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: "There all INDIANS!" 4,309 comments · Page 77 of 173
Its all fun and games until whitey learns about izzat and then starts draining it from indians en masse
Its all fun and games until whitey learns about izzat and then starts draining it from indians en masse
Identity Attack0.4482637
Insult0.20901857
Profanity0.19893537
Threat0.13211988
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.203 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and …
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and leave. This created space for the Indians to come in and occupy. Now, the Indians have bought up all the businesses and houses from where the yts have flee. Now the yt people see the Indians thriving and giving jobs to their own kind, discriminating just like the yt people do, and this makes the yt people upset. Two very arrogant, egotistical, and entitled kinds of people.
Identity Attack0.44690517
Insult0.27969417
Profanity0.08064143
Threat0.011120236
Severe Toxicity0.017158391
Moderate 0.37751234 Constructive 0.542 Identity_Assertion
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Canada is being overrun by Indians and Filipinos, our liberal government has sold out Canada
Canada is being overrun by Indians and Filipinos, our liberal government has sold out Canada
Identity Attack0.46028158
Insult0.20201176
Profanity0.036401358
Threat0.01238892
Severe Toxicity0.015673593
Moderate 0.37751234 Low Con 0.196 Fear_Threat
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
The reason we mass import Indians and those Africans with IQs below 70 is that they’re secured votes for the liberal government once they get their PR. They don’t contribute to society, just to the …
The reason we mass import Indians and those Africans with IQs below 70 is that they’re secured votes for the liberal government once they get their PR. They don’t contribute to society, just to the polls for the left, because the right wants them out to fix Canada.
Identity Attack0.46028158
Insult0.24928534
Profanity0.03765389
Threat0.009877442
Severe Toxicity0.017416617
Moderate 0.37751234 Low Con 0.243 Unverified_Claim
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
“I came to Canada as a 13-year-old immigrant, innocent and fresh off the boat. I’ll never forget how a white girl in my PE class would throw my clothes in the garbage and bully me …
“I came to Canada as a 13-year-old immigrant, innocent and fresh off the boat. I’ll never forget how a white girl in my PE class would throw my clothes in the garbage and bully me just because I was different. That’s what racism looks like. So when I see videos today blaming immigrants, I know exactly how much hate that spreads. Young Indian students are dying, struggling in laundry rooms and basements, and instead of compassion we point fingers. Immigrants may need some adjustments, yes, but that’s no reason to divide or dehumanize us. Stop spreading hate — Canada is stronger when we stand together.”
Identity Attack0.4139151
Insult0.34032786
Profanity0.09034003
Threat0.030623792
Severe Toxicity0.01806218
Moderate 0.37751234 Constructive 0.754 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Indian invasion 😂lol ever heard of british invasion
Indian invasion 😂lol ever heard of british invasion
Identity Attack0.3958119
Insult0.13064787
Profanity0.16496858
Threat0.049128212
Severe Toxicity0.023505108
Moderate 0.37751234 Low Con 0.216 Humor_Satire
Feb 4, 2026 Inside Canada's Indian Invasion...
European invaders crying about Indians migrating to the country Europeans invaded and occupied is mad a funny 🤣.
European invaders crying about Indians migrating to the country Europeans invaded and occupied is mad a funny 🤣.
Identity Attack0.38699543
Insult0.22303216
Profanity0.1696208
Threat0.021127338
Severe Toxicity0.022193791
Moderate 0.37751234 Low Con 0.179 Humor_Satire
Feb 5, 2026 2 likes Inside Canada's Indian Invasion...
Do MEXICO next? Do Muslims, Africans, and Indians invade MEXICO too? Then go to America or Canada?
Do MEXICO next? Do Muslims, Africans, and Indians invade MEXICO too? Then go to America or Canada?
Identity Attack0.47178617
Insult0.14331897
Profanity0.03389629
Threat0.013321015
Severe Toxicity0.017222947
Moderate 0.37751234 Low Con 0.188
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
COVER THE INDIAN TRUCKERS. THE BOBBY PUNJABIS OF THE ROAD
COVER THE INDIAN TRUCKERS. THE BOBBY PUNJABIS OF THE ROAD
Identity Attack0.39773783
Insult0.33998606
Profanity0.16264248
Threat0.04363242
Severe Toxicity0.023692908
Moderate 0.37751234 Low Con 0.204
Jan 27, 2026 Inside Canada's Indian Invasion...
Ban Indian immigration
Ban Indian immigration
Identity Attack0.458714
Insult0.07967083
Profanity0.0838743
Threat0.060119797
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.254 Call_To_Action
Sep 30, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Bike guy is right. Everyone is so scared to be racist towards africans and muslims who are the real troublemakers in society and take out all the racism to indians who are just innocent and …
Bike guy is right. Everyone is so scared to be racist towards africans and muslims who are the real troublemakers in society and take out all the racism to indians who are just innocent and hardworking
Identity Attack0.45610145
Insult0.24928534
Profanity0.10425757
Threat0.016810767
Severe Toxicity0.019998873
Moderate 0.37751234 Moderate Con 0.493 Unverified_Claim
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
All the Indians are laughing my buddy from there told me that we are getting the worst ones that even people in India don't like people from that part of India.
All the Indians are laughing my buddy from there told me that we are getting the worst ones that even people in India don't like people from that part of India.
Identity Attack0.41052565
Insult0.18977246
Profanity0.16636424
Threat0.022335978
Severe Toxicity0.020515325
Moderate 0.37751234 Constructive 0.533 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Illegal Europeans occupied Canada Legal indians staying there makes them worried Is THE JOKE
Illegal Europeans occupied Canada Legal indians staying there makes them worried Is THE JOKE
Identity Attack0.4508763
Insult0.2469859
Profanity0.034397304
Threat0.008285114
Severe Toxicity0.015092585
Moderate 0.37751234 Low Con 0.178
Dec 30, 2025 Inside Canada's Indian Metropolis (Brampton)
The Indians dont even want the Indians to come here......now thats saying something
The Indians dont even want the Indians to come here......now thats saying something
Identity Attack0.45348886
Insult0.12702756
Profanity0.094219476
Threat0.012596053
Severe Toxicity0.020515325
Moderate 0.37751234 Low Con 0.183 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Why is it so difficult to have reasonable conversations about this? Most of this video is completely true — but so many comments show love to that bike guy who was factually incorrect and pointlessly …
Why is it so difficult to have reasonable conversations about this? Most of this video is completely true — but so many comments show love to that bike guy who was factually incorrect and pointlessly racist. But on the other hand, so many woke types don’t even want to admit the problem. They also don’t want to talk about how the government is complicit. Every nation has a right to define itself, and how much immigration it wants, and how that immigration happens. It is beyond ridiculous to not speak the primary language of the country you emigrate to. But why say weird shit like indians eat shit?? Or that 1.5 billion people are all the same? The rationale behind early immigration was to be very tough and selective about who enters and lives here. They welcomed students because it brought in a lot of revenue so that’s a win-win, but to LIVE they had to prove they were an asset to the community. Now the whole thing is manipulated. You don’t have proper vetting for the students because of fake colleges that just want to make money. You don’t have proper limits on immigration and criteria for jobs/skills because companies want to make money. Politicians just do whatever strategy gets votes. But for some reason people either only get woke about the positives of Indian immigrants or only negative, sometimes racist about them. It’s fair to acknowledge that rampant, unchecked immigration ruins the culture. Like Indian driving culture is fucking terrible. You don’t want to bring that shit over. You can also acknowledge that early immigrants and their kids are often completely American/Canadian, from their native language, accents, education, references etc. And that Indians are generally a low-crime, high-employment, high-tax-paying immigrant group. And we ALSO acknowledge that that’s changing because of the type/number of people coming in, and the financial and political incentives which support it. It causes valid resentment. These fucking human smuggling rings are real af. Wokies don’t ever talk about it. But I wish we could have this conversation without the racism.
Identity Attack0.10221587
Insult0.40243408
Profanity0.10240069
Threat0.008764107
Severe Toxicity0.010681152
Moderate 0.37751234 Constructive 0.746 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
There are Indians who work hard and mind their own business. These same Indians despise the illegals
There are Indians who work hard and mind their own business. These same Indians despise the illegals
Identity Attack0.4508763
Insult0.24630153
Profanity0.11477985
Threat0.010291707
Severe Toxicity0.016319158
Moderate 0.37751234 Moderate Con 0.44 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Y’all fault for supporting that Indian guy at raptors games
Y’all fault for supporting that Indian guy at raptors games
Identity Attack0.38318536
Insult0.24630153
Profanity0.12991914
Threat0.011560392
Severe Toxicity0.021806452
Moderate 0.37751234 Moderate Con 0.318
Dec 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I bet many of them are Pakiatanis hiding in the garb of Indian, and Khalistanis not loyal to India.
I bet many of them are Pakiatanis hiding in the garb of Indian, and Khalistanis not loyal to India.
Identity Attack0.46028158
Insult0.25800487
Profanity0.0935729
Threat0.018019408
Severe Toxicity0.01986976
Moderate 0.37751234 Moderate Con 0.347 Unverified_Claim
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
"Invasion", while it was the previous Canadian government that let in a flood of Indians by letting Canadians run fake diploma mills, including but not limited to khalistani terrorists despite warnings from the Indian govt. …
"Invasion", while it was the previous Canadian government that let in a flood of Indians by letting Canadians run fake diploma mills, including but not limited to khalistani terrorists despite warnings from the Indian govt. But not taking any blame is a part of white culture so it is wt it is ig. Keep importing our worst, keep blaming others instead of your govt, helps us back home
Identity Attack0.43256098
Insult0.26957804
Profanity0.041160982
Threat0.011120236
Severe Toxicity0.014963473
Moderate 0.37751234 Moderate Con 0.374 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
What is the solution to this? They are already here? They already have private property? What kind of policy are you going to apply? Or are you going to start a civil war. I mean …
What is the solution to this? They are already here? They already have private property? What kind of policy are you going to apply? Or are you going to start a civil war. I mean its obvious that these Indians, Arabs, and Africans are a problem in Canada. What are you going to do about it? You people just complain.
Identity Attack0.46028158
Insult0.2435641
Profanity0.03189224
Threat0.03165977
Severe Toxicity0.01896597
Moderate 0.37751234 Moderate Con 0.355 Policy_Critique
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Don’t blame the Indians, blame your own government!
Don’t blame the Indians, blame your own government!
Identity Attack0.41975367
Insult0.1935001
Profanity0.058946952
Threat0.013113883
Severe Toxicity0.014253352
Moderate 0.37751234 Low Con 0.219 Policy_Critique
Jan 27, 2026 19 likes Inside Canada's Indian Invasion...
Go to Austin Texas and literally and you’ll see how they take over apartment complexes and turn them into Indian villages. They’ll take over faster than any Muslims
Go to Austin Texas and literally and you’ll see how they take over apartment complexes and turn them into Indian villages. They’ll take over faster than any Muslims
Identity Attack0.46028158
Insult0.16758773
Profanity0.092279755
Threat0.038220957
Severe Toxicity0.022839356
Moderate 0.37751234 Low Con 0.202 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are not like those somalis who will fight you if simple questions.
Indians are not like those somalis who will fight you if simple questions.
Identity Attack0.44690517
Insult0.22303216
Profanity0.11539881
Threat0.04132889
Severe Toxicity0.019998873
Moderate 0.37751234 Moderate Con 0.403
Jan 27, 2026 Inside Canada's Indian Invasion...
They can leave and come back through roxam Road Like all Haitians and Indians do Claim Asylum and never leave Plus they get FREEEEEEEEEEEEEEEEEE everything
They can leave and come back through roxam Road Like all Haitians and Indians do Claim Asylum and never leave Plus they get FREEEEEEEEEEEEEEEEEE everything
Identity Attack0.43896464
Insult0.16766082
Profanity0.078378424
Threat0.01698343
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.208 Unverified_Claim
Jan 19, 2026 2.9 million Canadian temporary visas …
These foreign religious buildings are how they organize and centralize their fraud. Once they're established as a religious building they don't have to pay taxes. This becomes ground Central for money laundering and human trafficking. …
These foreign religious buildings are how they organize and centralize their fraud. Once they're established as a religious building they don't have to pay taxes. This becomes ground Central for money laundering and human trafficking. The religious community then pulls its resources and sets up all kinds of fake businesses across the city like daycares and special centers for people with Autism and mental retardation. They also take control of bodegas and gas stations across the city cash business is used to launder the money. Americans need to realize there's 1.5 billion Indians but there's only about 400 million Americans. They have quadruple or population and can easily send hundreds of millions of Indians to our country without losing any population. If they get caught doing crimes they just go to the Sikh temple and get help leaving the country with all their ill got in gains
Identity Attack0.39773783
Insult0.3388922
Profanity0.06495911
Threat0.010576514
Severe Toxicity0.016319158
Moderate 0.37751234 Constructive 0.601 Unverified_Claim
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.