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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

click to expand

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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Search comment text, filter by category or toxicity level
Active: Tox: 0.5 – 1 4,704 comments · Page 170 of 189
Message to all Indian students: You don't talk loud on the train in the quite zone area! If you could read the signs, you should understand and follow it! you are all annoying!
Message to all Indian students: You don't talk loud on the train in the quite zone area! If you could read the signs, you should understand and follow it! you are all annoying!
Identity Attack0.40255263
Insult0.5130944
Profanity0.16031636
Threat0.01119791
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.408 Insult Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
guy on the bike is on a bike in the winter for a reason. people who think like that are bums.
guy on the bike is on a bike in the winter for a reason. people who think like that are bums.
Identity Attack0.04332388
Insult0.5130944
Profanity0.39409557
Threat0.0130621
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.303 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The US is the greatest country in the world? 😂 Damn that's some funny joke.
The US is the greatest country in the world? 😂 Damn that's some funny joke.
Identity Attack0.16373143
Insult0.26957804
Profanity0.5643384
Threat0.00933372
Severe Toxicity0.023106033
Moderate 0.51980776 Low Con 0.209
Jan 27, 2026 Inside Canada's Indian Invasion...
Empathetic Suicide at its best . 👌
Empathetic Suicide at its best . 👌
Identity Attack0.08666438
Insult0.1505596
Profanity0.22572558
Threat0.53875744
Severe Toxicity0.3361876
Moderate 0.51980776 Moderate Con 0.347 Threat Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
No big ridiculous disgusting statue's and don't use our benefits that our hard working Canadians put into. Our children won't even have social security by the time they are old.
No big ridiculous disgusting statue's and don't use our benefits that our hard working Canadians put into. Our children won't even have social security by the time they are old.
Identity Attack0.10293542
Insult0.5678696
Profanity0.13608865
Threat0.009023022
Severe Toxicity0.01806218
Moderate 0.51980776 Moderate Con 0.399 Insult
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
That white guy on the bike is such a fucking beauty. Protect him.
That white guy on the bike is such a fucking beauty. Protect him.
Identity Attack0.3817989
Insult0.3388922
Profanity0.6750904
Threat0.014738814
Severe Toxicity0.049354076
Moderate 0.51980776 Moderate Con 0.416
Feb 4, 2026 Inside Canada's Indian Invasion...
You don’t have an even the slightest idea of what you’re talking about. Stop talking start doing. Our economy which is strongly resource driven. Get out here, learn a trade, pick up a shovel, a …
You don’t have an even the slightest idea of what you’re talking about. Stop talking start doing. Our economy which is strongly resource driven. Get out here, learn a trade, pick up a shovel, a hammer or push a damn wheelbarrow and help out.
Identity Attack0.02439919
Insult0.4555076
Profanity0.46460027
Threat0.10389658
Severe Toxicity0.02416241
Moderate 0.51980776 Moderate Con 0.353
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
The muslims need to go, they wanna take over this country
The muslims need to go, they wanna take over this country
Identity Attack0.5948528
Insult0.28791866
Profanity0.20483992
Threat0.12536226
Severe Toxicity0.08859174
Moderate 0.51980776 Low Con 0.201 Identity Attack
Sep 10, 2025 Why Canadians Are Turning Against …
Tyler, check out South western Ohio. The Indian population is exploding like crazy.
Tyler, check out South western Ohio. The Indian population is exploding like crazy.
Identity Attack0.4830652
Insult0.5270482
Profanity0.12158839
Threat0.017328756
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.46 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are destroying canada. They have bought almost all our franchises and housing companies, and are only employing their own. 25% of canadian young adults are unemployed because of them. They do not have a …
Indians are destroying canada. They have bought almost all our franchises and housing companies, and are only employing their own. 25% of canadian young adults are unemployed because of them. They do not have a right to be here. They cry racists if we criticises anythibg. I don't care anymore. It's in every city
Identity Attack0.58354634
Insult0.40243408
Profanity0.10301965
Threat0.030969119
Severe Toxicity0.02453801
Moderate 0.51980776 Moderate Con 0.47 Identity Attack
Sep 20, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
Entire Canada is Brampton now. Absolutely disgusting cultural suicide this country has committed. There is no more multiculturalism, now it's becoming INDIA. Nothing against Indian people, but ENOUGH IS ENOUGH. Oh and I am an …
Entire Canada is Brampton now. Absolutely disgusting cultural suicide this country has committed. There is no more multiculturalism, now it's becoming INDIA. Nothing against Indian people, but ENOUGH IS ENOUGH. Oh and I am an immigrant too, so stick your "racism" and other comments up your rear.
Identity Attack0.4508763
Insult0.4962726
Profanity0.09001675
Threat0.20544581
Severe Toxicity0.023270357
Moderate 0.51980776 Moderate Con 0.418 Identity_Assertion
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Why aren’t those people getting deported? Next thing you know, it’s gonna look like India. Trash and cows everywhere
Why aren’t those people getting deported? Next thing you know, it’s gonna look like India. Trash and cows everywhere
Identity Attack0.55803186
Insult0.45135358
Profanity0.22105443
Threat0.033386398
Severe Toxicity0.051147457
Moderate 0.51980776 Low Con 0.141 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Disgusting. A true disgrace.
Disgusting. A true disgrace.
Identity Attack0.013546381
Insult0.54525656
Profanity0.11663672
Threat0.00899713
Severe Toxicity0.016641939
Moderate 0.51980776 Low Con 0.24 Insult Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Importing rape gangs on the daily 😂😂😂 Not wanting them in your country is not racism.
Importing rape gangs on the daily 😂😂😂 Not wanting them in your country is not racism.
Identity Attack0.41052565
Insult0.3406697
Profanity0.29209393
Threat0.29834318
Severe Toxicity0.16960317
Moderate 0.51980776 Low Con 0.126 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
CRIMINALS FROM INDIA ARE ALL OVER THE PLACE AND THESE PEOPLE WILL STOP AT NOTHING WHEN IT COMES TO CRIME . THEY TRIVE ON CRIMINAL ACTIVITY CAUSE THE LAWS PROTECT THEM MORE THAN TRUE CANADIANS …
CRIMINALS FROM INDIA ARE ALL OVER THE PLACE AND THESE PEOPLE WILL STOP AT NOTHING WHEN IT COMES TO CRIME . THEY TRIVE ON CRIMINAL ACTIVITY CAUSE THE LAWS PROTECT THEM MORE THAN TRUE CANADIANS . CANADA HAS BECOME A HAVE FOR CRIMINALS AS TRUMP POINTED OUT ' PROTECT OUR BORDERS AND KEEP THESE DRUG LORDS OUT . TRUMP WAS RIGHT ABOUT THE DRUGS PRODUCED IN CANADA WITH THE PRE CURSERS COMING FROM CHINA . BC IS HOME .
Identity Attack0.5135796
Insult0.5101222
Profanity0.20016506
Threat0.02855184
Severe Toxicity0.035007052
Moderate 0.51980776 Moderate Con 0.415 Identity Attack Insult Unverified_Claim
Oct 1, 2025 2 likes IRCC Names India in Study …
Fugging dirty colonizers
Fugging dirty colonizers
Identity Attack0.38826546
Insult0.5145894
Profanity0.31402156
Threat0.015602129
Severe Toxicity0.03590374
Moderate 0.51980776 Low Con 0.237 Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
"Aiesha" is the islamic false prophets 6 year old child wife's name. This ladies father would have named her that idolizing muhommads child wife. This proves our immigration board is being ran by foreign terrorists …
"Aiesha" is the islamic false prophets 6 year old child wife's name. This ladies father would have named her that idolizing muhommads child wife. This proves our immigration board is being ran by foreign terrorists children. Who are aiesha zakars parents.
Identity Attack0.5502601
Insult0.48569724
Profanity0.16729468
Threat0.042662576
Severe Toxicity0.08859174
Moderate 0.51980776 Low Con 0.223 Identity Attack Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Have to start by kicking, politicians, gready corporate bums and all immigrants, out of Canada, learn Canadian English before you start spouting off, especially if you're an immigrant yourself
Have to start by kicking, politicians, gready corporate bums and all immigrants, out of Canada, learn Canadian English before you start spouting off, especially if you're an immigrant yourself
Identity Attack0.48990932
Insult0.4534306
Profanity0.26586622
Threat0.52092457
Severe Toxicity0.16960317
Moderate 0.51980776 Low Con 0.182 Threat Call_To_Action
Sep 9, 2025 Why Canadians Are Turning Against …
The USB is going after fraudulent students from India, they apply fr refiugee status even though there';s no war in india, fake grades, etc and any country that cracks down they just swarm into other …
The USB is going after fraudulent students from India, they apply fr refiugee status even though there';s no war in india, fake grades, etc and any country that cracks down they just swarm into other countries like the UK/Australia. no one here has the balls to go after these fraudsters and kick them out
Identity Attack0.39334553
Insult0.5130944
Profanity0.39409557
Threat0.43007585
Severe Toxicity0.07805709
Moderate 0.51980776 Moderate Con 0.395 Insult
Sep 29, 2025 IRCC Names India in Study …
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...
I'm probably gonna make some people mad but here's exactly what is happening the left tell white people their evil and racist and climate change is ending the world so white people don't have kids …
I'm probably gonna make some people mad but here's exactly what is happening the left tell white people their evil and racist and climate change is ending the world so white people don't have kids then they tell black people to murder their babies while still in mother's womb just to replace our population with immigrants
Identity Attack0.5707127
Insult0.36798462
Profanity0.26583168
Threat0.44185185
Severe Toxicity0.11492836
Moderate 0.51980776 Moderate Con 0.445 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
monroe township is crazy with indians
monroe township is crazy with indians
Identity Attack0.55044734
Insult0.44464502
Profanity0.2801717
Threat0.012906751
Severe Toxicity0.023974609
Moderate 0.51980776 Low Con 0.261 Identity Attack Identity_Assertion
Feb 8, 2026 Inside Canada's Indian Invasion...
every homeless person is white. nowhere to rent unless your indian. they are even racist against themselves.
every homeless person is white. nowhere to rent unless your indian. they are even racist against themselves.
Identity Attack0.58354634
Insult0.37733194
Profanity0.16031636
Threat0.016638106
Severe Toxicity0.02406851
Moderate 0.51980776 Low Con 0.276 Identity Attack Unverified_Claim
Jan 27, 2026 1 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.