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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: "Clean Canada up" 46 comments · Page 2 of 2
The number & money spent on fake refugees is a lot higher with the free hotels and spending cards provided, we need Ice to clean up the house or Canada will go bankrupt soon.
The number & money spent on fake refugees is a lot higher with the free hotels and spending cards provided, we need Ice to clean up the house or Canada will go bankrupt soon.
Identity Attack0.17614605
Insult0.11978693
Profanity0.015523086
Threat0.012647836
Severe Toxicity0.0059127808
Low Tox 0.2412222 Moderate Con 0.4 Unverified_Claim
Dec 24, 2025 2 likes Deportations From Canada at Their …
Time clean up immigration Canada now fired people foreigners back home now hire candians people know how do their jobs now
Time clean up immigration Canada now fired people foreigners back home now hire candians people know how do their jobs now
Identity Attack0.27778897
Insult0.06757036
Profanity0.015010698
Threat0.012233571
Severe Toxicity0.007972717
Low Tox 0.2412222 Low Con 0.207 Call_To_Action
Dec 19, 2025 IRCC Names India in Study …
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service …
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service I contact it's just * people now. When I went to college everyone was from there. This was a regular local college that Canadian kids aspire to go to. They made up 90% of the classmates, they never showed up to class, they refused to participate in team projects, nobody failed. They did so poorly but the school charges 3x. My final year they cancelled final exams because they decided too many international students would fail. They are from the same country but they have different religions and from different cities that hate each other so they would refuse to communicate with each other. Imagine you meet someone from another province and you hate them and aren't afraid to crashout in public over it. My next door neighbors there is so many people living in the house that they live there on a schedule one group in and one group out. You would think they would be going to work NO they literally hang out all day long like a bad 90s comedy movie. In the last 10 years all of the house in my town skyrocketed in price. The people around me all bought around 2010 - 2015 for $150k - $260k and sold for around $1m 2023 - 2026. Average house price in my town has stayed at 3x what it was 10 - 15 years ago. They don't rake their leaves, they don't clean up their trash, they don't clear their snow from their driveways. Both my parents are immigrants, they came here poor had to work, had to respect the country and its laws and culture because that's what allowed Canada to be successful so they could come here. All I hear about or see now is immigrants from the one country? When I was a kid I grew up with every nationality where did everybody go?
Identity Attack0.036105253
Insult0.089778624
Profanity0.094542764
Threat0.008505191
Severe Toxicity0.00831604
Low Tox 0.23415339 Constructive 0.684 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I know some older Indians who assimilated well and made Canada better, but these new immigrants are no good. They want everything for free. My roommate is from the Philippines, but she works hard, is …
I know some older Indians who assimilated well and made Canada better, but these new immigrants are no good. They want everything for free. My roommate is from the Philippines, but she works hard, is very clean, polite, and easy to get along with. So I'm not against immigration, but I want the people coming over to pay their own way. My mom and stepdad did that in the 80s and did well.
Identity Attack0.27914262
Insult0.0817555
Profanity0.019553876
Threat0.006835188
Severe Toxicity0.0059127808
Low Tox 0.2330714 Constructive 0.809 Personal_Narrative
Feb 18, 2026 Inside Canada's Indian Metropolis (Brampton)
Dont blame the punjabi and Sikh community. Alot of heart warming people. When you have a corruption of Canada government Carney and his liberals. This what happens when government has no accountability. Canada wasn't like …
Dont blame the punjabi and Sikh community. Alot of heart warming people. When you have a corruption of Canada government Carney and his liberals. This what happens when government has no accountability. Canada wasn't like this before. Want change clean up this liberal government. Its liberal supporters that allow this.
Identity Attack0.11976352
Insult0.13064787
Profanity0.014771583
Threat0.007262398
Severe Toxicity0.0036239624
Low Tox 0.21107252 Constructive 0.565 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Time to clean house and restaff immigration Canada. Obviously the management in place are not competent to do the job needed.
Time to clean house and restaff immigration Canada. Obviously the management in place are not competent to do the job needed.
Identity Attack0.055218685
Insult0.14331897
Profanity0.013234417
Threat0.0068999166
Severe Toxicity0.0030517578
Low Tox 0.20009702 Low Con 0.239 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
Close the door and clean the house. If you don't adapt to the Canadian values and culture, don't come to Canada.
Close the door and clean the house. If you don't adapt to the Canadian values and culture, don't come to Canada.
Identity Attack0.17303948
Insult0.03588435
Profanity0.013405213
Threat0.011689849
Severe Toxicity0.0049591064
Low Tox 0.18744208 Moderate Con 0.302
Sep 8, 2025 Why Canadians Are Turning Against …
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said …
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said "C'mon over..." Our path forward is to purge our nation of illegal immigrants, PRs that aren't hitting the metrics, students with expired visas and of course criminals who are not Canadians. Once we've cleaned house we need to treat our country like the prize that it can be and only invite in those who fit in with our psyche and economic needs. Just because someone shows up at our border doesn't mean that they belong in Canada.
Identity Attack0.11163961
Insult0.0838533
Profanity0.02167175
Threat0.011146127
Severe Toxicity0.0062561035
Low Tox 0.18459146 Constructive 0.59 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Canada is not bringing in immigrants to work. I am a child of immigrants. My parents worked hard from the day they landed and given 0 from the government. Today, these "new Canadians " get …
Canada is not bringing in immigrants to work. I am a child of immigrants. My parents worked hard from the day they landed and given 0 from the government. Today, these "new Canadians " get free housing, free large amounts of money(which they use to send back to their homeland)...while we , born Canadians find it hard to pay our everyday expenses. Does this make sense.? The government has to stop handing out our hard earned money. Take care of your own first. And we have to endure bending to their culture not them learning our culture...our humility and kindness. This is not about to being welcoming to everyone , this is about calling out to the government start cleaning up this mess before we ( born Canadians) find ourselves without a country of our own.
Identity Attack0.11163961
Insult0.07491849
Profanity0.020168742
Threat0.008427517
Severe Toxicity0.0048828125
Low Tox 0.1798404 Constructive 0.672 Economic_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Pierre Poilievre - is the ONLY LEADER WHO CAN FIX CANADA HE HAS CLEAR GOAL AND PLAN - Please VOTE FOR HIM If you want our Golden-days back and clean Liberal mess
Pierre Poilievre - is the ONLY LEADER WHO CAN FIX CANADA HE HAS CLEAR GOAL AND PLAN - Please VOTE FOR HIM If you want our Golden-days back and clean Liberal mess
Identity Attack0.06385879
Insult0.06302499
Profanity0.02433617
Threat0.012233571
Severe Toxicity0.005874634
Low Tox 0.16851899 Moderate Con 0.47
Nov 21, 2025 Quebec Ends Economic Immigration Program …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? Not understanding why people say that to them. Folks, the Trudeau/Carney Gov was the problem all along. Trudeau's campaign on bringing 500,000 a year made this a field day for everyone around the world... Furthermore the campaigns they would have in other countries to literally sell the idea for them to apply to become an immigrant in Canada. The libs are 100% responsible for what is happening now... For me to tell an immigrant, the he/she is not wanted here is not relevant... The government sold them the pitch to come here for a better life.... Trudeau allowed other loopholes to happen too.... Migrants through applying to colleges and universities, migrants through the liberal foreign work program and the list goes on. Now we have a problem and everyone sees it.... The question is what do we do as Canadians... I exercised my vote for blue...but we still had a majority of liberal supporters which was not just surprising but it seemed that people think Conservatives are bad people who are racist and want to follow trumps steps... i begged to differ.... I think what many of us are aiming for is a cleaning up of liberal policies... And stop immigration from ALL PLACES. Allow Canada to re-coop, reestablish and redevelop what it always was.
Identity Attack0.10221587
Insult0.06984934
Profanity0.02167175
Threat0.007909686
Severe Toxicity0.0043296814
Low Tox 0.165053 Constructive 0.776
Sep 8, 2025 Why Canadians Are Turning Against …
Canada should join India hehehe.Canada has nothing except gdp per capita.Military economy agriculture industries all goes to India and nit an arid land.We are very glad that India is not like canada.India has some cities …
Canada should join India hehehe.Canada has nothing except gdp per capita.Military economy agriculture industries all goes to India and nit an arid land.We are very glad that India is not like canada.India has some cities that are very clean like Indore and very modern and luxurious cities like hyderabad.
Identity Attack0.15303208
Insult0.03768798
Profanity0.015864678
Threat0.007353018
Severe Toxicity0.0040245056
Low Tox 0.15600902 Moderate Con 0.425 Comparative_Framing
Feb 11, 2026 1 likes 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 Canadian. Immigration is for votes.... Canada needs someone like Trump to clean up our mess. Too much to say. This might not even post...
I'm Canadian. Immigration is for votes.... Canada needs someone like Trump to clean up our mess. Too much to say. This might not even post...
Identity Attack0.03894114
Insult0.046764325
Profanity0.0138151245
Threat0.007547205
Severe Toxicity0.002155304
Low Tox 0.11367676 Moderate Con 0.466 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
This is the tip of the iceberg for government, institutional corruption. Canada is still under the Biden administration. Canadians one day will see the house cleaning the Trump administration did was the only way.
This is the tip of the iceberg for government, institutional corruption. Canada is still under the Biden administration. Canadians one day will see the house cleaning the Trump administration did was the only way.
Identity Attack0.013546381
Insult0.057890166
Profanity0.012277958
Threat0.007029374
Severe Toxicity0.001783371
Low Tox 0.10783285 Moderate Con 0.306
Oct 5, 2025 IRCC Names India in Study …
Peope dont realise this but there is no stopping immigration in Canada. The stock market anticipates huge immigration as it is the only feasible path towards growing corporate profits. If we dont have huge immmigration, …
Peope dont realise this but there is no stopping immigration in Canada. The stock market anticipates huge immigration as it is the only feasible path towards growing corporate profits. If we dont have huge immmigration, the purchasing power of boomers, derived from a booming market and real estate market, will lead to massive inflation as labor shortages occur. There is nothing we can do to stop this. Boomers are going to vote Liberal and liberals will continue to flood the country with third world immigrants who cook, clean, drive, caretake, etc. Millenials and gen Z are the ones who will never own a home or start a family. And ironically the low birth rate will lead to even more immigration. I suspect that Canada will be primarily asian and african by 2060.
Identity Attack0.026007013
Insult0.033239998
Profanity0.0147374235
Threat0.0077284453
Severe Toxicity0.0020217896
Low Tox 0.091913216 Constructive 0.614 Economic_Argument
Jun 21, 2025 How Canada broke its immigration …
Clean Canada up
Clean Canada up
Identity Attack0.027011903
Insult0.01929015
Profanity0.013131939
Threat0.01187109
Severe Toxicity0.0031852722
Low Tox 0.05799546 Low Con 0.251 Call_To_Action
Jan 4, 2026 1 likes New rules, regulations take effect …
People need to accept the truth. Canada was doing well until it stopped being European only. Europeans of all cultures built successful, clean stable advanced nations. We then let in the rest and the country …
People need to accept the truth. Canada was doing well until it stopped being European only. Europeans of all cultures built successful, clean stable advanced nations. We then let in the rest and the country fell apart.
Identity Attack0.030433474
Insult0.018645585
Profanity0.010911589
Threat0.0066927844
Severe Toxicity0.0013446808
Low Tox 0.051810697 Moderate Con 0.409 Identity_Assertion
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for both part & full time. I apply for at least 10-20 a day. I’m not getting calls for interviews. I’ve even applied twice to one job because I was not chosen but 2 weeks later the same position was back. I’m fortunate enough to not have to work. I have a husband that makes a very good salary that pays for all of the bills , groceries & vacations. Up until Covid collapsed my 2 franchises & I was sinking more money in than making it I had to sell one for 1/3 of what I paid for it & give the other away. I started a small business at home doing lash extensions. I have my regular clients. But if I want to save my own money it’s not sustainable or steady. I want to work because I enjoy leaving my home not to just go grocery shopping or visit family. That’s even if they are home from work. I like having a purpose. I’m skilled in accounting, cleaning, sales, marketing, customer service you name it. Many might say that I’m very lucky. I am very blessed but it’s also very lonely. Plus I have always worked & had independence. I hate asking my husband to send me money so I can pay my cell, credit card bills. I don’t even go shopping without him for new clothes because I rely on him to pay for those too. Hypothetically we broke up tomorrow I’d be screwed. I worry about if he dies. There’s life insurance but we still have a mortgage to pay & monthly bills. Plus of course I’d make sure his kids got some too. Not to mention I’ve had mental health struggles with social anxiety & agoraphobia years ago. The more I stay home the more I get anxious about going out. Days can get boring & then I find myself napping all afternoon. I need a job. I just want my own money. I don’t want to go to my husband every 3 months & ask him to send me 2000.00 to clear up my overdraft for one business day. I don’t even want to have to use it. Sorry for the rant but I feel that even when filing out applications many times I’m asked if I’m racialized. In other words is my skin brown.
Identity Attack0.005771666
Insult0.012946909
Profanity0.013576009
Threat0.006382086
Severe Toxicity0.0010490417
Low Tox 0.021549871 Constructive 0.835 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
No more pr. Go back all. Clean Canada.
No more pr. Go back all. Clean Canada.
Identity Attack0.00020180264
Insult0.0013182673
Profanity0.00004923913
Threat0.00014148068
Severe Toxicity0.0000024845524
Low Tox 0.003138065
Apr 19, 2025 2 likes
This is perfect step from USA. When you say "Canadian", you need to understand and admit that the composition of "Canadian population" has changed substantially over the past few years. I wish Canada also takes …
This is perfect step from USA. When you say "Canadian", you need to understand and admit that the composition of "Canadian population" has changed substantially over the past few years. I wish Canada also takes enough security steps before getting influx. It is not the country where from you come, it is who is coming. And, if one has clean records, what should one worry?
Identity Attack0.000120073375
Insult0.00013968495
Profanity0.000021232883
Threat0.000024228715
Severe Toxicity0.0000028339366
Low Tox 0.0003879494
Dec 8, 2025 10 likes

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.