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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

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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: "And why those with visas …" 441 comments · Page 11 of 18
refugees or someone who comes into this country due to a disaster and they have nowhere to live what she's talking about is somebody requesting a visa. I've been through this system not me but …
refugees or someone who comes into this country due to a disaster and they have nowhere to live what she's talking about is somebody requesting a visa. I've been through this system not me but I've looked it all up and yes if somebody wants to come here to America on a visa somebody hast to be willing to take care of them. But when somebody crosses the border that has no one here We pay for them. When Cuba had that hurricane all those people came here because they had nowhere to live they are citizens but yeah that's what you would call a refugee
Identity Attack0.08087392
Insult0.047349896
Profanity0.043165036
Threat0.008298059
Severe Toxicity0.0039482117
Low Tox 0.13388206 Constructive 0.806
Feb 15, 2020 How much do refugees and …
1. Reduce new immigarants and working visa 2. Limit the max number from each country. 3. Solve housing problem to reduce its price and rent country
1. Reduce new immigarants and working visa 2. Limit the max number from each country. 3. Solve housing problem to reduce its price and rent country
Identity Attack0.10815793
Insult0.023479814
Profanity0.013234417
Threat0.012440704
Severe Toxicity0.0051498413
Low Tox 0.13041082 Moderate Con 0.344 Policy_Critique
Jan 20, 2026 Why Canada’s immigration system has …
You should come and see the Canadian dream being sold to Punjabis here. Also watch the movie "Dunkee" and you'll all know how bad the desperation to move to the west, is. Btw i live …
You should come and see the Canadian dream being sold to Punjabis here. Also watch the movie "Dunkee" and you'll all know how bad the desperation to move to the west, is. Btw i live in India and have no plans on migrating anywhere. It ain't great here but if we all keep leaving for greener pastures, it won't ever get better. We literally have a Visa temple in South India where people go to pray for their Visas to get approved. It's extremely sad honestly.
Identity Attack0.10221587
Insult0.04090862
Profanity0.015420608
Threat0.006861079
Severe Toxicity0.002937317
Low Tox 0.12867521 Constructive 0.673 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
India just got all visas so what you expected its to be Germany
India just got all visas so what you expected its to be Germany
Identity Attack0.10221587
Insult0.029163294
Profanity0.03389629
Threat0.00814271
Severe Toxicity0.0048828125
Low Tox 0.12520397 Low Con 0.189
Aug 25, 2025 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 …
Why do people keep assuming that you just jump the border and get into Canada? Keep crying. Everybody here came legally, so stop assuming otherwise. Just because you see a lot of us doesn’t mean …
Why do people keep assuming that you just jump the border and get into Canada? Keep crying. Everybody here came legally, so stop assuming otherwise. Just because you see a lot of us doesn’t mean anyone came illegally. Is it our fault there are many of us? Most foreigners can’t even pass the IELTS to qualify for a study or work visa, so either accept it or move on.
Identity Attack0.055673428
Insult0.047349896
Profanity0.01627459
Threat0.0074565844
Severe Toxicity0.0027656555
Low Tox 0.12520397 Moderate Con 0.481 Moral_Argument
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
How are these people getting there? In the 1990s, as a white European from Slovakia, I wanted to visit Canada purely as a tourist. I had no intention of staying, working, or immigrating. At that …
How are these people getting there? In the 1990s, as a white European from Slovakia, I wanted to visit Canada purely as a tourist. I had no intention of staying, working, or immigrating. At that time, we still needed a visa to enter Canada. To obtain a visitor visa, I had to provide: A valid passport A completed visa application form Passport photos Payment of the visa fee A letter of invitation (if visiting someone) or a basic travel plan Proof of sufficient financial funds (bank statements for several months) Proof of employment (employment letter confirming my job and approved leave) Pay slips or proof of regular income If self-employed: business registration and tax documents Proof of property ownership (if applicable) Evidence of strong ties to Slovakia (family, job, studies, business) Sometimes a criminal record check Confirmation that I had no prior immigration violations
Identity Attack0.10221587
Insult0.033019636
Profanity0.020783609
Threat0.0070552654
Severe Toxicity0.003566742
Low Tox 0.123468354 Constructive 0.594 Comparative_Framing
Feb 27, 2026 Inside Canada's Indian Invasion...
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality …
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality this is not legitimate immigrants. It's unlawful what the govt has done and therefore these people are immigrants under cover of law. Or color of law. It's defacto. I call them illegal migrants. Most are not doctors or engineers or trades people even. Most are young men from 19 to their 30's. According to Investigative Journalist Joshua Philipp of the Epoch Times, Through visiting Darian gap, he found UN tents helping illegal migrants to get to the US. But they had to pass through cartel territory. They had to pay the cartels a fee or die or be raped or both. Yes it's brutal some things but apparently before Obama left office he signed an international agreement to import people globally from mostly Islamic countries and create open borders. We see Chinese, and many people from different parts of South America and even Africa crossing to the US. A lot of whom end up in Canada. So before they cross into the US they toss their IDs Especially if they are from countries that are flagged by the US as questionable or terrorist possibilities. So this leads to a lot coming to Canada. I'm sure you heard of Roxham Rd crossing? It's officially closed but people still cross into Canada from the US going through there. There's also piles of IDs at that border crossing also. Anyways these open border policies has cut out in depth screening so we really don't know who is in Canada as true asylum seekers or immigrants. To add to this complexity, over 300,000 Canadian travel documents have been stolen from CBSA Canadian Border Services Agency. 280,000 of those were blank Canadian passports. SO we really don't know who's walking on Canadian soil. This was confirmed by Luc Sabourin a former CBSA agent. He got forced out because he was asking the right questions and giving the right evidence. Here's the interview with Joshua and the interview with Luc. Have a watch n listen. https://www.youtube.com/watch?v=obgZ-Oh6Es0&t=4s https://www.youtube.com/watch?v=QdIjTSAzUXE&t=91s JamCan I'm with you 100% you are right on the money ! Great work.
Identity Attack0.09162762
Insult0.05027775
Profanity0.023516348
Threat0.0077284453
Severe Toxicity0.0034332275
Low Tox 0.123468354 Constructive 0.797
Aug 26, 2025 Why Canadians Are Turning Against …
funny how they get education visa with this type of English speaking capabilities....sad situation for native Canadian
funny how they get education visa with this type of English speaking capabilities....sad situation for native Canadian
Identity Attack0.1007269
Insult0.047349896
Profanity0.0108774295
Threat0.0062137907
Severe Toxicity0.0023841858
Low Tox 0.12260055 Low Con 0.248 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I know 8 indians that workout at Planet Fitness that have expired visa and won't leave the country, Trudeau caused all of this...
I know 8 indians that workout at Planet Fitness that have expired visa and won't leave the country, Trudeau caused all of this...
Identity Attack0.07673789
Insult0.043250903
Profanity0.013336895
Threat0.0071588317
Severe Toxicity0.0023937225
Low Tox 0.12086493 Constructive 0.506 Unverified_Claim
Jan 20, 2026 14 likes Why Canada’s immigration system has …
My uncle who has traveled to several countries since 1980s cannot secure a visit visa to meet his highly educated children (CPA and Actuary), while these ppl Who hardly speak a word of English have …
My uncle who has traveled to several countries since 1980s cannot secure a visit visa to meet his highly educated children (CPA and Actuary), while these ppl Who hardly speak a word of English have PR. Jagmeet Singh and other Indian origin politicians should be investigated!
Identity Attack0.07921951
Insult0.05964688
Profanity0.01309778
Threat0.007624879
Severe Toxicity0.0025367737
Low Tox 0.119997114 Constructive 0.599 Personal_Narrative
Feb 8, 2026 Inside Canada's Indian Invasion...
They need to go. Temporary is temporary. If they don't go then we should stop issuing visas to those countries. India is on top of the list.
They need to go. Temporary is temporary. If they don't go then we should stop issuing visas to those countries. India is on top of the list.
Identity Attack0.10221587
Insult0.027841117
Profanity0.01620627
Threat0.010447056
Severe Toxicity0.003604889
Low Tox 0.11479026 Moderate Con 0.359 Call_To_Action
Jan 21, 2026 2.9 million Canadian temporary visas …
We all know that we will NOT see those 2.9 Million leaving Canada.... Just like the 'student visas' and all the other visas these people get - its just to get IN - once in …
We all know that we will NOT see those 2.9 Million leaving Canada.... Just like the 'student visas' and all the other visas these people get - its just to get IN - once in then they NEVER plan to leave. Watch your crime levels go the Moon folks!
Identity Attack0.02238941
Insult0.061451588
Profanity0.013371054
Threat0.007547205
Severe Toxicity0.0023651123
Low Tox 0.11419344 Moderate Con 0.336
Jan 16, 2026 2.9 million Canadian temporary visas …
Students come to study they need to go back the government should not give visa to their spouses
Students come to study they need to go back the government should not give visa to their spouses
Identity Attack0.050443888
Insult0.028392024
Profanity0.016479544
Threat0.0089712385
Severe Toxicity0.0028038025
Low Tox 0.11398677 Low Con 0.234
Nov 21, 2025 20 likes Quebec Ends Economic Immigration Program …
Why should refugees get better health care than Canadian taxpayers? I'm referring to physio and vision care which are not free to Canadians. Emergency health care yes, anything else no. Especially charged criminals who then …
Why should refugees get better health care than Canadian taxpayers? I'm referring to physio and vision care which are not free to Canadians. Emergency health care yes, anything else no. Especially charged criminals who then apply as refugees. How about the 35,000 'students' who want to overstay their visas.
Identity Attack0.06431354
Insult0.047349896
Profanity0.011765569
Threat0.006809296
Severe Toxicity0.0021457672
Low Tox 0.11378009 Constructive 0.532 Policy_Critique
Feb 25, 2026 'We do know that there's …
Canada calls students to give them PGWP after finishing their educations in Canada. The students pay ultra high education and life expenses. Then, Canada says we don’t need this much skilled worker as white collar, …
Canada calls students to give them PGWP after finishing their educations in Canada. The students pay ultra high education and life expenses. Then, Canada says we don’t need this much skilled worker as white collar, but you can works as uber drivers or Tim Hortons workers. The reason is Canadian youths don’t want to work in those odd jobs. However, Canadian people complain about the immigrant odd workers. They think economy is bad because of those immigrants who paid thousands of dollars for education and have been working in odd jobs. This is stupidity. Canada government exploits immigrant students by making them spend thousands for education and can only provide odd jobs for most of the immigrant students who hold PGWP work visa. Then some almost-racist Canadian folks stand against immigrants who have actually been exploited.
Identity Attack0.08831879
Insult0.045593183
Profanity0.016889455
Threat0.007197669
Severe Toxicity0.0031089783
Low Tox 0.11357342 Constructive 0.589 Policy_Critique
Oct 4, 2025 IRCC Names India in Study …
Another illegal way of coming is tourist visas. Some bribe canadian embassy staff in their home country and get the tourist visa.
Another illegal way of coming is tourist visas. Some bribe canadian embassy staff in their home country and get the tourist visa.
Identity Attack0.05976611
Insult0.039444692
Profanity0.013302735
Threat0.0069646453
Severe Toxicity0.002117157
Low Tox 0.112850055 Moderate Con 0.304 Unverified_Claim
Dec 25, 2025 Deportations From Canada at Their …
They get visa in 2 years if that in australia 😂😂😂😂 my family took 6 of as 7 years loll we from poland maybe thats way
They get visa in 2 years if that in australia 😂😂😂😂 my family took 6 of as 7 years loll we from poland maybe thats way
Identity Attack0.04925346
Insult0.023093075
Profanity0.04141149
Threat0.008764107
Severe Toxicity0.004787445
Low Tox 0.112746716 Moderate Con 0.467 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
According to India CBI CRIME BRANCH INDIA more then 789000 most wanted Khalistani in India got student visa for the last 2 years under Trudeau now living in Brampton Surrey Mississauga Malton Nova Scotia and …
According to India CBI CRIME BRANCH INDIA more then 789000 most wanted Khalistani in India got student visa for the last 2 years under Trudeau now living in Brampton Surrey Mississauga Malton Nova Scotia and across the country
Identity Attack0.09741807
Insult0.03588435
Profanity0.014464149
Threat0.007624879
Severe Toxicity0.003929138
Low Tox 0.112333365 Constructive 0.524 Unverified_Claim
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
I was made aware there are a significant number of Indian students who are applying for students visas, coming to Canada and then withdrawing from the university and flooding the workforce making it difficult for …
I was made aware there are a significant number of Indian students who are applying for students visas, coming to Canada and then withdrawing from the university and flooding the workforce making it difficult for other immigrants from poorer countries to find work. .
Identity Attack0.10221587
Insult0.031917825
Profanity0.016479544
Threat0.007534259
Severe Toxicity0.0024414062
Low Tox 0.11223003 Constructive 0.641
Oct 2, 2025 IRCC Names India in Study …
They want khalistan because they want a second home in India they can fly to visa free.. Not because they want to move back.
They want khalistan because they want a second home in India they can fly to visa free.. Not because they want to move back.
Identity Attack0.10221587
Insult0.025800243
Profanity0.017162729
Threat0.007598988
Severe Toxicity0.0030899048
Low Tox 0.11212669 Low Con 0.214
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To …
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To make matters worse, this fellow then makes a dishonest claim himself. The 817,000 arrivals during the first three months of 2025, that he claims is not immigration, but a population bomb. He's not telling you that this figure is not reflective of people seeking to remain in Canada permanently. The figure includes student visas, work permit holders including work permit extensions: many of these people will benefit Canada and then go back to their countries. If you look at the FAR more relevant figures for actual population growth, they show that the population will grow MUCH more slowly in 2025 than it did in 2024. I'm disappointed that the person who made this video did not see fit to provide real context to all this anti-immigrant sentiment. Inflating the problem is dangerous. The economic hurt is real, but throwing into the mix completely misleading figures about how fast the population is growing only serves to weaponize the pain being felt from the economy, against immigrants. We can't have a lucid conversation about the problem and the solutions, if the medium is this non-existent standard for fact-checking. Channel owner, please do better.
Identity Attack0.019274252
Insult0.059061307
Profanity0.017845914
Threat0.0084793
Severe Toxicity0.0024795532
Low Tox 0.11202335 Constructive 0.773 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Trudeau and Jagmeet had a deal. What wad it? Since then this has become a huge problem. Don't expect the feds to fix this overnight. Stop immigration for 5-10yrs and hire a dept to verify …
Trudeau and Jagmeet had a deal. What wad it? Since then this has become a huge problem. Don't expect the feds to fix this overnight. Stop immigration for 5-10yrs and hire a dept to verify ALL student visa, biometrics, overstays, etc. Start a dept to do surprise visits to all work establishments for documentation of all employees. Stop giving money away to refugees unless 100% verified to be actual refugee. Don't bring your culture to another country if you left your country. When you leave you adapt to the countries way of life. Canada is not for you of you cannot respect Canadians way of life.. We don't want your cultures, we already have our own Canadian way of life.
Identity Attack0.047448806
Insult0.046764325
Profanity0.01893901
Threat0.007922632
Severe Toxicity0.0032234192
Low Tox 0.11202335 Constructive 0.63
Aug 25, 2025 Why Canadians Are Turning Against …
Lol the visa guy can't even get his story straight. Next year. Next month. All the same thing
Lol the visa guy can't even get his story straight. Next year. Next month. All the same thing
Identity Attack0.008398513
Insult0.054376744
Profanity0.023584666
Threat0.007145886
Severe Toxicity0.002193451
Low Tox 0.11171334 Low Con 0.173 Humor_Satire
Feb 8, 2026 Inside Canada's Indian Invasion...
New Zealand used as a back door entry into Australia. Go to NZ then come to Australia on tourist, student, work visa. Big scandal in Oz with possibly thousands of fake qualifications in medicine, engineering, …
New Zealand used as a back door entry into Australia. Go to NZ then come to Australia on tourist, student, work visa. Big scandal in Oz with possibly thousands of fake qualifications in medicine, engineering, IT etc.
Identity Attack0.048995655
Insult0.03588435
Profanity0.012926984
Threat0.007249452
Severe Toxicity0.0022888184
Low Tox 0.11150667 Moderate Con 0.363 Policy_Critique
Jan 28, 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.