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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: "Same here in Surrey…." 157 comments · Page 3 of 7
do Surrey and there immigration and extortion issue! The prime minister of India warned us about all the criminals we’re letting in and now there shooting up stores and restaurants demanding 2 million dollars 😂 …
do Surrey and there immigration and extortion issue! The prime minister of India warned us about all the criminals we’re letting in and now there shooting up stores and restaurants demanding 2 million dollars 😂 Canada sure has changed
Identity Attack0.13805299
Insult0.07270074
Profanity0.017914234
Threat0.13815513
Severe Toxicity0.0090408325
Low Tox 0.24603334 Moderate Con 0.458 Unverified_Claim
Feb 12, 2026 Inside Canada's Indian Invasion...
Oh bro hit up surrey b.c. theres a gang war going on right now.
Oh bro hit up surrey b.c. theres a gang war going on right now.
Identity Attack0.014149316
Insult0.030375287
Profanity0.047173142
Threat0.34804323
Severe Toxicity0.0118255615
Low Tox 0.23812068 Moderate Con 0.316 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
come to surrey bc canada n it will be worse
come to surrey bc canada n it will be worse
Identity Attack0.09245483
Insult0.08459369
Profanity0.027820412
Threat0.02371728
Severe Toxicity0.005378723
Low Tox 0.23523538 Moderate Con 0.309
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Come to Surrey, BC next. Major indian fatigue over here.
Come to Surrey, BC next. Major indian fatigue over here.
Identity Attack0.26494437
Insult0.07396803
Profanity0.03915693
Threat0.018364733
Severe Toxicity0.007896423
Low Tox 0.23451406 Moderate Con 0.363 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Same here in Surrey Canada.. it’s flooded. A lot of corruption going on for these people coming here as fake students.. rumour over 30k a year coming to Canada with fake documents from air India …
Same here in Surrey Canada.. it’s flooded. A lot of corruption going on for these people coming here as fake students.. rumour over 30k a year coming to Canada with fake documents from air India airlines
Identity Attack0.09741807
Insult0.15698463
Profanity0.0166845
Threat0.0071199946
Severe Toxicity0.003566742
Low Tox 0.2191003 Moderate Con 0.435 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
u import india u become india. a country is still struggling on poverty line after 79 years independence. by the way the replacement is not only happening in Brampton but the whole Canada, like surrey …
u import india u become india. a country is still struggling on poverty line after 79 years independence. by the way the replacement is not only happening in Brampton but the whole Canada, like surrey abbortsford, nanaimo....
Identity Attack0.21470967
Insult0.06652143
Profanity0.015932998
Threat0.008181547
Severe Toxicity0.005874634
Low Tox 0.20219094 Moderate Con 0.478 Fear_Threat
Feb 13, 2026 4 likes Inside Canada's Indian Invasion...
Check out Surrey British Columbia bro they got alot of Indians
Check out Surrey British Columbia bro they got alot of Indians
Identity Attack0.23922618
Insult0.055547886
Profanity0.07514556
Threat0.012233571
Severe Toxicity0.009307861
Low Tox 0.20195828 Moderate Con 0.337 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
About time he did this. Indian immigration is about 150k here and those are the documented ones real numbers higher. Same as US! With 10 times less people and cities. My hometown Surrey is full …
About time he did this. Indian immigration is about 150k here and those are the documented ones real numbers higher. Same as US! With 10 times less people and cities. My hometown Surrey is full of gangs. They control many industries here and community things like soccer clubs
Identity Attack0.20680901
Insult0.06652143
Profanity0.04141149
Threat0.010162249
Severe Toxicity0.005722046
Low Tox 0.200795 Constructive 0.753
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
if you think Brampton is bad, then go to Surrey lol
if you think Brampton is bad, then go to Surrey lol
Identity Attack0.03249594
Insult0.075868964
Profanity0.052934792
Threat0.0084793
Severe Toxicity0.0037002563
Low Tox 0.19694418 Low Con 0.253 Comparative_Framing
Jan 27, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
There is Two Indian Metropolis. Brampton in the east and Surrey in the West. 2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of …
There is Two Indian Metropolis. Brampton in the east and Surrey in the West. 2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of the population is white. They project that nearly 70% of Surreys population would be Indian by 2030. But by golly keep them away from a Big rig because they cannot drive them and give all Truckers a bad name.
Identity Attack0.1769227
Insult0.061451588
Profanity0.023174755
Threat0.012596053
Severe Toxicity0.005760193
Low Tox 0.19504376 Constructive 0.593 Unverified_Claim
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really FOR fast track Healthcare professionals/doctors into this country. Canada as a country also has to start having more children I do not know how they solve the problem but our population is aging and if we don't want to end up like Japan we have to do something about it. I see a lot of hate here in the comments (The racist and rednecks have permission to be openly racist)but this is a complex issue and don't forget Albert Einstein and Elon Musk were immigrants there is a lot of very talented people that we have to make sure we keep. How many jobs has Elon Musk created? he is not perfect I'm sure in the millions!!!! How much tax has he generated for the country?
Identity Attack0.07425626
Insult0.09416737
Profanity0.024472807
Threat0.011275585
Severe Toxicity0.005264282
Low Tox 0.19314334 Constructive 0.764
Dec 28, 2025 Deportations From Canada at Their …
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms …
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms and hospitals. The students were Masters or Ph.D. with full scholarship. They went on to build the country but they were minorities fighting the occasional racism on the street (as the woman in the green t- shirt says). Today, as a result of Trudeau's naïveté about the level of corruption in India, there's a huge influx of relatively unqualified Indians arriving and not being able to assimilate into Canadian society because they do not have good job qualifications. They end up living in ghettos and turn to crime. We must fix that by being much more selective of Indian immigrants. As someone of the Indian diaspora, I'd also like to say that there are those Indo Canadians ("brown folks") who want nothing to do with the Brampton or Surrey ghettos. Many of us are completely secular, having no religion and share nothing with these people fighting around temples and yelling at each other in Punjabi or Hindi. We speak English and French and vote in the elections.
Identity Attack0.10221587
Insult0.089778624
Profanity0.017572641
Threat0.007197669
Severe Toxicity0.004119873
Low Tox 0.1883923 Constructive 0.806
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
should’ve gone to Surrey in BC its like 95% indian
should’ve gone to Surrey in BC its like 95% indian
Identity Attack0.21866
Insult0.04149419
Profanity0.039407436
Threat0.008556974
Severe Toxicity0.007972717
Low Tox 0.1798404 Low Con 0.246 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon) When i was a kid, i was …
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon) When i was a kid, i was annoyed that there were so many chinese where i lived (Richmond, iykyk) but they never really did anything to wrong me. As i grew up i realized they just mind their own business and stay out the way, and generally let their children be pretty liberal (other than the studying). Now, I absolutely LOVE the chinese compared to all the damn indians. There isn't a trend of chinese buying business' then only hiring other chinese. (idk how indians get away with only hiring indians). The indian kids are rude AF usually, tons of wannabe gangsters, TONS of indian gang crime. . And the worst? the ones that live in brampton and surrey treat it like india. THEY treat YOU like a foreigner. I hate em. I just dont understand why immigrants cant just atleast learn the language and customs
Identity Attack0.17925262
Insult0.06634661
Profanity0.08775374
Threat0.0091524795
Severe Toxicity0.0077438354
Low Tox 0.17891699 Constructive 0.676 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
PLEASE 🙏🏻come to Surrey British Columbia my home town is the second biggest Sikh population in the world! I don't even recognize my neighborhood🤬
PLEASE 🙏🏻come to Surrey British Columbia my home town is the second biggest Sikh population in the world! I don't even recognize my neighborhood🤬
Identity Attack0.17459276
Insult0.030816011
Profanity0.04266402
Threat0.010472948
Severe Toxicity0.007858276
Low Tox 0.17545098 Constructive 0.611 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Brampton and surrey are hubs for punjabis and Indians. The rest of Canada has smaller populations though they stick out more with their identity and choice of jobs that usually are in your face.
Brampton and surrey are hubs for punjabis and Indians. The rest of Canada has smaller populations though they stick out more with their identity and choice of jobs that usually are in your face.
Identity Attack0.13805299
Insult0.06774519
Profanity0.014088398
Threat0.006815769
Severe Toxicity0.0035476685
Low Tox 0.17198499 Moderate Con 0.465 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to Vancouver bud. Surrey has 5 times as many Indian immigrants as
Come to Vancouver bud. Surrey has 5 times as many Indian immigrants as
Identity Attack0.20680901
Insult0.039151907
Profanity0.022013342
Threat0.007029374
Severe Toxicity0.004386902
Low Tox 0.16851899 Moderate Con 0.325 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Looks like Surrey, Extortionlumbia
Looks like Surrey, Extortionlumbia
Identity Attack0.057492398
Insult0.055547886
Profanity0.045419596
Threat0.015774792
Severe Toxicity0.00705719
Low Tox 0.16098402 Low Con 0.147 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Come to Surrey, it's the same thing. What I don't like; they don't want other people to share the opportunity. In most places, Canadians become like second-class because places are overcrowded and occupied by outsiders.
Come to Surrey, it's the same thing. What I don't like; they don't want other people to share the opportunity. In most places, Canadians become like second-class because places are overcrowded and occupied by outsiders.
Identity Attack0.11396073
Insult0.061101943
Profanity0.014156717
Threat0.0060908063
Severe Toxicity0.0028419495
Low Tox 0.15490346 Constructive 0.657
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada's Immigration Crisis: Prioritizing National Interests Over Uncontrolled Influx from India The Government of Canada must immediately halt the unchecked influx of immigrants from India. This is not about xenophobia—it's about protecting Canadian society, resources, …
Canada's Immigration Crisis: Prioritizing National Interests Over Uncontrolled Influx from India The Government of Canada must immediately halt the unchecked influx of immigrants from India. This is not about xenophobia—it's about protecting Canadian society, resources, and identity from a pattern of exploitation that is eroding our nation. 1. Failure to Assimilate and Community Insularity Indian immigrants are not integrating into Canadian culture. Instead, they form parallel societies: Sending children to private ethnic schools that prioritize Indian languages and customs over Canadian values. Erecting statues and cultural symbols that celebrate India, not Canada—this is Canada, not a satellite of New Delhi. Prioritizing their own communities in hiring and services, creating ethnic enclaves that exclude others. This insularity prevents true assimilation and fosters division. 2. Exploitation of Systems and Loopholes Many arrive through fraudulent means and demand instant benefits: Establishing "diploma mill" colleges solely to gain entry, then claiming permanent residency or citizenship after minimal study. Only Indians teachers are hired through this made up "Colleges". Sponsoring extended family chains (parents, siblings, cousins) who contribute nothing but drain resources. Elderly parents, who have never paid Canadian taxes, access healthcare and social services immediately, overburdening hospitals while their families use nursing homes as a last resort. Bribing for driver's licenses abroad, leading to reckless, entitled driving on Canadian roads. These tactics exploit loopholes, bypassing fair processes meant for genuine contributors. 3. Strain on Resources and Job Market The rapid population growth is unsustainable: High birth rates (far above Canada's replacement level) are used strategically to "populate" the country and secure more benefits. Taking jobs from Canadians in government, police, education, healthcare, and beyond—often through nepotism and "cutting in line" for their networks. For example IRCC Director - Harpreet Kochhar Deputy Minister - Pemi Gill and Aiesha Zafar who have no idea where the 79,000 illegal Indians are in Canada. Remove these Minister from their position. They are incompetent in the jobs. Fraud = Predominant country = India. Nepotism is rampant in their community and their class system mentality. Overwhelming housing, food banks, parks (littered with garbage), and public spaces (including reports of improper behavior on beaches). Many work in low-productivity roles, undercutting wages and relying on welfare despite employment. Canadians are being displaced in their own country. 4. Criminal and Cultural Importation A subset brings a "gangster mentality" from India: Rising involvement in organized crime, fraud, and violence in cities like Brampton and Surrey. Lazy or substandard work ethic in some cases, prioritizing quick gains over quality. Just look at Tim Horton! This is not the skilled, law-abiding immigration Canada needs. Call to Action: Policy Reforms Now Cap and pause Indian immigration until assimilation metrics improve. End chain migration and fake college scams—require proven contributions before PR/citizenship. Enforce assimilation: Mandate public schools, cultural integration tests, and community service. Protect Canadians first: Prioritize housing, jobs, and services for citizens. I don't care if this is labeled "racist"—the evidence is clear. Indians are not here to build Canada; many are here to overtake it. Canadians have to act before it's too late.
Identity Attack0.14661247
Insult0.047935467
Profanity0.014566627
Threat0.008634649
Severe Toxicity0.004196167
Low Tox 0.15324512 Constructive 0.674
Oct 29, 2025 IRCC Names India in Study …
Catch and Release, Vancouver streets are worse than Houston, Texas. Especially, Surrey. New Delhi has less crime than Surrey.
Catch and Release, Vancouver streets are worse than Houston, Texas. Especially, Surrey. New Delhi has less crime than Surrey.
Identity Attack0.05794714
Insult0.06889887
Profanity0.013336895
Threat0.008259222
Severe Toxicity0.002708435
Low Tox 0.15269235 Low Con 0.26 Fear_Threat
Feb 19, 2026 Canadian immigration officers investigating hundreds …
It’s not just Brampton, it’s Surrey, Vancouver, Winnipeg, Milton, Mississauga, and Toronto as well! Indians are all over Canada
It’s not just Brampton, it’s Surrey, Vancouver, Winnipeg, Milton, Mississauga, and Toronto as well! Indians are all over Canada
Identity Attack0.17303948
Insult0.03235855
Profanity0.022628209
Threat0.006977591
Severe Toxicity0.0038146973
Low Tox 0.15269235 Moderate Con 0.457 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
East Indians are famous for their honesty. They should be allowed to come to Canada in an unlimited number. Invite more Punjabis to Surrey BC, https://www.youtube.com/watch?v=uWvuNnRwDZ0
East Indians are famous for their honesty. They should be allowed to come to Canada in an unlimited number. Invite more Punjabis to Surrey BC, https://www.youtube.com/watch?v=uWvuNnRwDZ0
Identity Attack0.1444726
Insult0.033019636
Profanity0.022764845
Threat0.009126588
Severe Toxicity0.0048828125
Low Tox 0.13388206 Constructive 0.522 Humor_Satire
Oct 10, 2025 IRCC Names India in Study …
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 …
If you think Brampton is bad, you should check out Surrey xD
If you think Brampton is bad, you should check out Surrey xD
Identity Attack0.015254694
Insult0.037395194
Profanity0.043916557
Threat0.008077981
Severe Toxicity0.0026512146
Low Tox 0.11440011 Moderate Con 0.336 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...

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.