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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: "But will you call an …" 741 comments · Page 23 of 30
I laughed when you called America the greatest country on earth
I laughed when you called America the greatest country on earth
Identity Attack0.052035484
Insult0.035443626
Profanity0.03339528
Threat0.0070164283
Severe Toxicity0.0031852722
Low Tox 0.15048122 Moderate Con 0.382 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
calling America is the greatest country of the world is kinda funny.. lol
calling America is the greatest country of the world is kinda funny.. lol
Identity Attack0.05976611
Insult0.04207976
Profanity0.038655918
Threat0.007819066
Severe Toxicity0.0038528442
Low Tox 0.15048122 Low Con 0.225 Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
We call them Tim-igrants
We call them Tim-igrants
Identity Attack0.10221587
Insult0.0350029
Profanity0.029460056
Threat0.008582866
Severe Toxicity0.004825592
Low Tox 0.15048122 Low Con 0.262 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
All illegal immigrants and so-called refugees have the right to come to Canada for better life.
All illegal immigrants and so-called refugees have the right to come to Canada for better life.
Identity Attack0.11512129
Insult0.03522326
Profanity0.015454767
Threat0.0061231707
Severe Toxicity0.0025749207
Low Tox 0.147767 Moderate Con 0.307
Nov 14, 2018 1 likes How much do refugees and …
Ill say this lastly. Why do we all have to leave why does the gov keep getting away with this. There is only one solution. Sadly. When the gov sells you out and tries to …
Ill say this lastly. Why do we all have to leave why does the gov keep getting away with this. There is only one solution. Sadly. When the gov sells you out and tries to replace those who built the nation, its called treason. I smell the likes of marie antoinette on our politicians and i suspect a similar outcome for them very soon.
Identity Attack0.006696612
Insult0.070799805
Profanity0.015932998
Threat0.008738215
Severe Toxicity0.002002716
Low Tox 0.1460314 Moderate Con 0.453
Aug 26, 2025 Why Canadians Are Turning Against …
For _years_, thoughtful and well-meaning people have been showing the evidence that massive over-immigration was detrimental to Canada. They were rewarded by being called r-ists and xenophobes. Turns out that, actually, they were right. Canada …
For _years_, thoughtful and well-meaning people have been showing the evidence that massive over-immigration was detrimental to Canada. They were rewarded by being called r-ists and xenophobes. Turns out that, actually, they were right. Canada needs, right now, a 100% moratorium on all immigration for at least three years to allow infrastructure and health care to catch up. After that, a very slow and gradual increase to maximim 1% current population levels, with a strict focus on STEM and health care grads. Not their parents and grandparents and great aunts. And if any of them breaks the Canadian criminal code, they are deported within 24 hours.
Identity Attack0.073429056
Insult0.06634661
Profanity0.020373698
Threat0.007637825
Severe Toxicity0.0036239624
Low Tox 0.14429577 Constructive 0.511 Policy_Critique
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Ha Ha Ha!! As an Indigenous person in this country they call Canada, everybody is an immigrant to me. Now you know what it feels like.
Ha Ha Ha!! As an Indigenous person in this country they call Canada, everybody is an immigrant to me. Now you know what it feels like.
Identity Attack0.10221587
Insult0.0314771
Profanity0.015967157
Threat0.006136116
Severe Toxicity0.0030326843
Low Tox 0.14082454 Constructive 0.538
Dec 23, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
Jason Kenney ad "Alberta calling" was more destructive than Liberal Open Borders policy
Jason Kenney ad "Alberta calling" was more destructive than Liberal Open Borders policy
Identity Attack0.009619443
Insult0.07428485
Profanity0.013405213
Threat0.007974415
Severe Toxicity0.0019454956
Low Tox 0.13908891 Low Con 0.213 Policy_Critique
Feb 24, 2026 1 likes LILLEY UNLEASHED: The fall of …
No difference compared to Bermingham. Theres a street called Dudley and it 100% looks like India and gives you a vibe that you just teleported to India 😂
No difference compared to Bermingham. Theres a street called Dudley and it 100% looks like India and gives you a vibe that you just teleported to India 😂
Identity Attack0.10221587
Insult0.03511308
Profanity0.042413518
Threat0.007948523
Severe Toxicity0.0046920776
Low Tox 0.13908891 Moderate Con 0.386 Comparative_Framing
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
The government needs to investigate why most fastfood restaurants only hires Indian?, why security companies only hire Indians? Why most call centers only hire indians? Mcdonald's and Tim hortons owe canadian an explanation. The minster …
The government needs to investigate why most fastfood restaurants only hires Indian?, why security companies only hire Indians? Why most call centers only hire indians? Mcdonald's and Tim hortons owe canadian an explanation. The minster of labor must be held accountable.
Identity Attack0.15731181
Insult0.028502205
Profanity0.011936366
Threat0.006809296
Severe Toxicity0.0025939941
Low Tox 0.1373533 Moderate Con 0.431
Sep 20, 2025 809 likes Inside Canada's Indian Metropolis (Brampton)
Stop calling them refugees. All men, in their 20s to 40s. They’re soldiers, ready to take over.
Stop calling them refugees. All men, in their 20s to 40s. They’re soldiers, ready to take over.
Identity Attack0.078392304
Insult0.032909457
Profanity0.015318131
Threat0.012906751
Severe Toxicity0.0031852722
Low Tox 0.13561769 Low Con 0.257
Nov 20, 2025 Thousands of refugees allowed into …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in their homeland. Why would they not accept coming here if they see potential for a brighter future ? Furthermore, they don’t have pathways to citizenship offered by the government; there are no well-defined courses or integration programs designed to help newcomers become fully part of the society. Instead, they are arriving in basically what is a new India. They are welcome with open arms and new rights as Canadians, without the responsibilities that SHOULD go with it. So, the entire culprit is our Canadian government. This situation is part of a much larger, global agenda aimed at sowing division among populations to weaken national unity. The phrase _Divide et Impera_ (Divide and Conquer) highlights this tactic. The Canadian government is orchestrating this strategy, intentionally aligned with the nefarious 2030 agenda. This agenda calls to flood the White Christian Western world with massive immigration, which will erode cultural and national identities. The ultimate goal is to strip nations of their cultural and historical identities, making their populations more dependent on the State to provide a new identity. This dependency is projected to lead to the implementation of digital identification systems, biometric tracking, and other dystopian technological measures. These politicians on both sides are NOT humanists. The overarching aim is not merely human advancement but transhumanism — merging humans with technology — which is pure evil, even demonic, a plan to transform human existence radically. A plot to erase humanity as we know it. This is also the real reason and rationale behind the trans agenda. You can be whatever you want if you identify with it. Now, how about a cyborg, the singularity or what is called humankind 2.0 ? They will try to get it with WW3. The mandates will be said to be good for us, as they will procure a false sense of security in every country on Earth. They need India to go against the Muslim world. Canada has accepted this for the novus ordo seclorum of nations. You probably heard the saying that governments are NOT elected, but selected. That’s true. Our system is an illusion of democracy. They needed these far-left Liberals for these objectives and many others. Then, when it will be too much and order for the chaos, they will count on the far right to go to war. There will be two coalitions: the Western nations + Israel 🇮🇱 + some arab countries like Saudi Arabia 🇸🇦, Jordan 🇯🇴, Syria 🇸🇾 + Ukraine 🇺🇦 + India 🇮🇳 + Japan 🇯🇵 + South Korea 🇰🇷 *VS* the Arab League + Russia 🇷🇺 + China 🇨🇳 + North Korea 🇰🇵. The worst in all of that is that Freemasonry controlled both sides and their political leaders. They play on both sides, as in WW1 and WW2.
Identity Attack0.12208464
Insult0.03588435
Profanity0.025907494
Threat0.007961469
Severe Toxicity0.003490448
Low Tox 0.13388206 Constructive 0.617 Unverified_Claim
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Most of Indians who call themselves Punjabi don't even wanna acknowledge that Punjab is not a country but a state that belongs to India. So why don't you just say Punjab India? Only Punjab.
Most of Indians who call themselves Punjabi don't even wanna acknowledge that Punjab is not a country but a state that belongs to India. So why don't you just say Punjab India? Only Punjab.
Identity Attack0.13377325
Insult0.035443626
Profanity0.02030538
Threat0.00713294
Severe Toxicity0.0038337708
Low Tox 0.13388206 Moderate Con 0.304 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
First give them hopes to come to foreign place and work on low income... Then once you take make of them local start to call it invasion but their government is the one should be …
First give them hopes to come to foreign place and work on low income... Then once you take make of them local start to call it invasion but their government is the one should be blamed...
Identity Attack0.06294931
Insult0.04032305
Profanity0.01402008
Threat0.0101363575
Severe Toxicity0.0031089783
Low Tox 0.13388206 Low Con 0.283 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
"it used to be called a multicultural city" ah yes the exact rhetoric you don't realise or wont admit was the slippery slope that led to what Brampton looks like now.
"it used to be called a multicultural city" ah yes the exact rhetoric you don't realise or wont admit was the slippery slope that led to what Brampton looks like now.
Identity Attack0.05612817
Insult0.057890166
Profanity0.0138151245
Threat0.006492125
Severe Toxicity0.0025367737
Low Tox 0.13214645 Moderate Con 0.405
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It's getting clear now how much you young people gave up for foreign so called student's ???
It's getting clear now how much you young people gave up for foreign so called student's ???
Identity Attack0.072601855
Insult0.04442204
Profanity0.015591404
Threat0.00666042
Severe Toxicity0.002708435
Low Tox 0.13041082 Low Con 0.294
Oct 6, 2025 IRCC Names India in Study …
they dont call it brown town for a reason
they dont call it brown town for a reason
Identity Attack0.10221587
Insult0.029604018
Profanity0.029460056
Threat0.008026198
Severe Toxicity0.0037384033
Low Tox 0.13041082 Low Con 0.209 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I call bs that they can't find them. They just dont want to find them
I call bs that they can't find them. They just dont want to find them
Identity Attack0.0058826595
Insult0.04090862
Profanity0.1352073
Threat0.00823333
Severe Toxicity0.0035858154
Low Tox 0.13041082 Moderate Con 0.303
Sep 29, 2025 IRCC Names India in Study …
Its called Tmigrants not tim hortons
Its called Tmigrants not tim hortons
Identity Attack0.10221587
Insult0.03235855
Profanity0.019348921
Threat0.006537435
Severe Toxicity0.00333786
Low Tox 0.13041082 Low Con 0.173 Humor_Satire
Feb 14, 2026 Inside Canada's Indian Invasion...
It’s getting harder and harder for people to watch what happens in the House of Commons without feeling downright furious. Every day, Canadians work long hours, pay crushing taxes, and deal with rising costs — …
It’s getting harder and harder for people to watch what happens in the House of Commons without feeling downright furious. Every day, Canadians work long hours, pay crushing taxes, and deal with rising costs — and for what? To watch elected officials sit in Parliament and turn Canadian issues into a circus. It feels like half the time they’re more interested in scoring cheap political points than actually solving anything. The constant bickering, yelling, and rehearsed “outrage” looks less like leadership and more like a never‑ending performance meant to distract us from how little actually gets done. How much do you think each of them makes just sitting there doing nothing all day, and calling it a job. THE REAL CROOKS OF CANADA Politicians. Blame the Indians who come to work in Canada when send billions to Ukraine. WAKE UP CANADA TO REAL PROBLEM
Identity Attack0.026609946
Insult0.07016616
Profanity0.020168742
Threat0.008077981
Severe Toxicity0.0027656555
Low Tox 0.12867521 Moderate Con 0.49 Policy_Critique
Feb 5, 2026 Inside Canada's Indian Invasion...
Canada's Immigration Crisis: Prioritizing National Interests Over Uncontrolled Influx from India The Government of Canada must immediately pause all new immigration from India until systemic abuses are fixed. This is not xenophobia—it is evidence-based policy …
Canada's Immigration Crisis: Prioritizing National Interests Over Uncontrolled Influx from India The Government of Canada must immediately pause all new immigration from India until systemic abuses are fixed. This is not xenophobia—it is evidence-based policy to protect Canadian jobs, housing, healthcare, and social cohesion from documented exploitation. 1. Failure to Assimilate: Parallel Societies Indian newcomers are building insulated communities rather than integrating: Enrolling children in private ethnic schools that teach Punjabi/Gujarati/Hindi first, Canadian history second. Erecting religious/cultural statues (e.g., Sikh soldiers, Hindu deities) that symbolize India, not Canada. Hiring almost exclusively within their networks—creating ethnic enclaves in Brampton, Surrey, and Abbotsford. Result: Two-tier citizenship where one group opts out of shared Canadian identity. 2. Systematic Fraud & Loophole Exploitation IRCC data shows India as the #1 source of immigration fraud: Diploma mills: Over 100 Punjab-based “colleges” exist solely to sell student visas. Graduates demand PR after 6–12 months of attendance. Staffing note: Many of these fake schools hire only Indian instructors and administrators. Chain migration: One student sponsors parents → parents sponsor siblings → endless loop. Elderly parents (65+) arrive with zero tax history yet access free healthcare and OAS/GIS top-ups. Driver’s license fraud: Punjabi-language road tests in India allegedly purchased for $500–$1,000; new arrivals cause chaos on GTA roads. Leadership capture: IRCC Regional Director – Harpreet Kochhar Deputy Minister (Citizenship) – Pemi Gill Director of Fraud Detection – Aiesha Zafar → 79,000+ “lost” Indian files (2024 Auditor General report). Demand their removal for incompetence and conflict of interest. 3. Healthcare & Professional Capture: Profit-Driven Abuse Indian-trained professionals now dominate key sectors and prioritize their own community: Veterinarians & physicians: Order excessive tests (MRIs, blood panels, ultrasounds) on healthy pets/patients to inflate billings. Ontario Veterinary College audits (2023) show Indian-owned clinics average 3.2× more procedures per visit than Canadian peers. Hospital wait-list manipulation: Indian-descended administrators in GTA hospitals (e.g., Brampton Civic, William Osler) fast-track Indian patients via “family referrals,” pushing Canadians to 12–18 month delays for knee/hip replacements. Pharmacy chains: Indian-owned Shoppers Drug Mart franchises in Peel Region refuse to hire non-Indian pharmacists; staff counsel Indian patients to stockpile free meds under Trillium Drug Program. Result: Canadians pay taxes for a system that now serves insiders first. 4. Housing & Resource Monopoly Real-estate bidding rings: Indian investor groups (often 8–12 families pooling funds) outbid Canadian first-time buyers by 20–40 % in Brampton, Mississauga, and Surrey. CMHC data (2024): 62 % of multiple-offer wins in these cities involve Indian surnames. Illegal basement suites: 40,000+ unpermitted units in Peel Region—90 %+ rented exclusively to Indian students/newcomers, bypassing fire codes and municipal taxes. Food-bank abuse: Brampton food banks report 75 % of users are Indian international students with $60 k tuition-paid status—yet eligible for free groceries while Canadian seniors are turned away. 5. Unsustainable Strain on Resources Birth rates: Indian-Canadian fertility ~2.8 vs national 1.4 (StatsCan 2023). Strategic demographic expansion drains schools, maternity wards, and child-tax benefits. Job displacement: Nepotism in trucking, security, and hospitality pushes Canadian-born workers aside. Example: Tim Hortons franchises in Peel Region—90 % Indian staff, zero ads on Indeed. Welfare despite employment: PGWP holders earn $18–22/hr in cash-heavy roles yet qualify for GST/HST credits and Ontario Trillium Benefit. 6. Imported Crime & Work Ethic Issues Gang violence: Brampton/Surrey now rival Toronto for Indo-Canadian gang shootings (Peel Police 2024). Fraud rings: $2 B+ in CESTB/CEBA scams traced to Punjab call centres. Workplace corners-cutting: Health Canada inspections cite Indian-owned pharmacies for fake prescriptions; MTO flags Indian-heavy trucking firms for log-book fraud. Immediate Policy Demands 180-day moratorium on all Indian visas (study, work, visitor). Close 150+ diploma mills; revoke licences of agents in Punjab/Chandigarh. End parental sponsorship for anyone over 55 with <10 years Canadian tax residency. Mandate public-school enrollment for all PR children; no public funding for ethnic private schools. Fire & replace Kochhar, Gill, Zafar—appoint independent auditors. PR points overhaul: Minimum 5 years continuous skilled work + CLB 9 English + clean police record. Healthcare audit: Cap billing per patient; random audits of Indian-owned clinics/hospitals. Housing registry: Ban cash offers >10 % above asking; require proof of 5-year Canadian income for multiple-property purchases. Canadians citizens who contributed and work hard to built this country must be prioritize. Full stop! The evidence is public, parliamentary, and police-reported. Ignore the “racism” label—protect the country before these Indians takeover completely takes over Canada.
Identity Attack0.10699738
Insult0.037980765
Profanity0.014225035
Threat0.008272167
Severe Toxicity0.0035095215
Low Tox 0.12520397 Constructive 0.581
Oct 29, 2025 Why Canadians Are Turning Against …
Please don’t call yourself a journalist
Please don’t call yourself a journalist
Identity Attack0.008842488
Insult0.038566336
Profanity0.018187506
Threat0.007249452
Severe Toxicity0.001964569
Low Tox 0.123468354 Low Con 0.264 Meta_Commentary
Jan 27, 2026 1 likes 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 …
Yes that's right trudeau called Us and now disrespecting
Yes that's right trudeau called Us and now disrespecting
Identity Attack0.00899048
Insult0.0623257
Profanity0.013405213
Threat0.007068211
Severe Toxicity0.0016975403
Low Tox 0.119997114 Moderate Con 0.406 Policy_Critique
Jan 1, 2026 Inside Canada's Indian Metropolis (Brampton)

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.