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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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Active: "SINGH DID IT" 103 comments · Page 1 of 5
Fucking indians named singh, patel who speaks punjab, hindi and gujarat are spoiling canada
Fucking indians named singh, patel who speaks punjab, hindi and gujarat are spoiling canada
Identity Attack0.7856228
Insult0.7218519
Profanity0.79449326
Threat0.34804323
Severe Toxicity0.6612285
Toxic 0.8540474 Low Con 0.127 Identity Attack Insult Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada is so fucked. We call it Singh Hortons
Canada is so fucked. We call it Singh Hortons
Identity Attack0.5051609
Insult0.5130944
Profanity0.7888968
Threat0.009929225
Severe Toxicity0.349583
Toxic 0.82048255 Low Con 0.278 Identity Attack Insult Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
canadian here, its not tim hortons anymore, its singh hortons now everytime you buy coffee there you take a shit. 😂
canadian here, its not tim hortons anymore, its singh hortons now everytime you buy coffee there you take a shit. 😂
Identity Attack0.12440576
Insult0.44802538
Profanity0.64657205
Threat0.009747985
Severe Toxicity0.05025077
Moderate 0.6544696 Low Con 0.265 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m not racist, but I don’t go to Singh Hortons anymore. Not gonna spend money to get a coffee made poorly and tastes like ass. They do this on purpose, so that they don’t ever …
I’m not racist, but I don’t go to Singh Hortons anymore. Not gonna spend money to get a coffee made poorly and tastes like ass. They do this on purpose, so that they don’t ever get busy.
Identity Attack0.10221587
Insult0.4534306
Profanity0.5013569
Threat0.01119791
Severe Toxicity0.02444411
Moderate 0.5885171 Moderate Con 0.415 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Blame it on that NDP loser, Jasmeet Singh
Blame it on that NDP loser, Jasmeet Singh
Identity Attack0.051580742
Insult0.6308392
Profanity0.20916378
Threat0.011275585
Severe Toxicity0.020515325
Moderate 0.52272606 Low Con 0.201 Insult Identity_Assertion
Sep 29, 2025 1 likes IRCC Names India in Study …
This is disgusting, they should keep the images of their Gods that they worship in their temples like other religions do. WHY DO THEY HAVE TO SHOVE IT IN OUR FACES? Why are they bringing …
This is disgusting, they should keep the images of their Gods that they worship in their temples like other religions do. WHY DO THEY HAVE TO SHOVE IT IN OUR FACES? Why are they bringing so much violence into our communities especially the Singhs. Knives and GUNS!! I"m from an immigrant family but my family assimilated... we love Canada and Canadian culture thats why we moved to Canada. I'm a brown girl born so of course i look a but like them. My family has been here for over 70 years , i belong here. Cut down on the mass immigration especially from India .
Identity Attack0.38826546
Insult0.46625584
Profanity0.17706433
Threat0.2836219
Severe Toxicity0.055630904
Moderate 0.47772613 Constructive 0.722 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Enough lgbt enough jeets, singhs and preets. Enough liberals! Get them all out
Enough lgbt enough jeets, singhs and preets. Enough liberals! Get them all out
Identity Attack0.48915586
Insult0.26957804
Profanity0.09389619
Threat0.14327845
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.19
Aug 27, 2025 Why Canadians Are Turning Against …
Good luck but you are bit late…..There is a big difference between Sikh and Khalistani ….Khalistanis are extrimist groups they live along with good Sikhs…. They both wear Turban…this khalistanis thwy Come to canada they …
Good luck but you are bit late…..There is a big difference between Sikh and Khalistani ….Khalistanis are extrimist groups they live along with good Sikhs…. They both wear Turban…this khalistanis thwy Come to canada they fake asylum seekers…recently khalistanis in Canada has attacked Hindu communities in canada and police has done nothing to stop protect them ….they have attacked Hindu Temples and police were just watching them…they also burned down Indian consulate in San Francisco two years back they constantly threatened Indian embassy Indian consulate ambassador….if you think they have just attacked Indian or Hindus they don’t attacked Canadian…but you might be living in delusion they can turn around on actual Canadian also if you think you are red neck they are 10 time more red neck than you …so you are late they are all over places in your Government , they have formed political parties too they are in yoyr country airport security,Government offices,Border security all over so Good luck…There are millions and millions good Sikhs In India who Loves India and serve India too with pride,…just search for Gurupatwant singh pannun he runs khalistanis extrimist movement from your country Canada and also from America
Identity Attack0.48915586
Insult0.37960073
Profanity0.085167445
Threat0.13815513
Severe Toxicity0.02373986
Moderate 0.41168427 Constructive 0.634
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Brampton resident here. It’s a living nightmare. You know why our insurance is the highest in the country? Indians drive drunk. If you are white teenager you cannot find a job unless your last name …
Brampton resident here. It’s a living nightmare. You know why our insurance is the highest in the country? Indians drive drunk. If you are white teenager you cannot find a job unless your last name is Patel or Singh. Most Indians are friendly and I don’t have a problem with them. They come to Brampton because in Punjab they have posters of Brampton on their travel agencies to be among their people. Now the guy on the bike, lmao. Thanks Tyler for making the bike guy our white ambassador. Brampton resident here. It’s a living nightmare. You know why our insurance is the highest in the country? Indians drive drunk. If you are a white teenager, you cannot find a job unless your last name is Patel or Singh. Most Indians are friendly, and I don’t have a problem with them. They come to Brampton because in Punjab, they have posters of Brampton in their travel agencies to be among their people. Now, the guy on the bike, lmao. Thanks, Tyler, for making the bike guy our white ambassador.
Identity Attack0.46028158
Insult0.36537176
Profanity0.20808282
Threat0.02924249
Severe Toxicity0.023223408
Moderate 0.41168427 Constructive 0.712 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
In Europe they are having a Muslim invasion but in Canada we are having a Singh invasion
In Europe they are having a Muslim invasion but in Canada we are having a Singh invasion
Identity Attack0.5051609
Insult0.25205973
Profanity0.114160895
Threat0.019055385
Severe Toxicity0.023076924
Moderate 0.40336934 Low Con 0.21 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Jagmeet Singh brought in his kind and ruined the country!!
Jagmeet Singh brought in his kind and ruined the country!!
Identity Attack0.10221587
Insult0.40420914
Profanity0.10363861
Threat0.07323132
Severe Toxicity0.021419114
Moderate 0.38811707 Low Con 0.247 Unverified_Claim
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
Huge majority of those 'students' from India are exactly like Harjit Singh Nijjar. Fraudulently entered, pro-khalistan activists with murky backgrounds.
Huge majority of those 'students' from India are exactly like Harjit Singh Nijjar. Fraudulently entered, pro-khalistan activists with murky backgrounds.
Identity Attack0.37361985
Insult0.40243408
Profanity0.06596114
Threat0.012958534
Severe Toxicity0.01573815
Moderate 0.37795907 Low Con 0.274
Sep 30, 2025 IRCC Names India in Study …
The NDP is the perfect Petri dishe Singh was called out years in advance for putting his pension ahead of his NDP brethren. "parasite on society" And was willing to lie cheat and steal. No …
The NDP is the perfect Petri dishe Singh was called out years in advance for putting his pension ahead of his NDP brethren. "parasite on society" And was willing to lie cheat and steal. No sense of Urgency Singh could have pulled Off the biggest win in for the NDP but Greed got in Singh way 100 % From Hero with Jack Layton to Zero !! "lost Liberal decade" Pierre Marcel Poilievre for PM asap
Identity Attack0.020882076
Insult0.4596616
Profanity0.07514556
Threat0.009023022
Severe Toxicity0.01083374
Moderate 0.37795907 Moderate Con 0.405 Call_To_Action
Feb 17, 2026 48 likes LILLEY UNLEASHED: The fall of …
The monke is not Singh related its Hindu related two different things one is India and one is Sri Lanka.
The monke is not Singh related its Hindu related two different things one is India and one is Sri Lanka.
Identity Attack0.3817989
Insult0.36709076
Profanity0.18171974
Threat0.012854968
Severe Toxicity0.023076924
Moderate 0.37340668 Low Con 0.257
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in …
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in Canada what it is like trying to find a job, If your last name isn't Singh or Patel good luck to you. Why is it that The Liberal government is letting in over 50% of the immigrants from India compared to the other nations? This is how you get cultural dominance. Immigrants who came to Canada before 2015 really wanted to become Canadian. Now everyone is coming at a fast rate, no one gives a F.
Identity Attack0.36702603
Insult0.27146968
Profanity0.043165036
Threat0.010990778
Severe Toxicity0.017803956
Moderate 0.36095104 Constructive 0.527 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
Jagmeet Singh & India screwed up Canadian Immigration system.
Jagmeet Singh & India screwed up Canadian Immigration system.
Identity Attack0.2331515
Insult0.2735258
Profanity0.26593533
Threat0.009929225
Severe Toxicity0.015092585
Moderate 0.36095104 Low Con 0.156 Policy_Critique
Sep 30, 2025 6 likes IRCC Names India in Study …
And to answer your question from a Canadian 🇨🇦 , we can not stand this infestation , this will go down in the history books as the biggest mistake are country ever made . Literally …
And to answer your question from a Canadian 🇨🇦 , we can not stand this infestation , this will go down in the history books as the biggest mistake are country ever made . Literally picked the slowest shmelliest breed to flood are country with , these guys can’t even handle a job at SINGH HORTONS they struggle to make a double double … never mind drive a car , they are the worst drivers too ffs . We want them all gone now
Identity Attack0.22783615
Insult0.344702
Profanity0.051431753
Threat0.02250864
Severe Toxicity0.015479924
Moderate 0.3389984 Moderate Con 0.323 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Jst tell your family members overseas to change their names to SINGH and BHUPINDER and you can come to canada im so ashamed to be a Canadian,in the 90’s and early 2000’s how hard it …
Jst tell your family members overseas to change their names to SINGH and BHUPINDER and you can come to canada im so ashamed to be a Canadian,in the 90’s and early 2000’s how hard it was to come into this lovely country but now Indians with all these fake abandoned mall colleges and truck driving schools bring everyone from Mumbai and Punjabi province
Identity Attack0.3817989
Insult0.2679134
Profanity0.02973333
Threat0.008686432
Severe Toxicity0.015802706
Moderate 0.3389984 Moderate Con 0.448
Sep 30, 2025 1 likes IRCC Names India in Study …
Enough jeets, singhs and preets. Enough liberals! Get them all out
Enough jeets, singhs and preets. Enough liberals! Get them all out
Identity Attack0.28034934
Insult0.24835461
Profanity0.06596114
Threat0.14802226
Severe Toxicity0.017868511
Moderate 0.3389984 Low Con 0.161
Aug 27, 2025 Why Canadians Are Turning Against …
Yeah it was jagmeet singh zero doubt he was the enabler trudeau needed his support see what happens when you get an indian into parliament espeically leadership role in ndp. I see his smug face …
Yeah it was jagmeet singh zero doubt he was the enabler trudeau needed his support see what happens when you get an indian into parliament espeically leadership role in ndp. I see his smug face when being called out by people so obvious
Identity Attack0.104676254
Insult0.36798462
Profanity0.029888187
Threat0.009540852
Severe Toxicity0.0065231323
Moderate 0.33587718 Moderate Con 0.44 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks to Liberal Party. Corruptions fraud thanks to Mr Trudeau and Singh.
Thanks to Liberal Party. Corruptions fraud thanks to Mr Trudeau and Singh.
Identity Attack0.06385879
Insult0.36798462
Profanity0.022696527
Threat0.008531082
Severe Toxicity0.007209778
Moderate 0.33504707 Low Con 0.186
Sep 29, 2025 IRCC Names India in Study …
Canada is the new Bharat. We need to maintain an open border with India so that we can flood this new land with the wealth of diversity and corruption. Jagmeet Singh was paid millions to …
Canada is the new Bharat. We need to maintain an open border with India so that we can flood this new land with the wealth of diversity and corruption. Jagmeet Singh was paid millions to keep Canada unified. Pakistan wants piece 🔫!!! Next time I come to Canada I must bring at least one servant. Pass the butter chicken, you will only be served if you wear a head dress.
Identity Attack0.24970764
Insult0.26957804
Profanity0.056441884
Threat0.03856628
Severe Toxicity0.014963473
Moderate 0.33338684 Moderate Con 0.353
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
THESE 4 stooges were planted by CCP, Jagmeet Singh and Iran and the 4th one was appointed by former PM Justine Trudy-Singh repersenting the DEI group.
THESE 4 stooges were planted by CCP, Jagmeet Singh and Iran and the 4th one was appointed by former PM Justine Trudy-Singh repersenting the DEI group.
Identity Attack0.06613251
Insult0.36798462
Profanity0.05393682
Threat0.010084574
Severe Toxicity0.006980896
Moderate 0.3302291 Low Con 0.213 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
How Justinder Singh Trudeep literally and single handedly destroyed Canada 😢😢😢😢😢
How Justinder Singh Trudeep literally and single handedly destroyed Canada 😢😢😢😢😢
Identity Attack0.06658725
Insult0.16861114
Profanity0.027137227
Threat0.1284288
Severe Toxicity0.013543231
Moderate 0.3266089 Low Con 0.276 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …

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.