Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "THEY ARE NOT INDIANS THEY …" 4,309 comments · Page 58 of 173
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...
All Norh Indians are as same as European. They are not Indians. 1800 years ago they have come to India and and mixed with the origin stole their indian culture and settle there. And then …
All Norh Indians are as same as European. They are not Indians. 1800 years ago they have come to India and and mixed with the origin stole their indian culture and settle there. And then 800 years ago too many European especially the Britishers the backstabers have come to do the business then bacstabed the real indians stalls everything from them burned down the rest. Put those people in hunger. Stil there are some non mixed indin are in the south with there ancient culture. This f nking European are Nasty. They aer not belonged to this earth. Bt they are everywhere. Im so Happy that the indo Arian are colonising the canad
Identity Attack0.46028158
Insult0.36798462
Profanity0.39409557
Threat0.13717735
Severe Toxicity0.10702737
Moderate 0.4269174 Moderate Con 0.476 Identity_Assertion
Feb 17, 2026 Inside Canada's Indian Invasion...
A racist man gave a platform to racist people to cash in on racist content. And luckily for him, hating on Indians is the norm now. Glad he’s at least staying relevant
A racist man gave a platform to racist people to cash in on racist content. And luckily for him, hating on Indians is the norm now. Glad he’s at least staying relevant
Identity Attack0.44690517
Insult0.33998606
Profanity0.13256322
Threat0.015774792
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.278 Meta_Commentary
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...
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...
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...
Indians are selling fake work permits, fake driver license, and fake security licenses...please investigate..these people!!!!
Indians are selling fake work permits, fake driver license, and fake security licenses...please investigate..these people!!!!
Identity Attack0.48949075
Insult0.336253
Profanity0.07514556
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.296 Unverified_Claim
Feb 19, 2026 4 likes Inside Canada's Indian Invasion...
This happening here in Canada because liberal government they allow this Indians and Muslims to come to our country out of control, the problem is companies hired Indians under the immigration program that rewards them …
This happening here in Canada because liberal government they allow this Indians and Muslims to come to our country out of control, the problem is companies hired Indians under the immigration program that rewards them for hired Indians.
Identity Attack0.5485698
Insult0.25602314
Profanity0.041160982
Threat0.009851551
Severe Toxicity0.02296847
Moderate 0.4269174 Moderate Con 0.395 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
If you eat beef, Canadian Indian will hang you Canadian Indian are still eating cow dung?????
If you eat beef, Canadian Indian will hang you Canadian Indian are still eating cow dung?????
Identity Attack0.45348886
Insult0.24928534
Profanity0.12815644
Threat0.44185185
Severe Toxicity0.024960563
Moderate 0.4269174 Low Con 0.175 Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians slogan "born to scam"
Indians slogan "born to scam"
Identity Attack0.46028158
Insult0.40189892
Profanity0.2424468
Threat0.030278467
Severe Toxicity0.023552058
Moderate 0.4269174 Low Con 0.234 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
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)
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)
GO HOME INDIAN 👋
GO HOME INDIAN 👋
Identity Attack0.46028158
Insult0.34782293
Profanity0.1413768
Threat0.022853967
Severe Toxicity0.028730227
Moderate 0.4269174 Low Con 0.175
Sep 30, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
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...
As a Toronto resident I will tell you nobody hates the fresh off the boat Indians more than the 2nd and 3rd generation Indians
As a Toronto resident I will tell you nobody hates the fresh off the boat Indians more than the 2nd and 3rd generation Indians
Identity Attack0.5135796
Insult0.33896056
Profanity0.09292633
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.431 Identity Attack Identity_Assertion
Jan 28, 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...
First group of people on Tyler’s channel that didn’t invoke violence 😂😂 Indians are just more so a fruit fly to society
First group of people on Tyler’s channel that didn’t invoke violence 😂😂 Indians are just more so a fruit fly to society
Identity Attack0.4508763
Insult0.25602314
Profanity0.16171204
Threat0.08856395
Severe Toxicity0.02458496
Moderate 0.4269174 Low Con 0.207 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
so many indians, getting rid of diversity in the country
so many indians, getting rid of diversity in the country
Identity Attack0.50588524
Insult0.20201176
Profanity0.13608865
Threat0.13815513
Severe Toxicity0.02383376
Moderate 0.4269174 Low Con 0.27 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
These 2 ladies with Indian background are very dishonest, and they disrespected the law. They worked to defend their own people.
These 2 ladies with Indian background are very dishonest, and they disrespected the law. They worked to defend their own people.
Identity Attack0.46614665
Insult0.40243408
Profanity0.099305905
Threat0.009463178
Severe Toxicity0.021419114
Moderate 0.4269174 Moderate Con 0.466
Oct 2, 2025 3 likes IRCC Names India in Study …
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)
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...
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...
(They) live by their own rules.. says the Indian guy 3rd gen shopkeeper. WTF? And trust me, I don't say that too often, if ever.
(They) live by their own rules.. says the Indian guy 3rd gen shopkeeper. WTF? And trust me, I don't say that too often, if ever.
Identity Attack0.29798782
Insult0.26395
Profanity0.4401715
Threat0.0113014765
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.552 Identity_Assertion
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Conestoga is one of Doug Ford’s donor we need an investigation who’s giving work permits to Punjabi Indians to come to Canada the minorities are living in fear for their childre’s future with the number …
Conestoga is one of Doug Ford’s donor we need an investigation who’s giving work permits to Punjabi Indians to come to Canada the minorities are living in fear for their childre’s future with the number of Indians in Canada we are facing racism in jobs hiring the same will happen to our children deport the scammers they are a threat to this country
Identity Attack0.46028158
Insult0.4302003
Profanity0.047674157
Threat0.04167421
Severe Toxicity0.022710243
Moderate 0.4269174 Moderate Con 0.466
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.