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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: "And from the numbers that …" 415 comments · Page 2 of 17
I'm an Indian, and give these white people there beloved" tim hortons" back you guys! Damn. the racial profiling in this video is crazy "good white", "generally a dirty race". I'm currently in edmonton and …
I'm an Indian, and give these white people there beloved" tim hortons" back you guys! Damn. the racial profiling in this video is crazy "good white", "generally a dirty race". I'm currently in edmonton and the number of "white" people with piss in their pants i've seen is crazy . Stop racially profiling people it's never fun when it's done pointing at you, just so you know.
Identity Attack0.5502601
Insult0.48675314
Profanity0.5249258
Threat0.04233929
Severe Toxicity0.19761463
Moderate 0.60254884 Constructive 0.502 Identity Attack Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Rule number one: Do not ever let Chineses and Indians into your country
Rule number one: Do not ever let Chineses and Indians into your country
Identity Attack0.65625757
Insult0.28586254
Profanity0.18786818
Threat0.13515437
Severe Toxicity0.16960317
Moderate 0.56269526 Low Con 0.108 Identity Attack Identity_Assertion
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Indians are number one in corruption
Indians are number one in corruption
Identity Attack0.6007182
Insult0.46476576
Profanity0.22105443
Threat0.015774792
Severe Toxicity0.16960317
Moderate 0.5559701 Low Con 0.203 Identity Attack
Nov 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
THE WHITE GUY SHOULD NOT SWEAT TOO MUCH ABT AFRICAN BLACKS.....IT'S ASIANS WHO ARE RE-COLONIZING HIS COUNTRY......JUST LIKE IN AUSTRALIA WHERE I AM, ASIANS AT LARGE ARE COMING TO AUSTRALIA EVERY YEAR IN BRUTE FORCE …
THE WHITE GUY SHOULD NOT SWEAT TOO MUCH ABT AFRICAN BLACKS.....IT'S ASIANS WHO ARE RE-COLONIZING HIS COUNTRY......JUST LIKE IN AUSTRALIA WHERE I AM, ASIANS AT LARGE ARE COMING TO AUSTRALIA EVERY YEAR IN BRUTE FORCE NUMBERS......THERE ARE SUBURBS IN MELBOURNE WHERE YOU SEE ONLY INDIANS !
Identity Attack0.6007182
Insult0.40189892
Profanity0.22105443
Threat0.03856628
Severe Toxicity0.16960317
Moderate 0.5559701 Moderate Con 0.453 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The most useless 3 stooges - Fraser , Miller and now Diab. Be honest get rid of people whom don't belong here, reduce the numbers , clear the backlog and let's bring back manageable numbers …
The most useless 3 stooges - Fraser , Miller and now Diab. Be honest get rid of people whom don't belong here, reduce the numbers , clear the backlog and let's bring back manageable numbers of honest applicants whom deserve to be here and will contribute. How hard is that? So sick of the racist rant and many immigrants I know that followed the rules to come cannot stand the Liberal mantra.
Identity Attack0.29951343
Insult0.58196646
Profanity0.1067334
Threat0.026307223
Severe Toxicity0.023076924
Moderate 0.54823303 Constructive 0.517 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Utterly disgusting. Canadian government needs to deport all recent indian arrivals. Most are here via scams. We can't have immigration coming from just one place in massive numbers. You are supplanting Canada as a nation …
Utterly disgusting. Canadian government needs to deport all recent indian arrivals. Most are here via scams. We can't have immigration coming from just one place in massive numbers. You are supplanting Canada as a nation and making it a new "India".
Identity Attack0.5504064
Insult0.5130944
Profanity0.09389619
Threat0.020609349
Severe Toxicity0.023082556
Moderate 0.52811706 Moderate Con 0.458 Identity Attack Insult Unverified_Claim
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Way, Way, Way Better than Muslims. Once they have Numbers they Dominate and then Kill you. 1400 Years of Islamic History Proves this Out. Hindu,, Sikh are hard working people & Peaceful. They do need …
Way, Way, Way Better than Muslims. Once they have Numbers they Dominate and then Kill you. 1400 Years of Islamic History Proves this Out. Hindu,, Sikh are hard working people & Peaceful. They do need to assimilate to Countries they go to and learn the language. Also the Polish guy was right about them being Dirty. They need to do much better on that issue. If you have been the India it is VERT DIRTY. The Hindu & Sikh people know about the Muslims. We Westerns need to learn it also before it's to Late.
Identity Attack0.57150364
Insult0.4810288
Profanity0.28708664
Threat0.44605255
Severe Toxicity0.35368225
Moderate 0.52007306 Constructive 0.675 Identity Attack Fear_Threat
Oct 31, 2025 Inside Canada's Indian Metropolis (Brampton)
WHAT A SHAME,BECAUSE OF THEIR FRAUD,HOW MANY CANADIAN FAMILIES,STUDENTS,YOUTHS,ADULTS LOST THEIR JOB,LOST THEIR HOMES. MS.ZAFAR IS LYING LYING,LYING,HOW CAN A LARGE NUMBER OF INDIAN STUDENTS CAN DISAPPEAR,THEY THINK,BY SAYING" DISAPPEARED, THE STUDENTS AND THEIR STATUS …
WHAT A SHAME,BECAUSE OF THEIR FRAUD,HOW MANY CANADIAN FAMILIES,STUDENTS,YOUTHS,ADULTS LOST THEIR JOB,LOST THEIR HOMES. MS.ZAFAR IS LYING LYING,LYING,HOW CAN A LARGE NUMBER OF INDIAN STUDENTS CAN DISAPPEAR,THEY THINK,BY SAYING" DISAPPEARED, THE STUDENTS AND THEIR STATUS WILL BE PORTECTED. 100% THEY MADE LOTS OF MONEY FROM THESE STUDENTS AND LET THEM DISAPPEAR. SHAME THEY SHOULD BE REMOVED FROM IRCC. THEY ARE INCOMPETENT AND GENETICALLY FRAUD. REMOVE,REMOVE,THEY BELONG IN THE PRISON,IF THEY ARE NOT HONEST AND DONT TRY TO TRACK THOSE DISAPPEARED STUDENT. THEY SHOULD BE SENT TO PRISON.THEY KNEW IT,THEY HAVE THEIR PHONE AND THEIR ADDRESS. WHAT A SHAME. WE CANADIANS DONT WANT FRAUD,CROOKED PEOPLE WORKING IN IRCC. SHAME,DISGUSTING,WHAT AN EMBARRASSMENT.
Identity Attack0.27991617
Insult0.54471385
Profanity0.10425757
Threat0.18597278
Severe Toxicity0.043077253
Moderate 0.5140397 Moderate Con 0.373 Insult
Oct 10, 2025 1 likes IRCC Names India in Study …
18000 is a joke. The Liberals are destroying our country with their Liberal numbers. WTF.
18000 is a joke. The Liberals are destroying our country with their Liberal numbers. WTF.
Identity Attack0.24293575
Insult0.40975618
Profanity0.46460027
Threat0.021645326
Severe Toxicity0.023076924
Moderate 0.509388 Low Con 0.226 Policy_Critique
Dec 25, 2025 1 likes Deportations From Canada at Their …
First step this IRCC goons must fired ... why they collecting pay cheques for what ? they don't f*king doing their job why they don't have any answer ... only words.... i don't have the …
First step this IRCC goons must fired ... why they collecting pay cheques for what ? they don't f*king doing their job why they don't have any answer ... only words.... i don't have the number...
Identity Attack0.036105253
Insult0.5130944
Profanity0.4098025
Threat0.043309137
Severe Toxicity0.023317307
Moderate 0.4977744 Moderate Con 0.387 Insult Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
@5:19 This guy know nothing about india. Rape is totally part of the primitive caste indian culture. In fact rape is a huge in India. In 2022 more than 31k case where record by the …
@5:19 This guy know nothing about india. Rape is totally part of the primitive caste indian culture. In fact rape is a huge in India. In 2022 more than 31k case where record by the National Crime Records Bureau. It 86 rape by day (one every 20 minutes). Theses numbers are only the tip of the iceberg. For the driving watch the New-Dehhi episode of Dont drive here. The get the drive exam is to turn around a ciment slab in a parking lot. Those people are really low IQ.
Identity Attack0.48915586
Insult0.48627716
Profanity0.25093055
Threat0.13785169
Severe Toxicity0.09385906
Moderate 0.4850187 Moderate Con 0.439 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
I still don't see the problem. No one's persecuting locals or trying to impose Shariah law Islamism? Sans the assholes, generally they're productive, tax paying citizens, who do things differently. Regardless, they add billions of …
I still don't see the problem. No one's persecuting locals or trying to impose Shariah law Islamism? Sans the assholes, generally they're productive, tax paying citizens, who do things differently. Regardless, they add billions of dollars to the economy. If they were all "not working" like that bald guy said, the city wouldn't be as productive or be as rich or as sprawling. Is it too much immigration all at the same time, yeah but locals would have problem with non-white people even if there was litte immigration. Stop the immigration numbers and disgruntled whites would still have an issue with Brampton despite majority white cities the same size as Brampton not being as productive, rapidly facing demographic and economic decline. Majority of the accusations the white people made, were not even proven in the video. I mean ok I guess.
Identity Attack0.48915586
Insult0.48627716
Profanity0.40878695
Threat0.033386398
Severe Toxicity0.044870634
Moderate 0.48021027 Constructive 0.743 Moral_Argument
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
We all know it's india. We can goddamn see their number grew 10x overnight
We all know it's india. We can goddamn see their number grew 10x overnight
Identity Attack0.37507164
Insult0.24928534
Profanity0.5188411
Threat0.012958534
Severe Toxicity0.034110364
Moderate 0.47900817 Low Con 0.131 Unverified_Claim
Oct 1, 2025 1 likes IRCC Names India in Study …
Literally imported voters. And to compliment carney for reducing the numbers is stupid because theyre still high, and now that theyve brought so many in, bringing in a little less is all performative. And based …
Literally imported voters. And to compliment carney for reducing the numbers is stupid because theyre still high, and now that theyve brought so many in, bringing in a little less is all performative. And based on your view on it, clearly it works. They still have way too many people coming in, who we pay for, who vote for them.
Identity Attack0.026609946
Insult0.5332045
Profanity0.21348765
Threat0.008712323
Severe Toxicity0.011367798
Moderate 0.47886392 Moderate Con 0.497 Insult Policy_Critique
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
90% of Indian students are fraud just findout how nany students are really going to school the numbers will shock you.fake certificate. I think go after each individual if they are attending any institution if …
90% of Indian students are fraud just findout how nany students are really going to school the numbers will shock you.fake certificate. I think go after each individual if they are attending any institution if not deportation.
Identity Attack0.5135796
Insult0.47384647
Profanity0.19893537
Threat0.03304107
Severe Toxicity0.024725812
Moderate 0.47772613 Moderate Con 0.365 Identity Attack Unverified_Claim
Sep 30, 2025 3 likes IRCC Names India in Study …
The truth about why the driving sucks. The government has hired a bunch on Indian immigrants to run our version of the “dmv” and they issue other Indians full licenses without ever doing the written …
The truth about why the driving sucks. The government has hired a bunch on Indian immigrants to run our version of the “dmv” and they issue other Indians full licenses without ever doing the written driving test or practical driving test. So they get real licenses without ever being tested or having to practice with a full licensed driver for 9 month to a year before getting their G2 which is the middle license after a G2 and 5 years you then do another driving test and get you G license (specific to Ontario). They just walk in pay and leave with a G license. The other corrupt part of this is the licenses issuers have a quota of fails to hit every day and because they pass all the Indians they fail the white kids and adults to meet their quota. We actively avoid getting our licenses at heavily Indian populated areas to avoid being failed solely because we are white and they need to meet their quota. This is becoming increasingly more difficult as the government continues to bring in an unsustainable number of Indian immigrants
Identity Attack0.40713623
Insult0.45135358
Profanity0.36230123
Threat0.011638066
Severe Toxicity0.023880709
Moderate 0.46716887 Constructive 0.521
Jan 27, 2026 Inside Canada's Indian Invasion...
Because Canadian politicians are, like in essentially every country, in bed with the wealth class so they green lit a wildly retarded immigration policy to flood Canada with cheap labour and suppress wages. There was …
Because Canadian politicians are, like in essentially every country, in bed with the wealth class so they green lit a wildly retarded immigration policy to flood Canada with cheap labour and suppress wages. There was never a real labour shortage in all but and extremely limited number of industries in Canada. Indians and Pakistani's make zero effort to integrate even learn basic English. They aren't stupid. They want to overpopulate areas so that they don't even have to bother integrate. Make no mistake, this isn't a Liberal or Conservative issue. Canada's reckless immigration policy is a war being waged by the wealthy on the rest of us.
Identity Attack0.39461556
Insult0.5101222
Profanity0.17803068
Threat0.00967031
Severe Toxicity0.023076924
Moderate 0.46716887 Moderate Con 0.469 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Fraud number one is Indian student and people, shamed on it and where is Modi and Putin ?
Fraud number one is Indian student and people, shamed on it and where is Modi and Putin ?
Identity Attack0.4508763
Insult0.4986907
Profanity0.15985115
Threat0.031314444
Severe Toxicity0.024631912
Moderate 0.46186632 Low Con 0.23
Sep 30, 2025 IRCC Names India in Study …
India is the number one government run scammer in the world. say it like it is.
India is the number one government run scammer in the world. say it like it is.
Identity Attack0.46028158
Insult0.47384647
Profanity0.174273
Threat0.013528148
Severe Toxicity0.023076924
Moderate 0.45761138 Low Con 0.076
Oct 3, 2025 1 likes IRCC Names India in Study …
When white people were brutally converting indians into christian and built huge numbers of churches in india then no one said a single word but when a single statue of Hindu god was built there …
When white people were brutally converting indians into christian and built huge numbers of churches in india then no one said a single word but when a single statue of Hindu god was built there then why is this outrage. Even hypocrisy has a limit.
Identity Attack0.48915586
Insult0.42881694
Profanity0.08904689
Threat0.019746035
Severe Toxicity0.020127986
Moderate 0.45757914 Moderate Con 0.349 Comparative_Framing
Feb 14, 2026 110 likes Inside Canada's Indian Invasion...
And from the numbers that I've been hearing on in the internet Canada's gone up 237% in crime chief of police in Toronto says just comply let them come in let them rape your wife …
And from the numbers that I've been hearing on in the internet Canada's gone up 237% in crime chief of police in Toronto says just comply let them come in let them rape your wife let them rape your daughter but just comply has a Canadian and as a senior there's no complying they'll be met full force
Identity Attack0.17614605
Insult0.26957804
Profanity0.25367188
Threat0.44185185
Severe Toxicity0.0475607
Moderate 0.4574824 Constructive 0.526 Fear_Threat
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
We are invaded by Indians, Chinese, and muslims, and this insanity must be stopped. We must: 1) Implement per-country cap. 2) Pause immigration from India and China for at least 10 years until we balance …
We are invaded by Indians, Chinese, and muslims, and this insanity must be stopped. We must: 1) Implement per-country cap. 2) Pause immigration from India and China for at least 10 years until we balance our population. 3) To ban all immigration from muslim countries. 4) Significantly reducing the number of TFWs and int. students. 5) Establishing a deportation force within the CBSA. Without these measures, I guarantee that our beloved Canada will turn into a land of ethnic enclaves and "no-go zones".
Identity Attack0.55044734
Insult0.36798462
Profanity0.073529124
Threat0.04167421
Severe Toxicity0.02425631
Moderate 0.45703048 Moderate Con 0.467 Identity Attack
Sep 29, 2025 IRCC Names India in Study …
Canada has always had Indians. But they used to be middle-class, and well educated, and in smaller numbers. Meaning they assimilated. Now we're getting the dregs, and in large numbers. I never considered myself racist, …
Canada has always had Indians. But they used to be middle-class, and well educated, and in smaller numbers. Meaning they assimilated. Now we're getting the dregs, and in large numbers. I never considered myself racist, but I am now. I want these people gone ... deport, deport, deport!
Identity Attack0.4911651
Insult0.40243408
Profanity0.092279755
Threat0.13161413
Severe Toxicity0.02378681
Moderate 0.45703048 Constructive 0.607 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
This is disgusting act like it’s not a big deal they don’t realize how much of a big deal it is for the taxpayers you know the people that are supporting these illegals…… While our …
This is disgusting act like it’s not a big deal they don’t realize how much of a big deal it is for the taxpayers you know the people that are supporting these illegals…… While our homeless population is growing in numbers, and a family cannot afford to put food on their table, but let’s give it to the immigrants so they can exploit this beautiful country
Identity Attack0.3817989
Insult0.4596616
Profanity0.096805766
Threat0.010887212
Severe Toxicity0.019095084
Moderate 0.44393396 Moderate Con 0.417
Sep 29, 2025 IRCC Names India in Study …
india number 1!!! ruined canada
india number 1!!! ruined canada
Identity Attack0.48915586
Insult0.3388922
Profanity0.070942834
Threat0.054947287
Severe Toxicity0.023076924
Moderate 0.4421347 Low Con 0.215 Identity_Assertion
Sep 30, 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.