spewing objectively false things about Africans using Richard Lynn IQ data which is disproven: Why "National IQ" Data is Fraudulent 1. The Data is Factually Fraudulent (Sample Bias) Richard Lynn did not use representative samples. For example, he famously assigned Equatorial Guinea an average IQ of 59 based on a group of children in a Spanish home for the developmentally disabled, then claimed that score represented the entire country. Peer-reviewed studies by researchers like Jelte Wicherts proved that Lynn systematically ignored higher-scoring African studies (some in the 80s and 90s) to keep his "averages" artificially low. If you judge a country’s intelligence by testing its hospitals and orphanages, you aren't a scientist—you're a fraud. 2. Nutrition is the "Hardware" of the Brain Intelligence cannot develop without biological fuel. As of 2026, roughly 30% of children in Sub-Saharan Africa suffer from stunting due to chronic malnutrition. Science proves that iodine and iron deficiencies alone can drop a population's IQ by 10–15 points. You aren't measuring "race"; you are measuring starvation. 3. The Education Gap (Abstract Reasoning) IQ tests do not measure "raw brain power." They measure Western-style schooling. Studies show that for every single year of formal education, a person’s IQ score increases by 1 to 5 points. Comparing the scores of people in countries with 30% literacy rates to people with PhDs in the West is like comparing the "athletic ability" of a runner to someone who has never been given shoes. 4. The "Age and War" Factor The median age in many African nations is under 20, compared to over 40 in Europe. These tests are often administered to children and adolescents in areas plagued by toxic stress from war and displacement. Peer-reviewed research confirms that trauma and PTSD physically impair the parts of the brain responsible for the logic puzzles found on IQ tests. 5. The Flynn Effect (The Death of the Racial Argument) If IQ were "innate" and "racial," it would never change. However, as nutrition and education improved in the West over the last 100 years, average IQ scores jumped by nearly 30 points. This is called the Flynn Effect. African scores are currently rising at the same rate as they develop. The "gap" is a development gap, not a genetic one. Conclusion: Using Richard Lynn’s data doesn't make you a "truth-teller"; it means you fell for a man so biased that his own university revoked his emeritus status for scientific or incompetence and racism. You are confusing privilege—access to food, safety, and a classroom—with innate ability.
Identity Attack0.27914262
Insult0.25404143
Profanity0.16357292
Threat0.025098583
Severe Toxicity0.018836858
Moderate 0.33836752 Constructive 0.527 Unverified_Claim
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Mass migration of "low quality" newcomers who have nothing in common with and are not interested in the Judeo-Christian Rule of Law and Culture that is the Foundation of every great Western Democracy has completely …
Mass migration of "low quality" newcomers who have nothing in common with and are not interested in the Judeo-Christian Rule of Law and Culture that is the Foundation of every great Western Democracy has completely ruined Canada and other nations who have engaged the same self suicidal policies. National failure brought to us by the Liberal Party of Canada and their sychophants the NDP - and all of the geopolitically, historicaly, politically unsophisticated, easily deluded Elbows Up and other dim electorate who repeatedly vote for these Neo-Marxist Kleptocrats. Dual Citizenship: so grateful to have it.
Identity Attack0.32768643
Insult0.26957804
Profanity0.030138692
Threat0.016810767
Severe Toxicity0.013349563
Moderate 0.33338684 Moderate Con 0.462 Identity_Assertion
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
Exactly as an Indian I'd say these Indian excluding the southern and North Eastern part of the integral India, Pakistani and bangladeshi immigrants although not all but majority are littering abroad and have been truly …
Exactly as an Indian I'd say these Indian excluding the southern and North Eastern part of the integral India, Pakistani and bangladeshi immigrants although not all but majority are littering abroad and have been truly bringing nothing but disgrace back home. They are invading the surreal ambience of The West which is certainly not fair. And This is infact not their fault entirely ; they are shown dreams of a Utopian World brimming with opportunities they are assured they'd only get in the English speaking nations or other Western nations .
Identity Attack0.3825363
Insult0.24928534
Profanity0.11663672
Threat0.025961896
Severe Toxicity0.022710243
Moderate 0.3302291 Constructive 0.643 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Islamic Nation & Teaching of the Quran is not the words of God Lord Jesus Christ.❤❤❤. The bible is gospel of the Lord God. The Majority Of Nearly all Westernized countries are from UK and …
Islamic Nation & Teaching of the Quran is not the words of God Lord Jesus Christ.❤❤❤. The bible is gospel of the Lord God. The Majority Of Nearly all Westernized countries are from UK and England Wales, France ,Ireland, Scottish people. not Indians and Arabic or Perisan, Asian.
Identity Attack0.38215697
Insult0.083359696
Profanity0.040158957
Threat0.0077154995
Severe Toxicity0.015092585
Moderate 0.30854854 Moderate Con 0.364
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
This just shows how western nations are really good at creating ghettos
This just shows how western nations are really good at creating ghettos
Identity Attack0.2783691
Insult0.09124154
Profanity0.1110661
Threat0.014393489
Severe Toxicity0.015286255
Moderate 0.30539915 Low Con 0.159 Policy_Critique
Feb 24, 2026 Inside Canada's Indian Invasion...
The Globalists are purposefully destroying every Western European nation simultaneously by design
The Globalists are purposefully destroying every Western European nation simultaneously by design
Identity Attack0.27171627
Insult0.071433455
Profanity0.098067984
Threat0.13815513
Severe Toxicity0.014576134
Moderate 0.30539915 Low Con 0.161
Jan 27, 2026 Inside Canada's Indian Invasion...
The ignorance of allowed people from certain demographics has only fustrated most Canadians. Because they have no interest or intentions of assimilating to Western culture . If anything, they will cause the same grief as …
The ignorance of allowed people from certain demographics has only fustrated most Canadians. Because they have no interest or intentions of assimilating to Western culture . If anything, they will cause the same grief as European nations are suffering from their demographic trying to colonize and bringing their own conflicting beliefs and behavior.
Identity Attack0.1294935
Insult0.26957804
Profanity0.017162729
Threat0.006602164
Severe Toxicity0.004234314
Moderate 0.30319387 Moderate Con 0.371 Identity_Assertion
Jun 20, 2025 How Canada broke its immigration …
The problem is the inclusive nature of western countries, you go to Muslim countries like Saudi or UAE they is no exception for Hindus or Christian’s all have to abide by the Muslims ways you …
The problem is the inclusive nature of western countries, you go to Muslim countries like Saudi or UAE they is no exception for Hindus or Christian’s all have to abide by the Muslims ways you can’t walk around Riyadh in a mini skirt , you go to India in the majority Hindu states like Haryana no beef is eaten they is no exceptions yet in Canada , Uk and Us they include these religions they allow them to implement thier religious laws in thier communities which good for them but not for the people the found there , which creates tension as laws and beliefs clash Canada, uk , us need to establish that they Christian nations and not be so inclusive only give them thier spaces to worship thier god or gods but they should never impose thier laws on the general public, and they need to make it a necessity for all immigrants to learn about the countries culture, language and laws and make it clear they have to abide by these laws
Identity Attack0.33675182
Insult0.1087965
Profanity0.03715288
Threat0.008893564
Severe Toxicity0.009841919
Low Tox 0.26104406 Constructive 0.589
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
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...
Every single Western nation is being destroyed. This is not a coincidence!
Every single Western nation is being destroyed. This is not a coincidence!
Identity Attack0.10221587
Insult0.056133457
Profanity0.023789622
Threat0.059796512
Severe Toxicity0.006828308
Low Tox 0.21241048 Low Con 0.126 Fear_Threat
Jan 27, 2026 12 likes Inside Canada's Indian Invasion...

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.