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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: "In India, there is no …" 2,270 comments · Page 83 of 91
I visited Toronto last year and I legit thought I was in India.
I visited Toronto last year and I legit thought I was in India.
Identity Attack0.057037655
Insult0.019354604
Profanity0.01846078
Threat0.007145886
Severe Toxicity0.0023269653
Low Tox 0.06896287 Moderate Con 0.408 Comparative_Framing
Jan 29, 2026 738 likes Inside Canada's Indian Invasion...
As a Canadian and an Ontarian, this is getting out of hand. It’s turning into India v2
As a Canadian and an Ontarian, this is getting out of hand. It’s turning into India v2
Identity Attack0.04435511
Insult0.02283525
Profanity0.014839902
Threat0.0072235605
Severe Toxicity0.0020599365
Low Tox 0.06896287 Moderate Con 0.401 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
No this is Canada not India , please understand the difference?
No this is Canada not India , please understand the difference?
Identity Attack0.04512853
Insult0.020966014
Profanity0.0108774295
Threat0.0059937127
Severe Toxicity0.0016784668
Low Tox 0.06896287 Moderate Con 0.306 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
india warned them not to allow because of the khalistan, but for votes Justin Trudeau did things
india warned them not to allow because of the khalistan, but for votes Justin Trudeau did things
Identity Attack0.050443888
Insult0.02122384
Profanity0.012995303
Threat0.007935578
Severe Toxicity0.0019073486
Low Tox 0.06896287 Low Con 0.218 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Everyone is contradicting every one else... it's a boom, it's a recession, they work for cash, they don't ... it's easier in Canada, it's easier in India... 😊
Everyone is contradicting every one else... it's a boom, it's a recession, they work for cash, they don't ... it's easier in Canada, it's easier in India... 😊
Identity Attack0.031980325
Insult0.025929155
Profanity0.012107162
Threat0.0059937127
Severe Toxicity0.0014400482
Low Tox 0.06817148 Moderate Con 0.407 Humor_Satire
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Well I can’t hire Mike and Matt because I have to hire Manjeet and Manpreet first from India.
Well I can’t hire Mike and Matt because I have to hire Manjeet and Manpreet first from India.
Identity Attack0.04693319
Insult0.020901557
Profanity0.014976538
Threat0.0078449575
Severe Toxicity0.0020503998
Low Tox 0.067380086 Moderate Con 0.361 Unverified_Claim
Oct 26, 2025 IRCC Names India in Study …
India has two billion people. They can send one-hundred million to the United States and one-hundred million to Canada
India has two billion people. They can send one-hundred million to the United States and one-hundred million to Canada
Identity Attack0.048737846
Insult0.01617693
Profanity0.014634945
Threat0.009411395
Severe Toxicity0.0025558472
Low Tox 0.067380086 Low Con 0.212 Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Well its not really India, its more like Punjab!
Well its not really India, its more like Punjab!
Identity Attack0.05089863
Insult0.019870255
Profanity0.026590679
Threat0.007974415
Severe Toxicity0.0032997131
Low Tox 0.067380086 Low Con 0.215
Jan 27, 2026 Inside Canada's Indian Invasion...
Khalistan will not Just be in India. It will be in every country in the world.
Khalistan will not Just be in India. It will be in every country in the world.
Identity Attack0.050216515
Insult0.014504919
Profanity0.019758832
Threat0.012078222
Severe Toxicity0.003528595
Low Tox 0.0665887 Low Con 0.214
Jan 27, 2026 Inside Canada's Indian Invasion...
Why - population explosion in India
Why - population explosion in India
Identity Attack0.04332388
Insult0.015720926
Profanity0.022149978
Threat0.012854968
Severe Toxicity0.0032806396
Low Tox 0.0665887 Low Con 0.213
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank …
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank $200,000 of hard earned money into the Canadian Education system — Not as a fast track gimmick to immigrate, but so I could achieve my dream as a Game Developer. This money was family income, earned on 1/4th the salary, taking 4x longer to save. I was a great privileged to me. Today 15 years later, no one would ever think I'm from India. I sound Canadian, I behave Canadian, I have Canadian values, and I am Canadian. I came here because I loved Canada. I would watch hours upon hours of indigenous history, and on my Citizenship day, I watched Juno Beach to celebrate. However I must say this... I suffered through s*icidal depression here for 8 years, because I had far less leverage here than in a developing country, and it's really telling what sort of situation we're all in... Rent caps in Canada were removed... The housing market was open to foreign investors / and real estate monopolies with a 20% year-on-year rise... Rents went from 1000$ to 2100$ MINIMUM for a 1 bedroom through Trudeau's term and the govt said "It's not a federal responsibility"... Auto insurance is like 2.5-3.5k a year in Ontario and if you get a dent, you pay a deductable... I was quoted 8500$ for two wisdom teeth surgeries while it costed me 260$ abroad... During Covid - property owners, banks, and grocery stores exploited our misery and made record profits!... The govt stopped filtering through it's immigrants with "interviews", and it's operating like a scam — "Bring all your foreign money, convert it to CAD, and keep our GDP stable.. while we neither have the infrastructure, nor the job market to support these numbers". I think some accountability is due... these issues are "symptoms", not the problem — The problem is our Liberal govt / policies, and our wonderful voting body who voted Liberal term after term after term while complaining. Why does this govt safeguard extremism, foreign politics, foreign separatism? Khalistanis are as much of a threat / nuance to India than it is to Canada, but in Canada they actually have a unrestricted platform. Instead of resenting immigrants, we need to start resenting how mismanaged Canada is by our govt, and hold our voting body accountable. We had a chance to vote differently, but once again a repackaged and rebranded Liberal term. Because my ethnicity is Indian, I've become an object of collective resentment / hatred, and I don't think that's fair.. Please direct it at your vote, and govt level policies. Why should I (and other's like me) be crucified with the sins of other immigrants? It's like hating all your neighbors in a burning building, when the management has been lighting the fire.
Identity Attack0.026810925
Insult0.027218282
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0024795532
Low Tox 0.0665887 Constructive 0.817 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
I were to live in India as a Indian i would like to move to canada
I were to live in India as a Indian i would like to move to canada
Identity Attack0.053854458
Insult0.016632931
Profanity0.02030538
Threat0.007974415
Severe Toxicity0.002708435
Low Tox 0.0665887 Moderate Con 0.411 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
India bought him.
India bought him.
Identity Attack0.034042787
Insult0.019741343
Profanity0.020578653
Threat0.012699619
Severe Toxicity0.0023555756
Low Tox 0.06579731 Moderate Con 0.303 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what he was doing teaching at a community college, I'm not sure). He immigrated from India sometime in the 70's, I think, and sometimes told us stories about how he'd never seen electricity until he was well into adulthood. This was at the early stages of Indian mass immigration to the province, but the international students were already becoming a known problem in the school. They never spoke to anyone else, hung out in big groups together on campus, I swear most of them couldn't even speak English. They constantly cheated on everything and shared answers, I heard like 7 of them got failed for submitting identical lab reports one time. Most people knew they were a problem, but no one was comfortable saying anything. Except the Indian professor. He would publicly call them out for shit in class, berate them, shit talk them openly to other students. I've literally never seen anyone more angry about those Indian students than that Indian professor. It's not hard to see why, he busted his ass to immigrate to Canada, get work and get into a good university. He completed a doctorate, for Christ's sake. He didn't see a street light until he was 25, and worked his way to the bleeding edge of digital science. Now there's a bunch of lazy assholes invited in by the government brazenly trying to cheat their way to a degree in his goddamn class. I'd crash out too.
Identity Attack0.04796442
Insult0.025800243
Profanity0.018597418
Threat0.007793174
Severe Toxicity0.002193451
Low Tox 0.06579731 Constructive 0.707 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
Good balanced journalism. It showed the divide not just between those from india and others in Canada but the acceptance and community. There are those that are taking advantage while there are many that are …
Good balanced journalism. It showed the divide not just between those from india and others in Canada but the acceptance and community. There are those that are taking advantage while there are many that are productive and positive members of the community. The one common agreed upon idea is that canadian immigration needs to be tightened up so the posative people can get in and the people who would take advantage of or be criminals are kept outno matter what country they come from.
Identity Attack0.035847444
Insult0.025929155
Profanity0.010689554
Threat0.006809296
Severe Toxicity0.0014686584
Low Tox 0.06579731 Constructive 0.796 Policy_Critique
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
📖 Rapid Indian Immigration in Canadian Cities (0:00 - 2:10) ├─ 0:00 Racism and Stereotypes Against Indian Immigrants ├─ 0:32 Mass Migration of Indian Immigrants to Canada ├─ 1:00 Human Smuggling and Immigration Issues └─ …
📖 Rapid Indian Immigration in Canadian Cities (0:00 - 2:10) ├─ 0:00 Racism and Stereotypes Against Indian Immigrants ├─ 0:32 Mass Migration of Indian Immigrants to Canada ├─ 1:00 Human Smuggling and Immigration Issues └─ 1:50 Immigration and Cultural Assimilation in Canada 📖 Impact of Indian Immigration on Local Communities (2:10 - 3:20) └─ 2:10 Impact of Indian Immigration on Local Communities 📖 Racial Tensions and Demographic Changes in Bmpton (3:20 - 4:38) ├─ 3:20 Racial Diversity and Demographic Changes └─ 3:58 Racial Tensions and Experiences in Multicultural Settings 📖 Racism and Xenophobia in Canadian Communities (4:38 - 6:09) ├─ 4:38 Racism and Xenophobia in Canadian Communities ├─ 5:14 Negative Views on Immigration and Cultural Differences └─ 5:49 Consequences of Demographic Replacement in Bmpton 📖 Driving Habits and Road Safety Concerns (6:09 - 7:30) ├─ 6:09 Distracted and Aggressive Driving in Canada ├─ 6:43 Poor Driving Habits in Canada └─ 7:04 Distracted Driving in Bmpton Residents 📖 Indian Immigration and Economic Impact (7:30 - 8:48) ├─ 7:30 Immigrant Experiences in Canada's Indian Community └─ 8:17 Rise of Ethnic Nationalism in Canada 📖 Hanuman Symbolism in Multicultural Communities (8:48 - 10:25) ├─ 8:48 Canada's Changing Demographics and Cultural Symbols ├─ 9:29 Earning Money through Mobile Games └─ 9:58 Making Money with Mobile Apps 📖 Punjabi Independence Movement and Human Smuggling (10:25 - 11:46) ├─ 10:25 Punjab Independence Movement and Kalistan ├─ 10:50 India's Economic and Political Challenges └─ 11:13 Human Smuggling Across the Canada-US Border 📖 Human Trafficking Sting Operation Setup (11:46 - 13:34) ├─ 11:46 Arranging a Pickup for Human Trafficking ├─ 12:20 Human Trafficking Sting Operation Risks and Preparations └─ 12:50 Human Trafficking and Kidnapping Fears and Preparations 📖 Human Trafficking through Student Visa Scams (13:34 - 14:49) 📖 Crossing the US-Canada Border Illegally (14:49 - 16:56) ├─ 14:49 Crossing the US-Canada Border Illegally ├─ 15:20 Crossing the Canadian Border Anxieties ├─ 15:50 Traveling to Canada in Winter └─ 16:18 Phone Theft and Harassment Tactics 📖 Crossing the Border Illegally with a Smuggler (16:56 - 18:21) ├─ 16:56 Crossing the Border Illegally in Canada ├─ 17:29 Smuggling Items Past Border Patrol └─ 17:53 Safety Concerns in Traveling to Canada 📖 Human Smuggling Operation in Canada (18:21 - 22:02) ├─ 18:21 Crossing the Border Illegally with Smugglers ├─ 19:04 Emergency Preparations and Safe Houses └─ 19:45 Human Smuggling Operations in Canada Exposed
Identity Attack0.06249457
Insult0.02212623
Profanity0.019690514
Threat0.0104988385
Severe Toxicity0.005302429
Low Tox 0.06500591 Constructive 0.543
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Just because Columbus thought North America was India doesn’t mean it should become it
Just because Columbus thought North America was India doesn’t mean it should become it
Identity Attack0.051353373
Insult0.01890341
Profanity0.020442016
Threat0.007301235
Severe Toxicity0.0022888184
Low Tox 0.06500591 Low Con 0.163 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
India has the largest population in the world fyi. They should've asked which college students are the most noncompliant
India has the largest population in the world fyi. They should've asked which college students are the most noncompliant
Identity Attack0.04048799
Insult0.023028618
Profanity0.020510335
Threat0.0071199946
Severe Toxicity0.0017642975
Low Tox 0.06500591 Moderate Con 0.331
Oct 1, 2025 IRCC Names India in Study …
Punjab??? Why don't they say INDIA???
Punjab??? Why don't they say INDIA???
Identity Attack0.047706615
Insult0.018129934
Profanity0.020920247
Threat0.0076119336
Severe Toxicity0.0028800964
Low Tox 0.06381883 Low Con 0.264 Identity_Assertion
Feb 20, 2026 1 likes Inside Canada's Indian Invasion...
Almost all of them just enrolled in Canada not really to study, but to use Canada as a pathway to cross into the US, which is why they disappear after enrolling in school. That’s the …
Almost all of them just enrolled in Canada not really to study, but to use Canada as a pathway to cross into the US, which is why they disappear after enrolling in school. That’s the kind of moves people from INDIA’s make.
Identity Attack0.045901958
Insult0.022061773
Profanity0.012175481
Threat0.006602164
Severe Toxicity0.0016498566
Low Tox 0.06381883 Moderate Con 0.407 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
I think the majority of students from India are using study permits as a way to circumvent going through regular immigration channels.
I think the majority of students from India are using study permits as a way to circumvent going through regular immigration channels.
Identity Attack0.055673428
Insult0.017872108
Profanity0.019075647
Threat0.0074048014
Severe Toxicity0.002155304
Low Tox 0.063027434 Moderate Con 0.43
Oct 7, 2025 IRCC Names India in Study …
Based on the number of people from India driving around New Brunswick with vehicles displaying Ontario plates, I would say a great number of those missing students are living here now.
Based on the number of people from India driving around New Brunswick with vehicles displaying Ontario plates, I would say a great number of those missing students are living here now.
Identity Attack0.04512853
Insult0.0198058
Profanity0.012175481
Threat0.006874025
Severe Toxicity0.0016784668
Low Tox 0.063027434 Constructive 0.631
Sep 28, 2025 173 likes IRCC Names India in Study …
Inside New Indias Metropolis. There is no more Canada
Inside New Indias Metropolis. There is no more Canada
Identity Attack0.0440973
Insult0.017356457
Profanity0.011902207
Threat0.0076507707
Severe Toxicity0.0020694733
Low Tox 0.063027434 Low Con 0.262
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
why are they coming here to begin with India is a democracy ,
why are they coming here to begin with India is a democracy ,
Identity Attack0.039972372
Insult0.018710041
Profanity0.018119188
Threat0.008077981
Severe Toxicity0.0025177002
Low Tox 0.06263174 Low Con 0.268
Aug 29, 2025 Why Canadians Are Turning Against …
As an Indian I understand what Canadians are going through.Indians behave your self .You should represent India by supporting their system not changing their system 😢. I support the views of Canada. I Support from …
As an Indian I understand what Canadians are going through.Indians behave your self .You should represent India by supporting their system not changing their system 😢. I support the views of Canada. I Support from India
Identity Attack0.052035484
Insult0.018838953
Profanity0.013917602
Threat0.007353018
Severe Toxicity0.0019264221
Low Tox 0.061444655 Constructive 0.634 Personal_Narrative
Nov 1, 2025 1 likes Why Canadians Are Turning Against …

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.