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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: "They are draining all the …" 40 comments · Page 2 of 2
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 wouldn't love this beautiful country goes down the drain ! Cheers
I wouldn't love this beautiful country goes down the drain ! Cheers
Identity Attack0.043581683
Insult0.025542418
Profanity0.021056883
Threat0.009877442
Severe Toxicity0.0037765503
Low Tox 0.11652588 Moderate Con 0.426 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for a while with Trump in office hoping the next one will continue his fight for his people. Canadians are the one to blame and not this politicians. Elbow up huh??? You really don’t know how Trump trying to save North America and recalibrate it for the goodness of its people living in it.
Identity Attack0.041003603
Insult0.054962315
Profanity0.015249812
Threat0.0074048014
Severe Toxicity0.0024318695
Low Tox 0.112643376 Constructive 0.506 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Spot on One of the rare few BEST casts I have watched. Every word is correct said. I am Canadian, I've been to Jamaica and fell in love with the beautiful country and people. I …
Spot on One of the rare few BEST casts I have watched. Every word is correct said. I am Canadian, I've been to Jamaica and fell in love with the beautiful country and people. I was hoping to live out my final years in Jamaica, but Canada's Liberal government has drained and taken that dream from me and made that move unaffordable now because of their destructive policies. 😢
Identity Attack0.023595277
Insult0.0638991
Profanity0.012517073
Threat0.00636914
Severe Toxicity0.0016593933
Low Tox 0.112436704 Constructive 0.796
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
7:37 no they are draining it
7:37 no they are draining it
Identity Attack0.008509507
Insult0.019741343
Profanity0.040409464
Threat0.013217449
Severe Toxicity0.00415802
Low Tox 0.10653123 Low Con 0.207 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The great peaceful Canada that I call Home is going down the drain. The government has done this to our people. Immigration on the rise. The Liberals are still bringing in new immigrants and supporting …
The great peaceful Canada that I call Home is going down the drain. The government has done this to our people. Immigration on the rise. The Liberals are still bringing in new immigrants and supporting them. Our children can’t find jobs and if they do it takes months to get one. Why does the government house immigrants? Why are we the tax payers footing the bill. We as Canadians are stressed!! Why do we have to leave a country that we live in. The Government has let down their people.
Identity Attack0.042550452
Insult0.030375287
Profanity0.012517073
Threat0.007547205
Severe Toxicity0.0024604797
Low Tox 0.103060275 Constructive 0.62
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
Draining our system all over Canada
Draining our system all over Canada
Identity Attack0.0233943
Insult0.022512967
Profanity0.016479544
Threat0.032695748
Severe Toxicity0.0037193298
Low Tox 0.10089093 Low Con 0.257 Unverified_Claim
Jul 5, 2025 2 likes How Canada broke its immigration …
This country is gone down the drain No matter what they do it's a disaster created by Liberals I know I am leaving Canada forever
This country is gone down the drain No matter what they do it's a disaster created by Liberals I know I am leaving Canada forever
Identity Attack0.0035405615
Insult0.037351396
Profanity0.0005381205
Threat0.0015649609
Severe Toxicity0.000005879382
Low Tox 0.08309852 Fear_Threat
Apr 14, 2025
They are sending money back to their countries, no one is talking about this. Canadian dollars are being drained out.
They are sending money back to their countries, no one is talking about this. Canadian dollars are being drained out.
Identity Attack0.038425524
Insult0.019547975
Profanity0.011646013
Threat0.0064597605
Severe Toxicity0.0013637543
Low Tox 0.063423134 Moderate Con 0.318
Sep 21, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
They are draining all the money out of North America.
They are draining all the money out of North America.
Identity Attack0.01857083
Insult0.019934712
Profanity0.013268576
Threat0.007301235
Severe Toxicity0.0013542175
Low Tox 0.06065326 Low Con 0.195 Economic_Argument
Jan 27, 2026 Canada’s new rules in 2026
Canada needs people who are God fearing Christians who come here to work and contribute not to change the culture that made Canada great and live off welfare and drain all are benifits which we …
Canada needs people who are God fearing Christians who come here to work and contribute not to change the culture that made Canada great and live off welfare and drain all are benifits which we paid for for generations, leftists socialists are a scurge to western countries
Identity Attack0.03196092
Insult0.022082696
Profanity0.0004453918
Threat0.0006199462
Severe Toxicity0.00008084203
Low Tox 0.05328201 Identity_Assertion
Apr 16, 2025
Ask them why pour boiling hot oil in the drains
Ask them why pour boiling hot oil in the drains
Identity Attack0.0039957687
Insult0.011540901
Profanity0.016957775
Threat0.011223801
Severe Toxicity0.0019836426
Low Tox 0.040430736 Low Con 0.22 Unverified_Claim
Jan 27, 2026 69 likes Inside Canada's Indian Invasion...
We the Canadian were known to be polite and and helped each other begins an immigrant myself i feel stuck in the middle of this because we were respected in the 70's 80's 90' 20s …
We the Canadian were known to be polite and and helped each other begins an immigrant myself i feel stuck in the middle of this because we were respected in the 70's 80's 90' 20s even 2010 every thing was great but the last 10_ 15 years things have gone down the drain.
Identity Attack0.017264472
Insult0.016556932
Profanity0.012346277
Threat0.006440342
Severe Toxicity0.0010681152
Low Tox 0.035691574 Constructive 0.719 Personal_Narrative
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Everything has gone down the drain. Firstly, millions got in 2023 and now with their permits expiring. Not all would leave voluntarily.
Everything has gone down the drain. Firstly, millions got in 2023 and now with their permits expiring. Not all would leave voluntarily.
Identity Attack0.0034038029
Insult0.012110904
Profanity0.0113385795
Threat0.006576272
Severe Toxicity0.0008201599
Low Tox 0.02402467 Moderate Con 0.326 Fear_Threat
Jan 19, 2026 22 likes Why Canada’s immigration system has …
Thank you for covering this! 💯 Quite honestly Canada went down the drain and we all notice it, see it, experience it. This needs to be talked about a lot more and you did a …
Thank you for covering this! 💯 Quite honestly Canada went down the drain and we all notice it, see it, experience it. This needs to be talked about a lot more and you did a great job starting that conversation 💯💯
Identity Attack0.0053276913
Insult0.009678889
Profanity0.011458136
Threat0.006162008
Severe Toxicity0.0007343292
Low Tox 0.01608456 Constructive 0.64
Jan 27, 2026 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.