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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

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Active: "There all INDIANS!" 4,309 comments · Page 83 of 173
Indian people that i have met have all been great or good in nature. Problem is they are Indian not Canadian. To many, to fast
Indian people that i have met have all been great or good in nature. Problem is they are Indian not Canadian. To many, to fast
Identity Attack0.46028158
Insult0.16788013
Profanity0.06345607
Threat0.00780612
Severe Toxicity0.016254602
Moderate 0.36867723 Constructive 0.618
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I felt the racism coming through the screen. Using Canada as a "stepping stone" to "sneak into the greatest country on earth" was funny though - it really shows how self-obsessed Americans can be. India …
I felt the racism coming through the screen. Using Canada as a "stepping stone" to "sneak into the greatest country on earth" was funny though - it really shows how self-obsessed Americans can be. India has its problems, but Indians legally migrating to Canada should not be seen as criminals. The visuals used were also very offsetting - when a woman said India is a beautiful country, you showed us dirty Indian roads. We can do that too: show people of Fentanyl and drug overdoses whenever you say "greatest country on earth." Over 40% of Canadian immigrants are economic class immigrants who go through rigorous points-based selection (IRCC, 2023) Indian immigrants to Canada have higher educational attainment than the Canadian average - 52% hold bachelor's degrees or higher compared to 34% of the general population The US has approximately 107,000 drug overdose deaths annually (CDC, 2023), with fentanyl involved in over 70% of cases India-Canada remittances totaled $5.7 billion in 2022, contributing significantly to both economies Indian-Canadians have lower unemployment rates (5.8%) than the national average (5.9%)
Identity Attack0.38318536
Insult0.336253
Profanity0.07967158
Threat0.012647836
Severe Toxicity0.016383713
Moderate 0.36867723 Constructive 0.75 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived …
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived illegally was taken back to India by indian authorities. But illegal Indians thise Canadian Government choose to keep and not handover to India purposely are mystery. And Remember Canada's Anti India group AKA Criminal Sikh Khalistani organisation which is Legally protected, patronised, used by very Canadian political party & Canadian Secret Service agencies to Snub india in geopolitics. Vanadian courts have already convicted these Khalistani Criminals for Bombing Air India Flight in 1983 where 300+ Candian citizens were died. These khalistanis & other ilegal indian immigrant who are willfully protected by canada under the name of Social Religious Freedom & what not. India had already complained to Canada about stop giving political asylum to these criminal groups, end the support to these Sikh Khalistani Criminals who are awaiting Criminal trials in Indian courts. But Canada refused to handover these criminals, many of these who have become Khalistani Drug Cartel Operatives & recruits living in Canada under secret Canadian government protection. And same Khalistani Big drug cartel money goes in to Canadian election funding and to the Canadian Political parties both the Conservative & Liberals are in co hoot with these Indian criminals. Thats why they get free run in Canada. Hense Canadian political parties protect ,shield the Khalistani group members when ever they get into trouble with Canadian Law & enforcement. So Canadian whites are equally responsible for corruption, rampant unchecked immigration of criminals and then its easy for Whites Canadians to blem India & Indians for everything mess they have created in Canada. No White Canadian is questioning RCMP's role in all this mess bcoz white Canadians never want to question their White Canadian Police and how the RCMP police operates ignoring the criminal activities of Immigrants who become drug cartel members and how the hell they get quick easy Canadian Citizenship where as a Legal Skilled immigrant do not get Canadian PR or Citizenship even after putting many efforts and money as fees. Something Rot is Cookin in Canada and it Smells bad....😢😢
Identity Attack0.4139151
Insult0.26957804
Profanity0.049427703
Threat0.011612174
Severe Toxicity0.018126737
Moderate 0.36867723 Constructive 0.504 Unverified_Claim
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Poonjabi are not indians they want khalistan in cannada 😂😂😂
Poonjabi are not indians they want khalistan in cannada 😂😂😂
Identity Attack0.43256098
Insult0.29855028
Profanity0.10920923
Threat0.03165977
Severe Toxicity0.023076924
Moderate 0.36867723 Low Con 0.132 Unverified_Claim
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
now whites know how the indians felt about them coming here!
now whites know how the indians felt about them coming here!
Identity Attack0.44690517
Insult0.12702756
Profanity0.12991914
Threat0.012078222
Severe Toxicity0.018191293
Moderate 0.36867723 Low Con 0.237 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The older whites in Brampton seem to be blaming others because they failed in life. Anyone in Brampton knows a lot of the whites are on drugs in the downtown area. People started getting annoyed …
The older whites in Brampton seem to be blaming others because they failed in life. Anyone in Brampton knows a lot of the whites are on drugs in the downtown area. People started getting annoyed about Brampton when the international student boom happened. This is different from families settling or people starting families. Young students who are basically poor and desperate take up all the jobs and they pack so much into one house. Indian international students have ruined Indian reputation in Canada. Indians figured how to game the system and flood Canada better than other nationalities. And it’s true they do not integrate. They leave their land and come to a place where it’s just like home. Where they can live work, and go to school and not interact with any other race, ethnicity probably can go weeks without speaking English. Chinese have similar places like this but they’re not frowned upon.
Identity Attack0.42615733
Insult0.26957804
Profanity0.11539881
Threat0.015947454
Severe Toxicity0.017997624
Moderate 0.36867723 Constructive 0.605 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Sikhs talked about humanity and helping but they don't help to anyone other than Sikh community even they don't help other Indians forgot about white people.
Sikhs talked about humanity and helping but they don't help to anyone other than Sikh community even they don't help other Indians forgot about white people.
Identity Attack0.44690517
Insult0.16861114
Profanity0.09195647
Threat0.011715741
Severe Toxicity0.017481172
Moderate 0.36867723 Moderate Con 0.395
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They are not indians, most of them is wanted terrios*, indian govt will be happy to take them back, only 10% is genuine immigrant, rest belong to terriost organization called Khalista* which is openly supported …
They are not indians, most of them is wanted terrios*, indian govt will be happy to take them back, only 10% is genuine immigrant, rest belong to terriost organization called Khalista* which is openly supported by Canadian Government
Identity Attack0.43896464
Insult0.24928534
Profanity0.06044999
Threat0.012492486
Severe Toxicity0.019611536
Moderate 0.36867723 Moderate Con 0.303
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Pretty bad when indians are saying there's to many indians 😂
Pretty bad when indians are saying there's to many indians 😂
Identity Attack0.40713623
Insult0.14874944
Profanity0.12727508
Threat0.010887212
Severe Toxicity0.018384963
Moderate 0.36867723 Low Con 0.222 Humor_Satire
Feb 6, 2026 1,616 likes Inside Canada's Indian Invasion...
Just (Indian) ppl that want to smoke some weed. Of course they are happy and friendly 😅
Just (Indian) ppl that want to smoke some weed. Of course they are happy and friendly 😅
Identity Attack0.39773783
Insult0.19500497
Profanity0.15107171
Threat0.053007595
Severe Toxicity0.023076924
Moderate 0.36867723 Moderate Con 0.352 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The irony is that the people clowning the Indians for migrating aren’t even native in their own countries themselves 😂
The irony is that the people clowning the Indians for migrating aren’t even native in their own countries themselves 😂
Identity Attack0.38208112
Insult0.26957804
Profanity0.10178173
Threat0.0089712385
Severe Toxicity0.015092585
Moderate 0.3666224 Low Con 0.248 Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
You can't say every Indian there are robbing. My niece moved to Canada as a student, studied there 6 yrs works in as a software engineer.
You can't say every Indian there are robbing. My niece moved to Canada as a student, studied there 6 yrs works in as a software engineer.
Identity Attack0.4054415
Insult0.26957804
Profanity0.08613731
Threat0.008375733
Severe Toxicity0.011978149
Moderate 0.3666224 Constructive 0.681 Personal_Narrative
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Well how do you expect the issue to be resolved when the ircc is employing predominantly indian people. It's clear india is disproportionately causing the problems
Well how do you expect the issue to be resolved when the ircc is employing predominantly indian people. It's clear india is disproportionately causing the problems
Identity Attack0.4508763
Insult0.16897665
Profanity0.07223598
Threat0.011223801
Severe Toxicity0.018836858
Moderate 0.3666224 Moderate Con 0.316
Sep 29, 2025 IRCC Names India in Study …
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay …
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay there, as simple as that, and it is strange how Canada is ruined by Punjabis, sikh terrorists in particular, as you can see all these are Punjabi sikh families, yet the hate is given to Indians and specifically to Hindus. I am not defending HINDUS here; there have been incidents where HINDUS have done things worthy of backlash, and they should be deported as well for their absolute religious stupidity, but why target only a specific religion and not the one that has done much worse, like literally being involved in criminal activities and notorious for it not only in Canada but in India as well? Exploited every policy and turned a Canadian city into its own home state city, and then felt proud of it in Indian podcasts: "yeah, Brampton feels like Punjab only."🤡 says a glorified ignorant Punjabi singer.
Identity Attack0.44690517
Insult0.26957804
Profanity0.0715894
Threat0.02181799
Severe Toxicity0.01986976
Moderate 0.3666224 Constructive 0.64
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
So basically they are saying that indians are good people but still they don't want them there
So basically they are saying that indians are good people but still they don't want them there
Identity Attack0.45610145
Insult0.13969865
Profanity0.11230402
Threat0.012233571
Severe Toxicity0.022193791
Moderate 0.3666224 Low Con 0.267 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
I hope England close the door to Canada Indians..
I hope England close the door to Canada Indians..
Identity Attack0.44690517
Insult0.14874944
Profanity0.04516909
Threat0.050098058
Severe Toxicity0.017868511
Moderate 0.3666224 Moderate Con 0.338 Fear_Threat
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I would still prefer Indians practicing Hinduism, than those people from Islamic countries..
I would still prefer Indians practicing Hinduism, than those people from Islamic countries..
Identity Attack0.46028158
Insult0.11464815
Profanity0.066963166
Threat0.008712323
Severe Toxicity0.015673593
Moderate 0.3666224 Moderate Con 0.35 Identity_Assertion
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
South side of Edmonton Alberta is like this too. I hate it how indian ppl say they built Canada but like if they built Canada how come they cant build india better?
South side of Edmonton Alberta is like this too. I hate it how indian ppl say they built Canada but like if they built Canada how come they cant build india better?
Identity Attack0.44690517
Insult0.16883044
Profanity0.08807703
Threat0.008686432
Severe Toxicity0.014188796
Moderate 0.3666224 Moderate Con 0.477 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The Chinese people have a nickname for the Indians. That nickname is: "Ah San", which roughly means Hooligans.
The Chinese people have a nickname for the Indians. That nickname is: "Ah San", which roughly means Hooligans.
Identity Attack0.39334553
Insult0.26957804
Profanity0.12991914
Threat0.012803185
Severe Toxicity0.02116089
Moderate 0.3666224 Moderate Con 0.318 Identity_Assertion
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This is what Ive been waiting for, B town baby. I am an indian and am not at all proud of people leaving their own country to go be treated like dogs in other countries. …
This is what Ive been waiting for, B town baby. I am an indian and am not at all proud of people leaving their own country to go be treated like dogs in other countries. All the punjabis and sindhis want to go to canada. Thx for making the vid. I will share with my ex classmates who work at gas stations lol.
Identity Attack0.38185352
Insult0.27558193
Profanity0.13785136
Threat0.026479885
Severe Toxicity0.02296847
Moderate 0.3666224 Constructive 0.634
Jan 27, 2026 Inside Canada's Indian Invasion...
I don't like sitting in my lounge and hear east Indian language
I don't like sitting in my lounge and hear east Indian language
Identity Attack0.44690517
Insult0.08533409
Profanity0.10425757
Threat0.0104988385
Severe Toxicity0.018191293
Moderate 0.3666224 Moderate Con 0.383
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Indians are Better than Somalis though. I don’t mind India’s and Asians. They actually contribute
Indians are Better than Somalis though. I don’t mind India’s and Asians. They actually contribute
Identity Attack0.4508763
Insult0.17610447
Profanity0.10363861
Threat0.010731863
Severe Toxicity0.023076924
Moderate 0.3666224 Moderate Con 0.338 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I am Indian (only ethnical not national) who got a job in Canada after doing my engineering degree from Singapore (my country). I chose Canada because it is cold, big and very unpopulated. But now …
I am Indian (only ethnical not national) who got a job in Canada after doing my engineering degree from Singapore (my country). I chose Canada because it is cold, big and very unpopulated. But now i left because too many competition and no more the peace. I hated populations.
Identity Attack0.39677486
Insult0.21836096
Profanity0.082581155
Threat0.011974656
Severe Toxicity0.014253352
Moderate 0.3666224 Constructive 0.657 Personal_Narrative
Feb 7, 2026 Inside Canada's Indian Invasion...
Indians could be no 1 in fraud
Indians could be no 1 in fraud
Identity Attack0.40447855
Insult0.24171697
Profanity0.10920923
Threat0.010369381
Severe Toxicity0.019095084
Moderate 0.3666224 Low Con 0.214 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
CANADA IS THE NEW STATE OF INDIA!!!! WE WILL ALL BECOME INDIANS ONE DAY!!!!!!!
CANADA IS THE NEW STATE OF INDIA!!!! WE WILL ALL BECOME INDIANS ONE DAY!!!!!!!
Identity Attack0.38699543
Insult0.15627414
Profanity0.0684662
Threat0.018192071
Severe Toxicity0.023076924
Moderate 0.3666224 Moderate Con 0.31
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)

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.