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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: "Why don't we turn off …" 471 comments · Page 16 of 19
I don't see this as a social problem, Canadians are from everywhere, we are not inherently racist because we are voicing the mess Canada is turning into. It's a Political problem. The last governments have …
I don't see this as a social problem, Canadians are from everywhere, we are not inherently racist because we are voicing the mess Canada is turning into. It's a Political problem. The last governments have quietly opened up immigration without providing infrastructure to support them. Taxpayers dollars have been dolled out for new immigrant's housing and living. This is akin to welfare in that there is no incentive to begin to work and make your own life when the federal government is supporting them with our tax dollars...and first generation Canadians are afraid to speak up for fear of sounding racist. Ridiculous. This has to stop and change. I'm planning on leaving. It's headed for disaster. I see the light.
Identity Attack0.10221587
Insult0.060752302
Profanity0.018119188
Threat0.0071847234
Severe Toxicity0.0035095215
Low Tox 0.1373533 Constructive 0.723 Policy_Critique
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
to the Anglo's: you have turned your backs on the true and living God, and now everything your've built is being taken from you and given to others in front of your eyes, your must …
to the Anglo's: you have turned your backs on the true and living God, and now everything your've built is being taken from you and given to others in front of your eyes, your must repent of you sins and take up the holy bible again.
Identity Attack0.05976611
Insult0.03827355
Profanity0.018392462
Threat0.008181547
Severe Toxicity0.003414154
Low Tox 0.13388206 Low Con 0.179
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening …
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening over here. We have suburbs in our eastern side which have turned into pockets of Punjab and Haryana. We have been in the restaurant industry for 30 years now, these students are taking our cash in what is a ‘cashless economy’. We’ve had one particular instance where a former employee faked her marriage certificates in order to get her permanent residency, now she’s in trouble with the authorities and may face some years in jail. The problem is they like taking ‘shortcuts’ and then they get stuck and expect us as employers to save them. The systems put into place have been exhausted to the point where is it useless.
Identity Attack0.083355546
Insult0.06023245
Profanity0.04867618
Threat0.009825659
Severe Toxicity0.0048065186
Low Tox 0.13388206 Constructive 0.795 Personal_Narrative
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s getting harder and harder for people to watch what happens in the House of Commons without feeling downright furious. Every day, Canadians work long hours, pay crushing taxes, and deal with rising costs — …
It’s getting harder and harder for people to watch what happens in the House of Commons without feeling downright furious. Every day, Canadians work long hours, pay crushing taxes, and deal with rising costs — and for what? To watch elected officials sit in Parliament and turn Canadian issues into a circus. It feels like half the time they’re more interested in scoring cheap political points than actually solving anything. The constant bickering, yelling, and rehearsed “outrage” looks less like leadership and more like a never‑ending performance meant to distract us from how little actually gets done. How much do you think each of them makes just sitting there doing nothing all day, and calling it a job. THE REAL CROOKS OF CANADA Politicians. Blame the Indians who come to work in Canada when send billions to Ukraine. WAKE UP CANADA TO REAL PROBLEM
Identity Attack0.026609946
Insult0.07016616
Profanity0.020168742
Threat0.008077981
Severe Toxicity0.0027656555
Low Tox 0.12867521 Moderate Con 0.49 Policy_Critique
Feb 5, 2026 Inside Canada's Indian Invasion...
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 …
I’m sick of it. Lived in Sauga most of my life, currently live in Calgary but when I go home I stay as FAR AWAY from Brampton as possible. It turns my stomach to see.
I’m sick of it. Lived in Sauga most of my life, currently live in Calgary but when I go home I stay as FAR AWAY from Brampton as possible. It turns my stomach to see.
Identity Attack0.023193322
Insult0.05086332
Profanity0.023652986
Threat0.007883795
Severe Toxicity0.002937317
Low Tox 0.12520397 Constructive 0.537 Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Metropolis (Brampton)
Oh man, why wasn't I in that video? The thing is, when you bring up people who faced discrimination and serious problems in their home countries—like not having access to a decent standard of living, …
Oh man, why wasn't I in that video? The thing is, when you bring up people who faced discrimination and serious problems in their home countries—like not having access to a decent standard of living, proper culture, or good education—it makes everything so much harder for them when they arrive in a new country too.I also want to talk about jobs in Canada, bruh. All the industries seem dominated by specific ethnic groups that have basically taken them over. For example, in construction, you mostly see Spanish or Portuguese crews who only speak their own language on the job. And Indians—they've pretty much taken over all the Walmarts and fast-food chains in Canada.They should've kept Canada truly multicultural instead of letting it turn into this. And don't even get me started on the nepotism in the job market lol. You cant even make a gues how hard was for me to find a roofing company that speaks english in their crews lol.
Identity Attack0.06294931
Insult0.045593183
Profanity0.035399333
Threat0.007754337
Severe Toxicity0.0038719177
Low Tox 0.121732734 Constructive 0.756
Jan 27, 2026 Inside Canada's Indian Invasion...
Western civilization should not turn anything but western
Western civilization should not turn anything but western
Identity Attack0.08749158
Insult0.022577424
Profanity0.026863953
Threat0.013321015
Severe Toxicity0.005455017
Low Tox 0.1182615 Low Con 0.172 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be …
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be putting thought into having children and starting families. But the reality is they can't afford it and everyone knows that our young Canadians don't make the list of government handouts. As a child immigrant to Canada, I am absolutely disgusted with what we've turned into and how easy it is for today's immigrants to come here, it's like spitting in the faces of immigrants like my parents and many others who had to work their asses off to be here and make a life for themselves and their kids. Every older generation immigrant I have spoken with says they feel like all of their sacrifice was for nothing. When we immigrated here, we kept our traditions, but we also embraced Canadian traditions and I passed our traditions onto my child, but she was raised Canadian and she embraces both. Our whole family has been proudly Canadian since the day we came here and it breaks our hearts to see what our Canada has become. Love that you put this out on YouTube so more people can wake up to the realities of the state of Canada. Great work!! 🙌
Identity Attack0.042550452
Insult0.05086332
Profanity0.025770858
Threat0.01119791
Severe Toxicity0.0037765503
Low Tox 0.11419344 Constructive 0.837 Personal_Narrative
Aug 25, 2025 18 likes Why Canadians Are Turning Against …
When the sink is full do you A) keep the tap on, or B) turn the tap off? Canada is the sink in case you can't make it out...
When the sink is full do you A) keep the tap on, or B) turn the tap off? Canada is the sink in case you can't make it out...
Identity Attack0.04048799
Insult0.061276767
Profanity0.018255826
Threat0.0074306927
Severe Toxicity0.0030708313
Low Tox 0.1140901 Moderate Con 0.394 Fear_Threat
Jan 22, 2026 Why Canada’s immigration system has …
i lived in brampton/bramalea 1971-1997. when i went to school in 70s we already called it "bramladesh" and certain buildings were "curry corners" or "turban towers". also a lot of newfoundlanders went there. even then, …
i lived in brampton/bramalea 1971-1997. when i went to school in 70s we already called it "bramladesh" and certain buildings were "curry corners" or "turban towers". also a lot of newfoundlanders went there. even then, it was more or less "normal"...but now its the car accident and domestic violence capital of canada. also, the school my older sister attended in the next town over, malton, was turned into hindu temple in the 80s. malton was formerly an italian stronghold but was also completely taken over by indians in the 80s and 90s.
Identity Attack0.058856625
Insult0.04852104
Profanity0.024609445
Threat0.01254427
Severe Toxicity0.004272461
Low Tox 0.11378009 Constructive 0.614 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada wants to turn the United States into its landfill
Canada wants to turn the United States into its landfill
Identity Attack0.048995655
Insult0.029493837
Profanity0.022013342
Threat0.020264024
Severe Toxicity0.0046157837
Low Tox 0.11347008 Low Con 0.195 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude - homie on the bike is definitely gonna turn into a meme.
Dude - homie on the bike is definitely gonna turn into a meme.
Identity Attack0.012541492
Insult0.04442204
Profanity0.027000591
Threat0.01238892
Severe Toxicity0.0037002563
Low Tox 0.11347008 Low Con 0.27 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
New Zealand turning into India it's because the country India is becoming an economic power house and countries and doing deals with India and part of the deal is mass indian immigration into that country
New Zealand turning into India it's because the country India is becoming an economic power house and countries and doing deals with India and part of the deal is mass indian immigration into that country
Identity Attack0.10815793
Insult0.025155678
Profanity0.023106437
Threat0.008336896
Severe Toxicity0.003643036
Low Tox 0.11316007 Low Con 0.3 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
All about equality and being thoughtful until they turn you're 1st world country into a 3rd world country.
All about equality and being thoughtful until they turn you're 1st world country into a 3rd world country.
Identity Attack0.06431354
Insult0.02657372
Profanity0.016035475
Threat0.009178371
Severe Toxicity0.0032234192
Low Tox 0.112746716 Low Con 0.24
Feb 10, 2026 Inside Canada's Indian Invasion...
Still dont understand why they left India , if theyre so determined to turn every place they go into another india.
Still dont understand why they left India , if theyre so determined to turn every place they go into another india.
Identity Attack0.10221587
Insult0.029163294
Profanity0.022354934
Threat0.008945347
Severe Toxicity0.0037574768
Low Tox 0.112540044 Low Con 0.269 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I am afraid you are not asking the crucial question -- why did the government allow such massive immigration to Canada? Do you think the calculation of the government was to help immigrants by bringing …
I am afraid you are not asking the crucial question -- why did the government allow such massive immigration to Canada? Do you think the calculation of the government was to help immigrants by bringing in so many to Canada? Is the Canadian government truly that humane? Clearly one impetus for this mass immigration was Canadians cannot by themselves support all of the social systems -- healthcare, welfare, retirement, etc., so Canada needed immigrants who would work like drones to financially support the country. There is also the business interest. Everywhere you turn there is new high-rise being built with hundreds of apartment who do you think is going to pay the $3000 rent for those apartments? Canadians banks also love the deposits of hardworking immigrants. Don't get it twisted, immigrants have been allowed into Canada out of necessity not humanity.
Identity Attack0.052490227
Insult0.055547886
Profanity0.015967157
Threat0.0074436385
Severe Toxicity0.00289917
Low Tox 0.112540044 Constructive 0.685
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Church turned into Temple 😂
Church turned into Temple 😂
Identity Attack0.07673789
Insult0.02618698
Profanity0.02030538
Threat0.0074048014
Severe Toxicity0.003528595
Low Tox 0.11212669 Low Con 0.278 Humor_Satire
Dec 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
There's nothing wrong about going abroad in search of greener pastures (most do that, no?) but I don't get the idea of bringing the culture that screws up the home country to the new place …
There's nothing wrong about going abroad in search of greener pastures (most do that, no?) but I don't get the idea of bringing the culture that screws up the home country to the new place --> and turn it into the place they're escaping from. Let's face it: politics is one of the problems, but you can't blame that fully for lack of civic sense?
Identity Attack0.015757138
Insult0.04969218
Profanity0.03615085
Threat0.007081157
Severe Toxicity0.0023651123
Low Tox 0.11202335 Constructive 0.657 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Moving to Canada to turn into into India. Thanks
Moving to Canada to turn into into India. Thanks
Identity Attack0.10221587
Insult0.028061481
Profanity0.015318131
Threat0.007340072
Severe Toxicity0.0037574768
Low Tox 0.11181668 Moderate Con 0.426
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
What tool do you use to to turn Canada into India? Answer: JT
What tool do you use to to turn Canada into India? Answer: JT
Identity Attack0.08170113
Insult0.032799274
Profanity0.016411226
Threat0.007637825
Severe Toxicity0.003452301
Low Tox 0.11161 Low Con 0.211
Nov 28, 2025 Inside Canada's Indian Metropolis (Brampton)
We're not turning on immigrants. We're turning on our government. We pay 45% of our wages for services not rendered. I'm over it
We're not turning on immigrants. We're turning on our government. We pay 45% of our wages for services not rendered. I'm over it
Identity Attack0.08831879
Insult0.023995465
Profanity0.014225035
Threat0.007417747
Severe Toxicity0.0026893616
Low Tox 0.11150667 Moderate Con 0.462
Aug 26, 2025 286 likes Why Canadians Are Turning Against …
Trudeau let too many from one or two countries in that have no business being let in and now they are trying to turn toronto into new new dehli and I can't stand him for …
Trudeau let too many from one or two countries in that have no business being let in and now they are trying to turn toronto into new new dehli and I can't stand him for it
Identity Attack0.033011556
Insult0.04852104
Profanity0.013439372
Threat0.0069387536
Severe Toxicity0.0020599365
Low Tox 0.11119666 Moderate Con 0.434
Sep 2, 2025 1 likes How Canada broke its immigration …
Dude found an average Canadian just biking around that happened to have his "quiet part out loud" filter turned off for the day 😂😂😂 He's a conduit to the Legacy Canadian hive-mind 🫡🍁
Dude found an average Canadian just biking around that happened to have his "quiet part out loud" filter turned off for the day 😂😂😂 He's a conduit to the Legacy Canadian hive-mind 🫡🍁
Identity Attack0.035074018
Insult0.053205602
Profanity0.014190876
Threat0.006330303
Severe Toxicity0.0022506714
Low Tox 0.11088664 Moderate Con 0.322 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The government has turned Canadians against immigrants. People should look to see who is to blame and it's not the immigrants. When Canadians work all their lives and the government is taking from Canadians and …
The government has turned Canadians against immigrants. People should look to see who is to blame and it's not the immigrants. When Canadians work all their lives and the government is taking from Canadians and giving it to people who haven't contributed a dime to the system.
Identity Attack0.09162762
Insult0.030154925
Profanity0.011116544
Threat0.006835188
Severe Toxicity0.0021839142
Low Tox 0.11088664 Moderate Con 0.463 Policy_Critique
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.