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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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30,738 comments · Page 376 of 1230
They always harp on about how much better / intelligent they are than everyone else but if so why is your own country such a cesspit ? 🤔
They always harp on about how much better / intelligent they are than everyone else but if so why is your own country such a cesspit ? 🤔
Identity Attack0.2854555
Insult0.34237885
Profanity0.14225815
Threat0.0077672824
Severe Toxicity0.0127685545
Moderate 0.36095104 Low Con 0.252 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Oh BC has it worse but we deal with East Asians in Tesla, Kia and Subaru's. Come do a nice docu series on the sufferings of white people over here please.
Oh BC has it worse but we deal with East Asians in Tesla, Kia and Subaru's. Come do a nice docu series on the sufferings of white people over here please.
Identity Attack0.44690517
Insult0.13607834
Profanity0.059948977
Threat0.03649433
Severe Toxicity0.013349563
Moderate 0.36095104 Moderate Con 0.437 Identity_Assertion
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Old Tyler just LOVES to kick the hornet's nest.
Old Tyler just LOVES to kick the hornet's nest.
Identity Attack0.023997234
Insult0.10294484
Profanity0.09551262
Threat0.4438339
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.3 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I can literally smell this video
I can literally smell this video
Identity Attack0.019776696
Insult0.06687108
Profanity0.19524631
Threat0.014566151
Severe Toxicity0.017933069
Moderate 0.36095104 Moderate Con 0.35 Humor_Satire
Jan 27, 2026 86 likes Inside Canada's Indian Invasion...
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)
How can you hate all Africans with such classification of the entire race, really?
How can you hate all Africans with such classification of the entire race, really?
Identity Attack0.41975367
Insult0.09416737
Profanity0.12551236
Threat0.01238892
Severe Toxicity0.015544481
Moderate 0.36095104 Moderate Con 0.321 Moral_Argument
Jan 27, 2026 13 likes Inside Canada's Indian Invasion...
Oil and water don't mix . If the white population decrease on the planet nothing will function on the planet properly .
Oil and water don't mix . If the white population decrease on the planet nothing will function on the planet properly .
Identity Attack0.39334553
Insult0.14512913
Profanity0.094542764
Threat0.049774777
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.077 Identity_Assertion
Jan 14, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
They are given 50,000 and I'm given nothing to start up my family while being born here and being raised in a poor family! Also those crossing the border Illgeally should be treated like criminals! …
They are given 50,000 and I'm given nothing to start up my family while being born here and being raised in a poor family! Also those crossing the border Illgeally should be treated like criminals! Can I go to your country illegally? So why with mine??? More people made rent higher, lower wages from competition and traffic is crazy now! Immigration has helped anyone but the immigrant and made my life harder.. all for being nice. Being nice doenst have any benefits except for being Walked on. Trudeau is just trying to buy votes
Identity Attack0.28034934
Insult0.3388922
Profanity0.06746418
Threat0.010395273
Severe Toxicity0.015867263
Moderate 0.36095104 Constructive 0.706
Jan 15, 2019 How much do refugees and …
It’s quite funny that the Indians worship a white god.
It’s quite funny that the Indians worship a white god.
Identity Attack0.41222036
Insult0.123407245
Profanity0.10240069
Threat0.009411395
Severe Toxicity0.016125489
Moderate 0.36095104 Low Con 0.172 Humor_Satire
Feb 25, 2026 Inside Canada's Indian Invasion...
Liberal government policy any questions the media or citizen ask . They comply with we don’t have it we don’t know . This liberal has doing politics in Canada violating procedures, lying, and fooling the …
Liberal government policy any questions the media or citizen ask . They comply with we don’t have it we don’t know . This liberal has doing politics in Canada violating procedures, lying, and fooling the taxpayers with their fraud scam criminal activities .
Identity Attack0.06929302
Insult0.37279442
Profanity0.022423252
Threat0.007832011
Severe Toxicity0.0064849854
Moderate 0.36095104 Low Con 0.222 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Bro come to Cary, North Carolina… Indians are invading as well. They are build a HUGEEE marble temple that will leave you speechless.
Bro come to Cary, North Carolina… Indians are invading as well. They are build a HUGEEE marble temple that will leave you speechless.
Identity Attack0.40447855
Insult0.16831873
Profanity0.0935729
Threat0.020091362
Severe Toxicity0.020515325
Moderate 0.36095104 Moderate Con 0.348 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Turning canda into india is crazy. If you were there you should respect others country not turning it into your place my god
Turning canda into india is crazy. If you were there you should respect others country not turning it into your place my god
Identity Attack0.32768643
Insult0.2735258
Profanity0.15195307
Threat0.009722093
Severe Toxicity0.014898917
Moderate 0.36095104 Moderate Con 0.325 Identity_Assertion
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
Everywhere you go now is Indians trying to scam every system, break every rule to suit themselves. Just today - I couldn't even buy butter without an Indian being halted at the checkout for ignoring …
Everywhere you go now is Indians trying to scam every system, break every rule to suit themselves. Just today - I couldn't even buy butter without an Indian being halted at the checkout for ignoring the "six pounds or less" limit per customer the store had imposed. Went to drive thru - couldn't understand the person on other end of speaker. It's everywhere and politicians are all the same. 3000 more Indians into Canada, every day without fail.
Identity Attack0.44690517
Insult0.24493282
Profanity0.038906425
Threat0.011586283
Severe Toxicity0.013349563
Moderate 0.36095104 Constructive 0.564 Unverified_Claim
Sep 19, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
Canada is a favouritism country If you are not from India, Pakistan Bangladesh You cannot get a job
Canada is a favouritism country If you are not from India, Pakistan Bangladesh You cannot get a job
Identity Attack0.43256098
Insult0.20901857
Profanity0.043916557
Threat0.010265815
Severe Toxicity0.017416617
Moderate 0.36095104 Low Con 0.179 Policy_Critique
Feb 16, 2026 Inside Canada's Indian Invasion...
There are all scammers. No they can’t find them they’re all over Canada.
There are all scammers. No they can’t find them they’re all over Canada.
Identity Attack0.10221587
Insult0.40243408
Profanity0.037403382
Threat0.007340072
Severe Toxicity0.0060653687
Moderate 0.36095104 Low Con 0.248 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Not the Africans catching strays lol
Not the Africans catching strays lol
Identity Attack0.4054415
Insult0.16751462
Profanity0.12903778
Threat0.012699619
Severe Toxicity0.020127986
Moderate 0.36095104 Low Con 0.179 Humor_Satire
Mar 3, 2026 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 …
When they heard Canada welcomes anybody, all dead beats rushed for a free ride. Awful immigration tactic. From envied country, now one to avoid. Terrible.
When they heard Canada welcomes anybody, all dead beats rushed for a free ride. Awful immigration tactic. From envied country, now one to avoid. Terrible.
Identity Attack0.28034934
Insult0.33154017
Profanity0.026317406
Threat0.029069828
Severe Toxicity0.0127685545
Moderate 0.36095104 Moderate Con 0.354 Policy_Critique
Jun 20, 2025 1 likes How Canada broke its immigration …
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
Identity Attack0.38246045
Insult0.09416737
Profanity0.1352073
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.336 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian lawyers and law makers are behind running fraudulent immigration scams in Canada, including government agencies ,no student work permits, spousal work permits or or temp work permits should be given to Indians, most of …
Indian lawyers and law makers are behind running fraudulent immigration scams in Canada, including government agencies ,no student work permits, spousal work permits or or temp work permits should be given to Indians, most of documents provided by Indians are fake such as education certificates, work experience, income, savings, birth certificates, marriage certificates ,English test reports ,Indian government and private companies make huge income from sending Indians to Canada.
Identity Attack0.44690517
Insult0.23704576
Profanity0.021330157
Threat0.008259222
Severe Toxicity0.012054443
Moderate 0.36095104 Moderate Con 0.315 Unverified_Claim
Sep 28, 2025 9 likes IRCC Names India in Study …
Deport them all, then vet and allow them back.
Deport them all, then vet and allow them back.
Identity Attack0.2854555
Insult0.107333586
Profanity0.032643758
Threat0.17648515
Severe Toxicity0.021806452
Moderate 0.36095104 Low Con 0.131 Call_To_Action
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Immigration is a weapon!
Immigration is a weapon!
Identity Attack0.37222284
Insult0.09855611
Profanity0.066963166
Threat0.058503386
Severe Toxicity0.020127986
Moderate 0.36095104 Low Con 0.197 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudeau and Jagneet Singh should be in Jail! What a joke!
Trudeau and Jagneet Singh should be in Jail! What a joke!
Identity Attack0.014149316
Insult0.33964422
Profanity0.028503597
Threat0.1733226
Severe Toxicity0.012359619
Moderate 0.36095104 Low Con 0.183 Call_To_Action
Oct 3, 2025 IRCC Names India in Study …
Lies, they do get more than Canadians, and illegal aliens/refugees get a hearty sum to get their permanent home furnished
Lies, they do get more than Canadians, and illegal aliens/refugees get a hearty sum to get their permanent home furnished
Identity Attack0.3758158
Insult0.27969417
Profanity0.02208166
Threat0.0069387536
Severe Toxicity0.010757446
Moderate 0.36095104 Low Con 0.214
Feb 11, 2025 1 likes How much do refugees and …
Québecois here. I cant wait for the AI french audio track to send this to my father. I keep telling him about how Canada is f***ed by immigration just like France and UK but he …
Québecois here. I cant wait for the AI french audio track to send this to my father. I keep telling him about how Canada is f***ed by immigration just like France and UK but he dont believe me. I explain to him that's because of the 101 law that make difficult for non-french speaker to come in Québec. Almost like a law for the preservation of the language and culture is a good thing.
Identity Attack0.21470967
Insult0.19967617
Profanity0.4044591
Threat0.009799767
Severe Toxicity0.022710243
Moderate 0.36095104 Constructive 0.713 Policy_Critique
Jan 29, 2026 9 likes 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.