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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: "I am just waiting for …" 300 comments · Page 7 of 12
Can’t wait to see those Gotti statues torn down!!!
Can’t wait to see those Gotti statues torn down!!!
Identity Attack0.025002124
Insult0.02982438
Profanity0.022423252
Threat0.07246469
Severe Toxicity0.005302429
Low Tox 0.13561769 Low Con 0.239 Humor_Satire
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
It will be good to cut all the system abusers, they got everything free like medical, education, child care, etc. We taxpayers have no medical system available, we have to wait in line.
It will be good to cut all the system abusers, they got everything free like medical, education, child care, etc. We taxpayers have no medical system available, we have to wait in line.
Identity Attack0.011099357
Insult0.05203446
Profanity0.016411226
Threat0.044278983
Severe Toxicity0.0038337708
Low Tox 0.13214645 Moderate Con 0.443 Economic_Argument
Nov 21, 2025 141 likes Quebec Ends Economic Immigration Program …
Wait til you go to central California it’s all India
Wait til you go to central California it’s all India
Identity Attack0.105836816
Insult0.029053112
Profanity0.025087673
Threat0.009825659
Severe Toxicity0.005531311
Low Tox 0.1269396 Low Con 0.26 Fear_Threat
Feb 4, 2026 Inside Canada's Indian Invasion...
Wait for shariah law being applied at your neighborhood
Wait for shariah law being applied at your neighborhood
Identity Attack0.09576365
Insult0.022512967
Profanity0.018665737
Threat0.010938995
Severe Toxicity0.0048828125
Low Tox 0.12520397 Low Con 0.173
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Canada's Immigration Crisis: Prioritizing National Interests Over Uncontrolled Influx from India The Government of Canada must immediately pause all new immigration from India until systemic abuses are fixed. This is not xenophobia—it is evidence-based policy …
Canada's Immigration Crisis: Prioritizing National Interests Over Uncontrolled Influx from India The Government of Canada must immediately pause all new immigration from India until systemic abuses are fixed. This is not xenophobia—it is evidence-based policy to protect Canadian jobs, housing, healthcare, and social cohesion from documented exploitation. 1. Failure to Assimilate: Parallel Societies Indian newcomers are building insulated communities rather than integrating: Enrolling children in private ethnic schools that teach Punjabi/Gujarati/Hindi first, Canadian history second. Erecting religious/cultural statues (e.g., Sikh soldiers, Hindu deities) that symbolize India, not Canada. Hiring almost exclusively within their networks—creating ethnic enclaves in Brampton, Surrey, and Abbotsford. Result: Two-tier citizenship where one group opts out of shared Canadian identity. 2. Systematic Fraud & Loophole Exploitation IRCC data shows India as the #1 source of immigration fraud: Diploma mills: Over 100 Punjab-based “colleges” exist solely to sell student visas. Graduates demand PR after 6–12 months of attendance. Staffing note: Many of these fake schools hire only Indian instructors and administrators. Chain migration: One student sponsors parents → parents sponsor siblings → endless loop. Elderly parents (65+) arrive with zero tax history yet access free healthcare and OAS/GIS top-ups. Driver’s license fraud: Punjabi-language road tests in India allegedly purchased for $500–$1,000; new arrivals cause chaos on GTA roads. Leadership capture: IRCC Regional Director – Harpreet Kochhar Deputy Minister (Citizenship) – Pemi Gill Director of Fraud Detection – Aiesha Zafar → 79,000+ “lost” Indian files (2024 Auditor General report). Demand their removal for incompetence and conflict of interest. 3. Healthcare & Professional Capture: Profit-Driven Abuse Indian-trained professionals now dominate key sectors and prioritize their own community: Veterinarians & physicians: Order excessive tests (MRIs, blood panels, ultrasounds) on healthy pets/patients to inflate billings. Ontario Veterinary College audits (2023) show Indian-owned clinics average 3.2× more procedures per visit than Canadian peers. Hospital wait-list manipulation: Indian-descended administrators in GTA hospitals (e.g., Brampton Civic, William Osler) fast-track Indian patients via “family referrals,” pushing Canadians to 12–18 month delays for knee/hip replacements. Pharmacy chains: Indian-owned Shoppers Drug Mart franchises in Peel Region refuse to hire non-Indian pharmacists; staff counsel Indian patients to stockpile free meds under Trillium Drug Program. Result: Canadians pay taxes for a system that now serves insiders first. 4. Housing & Resource Monopoly Real-estate bidding rings: Indian investor groups (often 8–12 families pooling funds) outbid Canadian first-time buyers by 20–40 % in Brampton, Mississauga, and Surrey. CMHC data (2024): 62 % of multiple-offer wins in these cities involve Indian surnames. Illegal basement suites: 40,000+ unpermitted units in Peel Region—90 %+ rented exclusively to Indian students/newcomers, bypassing fire codes and municipal taxes. Food-bank abuse: Brampton food banks report 75 % of users are Indian international students with $60 k tuition-paid status—yet eligible for free groceries while Canadian seniors are turned away. 5. Unsustainable Strain on Resources Birth rates: Indian-Canadian fertility ~2.8 vs national 1.4 (StatsCan 2023). Strategic demographic expansion drains schools, maternity wards, and child-tax benefits. Job displacement: Nepotism in trucking, security, and hospitality pushes Canadian-born workers aside. Example: Tim Hortons franchises in Peel Region—90 % Indian staff, zero ads on Indeed. Welfare despite employment: PGWP holders earn $18–22/hr in cash-heavy roles yet qualify for GST/HST credits and Ontario Trillium Benefit. 6. Imported Crime & Work Ethic Issues Gang violence: Brampton/Surrey now rival Toronto for Indo-Canadian gang shootings (Peel Police 2024). Fraud rings: $2 B+ in CESTB/CEBA scams traced to Punjab call centres. Workplace corners-cutting: Health Canada inspections cite Indian-owned pharmacies for fake prescriptions; MTO flags Indian-heavy trucking firms for log-book fraud. Immediate Policy Demands 180-day moratorium on all Indian visas (study, work, visitor). Close 150+ diploma mills; revoke licences of agents in Punjab/Chandigarh. End parental sponsorship for anyone over 55 with <10 years Canadian tax residency. Mandate public-school enrollment for all PR children; no public funding for ethnic private schools. Fire & replace Kochhar, Gill, Zafar—appoint independent auditors. PR points overhaul: Minimum 5 years continuous skilled work + CLB 9 English + clean police record. Healthcare audit: Cap billing per patient; random audits of Indian-owned clinics/hospitals. Housing registry: Ban cash offers >10 % above asking; require proof of 5-year Canadian income for multiple-property purchases. Canadians citizens who contributed and work hard to built this country must be prioritize. Full stop! The evidence is public, parliamentary, and police-reported. Ignore the “racism” label—protect the country before these Indians takeover completely takes over Canada.
Identity Attack0.10699738
Insult0.037980765
Profanity0.014225035
Threat0.008272167
Severe Toxicity0.0035095215
Low Tox 0.12520397 Constructive 0.581
Oct 29, 2025 Why Canadians Are Turning Against …
12:53 "bought a knife at the gas station to protect myself" You've got to say you have it for work or something, Canadians are not allowed to protect themselves with anything but a whistle or …
12:53 "bought a knife at the gas station to protect myself" You've got to say you have it for work or something, Canadians are not allowed to protect themselves with anything but a whistle or screaming while they wait for 911 to send someone.
Identity Attack0.06158508
Insult0.030375287
Profanity0.013849284
Threat0.04098356
Severe Toxicity0.0049972534
Low Tox 0.123468354 Moderate Con 0.404 Policy_Critique
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
IVE BEEN WAITING FOR THIS VID FOR SO LONG OMG I LIVE LEGIT RIGHT BESIDE BRAMPTON
IVE BEEN WAITING FOR THIS VID FOR SO LONG OMG I LIVE LEGIT RIGHT BESIDE BRAMPTON
Identity Attack0.011099357
Insult0.021546122
Profanity0.07482228
Threat0.013321015
Severe Toxicity0.008506775
Low Tox 0.11912931 Moderate Con 0.324 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Wait till you see what they do to cows and monkeys
Wait till you see what they do to cows and monkeys
Identity Attack0.010137413
Insult0.04149419
Profanity0.047173142
Threat0.01750142
Severe Toxicity0.004463196
Low Tox 0.11912931 Low Con 0.194
Jan 27, 2026 Inside Canada's Indian Invasion...
USA! USA!! wait, what? CANADIA? CANADIANS
USA! USA!! wait, what? CANADIA? CANADIANS
Identity Attack0.10221587
Insult0.02567133
Profanity0.018119188
Threat0.007314181
Severe Toxicity0.004272461
Low Tox 0.115658075 Low Con 0.266 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Inside Canada's European Invasion - oh wait - colonialism.
Inside Canada's European Invasion - oh wait - colonialism.
Identity Attack0.07673789
Insult0.033239998
Profanity0.013234417
Threat0.006977591
Severe Toxicity0.0033569336
Low Tox 0.11479026 Low Con 0.171 Humor_Satire
Feb 23, 2026 Inside Canada's Indian Invasion...
4:29 too advocate for this man. Went to a KFC with all "immigrant workers, and we did a mobile order and went in shortly after only to wait 30 minutes whilst watching over 5 seperate …
4:29 too advocate for this man. Went to a KFC with all "immigrant workers, and we did a mobile order and went in shortly after only to wait 30 minutes whilst watching over 5 seperate "immigrant friends" come in talk, WHILE they do their orders, and then get served immediately.
Identity Attack0.10221587
Insult0.031256735
Profanity0.014054239
Threat0.007793174
Severe Toxicity0.0026512146
Low Tox 0.11479026 Constructive 0.752 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I am Canadian.... WAIT!!!! I am FROSTBACKASTANI... I am a native to this land, my family and ancestors have wonder this land for Tens of thousands of years, we are the real minority in our …
I am Canadian.... WAIT!!!! I am FROSTBACKASTANI... I am a native to this land, my family and ancestors have wonder this land for Tens of thousands of years, we are the real minority in our own land!!
Identity Attack0.08087392
Insult0.02657372
Profanity0.017299367
Threat0.0065115434
Severe Toxicity0.0035858154
Low Tox 0.11398677 Constructive 0.559 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I cant wait until all of Canada is India 🙏🏾
I cant wait until all of Canada is India 🙏🏾
Identity Attack0.10221587
Insult0.028832749
Profanity0.018187506
Threat0.010964886
Severe Toxicity0.005683899
Low Tox 0.11378009 Moderate Con 0.404 Identity_Assertion
Oct 17, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
2:00 wait... But he's not completely anti-immigration like I've heard during elections... It's an unfortunate situation but I do agree with him. Immigration is good but you have to keep in mind how many immigrants …
2:00 wait... But he's not completely anti-immigration like I've heard during elections... It's an unfortunate situation but I do agree with him. Immigration is good but you have to keep in mind how many immigrants you can wellcome as a country. p.s: I'm Romanian
Identity Attack0.09659086
Insult0.0233509
Profanity0.024267852
Threat0.00789674
Severe Toxicity0.0031089783
Low Tox 0.112436704 Constructive 0.776 Economic_Argument
Feb 11, 2026 6 likes Canada's tighter immigration policy divides …
Can't wait for trump to annex all of this country
Can't wait for trump to annex all of this country
Identity Attack0.016963007
Insult0.025800243
Profanity0.01627459
Threat0.02682521
Severe Toxicity0.0032043457
Low Tox 0.112333365 Low Con 0.217 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
You keep talking about respect the canadian culture or way of life but you haven’t mentioned anything about it. Is the Canadian culture somehow involves you live by yourself or with your partner, go to …
You keep talking about respect the canadian culture or way of life but you haven’t mentioned anything about it. Is the Canadian culture somehow involves you live by yourself or with your partner, go to work, then meet at the tavern, then at the weekend you go to a restaurant? And then what? Wait to die? Is this really a culture? And you want people to adapt this culture. Oh my God
Identity Attack0.044612918
Insult0.031036375
Profanity0.01535229
Threat0.011275585
Severe Toxicity0.0034713745
Low Tox 0.11223003 Moderate Con 0.456
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Get them all out!...it will open millions of jobs, there will be homes for our homeless and rents will decrease, there will be less wait times in the hospitals and less strain on our health …
Get them all out!...it will open millions of jobs, there will be homes for our homeless and rents will decrease, there will be less wait times in the hospitals and less strain on our health services, no 5 block line ups at the soup kitchen and food banks. Need I continue??? You get the idea. Sorry...Canada Belongs to Canadians and Canadians Needs Come First!
Identity Attack0.052944973
Insult0.02708937
Profanity0.011782649
Threat0.012233571
Severe Toxicity0.0034713745
Low Tox 0.11212669 Constructive 0.706
Dec 24, 2025 Deportations From Canada at Their …
Wait, news said it was pakistanis? Or was it wrong
Wait, news said it was pakistanis? Or was it wrong
Identity Attack0.10221587
Insult0.026960457
Profanity0.022901481
Threat0.007857903
Severe Toxicity0.0032043457
Low Tox 0.11150667 Low Con 0.258 Question
Feb 9, 2026 Inside Canada's Indian Invasion...
I heard why the government did the immigrants wrong. I was talking to an uber driver and my pharmacist. They told me the promises of luxury in Canada has and offered for them to live …
I heard why the government did the immigrants wrong. I was talking to an uber driver and my pharmacist. They told me the promises of luxury in Canada has and offered for them to live a better lives. They didn't know after they came here for work and or college/university they become in major debt. They said that they're in a luxury debt and never getting out of debt knowing that they're stuck in Canada and can't be allowed to leave unless they pay off the debts. That's 100 % wrong to do that to people when they know they don't feel welcomed and want to go home. I'm a metis Canadian and I had to leave Ontario to find affordability and miss my home. GOVERNMENT THIS IS YOUR FAULT AND YOU KNOW IT! Let them go home in debt. You made this mess. FIX IT! Including the baby boomers that made the problem started 8 % rate interests to buy houses. That was a mistake that should be bought 1 house and nothing else. I forgot to add something. The uber driver told me that india doesn't know that it's a debt luxury trap that you can't leave unless you pay your debt. He felt alone and found some people and the internet to make himself feel better temporary. TEMPORARY! He hates it here, but he respects Canadians. He feels sorry for the new ones that are coming to become debt trap. It's the same for the pharmacy. She got into college to be a pharmacy and bought the store. She is on low income but doesn't qualify for any supports like benefits to pay off her medical things. The reason she can't because they'll see the pharmacy store is income. Wait what? So she doesn't quilify for benefits because she's making income to pay off her massive loan to do her job. It's not enough to live by as what she told me. She also does misses home, but also traped in luxury debt. This is what I have learned so far. I went through a car accident and coudln't get out of the car. I thought in Brampton, Ontario was the rudest people on the planet, but was saved by the angels of indian people saved me out of the vehicle from the smoke. I still thank you! There is still good people out there and some are stupid people out there. Keep it up because being kind gets you to be positive to others and make things better when the world is fcked right now.
Identity Attack0.060675595
Insult0.03566399
Profanity0.019348921
Threat0.0074824756
Severe Toxicity0.002822876
Low Tox 0.11129999 Constructive 0.816
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
Where are all the people saying that this is wrong and inhumane? Oh wait, that only applies to the US
Where are all the people saying that this is wrong and inhumane? Oh wait, that only applies to the US
Identity Attack0.037909906
Insult0.031256735
Profanity0.017982552
Threat0.0076507707
Severe Toxicity0.0022888184
Low Tox 0.11098998 Low Con 0.246 Comparative_Framing
Feb 12, 2026 3 likes Canada's tighter immigration policy divides …
"same as other canadians" Wait. People who simply walk across the border aren't "canadians" just because they managed to set foot here - or because our federal government coddles them.
"same as other canadians" Wait. People who simply walk across the border aren't "canadians" just because they managed to set foot here - or because our federal government coddles them.
Identity Attack0.055673428
Insult0.03511308
Profanity0.013166099
Threat0.006861079
Severe Toxicity0.0021648407
Low Tox 0.1104733 Moderate Con 0.378
Oct 26, 2017 187 likes How much do refugees and …
I think we should help people. I’m an immigrant and my parents got their passage paid but also had to pay it back. Which we did, but still waiting for our $50,000 cheque. My Dad …
I think we should help people. I’m an immigrant and my parents got their passage paid but also had to pay it back. Which we did, but still waiting for our $50,000 cheque. My Dad got a job in a town which had low rent. We were a family of five not living in a hotel but part of an army barracks. We were out in the country which freedom for all the kids. Free schooling,dental and Dr and cheep food. Where was this? You ask. Burwash, ont. A self sufficient industrial prison farm. We had a great childhood there. But the govt closed it because it was out of the way for inmates relatives to visit.
Identity Attack0.034558404
Insult0.035333443
Profanity0.047173142
Threat0.009048914
Severe Toxicity0.004119873
Low Tox 0.1100022 Constructive 0.745
Aug 7, 2018 1 likes How much do refugees and …
Wait till you learn about the Chinese
Wait till you learn about the Chinese
Identity Attack0.08500996
Insult0.022255141
Profanity0.020646973
Threat0.009618527
Severe Toxicity0.0029754639
Low Tox 0.10826672 Low Con 0.203 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, medical, housing , food and employment problems.. he fixes it by giving more of our billions to the Ukraine.. meanwhile 6 million people dont have doctors and tens of thousands of Canadians are dying waiting for surgery.. and 2 million people a month go to food banks.
Identity Attack0.039456755
Insult0.034672357
Profanity0.010945748
Threat0.007365964
Severe Toxicity0.0021362305
Low Tox 0.104361884 Moderate Con 0.421 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I was born here. Race here and I have moved out and moved on. Good luck paid double the amount that you pay in the states. You can't even pay for a doctor but you …
I was born here. Race here and I have moved out and moved on. Good luck paid double the amount that you pay in the states. You can't even pay for a doctor but you have to wait for them to take care of you as you die. Yeah, that's not for me. Good luck!
Identity Attack0.023193322
Insult0.020708188
Profanity0.020168742
Threat0.024062606
Severe Toxicity0.0035476685
Low Tox 0.103494145 Constructive 0.653
Aug 26, 2025 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.