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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 #}

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Active: "They are not Indians but …" 4,309 comments · Page 52 of 173
Targeting indian for view great
Targeting indian for view great
Identity Attack0.5135796
Insult0.18604483
Profanity0.1854088
Threat0.4352635
Severe Toxicity0.14916596
Moderate 0.45396814 Moderate Con 0.315 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
When I was a cab driver like 13 years ago... i hungout with an Indian from India from my work. And he was nuts. Like crazy in the head. Talking nonsense and stuff. I knew …
When I was a cab driver like 13 years ago... i hungout with an Indian from India from my work. And he was nuts. Like crazy in the head. Talking nonsense and stuff. I knew then this whole doctors and engineers thing is a charade. I even asked him about his mental diagnoses, and he said "the canada didnt care". ( im born and bred canadian) saskatchewan
Identity Attack0.37222284
Insult0.50440645
Profanity0.1854088
Threat0.009929225
Severe Toxicity0.020127986
Moderate 0.45396814 Constructive 0.549 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
The Liberals and NDP are straight up criminals. There are over 800 fake Indian run colleges in Ontario.
The Liberals and NDP are straight up criminals. There are over 800 fake Indian run colleges in Ontario.
Identity Attack0.43256098
Insult0.47384647
Profanity0.0816113
Threat0.010654188
Severe Toxicity0.018320406
Moderate 0.45396814 Low Con 0.183 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Keep hating Indian students while taking their money .😂😂 Now many profesors will come to road with a bucket 🪣
Keep hating Indian students while taking their money .😂😂 Now many profesors will come to road with a bucket 🪣
Identity Attack0.46028158
Insult0.28586254
Profanity0.17520344
Threat0.13144556
Severe Toxicity0.02444411
Moderate 0.45396814 Low Con 0.182 Humor_Satire
Sep 30, 2025 1 likes IRCC Names India in Study …
Most uneducated journalist 💔💔 Isn't it funny how majority of the screen time is given to the whites? He could've asked any Indian that looks like they've grown up here so they could actually communicate …
Most uneducated journalist 💔💔 Isn't it funny how majority of the screen time is given to the whites? He could've asked any Indian that looks like they've grown up here so they could actually communicate clearly and give a voice for their community but no, he goes for the fresh immigrants that barely know english to interview. Just look at the picture he's trying to paint 😂 Oh and that border hopping scheme? There's malicious people in EVERY culture/religion, acting like whites and blacks don't do the same shit. You can't show this negative narrative on this community by focusing on the worst. No one likes to talk about the Sikhs that feed SO MANY homeless people in downtown toronto every year. I bet you didn't know every gurdwara feeds anyone anytime. I can speak for the Sikhs i've seen first hand how they are for the community. wtvr pays the bills ig 🥀🥀
Identity Attack0.45610145
Insult0.4339631
Profanity0.16775991
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.45243698 Constructive 0.747 Policy_Critique
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Another video to spread hatred against Indians.
Another video to spread hatred against Indians.
Identity Attack0.50125694
Insult0.18107465
Profanity0.14754629
Threat0.06820184
Severe Toxicity0.023076924
Moderate 0.45243698 Low Con 0.195 Identity Attack Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
I'd rather have Indian neighbors. they're nice. the blacks though, majority of them are nice but when it's heavily black populated city, It's ghetto.
I'd rather have Indian neighbors. they're nice. the blacks though, majority of them are nice but when it's heavily black populated city, It's ghetto.
Identity Attack0.55044734
Insult0.34135336
Profanity0.2659008
Threat0.013528148
Severe Toxicity0.023599008
Moderate 0.45243698 Constructive 0.65 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
First guy nailed it; you really only see Indians from the top 5% of the population financially sent to the US and Canada. We need these savages shipped back their culture isn’t civilized.
First guy nailed it; you really only see Indians from the top 5% of the population financially sent to the US and Canada. We need these savages shipped back their culture isn’t civilized.
Identity Attack0.50125694
Insult0.44126466
Profanity0.12220735
Threat0.028379176
Severe Toxicity0.023364257
Moderate 0.45243698 Low Con 0.265 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
If some Indian come to you to work in your company 1st must check if they finish college in Brampton city, if yes then say NO i dont have place for you. Bye...Scam colleges...
If some Indian come to you to work in your company 1st must check if they finish college in Brampton city, if yes then say NO i dont have place for you. Bye...Scam colleges...
Identity Attack0.48915586
Insult0.4125297
Profanity0.1554785
Threat0.011120236
Severe Toxicity0.022322904
Moderate 0.45243698 Moderate Con 0.349 Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
9:15 when an Indian says I’m proud to be ____ you’ll know you’re place is in uncivilised hands
9:15 when an Indian says I’m proud to be ____ you’ll know you’re place is in uncivilised hands
Identity Attack0.46028158
Insult0.3416952
Profanity0.17380778
Threat0.05753354
Severe Toxicity0.032316983
Moderate 0.45243698 Low Con 0.276 Identity_Assertion
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
For Canadians : 1. Arrest illegal Indians. 2. Respect legal Indians. 3. Differentiate legal Indian immigrants from all other types of immigrants. For Indians living in Canada : 1. Respect Canadians. 2. Respect Canadian law. …
For Canadians : 1. Arrest illegal Indians. 2. Respect legal Indians. 3. Differentiate legal Indian immigrants from all other types of immigrants. For Indians living in Canada : 1. Respect Canadians. 2. Respect Canadian law. 2. Immerse & adapt yourself in Canadian culture. For all : Sikhs are good people. Khalistanis are extremists.
Identity Attack0.55044734
Insult0.3416952
Profanity0.07126612
Threat0.063999176
Severe Toxicity0.023076924
Moderate 0.45243698 Constructive 0.57 Identity Attack Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
id rather live with indians than muslims
id rather live with indians than muslims
Identity Attack0.54996765
Insult0.2435641
Profanity0.16403814
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.45243698 Low Con 0.271 Identity Attack Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
The ole racist that says they don’t pay any taxes is confusing Indian from India with native Americans lmfao 😂
The ole racist that says they don’t pay any taxes is confusing Indian from India with native Americans lmfao 😂
Identity Attack0.3895355
Insult0.40243408
Profanity0.16682947
Threat0.00948907
Severe Toxicity0.023076924
Moderate 0.45243698 Low Con 0.199 Humor_Satire
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I would not eat the food if Indians were cooking and serving it
I would not eat the food if Indians were cooking and serving it
Identity Attack0.5135796
Insult0.24561718
Profanity0.16217725
Threat0.0138755
Severe Toxicity0.02402156
Moderate 0.45090583 Moderate Con 0.321 Identity Attack Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
My Doctor was Indian she was a Quack .Retired and back to india nice canadian
My Doctor was Indian she was a Quack .Retired and back to india nice canadian
Identity Attack0.46028158
Insult0.47384647
Profanity0.20483992
Threat0.008841781
Severe Toxicity0.023076924
Moderate 0.45090583 Moderate Con 0.42 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Old European immigrants hate the Indian immigrants, old Indian immigrants hate the new Indian immigrants--seems like the common denominator is that everyone hates change. Which is their right, but it just feels ridiculous looking in …
Old European immigrants hate the Indian immigrants, old Indian immigrants hate the new Indian immigrants--seems like the common denominator is that everyone hates change. Which is their right, but it just feels ridiculous looking in from the outside.
Identity Attack0.46028158
Insult0.4378843
Profanity0.15724123
Threat0.009696201
Severe Toxicity0.016900165
Moderate 0.45090583 Moderate Con 0.455
Oct 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
White dude, mid 30s, still stuck in Brampton.. I can't even watch this video to the end because my hearts racing, I'm pissed anytime I think of how my community was raped by packies. (while …
White dude, mid 30s, still stuck in Brampton.. I can't even watch this video to the end because my hearts racing, I'm pissed anytime I think of how my community was raped by packies. (while they laugh at us good Canadians) - The funny partt is, if we forced them out like UK is planning to do, they would crumble in a second, I grew up with indians who were born here, their families came the right way and assimilated and even THEY hate the over-immigration and pure indians coming influx.
Identity Attack0.4931391
Insult0.37960073
Profanity0.2813443
Threat0.13329996
Severe Toxicity0.048457388
Moderate 0.45090583 Constructive 0.601 Personal_Narrative
Feb 21, 2026 Inside Canada's Indian Invasion...
That man on cycle talking about Indians is just hating.
That man on cycle talking about Indians is just hating.
Identity Attack0.46050715
Insult0.36193377
Profanity0.18909787
Threat0.011146127
Severe Toxicity0.023076924
Moderate 0.45090583 Low Con 0.253
Jan 27, 2026 Inside Canada's Indian Invasion...
Why so many Indian Asylum seekers? There is NO WAR in INDIA. Fake refugees, Fake documents, Fake marriages
Why so many Indian Asylum seekers? There is NO WAR in INDIA. Fake refugees, Fake documents, Fake marriages
Identity Attack0.4774257
Insult0.35161978
Profanity0.110447146
Threat0.028897164
Severe Toxicity0.024631912
Moderate 0.45090583 Low Con 0.215 Unverified_Claim
Jan 25, 2026 1 likes 2.9 million Canadian temporary visas …
If my surrounding mostly speak like an Indian scammer, I'd pack my stuff and leave.
If my surrounding mostly speak like an Indian scammer, I'd pack my stuff and leave.
Identity Attack0.4830652
Insult0.4302003
Profanity0.23857519
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.45090583 Moderate Con 0.362 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
White people: "Stop being a victim". Also White People: Crying everyday about indians
White people: "Stop being a victim". Also White People: Crying everyday about indians
Identity Attack0.5135796
Insult0.25800487
Profanity0.15985115
Threat0.015256803
Severe Toxicity0.023076924
Moderate 0.45090583 Low Con 0.189 Identity Attack Humor_Satire
Sep 19, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Identity Attack0.44690517
Insult0.35016364
Profanity0.18049006
Threat0.1733226
Severe Toxicity0.041283876
Moderate 0.44933176 Low Con 0.228 Humor_Satire
Mar 2, 2026 Inside Canada's Indian Invasion...
I remember when I was in high school living in Toronto a bunch of Indians tried bullying us white kids lmao called themselves browntown
I remember when I was in high school living in Toronto a bunch of Indians tried bullying us white kids lmao called themselves browntown
Identity Attack0.5135796
Insult0.34203702
Profanity0.27005023
Threat0.044278983
Severe Toxicity0.023880709
Moderate 0.44933176 Moderate Con 0.41 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
As a white Canadian, I feel bad for the Indians who have been here for years. The new immigrants have completely ruined their reputations
As a white Canadian, I feel bad for the Indians who have been here for years. The new immigrants have completely ruined their reputations
Identity Attack0.55044734
Insult0.2817503
Profanity0.10363861
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.44933176 Constructive 0.542 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
5:00 Does this bozo not know that there are hundreds of millions of Muslim Indians?
5:00 Does this bozo not know that there are hundreds of millions of Muslim Indians?
Identity Attack0.44690517
Insult0.40243408
Profanity0.26638454
Threat0.020954676
Severe Toxicity0.023076924
Moderate 0.44933176 Low Con 0.184 Question
Jan 27, 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.