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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "If they are here illegally …" 638 comments · Page 4 of 26
So when the guy said "today 1 in 4 people in Canada is immigrant" LOL 100% of people in Canada are immigrants there aren't much Native people left. So if anyone thinks they came before …
So when the guy said "today 1 in 4 people in Canada is immigrant" LOL 100% of people in Canada are immigrants there aren't much Native people left. So if anyone thinks they came before so they have the right? That's bullshit. Problem isn't immigration, problem is illegal immigration. People coming and not contributing to the growth. that's the problem. But Old European migrants thinking that it;s their ancestors land is also a problem. Fix that too.
Identity Attack0.3780483
Insult0.40243408
Profanity0.46460027
Threat0.010783645
Severe Toxicity0.023645958
Moderate 0.48021027 Constructive 0.529
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
If I were that Indian trafficker, I’d refuse to help you right off the bat. Bro, you look so suspicious, and your English is obviously too good for an illegal immigrant 🤣
If I were that Indian trafficker, I’d refuse to help you right off the bat. Bro, you look so suspicious, and your English is obviously too good for an illegal immigrant 🤣
Identity Attack0.5108175
Insult0.42881694
Profanity0.16869035
Threat0.011560392
Severe Toxicity0.023270357
Moderate 0.47886392 Low Con 0.298 Identity Attack Humor_Satire
Feb 16, 2026 Inside Canada's Indian Invasion...
It should be illegal for Indians to leave India
It should be illegal for Indians to leave India
Identity Attack0.57150364
Insult0.23237456
Profanity0.1612468
Threat0.05688698
Severe Toxicity0.024866661
Moderate 0.47886392 Low Con 0.148 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They are all illegals -Must be deported
They are all illegals -Must be deported
Identity Attack0.50588524
Insult0.36798462
Profanity0.104876526
Threat0.13802026
Severe Toxicity0.024350211
Moderate 0.47772613 Low Con 0.156 Identity Attack Unverified_Claim
Nov 21, 2025 2 likes IRCC Names India in Study …
Darn. Joanie is exactly describing PP's wife, who crossed our border illegally and has been living high off the hog for years on end now in a taxpayer funded mansion, with servants. Huh.
Darn. Joanie is exactly describing PP's wife, who crossed our border illegally and has been living high off the hog for years on end now in a taxpayer funded mansion, with servants. Huh.
Identity Attack0.10221587
Insult0.41530323
Profanity0.45190978
Threat0.010550622
Severe Toxicity0.023076924
Moderate 0.47323486 Moderate Con 0.383 Unverified_Claim
Feb 23, 2026 3 likes 'We do know that there's …
How many of them are illegal??? In the US there are up to 500k illegal Indian immigrants, all of whom are criminals because they either entered the country illegally or purposely and knowingly overstayed their …
How many of them are illegal??? In the US there are up to 500k illegal Indian immigrants, all of whom are criminals because they either entered the country illegally or purposely and knowingly overstayed their visa, or they were working illegally under a student visa! They must be arrested, prosecuted, and then deported at their own expense. The only solution; deport, deport, deport!
Identity Attack0.5135796
Insult0.40189892
Profanity0.0715894
Threat0.13815513
Severe Toxicity0.024725812
Moderate 0.47173777 Moderate Con 0.425 Identity Attack Unverified_Claim
Feb 1, 2026 Inside Canada's Indian Metropolis (Brampton)
If they are here illegally kick em out
If they are here illegally kick em out
Identity Attack0.30103904
Insult0.16266862
Profanity0.17380778
Threat0.54744303
Severe Toxicity0.06101104
Moderate 0.47119883 Low Con 0.205 Threat Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
wake up folks and get this maggot prime minister trudeau OUT! If he has his way... refugees will have the right to vote....buying votes is illegal!!
wake up folks and get this maggot prime minister trudeau OUT! If he has his way... refugees will have the right to vote....buying votes is illegal!!
Identity Attack0.16801116
Insult0.5130944
Profanity0.16217725
Threat0.018019408
Severe Toxicity0.020127986
Moderate 0.46982017 Low Con 0.257 Insult
Jan 26, 2019 2 likes How much do refugees and …
First of all Canada 🇨🇦 is not white people's country. It was stolen from the Native indigenous people. Secondly, I am not Indian but Indians have controlled all the big businesses Canada has. Third None …
First of all Canada 🇨🇦 is not white people's country. It was stolen from the Native indigenous people. Secondly, I am not Indian but Indians have controlled all the big businesses Canada has. Third None white people will take over this stolen land , the reason is they work harder than the fat guy on the bike, that fat guy on the bike being racist against the 54 African countries show his true color. He was born in Canada and he can't even afford buying a $3,000 vehicle, he rides $50 dollars bike in -30 Canada winter because he is lazy and racist. The lazy and racist people can't even afford a good lifestyle!!! Indians and Africans owns big real estate properties and business. But the fat racist guy on the bike can only afford KFC Toonie Tuesday 2 dollars chicken and Burger Kings 3 dollars Burger. Again NO ONE IS ILLEGAL ON STOLEN LAND 😅😂 GOD BLESS INDIANS 🙏 GOD BLESS AFRICANS THE RACIST WILL DECLINE
Identity Attack0.48915586
Insult0.47020787
Profanity0.09992486
Threat0.013321015
Severe Toxicity0.023317307
Moderate 0.46716887 Moderate Con 0.458 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They're taking over Canada like crazy, can't even view niagara falls without a sardar and his family of 15 hogging the viewpoints and they are also quite dirty but not as dirty as those in …
They're taking over Canada like crazy, can't even view niagara falls without a sardar and his family of 15 hogging the viewpoints and they are also quite dirty but not as dirty as those in australia or india themselves, some are nice to be fair, like my familys personal driver is actually very kind and nice but then you have like 100s of illegals especially some of them running scams
Identity Attack0.36702603
Insult0.5130944
Profanity0.11230402
Threat0.010654188
Severe Toxicity0.020127986
Moderate 0.4645176 Constructive 0.666 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport all illegal immigrants now. No more students faking their way into our country
Deport all illegal immigrants now. No more students faking their way into our country
Identity Attack0.5135796
Insult0.29383746
Profanity0.077731855
Threat0.13815513
Severe Toxicity0.023411209
Moderate 0.45921504 Low Con 0.282 Identity Attack Call_To_Action
Sep 29, 2025 1 likes IRCC Names India in Study …
We had a group of classmates from UVIC which in particular INDIANS (not being racist at all) that only shows up on first day of semester and on the last day... SMH Canada is sure …
We had a group of classmates from UVIC which in particular INDIANS (not being racist at all) that only shows up on first day of semester and on the last day... SMH Canada is sure fvcked up by this group of individuals that are just here to work illegally.
Identity Attack0.41975367
Insult0.41767508
Profanity0.40929472
Threat0.010291707
Severe Toxicity0.024350211
Moderate 0.45761138 Constructive 0.54
Oct 2, 2025 1 likes IRCC Names India in Study …
Lol why not also make video on illegal people and drug trafficking from your ancestors country Brazil 😂. Also they start following international visitors from the airport and scam/loot them on the way!
Lol why not also make video on illegal people and drug trafficking from your ancestors country Brazil 😂. Also they start following international visitors from the airport and scam/loot them on the way!
Identity Attack0.46028158
Insult0.35016364
Profanity0.15195307
Threat0.13464862
Severe Toxicity0.024350211
Moderate 0.45757914 Low Con 0.282 Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Liberals are allowing it! Don’t make Canadians get mad because we are know for how fiercely we fight to protect others and our own! Look at Europe and how they are sending all Muslims and …
Liberals are allowing it! Don’t make Canadians get mad because we are know for how fiercely we fight to protect others and our own! Look at Europe and how they are sending all Muslims and Islamist terrorists back to their own countries! I believe it’s 52 Muslim countries to choose from! When western Canada separates, I’m not sure how these problem will be solved! Illegals and Islamist terrorists need to be dealt with!!!
Identity Attack0.5203519
Insult0.36798462
Profanity0.02795705
Threat0.023026628
Severe Toxicity0.022322904
Moderate 0.45757914 Constructive 0.579 Identity Attack Fear_Threat
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Illegal should be deported right away My goodness ruining everything
Illegal should be deported right away My goodness ruining everything
Identity Attack0.5108175
Insult0.29383746
Profanity0.12286829
Threat0.18281023
Severe Toxicity0.024350211
Moderate 0.4575469 Low Con 0.27 Identity Attack
Sep 30, 2025 IRCC Names India in Study …
Lol illegal White Europeans Settler's Are Angry At legal Indian Immigrants .?
Lol illegal White Europeans Settler's Are Angry At legal Indian Immigrants .?
Identity Attack0.5135796
Insult0.3388922
Profanity0.17101645
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4574824 Low Con 0.159 Identity Attack Humor_Satire
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The Liberals are brilliant thieves. They’ve managed to pull off over a decade of self-funded corruption. They use taxpayer money to buy media, influence institutions, and protect themselves from accountability. Canadians are literally paying for …
The Liberals are brilliant thieves. They’ve managed to pull off over a decade of self-funded corruption. They use taxpayer money to buy media, influence institutions, and protect themselves from accountability. Canadians are literally paying for their own political manipulation. Liberals = the most corrupt government in Canadian history (33 listed below and counting): Green Slush Fund (SDTC) – $1B+ in questionable clean-tech grants SNC-Lavalin Affair – Political interference in criminal prosecution ArriveCAN App – ~$60M for a basic travel app WE Charity Scandal – ~$912M contract to connected insiders Phoenix Pay System – $3.5B+ and still failing McKinsey Consulting Contracts – $500M+ outsourced policy work Foreign Interference Scandal – Intelligence warnings ignored Organized Crime & B.C. Money Laundering – Triad-linked casino and real estate laundering Fentanyl & Opioid Crisis – Border failures and weak enforcement Aga Khan Vacation Ethics Breach – Illegal luxury trip Randy Boissonnault Scandal – Business ties and lobbying questions Investing in Canada Plan – ~$92B in poorly tracked infrastructure spending PMO / Telford Staff Scandals – Obstruction and document withholding Bill Morneau Controversies – WE ties, pension conflicts Paul Chiang Controversy – Foreign interference allegations Unlawful Emergencies Act Use (Trucker Convoy) – Bank accounts frozen, later ruled illegal Firearms Buyback Fiasco – Projected $2B–$6B and counting Mark Carney / Brookfield Conflicts – Offshore tax structures, revolving-door politics Chrystia Freeland Ukraine Funding Controversy – Oversight concerns Baylis Medical Ventilator Contract – ~$237M contract awarded to a firm owned by a former Liberal MP for COVID-19 equipment. Mary Ng Ethics Breach – Multiple government contracts directed to a close personal friend and media personality. Dominic LeBlanc Ethics Breach – Awarding a lucrative Arctic surf clam license to a company linked to his wife’s family. NSICOP "Traitor" MP Allegations – National intelligence reports of sitting MPs "wittingly" collaborating with foreign hostile states. Admiral Mark Norman Prosecution – A failed $50M legal battle involving alleged political interference in a naval procurement contract. Han Dong Controversy – Resignation from caucus following allegations of CCP involvement in his nomination and conduct. Governor General Expense Scandals – ~$1.3M in luxury travel, high-end catering, and secretive villa renovations under Payette and Simon. PBO Carbon Tax Gag Order – Government blocking the Budget Officer from releasing internal data showing the tax’s true economic hit. GC Strategies $250M Windfall – Total federal contracts awarded to the two-person ArriveCAN firm since 2015 across multiple departments. Public Health Agency (PHAC) Missing Data – Intentional destruction of emails and documents related to the Winnipeg Lab security breach. Sustainable Development Technology Canada (SDTC) RCMP Probe – Formal criminal investigation into 186 cases of alleged conflicts and $390M in funding. "The Other Randy" Business Scandal – Investigation into text messages suggesting a Cabinet Minister remained active in private business. COVID-19 Quarantine Hotel Fiasco – Billions spent on mandatory hotel stays marked by reports of safety failures and lack of oversight. Parliamentary Witness Coaching Scandal – $263,000 in taxpayer funds spent to "coach" government employees and witnesses on how to spin answers at committee. Etc Etc The Liberal performance review: rushed programs, no transparency, friends get paid, costs explode, and no one is held accountable. Over a decade, this government has burned through $100B+ in waste, failed programs, insider contracts, and ethics breaches—with zero consequences—all on the backs of taxpayers while they get rich.
Identity Attack0.37879246
Insult0.4747285
Profanity0.21024476
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.45396814 Moderate Con 0.497 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
For Canadians : 1. Arrest illegal Indians. 2. Respect legal Indians. 3. Differentiate legal Indian immigrants from all other types of immigrants. For Indians living in Canada : 1. Respect Canadians. 2. Respect Canadian law. …
For Canadians : 1. Arrest illegal Indians. 2. Respect legal Indians. 3. Differentiate legal Indian immigrants from all other types of immigrants. For Indians living in Canada : 1. Respect Canadians. 2. Respect Canadian law. 2. Immerse & adapt yourself in Canadian culture. For all : Sikhs are good people. Khalistanis are extremists.
Identity Attack0.55044734
Insult0.3416952
Profanity0.07126612
Threat0.063999176
Severe Toxicity0.023076924
Moderate 0.45243698 Constructive 0.57 Identity Attack Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
And all thanks to Trudeau! 👏👏👏 Btw any apologies for the illegal use of the emergency measure act? Anything? 🤷‍♂️ Anything from the dirtbag liberal MPs who are still in cabinet? 🖕
And all thanks to Trudeau! 👏👏👏 Btw any apologies for the illegal use of the emergency measure act? Anything? 🤷‍♂️ Anything from the dirtbag liberal MPs who are still in cabinet? 🖕
Identity Attack0.04435511
Insult0.48675314
Profanity0.22562476
Threat0.00713294
Severe Toxicity0.016577384
Moderate 0.44393396 Low Con 0.256 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …
This is disgusting act like it’s not a big deal they don’t realize how much of a big deal it is for the taxpayers you know the people that are supporting these illegals…… While our …
This is disgusting act like it’s not a big deal they don’t realize how much of a big deal it is for the taxpayers you know the people that are supporting these illegals…… While our homeless population is growing in numbers, and a family cannot afford to put food on their table, but let’s give it to the immigrants so they can exploit this beautiful country
Identity Attack0.3817989
Insult0.4596616
Profanity0.096805766
Threat0.010887212
Severe Toxicity0.019095084
Moderate 0.44393396 Moderate Con 0.417
Sep 29, 2025 IRCC Names India in Study …
Skillful in scamming and being illegal😮
Skillful in scamming and being illegal😮
Identity Attack0.116281845
Insult0.4302003
Profanity0.20375896
Threat0.021472665
Severe Toxicity0.023076924
Moderate 0.4421347 Low Con 0.182 Unverified_Claim
Jan 19, 2026 1 likes Why Canada’s immigration system has …
As an Indian who's been in Canada for 20+ years, I don't want it to turn into India. Deportation is needed, especially illegals and criminals.
As an Indian who's been in Canada for 20+ years, I don't want it to turn into India. Deportation is needed, especially illegals and criminals.
Identity Attack0.5135796
Insult0.39297962
Profanity0.041912504
Threat0.023889944
Severe Toxicity0.023076924
Moderate 0.4421347 Constructive 0.67 Identity Attack Personal_Narrative
Jan 27, 2026 9 likes Inside Canada's Indian Invasion...
canadaian low not strobg enough to illegal activities. not only indians , pakistanies, ISS, RSS terrieist mostly occupy canada. some africans too. robing , steeling, smugling too. they use week points on the law system.
canadaian low not strobg enough to illegal activities. not only indians , pakistanies, ISS, RSS terrieist mostly occupy canada. some africans too. robing , steeling, smugling too. they use week points on the law system.
Identity Attack0.5108175
Insult0.40243408
Profanity0.057944927
Threat0.014738814
Severe Toxicity0.023076924
Moderate 0.4421347 Low Con 0.298 Identity Attack
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Illegal criminal, refuzee must be deported , tax payers money is wasted
Illegal criminal, refuzee must be deported , tax payers money is wasted
Identity Attack0.38699543
Insult0.4339631
Profanity0.06345607
Threat0.12689553
Severe Toxicity0.023076924
Moderate 0.44039994 Low Con 0.147 Policy_Critique
Dec 29, 2025 Deportations From Canada at Their …
Only an Indian would illegally be in other country and refuse to integrate
Only an Indian would illegally be in other country and refuse to integrate
Identity Attack0.5135796
Insult0.24928534
Profanity0.1352073
Threat0.021645326
Severe Toxicity0.023505108
Moderate 0.44039994 Low Con 0.229 Identity Attack Identity_Assertion
Jan 29, 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.