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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 #}

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Active: "its not just Indians the …" 4,309 comments · Page 87 of 173
As an American, I am ignorant about Canada and its immigration policy, and so wonder how much stated in this video are lies due to racism, and how much is true? For example, the Indians …
As an American, I am ignorant about Canada and its immigration policy, and so wonder how much stated in this video are lies due to racism, and how much is true? For example, the Indians who come to the US are vetted, are educated, and work hard. Since the 90s, most of the Indians who come to the US are not Punjabi Sikhs, nor are they Muslim. Punjabis came earlier, but since the tech boom, most who come are Hindus usually from Southern India. About 20% are also Christian. These Hindu and Christian Indians from Southern India are model minorities. Think of these kids who do well in the Spelling Bee. No crime, no trash, just educated hard working folks. Especially here where I am in San Jose, CA. So are these Canadians lying, or are the type of Indians who go to Canada worse? Those with fake diploomas or Sikhs claiming refugee status due to their religion and not being safe in Hindu India? Something is amiss bc how can these Indian immigrants be so different? If Canada is not vettung their immigrants why not? I also know that a coworker of mine who is from Southern India, his niece recently secured a visa to Canada and she is a Radiation Oncologist, an occupation Canada is in need of. So assumed lie the US, Canada is letting in needed skilled workers.
Identity Attack0.37361985
Insult0.3126888
Profanity0.06395709
Threat0.0076507707
Severe Toxicity0.0127685545
Moderate 0.36095104 Constructive 0.813
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I have more respect for Sikhs in general over Hindu Indians, but as someone who has to stay in hotels frequently for work, I have Indian fatigue. Not all are bad, but it just becomes …
I have more respect for Sikhs in general over Hindu Indians, but as someone who has to stay in hotels frequently for work, I have Indian fatigue. Not all are bad, but it just becomes annoying.
Identity Attack0.41975367
Insult0.24767025
Profanity0.13961408
Threat0.0104988385
Severe Toxicity0.017868511
Moderate 0.36095104 Constructive 0.653
Jan 27, 2026 Inside Canada's Indian Invasion...
The effects on trucking that widespread Indian mass immigration could fill a whole video and that Polish guy only touched on the license sharing lol
The effects on trucking that widespread Indian mass immigration could fill a whole video and that Polish guy only touched on the license sharing lol
Identity Attack0.37953663
Insult0.16551061
Profanity0.17008601
Threat0.046218675
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.26 Unverified_Claim
Jan 14, 2026 Inside Canada's Indian Metropolis (Brampton)
I grew up in Brampton. When I was going it was really multicultural, I lived in a Portuguese neighborhood. There were many different ethnic neighborhoods, it was a melting pot of cultures. I had friends …
I grew up in Brampton. When I was going it was really multicultural, I lived in a Portuguese neighborhood. There were many different ethnic neighborhoods, it was a melting pot of cultures. I had friends of all races and I got to learn about their cultures. It would have been the perfect place to raise kids.It's not multicultural anymore it's just Indians, it's filthy there, crime has skyrocketed and housing prices is insane. You also can't rent apartments as all the landlords will only take Indian tenants under the guise of "vegetarians only". It's a shame, it used to be a great place to live.
Identity Attack0.38699543
Insult0.28997475
Profanity0.24147889
Threat0.011974656
Severe Toxicity0.02296847
Moderate 0.36095104 Constructive 0.679 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian …
Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion...
Identity Attack0.40351558
Insult0.18728738
Profanity0.051181246
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.128 Advertisement_Spam
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have …
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have Indian MP's with lots of influence on immigration policy such as Fake student visa, visitor or travel visa which are the back door of illegal immigration process!
Identity Attack0.40883094
Insult0.1935001
Profanity0.023243073
Threat0.009463178
Severe Toxicity0.012435913
Moderate 0.36095104 Constructive 0.512 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
All Indian TFW please leave
All Indian TFW please leave
Identity Attack0.41975367
Insult0.23237456
Profanity0.13785136
Threat0.07629784
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.365 Call_To_Action
Feb 4, 2026 Inside Canada's Indian Invasion...
White v Blacks White v Indians White v Mexicans White v Chinese White v Jews White v Arabs White v other Asian White v other whites Notice a common pattern? Notice the usual suspect?
White v Blacks White v Indians White v Mexicans White v Chinese White v Jews White v Arabs White v other Asian White v other whites Notice a common pattern? Notice the usual suspect?
Identity Attack0.44690517
Insult0.089778624
Profanity0.08904689
Threat0.013010317
Severe Toxicity0.018707745
Moderate 0.36095104 Low Con 0.184 Identity_Assertion
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
The problem of FREE nations of the west is ripe for invasion and take over from groups such as Islam who openly admit take over, and too many Indians flooding into Canada all caused by …
The problem of FREE nations of the west is ripe for invasion and take over from groups such as Islam who openly admit take over, and too many Indians flooding into Canada all caused by the Liberal government. This is an invasion not immigration!!!
Identity Attack0.43896464
Insult0.16773392
Profanity0.021398475
Threat0.009592636
Severe Toxicity0.014640691
Moderate 0.36095104 Low Con 0.293
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Good timing on the video with all the news of fraud from Tim Hortons Indian workers looking for whites to marry them for 20 k now to stay here
Good timing on the video with all the news of fraud from Tim Hortons Indian workers looking for whites to marry them for 20 k now to stay here
Identity Attack0.3817989
Insult0.16758773
Profanity0.11539881
Threat0.023544617
Severe Toxicity0.017029278
Moderate 0.36095104 Moderate Con 0.397
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
What a funking irony - this Rempel garner women was in India’s lap in conservative leadership race. She was with Patrick Brown and Indians told to her to quit. She ‘left’ politics to focus on …
What a funking irony - this Rempel garner women was in India’s lap in conservative leadership race. She was with Patrick Brown and Indians told to her to quit. She ‘left’ politics to focus on her personal life and came back as soon as Indians succeeded to put Piere as a leader instead of Patrick. Later bunch of material, testimonies came out about she being on a zoom call and Indians saying they don’t like she is running Patrick brown’s campaign. Foreign interference report exposed her pretty good but I guess canadians really are blind to the fact that while they are taking out their anger on immigrants their country is compromised and sold put by their own trusted politicians and that too, to a third world country like India!
Identity Attack0.27171627
Insult0.31740165
Profanity0.33453682
Threat0.013010317
Severe Toxicity0.021548226
Moderate 0.36095104 Moderate Con 0.499
Sep 30, 2025 IRCC Names India in Study …
If Trump does not stop Indians in the USA, Indians will occupy the USA for ever. 😂😂
If Trump does not stop Indians in the USA, Indians will occupy the USA for ever. 😂😂
Identity Attack0.44690517
Insult0.12521741
Profanity0.07740857
Threat0.1319513
Severe Toxicity0.019095084
Moderate 0.36095104 Low Con 0.162 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
We Canadians are being ethnically replaced with Indians, Chinese, Arabs and Africans. We White Canadians are actually treated as second class citizens by law here (Lisikh Decision, IRCAs, Gladue Principle). Jeremy Mackenzie and Second Sons …
We Canadians are being ethnically replaced with Indians, Chinese, Arabs and Africans. We White Canadians are actually treated as second class citizens by law here (Lisikh Decision, IRCAs, Gladue Principle). Jeremy Mackenzie and Second Sons are the only answer.
Identity Attack0.44690517
Insult0.16861114
Profanity0.02392626
Threat0.010964886
Severe Toxicity0.017868511
Moderate 0.36095104 Constructive 0.534 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
"Don't cry; some white individuals may be perceived as lazy and unskilled, while Indians are often seen as hard workers who prosper."
"Don't cry; some white individuals may be perceived as lazy and unskilled, while Indians are often seen as hard workers who prosper."
Identity Attack0.39207554
Insult0.3388922
Profanity0.15371579
Threat0.013165667
Severe Toxicity0.015415368
Moderate 0.36095104 Constructive 0.579
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Canadian should blame England for this they taught Indian English
Canadian should blame England for this they taught Indian English
Identity Attack0.44690517
Insult0.15627414
Profanity0.06746418
Threat0.01119791
Severe Toxicity0.015479924
Moderate 0.36095104 Low Con 0.13 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
If indian come don't do like india
If indian come don't do like india
Identity Attack0.44690517
Insult0.12883772
Profanity0.09775851
Threat0.013321015
Severe Toxicity0.019740647
Moderate 0.36043653 Low Con 0.229 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
tbh could be worse, you could have doctors and engineers from africa or jews from new york, atleast the indians actually work.
tbh could be worse, you could have doctors and engineers from africa or jews from new york, atleast the indians actually work.
Identity Attack0.43896464
Insult0.13607834
Profanity0.17752954
Threat0.011120236
Severe Toxicity0.02167734
Moderate 0.36043653 Low Con 0.15
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My only problem with immigrants is that when you are in another country, you should conform to that country not try to make it a replica of your former country. Many don't even want to …
My only problem with immigrants is that when you are in another country, you should conform to that country not try to make it a replica of your former country. Many don't even want to learn the language. Anyway from the video, the number of unemployed Canadians are not because of the Indians, they just don't want to work hard to earn a living, they want handouts. Most look like homeless druggies, don't blame others for what you did to yourself. If you are unhappy where you are, Canada is a big place go somewhere else and start over.
Identity Attack0.38176915
Insult0.3388922
Profanity0.05543986
Threat0.008323951
Severe Toxicity0.014511578
Moderate 0.36043653 Constructive 0.588
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Why are politicians so obsessed with replacing their own population? Every European country has this problem with Muslims, Australia and Canada with Indians. They are literally wiping us out.
Why are politicians so obsessed with replacing their own population? Every European country has this problem with Muslims, Australia and Canada with Indians. They are literally wiping us out.
Identity Attack0.44690517
Insult0.1662211
Profanity0.04592061
Threat0.014738814
Severe Toxicity0.012833111
Moderate 0.36043653 Moderate Con 0.382 Fear_Threat
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Indians think we're a joke
Indians think we're a joke
Identity Attack0.39334553
Insult0.16868424
Profanity0.11663672
Threat0.010032792
Severe Toxicity0.014769804
Moderate 0.36043653 Low Con 0.204 Identity_Assertion
Oct 7, 2025 IRCC Names India in Study …
Mentally speaking, most Indians seem like calm (neutral) people. I never had any problems with them. Most of my problems were with many refugees from the MENA regions.
Mentally speaking, most Indians seem like calm (neutral) people. I never had any problems with them. Most of my problems were with many refugees from the MENA regions.
Identity Attack0.46028158
Insult0.1798321
Profanity0.09775851
Threat0.008841781
Severe Toxicity0.016900165
Moderate 0.36043653 Constructive 0.602 Personal_Narrative
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
I live in Brampton and I can confirm we do have a big Indian problem
I live in Brampton and I can confirm we do have a big Indian problem
Identity Attack0.44690517
Insult0.113185234
Profanity0.09775851
Threat0.012906751
Severe Toxicity0.019224197
Moderate 0.36043653 Constructive 0.505 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Amazing content brother!! 💯🇺🇸👍🏽🎯🧊🧊👶🏽 Quik question, when you talk to these Indian dudes why do you start to talk as if your Punjabi and have a bad English accent like they do ..?? 🤣😭😂 very …
Amazing content brother!! 💯🇺🇸👍🏽🎯🧊🧊👶🏽 Quik question, when you talk to these Indian dudes why do you start to talk as if your Punjabi and have a bad English accent like they do ..?? 🤣😭😂 very confusing broski-🤦🏽🤷🏽😁
Identity Attack0.3072352
Insult0.2435641
Profanity0.114160895
Threat0.011715741
Severe Toxicity0.019095084
Moderate 0.36043653 Moderate Con 0.403 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler please investigate all the indian politicians in canada that are supporting all the Indian migration and fraud in Canada
Tyler please investigate all the indian politicians in canada that are supporting all the Indian migration and fraud in Canada
Identity Attack0.41975367
Insult0.24928534
Profanity0.023516348
Threat0.008712323
Severe Toxicity0.011291504
Moderate 0.36043653 Low Con 0.23 Call_To_Action
Feb 27, 2026 3 likes Inside Canada's Indian Invasion...
I remember I went to Vancouver surrey area for a month and these Indians even in there 50s driven like crazy bumping American rap in 15 inch speakers with there turbans on it was strange …
I remember I went to Vancouver surrey area for a month and these Indians even in there 50s driven like crazy bumping American rap in 15 inch speakers with there turbans on it was strange to me this was like 2005
Identity Attack0.38215697
Insult0.28586254
Profanity0.18233459
Threat0.02250864
Severe Toxicity0.017481172
Moderate 0.36043653 Moderate Con 0.439 Personal_Narrative
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.