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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "That is why Indians should …" 4,309 comments · Page 58 of 173
14:47 No hate to other religions??? Watch ur Indian Hindus what they do to the other minority religions
14:47 No hate to other religions??? Watch ur Indian Hindus what they do to the other minority religions
Identity Attack0.4508763
Insult0.16773392
Profanity0.11601777
Threat0.027861187
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.347 Unverified_Claim
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberals destroyed Canada, last 15 years no improvement just flooding us with Indians and criminals. 90% of Canadians are living paycheque to paycheque.
Liberals destroyed Canada, last 15 years no improvement just flooding us with Indians and criminals. 90% of Canadians are living paycheque to paycheque.
Identity Attack0.47178617
Insult0.36798462
Profanity0.031391226
Threat0.017674083
Severe Toxicity0.018126737
Moderate 0.4269174 Low Con 0.293 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Why Indians so bad at driving 😂?
Why Indians so bad at driving 😂?
Identity Attack0.48915586
Insult0.26957804
Profanity0.17380778
Threat0.01052473
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.241 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that …
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that sentiment of universalism is only applied to white countries and it is destroying OUR White culture. And different races are not just about skin color, it's also about culture and IQ levels. Indians with their low racial IQs bring a lot of problems. The man says that color doesn't matter, but Indians care about color. That's why they only hire Indians and discriminate on Whites and other races. Indians are in fact the most racist people in the world. Ignoring race only promotes multiculturalism and that promotes White genocide. Human beings are racial and we should accept it. All immigrants need to understand that they need to STAY home and build a better life for themselves AT home. Not running away to White nations to impose themselves racially, culturally and spiritually. Multiculturalism is White genocide. It destroys US, it destroys OUR homes and our cultures. Our nations need to be 90-95% White and we should only allow those people that truly want to assimilate and leave their cultures behind.
Identity Attack0.46028158
Insult0.38852
Profanity0.085167445
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.57 Fear_Threat
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Its crazy that even the indians are disgusted with how many indians are taking over.
Its crazy that even the indians are disgusted with how many indians are taking over.
Identity Attack0.46614665
Insult0.3388922
Profanity0.21132572
Threat0.012285355
Severe Toxicity0.022710243
Moderate 0.4269174 Low Con 0.212 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
So many Indians the other Indians are being racist against the new Indians hahaha
So many Indians the other Indians are being racist against the new Indians hahaha
Identity Attack0.46028158
Insult0.24171697
Profanity0.14313951
Threat0.020782012
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.193 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Bettter hindu indians than islamic extremists muslims but they should definitely assimilate
Bettter hindu indians than islamic extremists muslims but they should definitely assimilate
Identity Attack0.5108175
Insult0.32211447
Profanity0.16450337
Threat0.026652548
Severe Toxicity0.023458159
Moderate 0.4269174 Low Con 0.168 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Let's just be honest. Bringing loads of Africans into a country is intended to destroy it. Indians assimilate well & are typically polite & willing to work...the opposite of Africans.
Let's just be honest. Bringing loads of Africans into a country is intended to destroy it. Indians assimilate well & are typically polite & willing to work...the opposite of Africans.
Identity Attack0.53446084
Insult0.2659317
Profanity0.098067984
Threat0.035803676
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.384 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Some Indians ruined the image of all immigrants in Canada.
Some Indians ruined the image of all immigrants in Canada.
Identity Attack0.53446084
Insult0.26957804
Profanity0.09899642
Threat0.012130005
Severe Toxicity0.019095084
Moderate 0.4269174 Moderate Con 0.316 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and …
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and invest millions.and millions into the economy they do shop at some Indian stores, but MOSTLY at Canadian groceries, furniture and electronics, Just like the Holland loser or the Portugese guy shops at Portugese to get their country stuff their - AND THEY PAY TAXES THANK YOU! HIGHER TAXES BECAUSE THEY ARE MORE DUCATED AND EARN BETTER THAN THESE RACIST BUMS. CHECK YOUR UNEMPLOYED WHITE GUY he is the one that doesn't pay taxes or contribute and collects welfare or begs for money! THATS THE FACTS, not the hatred portrayed here that should be reported.
Identity Attack0.2331515
Insult0.42167732
Profanity0.3597395
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
as long as they are not indian, every one is wellcome
as long as they are not indian, every one is wellcome
Identity Attack0.5135796
Insult0.23704576
Profanity0.13432594
Threat0.018882722
Severe Toxicity0.024631912
Moderate 0.4269174 Low Con 0.294 Identity Attack Identity_Assertion
Jan 4, 2026 New rules, regulations take effect …
here in my city in ontario canada.. we are just flooded with immigrants. im talking muslim and indian.. theres so many of them here buying up properties and houses and getting shiny new cars that …
here in my city in ontario canada.. we are just flooded with immigrants. im talking muslim and indian.. theres so many of them here buying up properties and houses and getting shiny new cars that it doesnt even feel like canada anymore. they get benefits from the government while other people born in this country have to suffer. hell i walked into a tim hortons and everyone working there is either muslim or indian. i walk into a grocery store and it feels so awkward because i feel like im in another country half the time with all the foreigners there..
Identity Attack0.4887047
Insult0.36537176
Profanity0.29209393
Threat0.02613456
Severe Toxicity0.02402156
Moderate 0.4269174 Moderate Con 0.494 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I am from pakistan and i mist say that keep. These indians away they make ur conutry like theres
I am from pakistan and i mist say that keep. These indians away they make ur conutry like theres
Identity Attack0.5135796
Insult0.26957804
Profanity0.17241211
Threat0.054624002
Severe Toxicity0.024350211
Moderate 0.4269174 Moderate Con 0.464 Identity Attack
Jan 29, 2026 Inside Canada's Indian Invasion...
How did That grown man on a bicycle luggage in the back focus on how much he hates Africans when the topic was Indians 😂 wow the bigotry on low is Canadians is actually more …
How did That grown man on a bicycle luggage in the back focus on how much he hates Africans when the topic was Indians 😂 wow the bigotry on low is Canadians is actually more insulting
Identity Attack0.48915586
Insult0.33964422
Profanity0.054938845
Threat0.009281937
Severe Toxicity0.01935331
Moderate 0.4269174 Moderate Con 0.303 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
0:51 - that INDIAN family froze to death seeking a better life in this place of shelter You’re content getting weaker
0:51 - that INDIAN family froze to death seeking a better life in this place of shelter You’re content getting weaker
Identity Attack0.3780483
Insult0.24630153
Profanity0.16450337
Threat0.13815513
Severe Toxicity0.02458496
Moderate 0.4269174 Low Con 0.277 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
0:51 - that INDIAN family froze to death seeking a better life in this place of shelter You’re content getting weaker
0:51 - that INDIAN family froze to death seeking a better life in this place of shelter You’re content getting weaker
Identity Attack0.3780483
Insult0.24630153
Profanity0.16450337
Threat0.13815513
Severe Toxicity0.02458496
Moderate 0.4269174 Low Con 0.277 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
I worked with a guy that was abusing the system and didn't even hide it. He said to me I'm on a student visa I'm supposed to be going to school but I'm not and …
I worked with a guy that was abusing the system and didn't even hide it. He said to me I'm on a student visa I'm supposed to be going to school but I'm not and then he laughed about it and I got pissed. I said something about it and I told my boss he's not even supposed to be working here and my boss told me to mind my business. That's what's going on in Canada. Also these clowns that say that they are a benefit to Canada obviously aren't having their field of work crushed by too many people so you're easily replaceable. When you are easily replaceable your company no longer values you even if you are amazing at your job. They might be a financial benefit to companies and other Indians but they are not a benefit to Canadians. They only shop at Indian businesses and only deal with Indians in all aspects of their life. They refused to deal with Canadians and Canadian companies. They are cutting us out and being racist and discriminatory towards Canadians in Canada. That's ridiculous and we should stop it
Identity Attack0.1007269
Insult0.48627716
Profanity0.22562476
Threat0.012699619
Severe Toxicity0.014898917
Moderate 0.4269174 Constructive 0.707 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Indians are coming to canada illegally to tell you uneducated canadians about super power india with worlds fastest growing economy.
Indians are coming to canada illegally to tell you uneducated canadians about super power india with worlds fastest growing economy.
Identity Attack0.50515765
Insult0.36798462
Profanity0.053435806
Threat0.0086087575
Severe Toxicity0.01896597
Moderate 0.4269174 Low Con 0.08 Identity Attack Unverified_Claim
Oct 16, 2025 IRCC Names India in Study …
Hot take: saying that you don’t want Indians (who some are rude) in your country ISNT RACIST
Hot take: saying that you don’t want Indians (who some are rude) in your country ISNT RACIST
Identity Attack0.49855098
Insult0.27146968
Profanity0.15371579
Threat0.014738814
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.353 Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Indian students arrived in Canada as Internationals student study permit are the number one fraud scammers cheaters and enter the country. They are misusing the study permit from 2011 to up now. Majority of Indian …
Indian students arrived in Canada as Internationals student study permit are the number one fraud scammers cheaters and enter the country. They are misusing the study permit from 2011 to up now. Majority of Indian students came in Canada for study but they never reported to those colleges and disappear and there are over hundred thousand indian students are staying in Canada illegally after there study permit visa expired it means they knew what they were up to 99.9 indian students after they complete there study they never go back to india they were more interested to get Canada PR than study.
Identity Attack0.46028158
Insult0.42167732
Profanity0.087430455
Threat0.01187109
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.42
Nov 27, 2025 1 likes IRCC Names India in Study …
I'll take Indians over Somalis any day of the week at least Indians WORK instead of stealing welfare like in Minnesota
I'll take Indians over Somalis any day of the week at least Indians WORK instead of stealing welfare like in Minnesota
Identity Attack0.50125694
Insult0.28586254
Profanity0.10920923
Threat0.051391184
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.366 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
what about surrey, vancouver? also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who …
what about surrey, vancouver? also never knew canadians could be this racist, at least in the beginning it only talks about indians being abundant and adding their culture and not harming anyone yet. canadians who are immigrants themselves are being racist cuz they're white, wut de sigam.
Identity Attack0.50515604
Insult0.3388922
Profanity0.055940874
Threat0.008129764
Severe Toxicity0.016964722
Moderate 0.4269174 Constructive 0.506 Identity Attack Moral_Argument
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
I love how honest they are. They hate other indians lol
I love how honest they are. They hate other indians lol
Identity Attack0.48990932
Insult0.24928534
Profanity0.20808282
Threat0.014911477
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.396 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I live on a one way, and the amount of Indian delivery drivers driving down the wrong way every day is astounding. They are going to kill someone here soon.
I live on a one way, and the amount of Indian delivery drivers driving down the wrong way every day is astounding. They are going to kill someone here soon.
Identity Attack0.4139151
Insult0.191015
Profanity0.1612468
Threat0.5195707
Severe Toxicity0.02373986
Moderate 0.4269174 Moderate Con 0.498 Threat Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
The Philippinos came here en masse and they integrated excellently, the Indians ruined the small cities they did have, crazy we thought we should exponentially boost the Indians not the phillipenos
The Philippinos came here en masse and they integrated excellently, the Indians ruined the small cities they did have, crazy we thought we should exponentially boost the Indians not the phillipenos
Identity Attack0.5051593
Insult0.34032786
Profanity0.21024476
Threat0.038220957
Severe Toxicity0.023364257
Moderate 0.4269174 Moderate Con 0.377 Identity Attack Identity_Assertion
Jan 28, 2026 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.