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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: "Deport all of them criminals …" 58 comments · Page 2 of 3
No where near high enough . Deport the criminals and ISIS too
No where near high enough . Deport the criminals and ISIS too
Identity Attack0.28034934
Insult0.2469859
Profanity0.062454045
Threat0.13599728
Severe Toxicity0.017158391
Moderate 0.3561489 Low Con 0.178
Dec 29, 2025 Deportations From Canada at Their …
Deport the criminals AND jail the criminals who helped these people get into our country
Deport the criminals AND jail the criminals who helped these people get into our country
Identity Attack0.23391083
Insult0.23237456
Profanity0.046171114
Threat0.13853464
Severe Toxicity0.016383713
Moderate 0.3561489 Low Con 0.242 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Fire a gun… get immediately deported, do not pass Go, do not collect $200. Commit ANY CRIME more than a traffic violation… get immediately deported, do not pass Go, do not collect $200. Claim you …
Fire a gun… get immediately deported, do not pass Go, do not collect $200. Commit ANY CRIME more than a traffic violation… get immediately deported, do not pass Go, do not collect $200. Claim you are a “student” or “refugee” when you are not… Get immediately deported, do not pass Go, do not collect $200. The immigration program has run amok. We are literally paying to have criminals sustained in this country.
Identity Attack0.18468912
Insult0.20901857
Profanity0.02973333
Threat0.17964768
Severe Toxicity0.015479924
Moderate 0.3389984 Low Con 0.246 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
All fake refugee cases, criminal background student visas …. Deport Deport Deport
All fake refugee cases, criminal background student visas …. Deport Deport Deport
Identity Attack0.2846865
Insult0.1823172
Profanity0.019758832
Threat0.03373172
Severe Toxicity0.013543231
Moderate 0.3389984 Low Con 0.154 Unverified_Claim
Dec 25, 2025 1 likes Deportations From Canada at Their …
Any i immigrant criminal convicted of a crime needs to be deported . With a permanent ban to return to Canada
Any i immigrant criminal convicted of a crime needs to be deported . With a permanent ban to return to Canada
Identity Attack0.37082586
Insult0.21135417
Profanity0.022423252
Threat0.046218675
Severe Toxicity0.0125103295
Moderate 0.3389984 Low Con 0.204 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Deport the criminals and stop letting people in our country is not able to support more .. hospitals are closing
Deport the criminals and stop letting people in our country is not able to support more .. hospitals are closing
Identity Attack0.22458547
Insult0.18604483
Profanity0.027137227
Threat0.06690872
Severe Toxicity0.0118255615
Moderate 0.31686464 Low Con 0.297 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Deport criminals.
Deport criminals.
Identity Attack0.18002926
Insult0.1662211
Profanity0.057443913
Threat0.13633445
Severe Toxicity0.011978149
Moderate 0.3140926 Low Con 0.219 Call_To_Action
Feb 18, 2026 36 likes Canadian immigration officers investigating hundreds …
any deportations higher than zero deportations that have been happening......they give $10,000,000 to a convicted middle eastern murderer Omar Khadr....reward murderers and invite criminals in to freeload off Canadian tax payers.....they pay $50,000 for Canadian …
any deportations higher than zero deportations that have been happening......they give $10,000,000 to a convicted middle eastern murderer Omar Khadr....reward murderers and invite criminals in to freeload off Canadian tax payers.....they pay $50,000 for Canadian citizenship and the owners of the immigration agencies are involved and all drive G-Wagons.....CRA go look there!!!!!
Identity Attack0.18391247
Insult0.23704576
Profanity0.016957775
Threat0.053330876
Severe Toxicity0.011520386
Moderate 0.30716252 Low Con 0.203 Unverified_Claim
Dec 26, 2025 Deportations From Canada at Their …
Are you kidding me? This has been going on for too long? Why is our government so slow? Government is a joke! Anyone with any criminal violation should be deported. Save tax payer money.
Are you kidding me? This has been going on for too long? Why is our government so slow? Government is a joke! Anyone with any criminal violation should be deported. Save tax payer money.
Identity Attack0.01857083
Insult0.25998658
Profanity0.03489832
Threat0.028206514
Severe Toxicity0.006980896
Moderate 0.30502358 Low Con 0.278 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Just a small word here. Khalistan sikh are not Indian Sikh. They are people who are wanted for various crimes even in India. They have criminal records and India has been requesting Canadian government to …
Just a small word here. Khalistan sikh are not Indian Sikh. They are people who are wanted for various crimes even in India. They have criminal records and India has been requesting Canadian government to deport some of these people to undergo trial in India but Trudeau govt under jagmeet Singh did not agree and so you have crimes happening in Canada but the bad name goes to India. As far as this oppression against minority is concerned all sikhs in India are free to do as they wish in their own land. They have a democratically elected leader and sikhs in India are very happy. Others in India love them and respect them a lot so much so that manmohan Singh became the prime minister of India with zero opposition to his leadership. Abdul kalam who is also a muslim became the president of India. This oppression story is fake. That is one of the ways for this khalistan punjabi apply for refugee status inside Canada. It’s a Canadian loophole they misuse and the worst part is even the govt knows that. They just won’t do anything about it.
Identity Attack0.37292135
Insult0.19967617
Profanity0.031641733
Threat0.017156094
Severe Toxicity0.01302678
Moderate 0.3048984 Constructive 0.674 Unverified_Claim
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
I am puzzled why Canada is not acting on deporting these criminals back where they come from.
I am puzzled why Canada is not acting on deporting these criminals back where they come from.
Identity Attack0.18313584
Insult0.24835461
Profanity0.019690514
Threat0.036839653
Severe Toxicity0.008583069
Moderate 0.30452284 Moderate Con 0.365 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
I watched a video here on YouTube. In that video it features the real state agent (Catherine Antwi) on tiktok. And that Agent says she talked to an Indian couple who are undocumented for 22years …
I watched a video here on YouTube. In that video it features the real state agent (Catherine Antwi) on tiktok. And that Agent says she talked to an Indian couple who are undocumented for 22years in canada but owning 3 houses which is 2.5million. That couple use their cousin's name who has status. Why didn't cbsa or ircc didn't know about this kind of mortgage fraud. These couple are truly tax evaders and criminals. They should be ask to pay whatever they steal from not paying the taxes for 22years. The cbsa and ircc should hunt them and deport!!
Identity Attack0.16587129
Insult0.27558193
Profanity0.049928714
Threat0.010757755
Severe Toxicity0.009269714
Moderate 0.30439767 Constructive 0.689
Nov 21, 2025 20 likes Thousands of refugees allowed into …
Now you understand why criminal activities have been increased!!! Find those criminals and deport them. Make Canada great again!
Now you understand why criminal activities have been increased!!! Find those criminals and deport them. Make Canada great again!
Identity Attack0.08749158
Insult0.16875735
Profanity0.015557245
Threat0.064969026
Severe Toxicity0.0074386597
Low Tox 0.28087774 Low Con 0.272 Fear_Threat
Oct 20, 2025 IRCC Names India in Study …
Vet people VERY VERY, STRINGENTLY. Deport criminals, and non tax payers. Go after the GANGS. Jail or deport. Huge numbers of Americans are trying to get in as well. Their democracy has failed. We must …
Vet people VERY VERY, STRINGENTLY. Deport criminals, and non tax payers. Go after the GANGS. Jail or deport. Huge numbers of Americans are trying to get in as well. Their democracy has failed. We must save our own country.
Identity Attack0.10221587
Insult0.15769513
Profanity0.019758832
Threat0.064645745
Severe Toxicity0.008583069
Low Tox 0.25727063 Moderate Con 0.471 Policy_Critique
Dec 27, 2025 Deportations From Canada at Their …
So essentially 3 tiers of Indian come(Hamiltonian here who worked in the GTA for awhile) They got pumped in and don't like eachother and look down at the lower tiers ones. They won't even hire …
So essentially 3 tiers of Indian come(Hamiltonian here who worked in the GTA for awhile) They got pumped in and don't like eachother and look down at the lower tiers ones. They won't even hire other Indians anymore since they have the options of only their type. They erased several industries at this point, most small business are forgien owned, Indian or middle eastern. They can't drive (just google India driving) theirs a couple feet of snow and they just floor it around sliding through intersections while playing candy crush or what ever Every business that is fast food place is almost exclusively Indian to the point the "white point game" isn't even playable. They buy up insane amounts of properties because they bring thier entire family on different visas and many just stay till they get deported as they bring that money home with them. Every student housing is filled with Indians, every one bedroom has 30 of them living in it. Most starter homes where cheap so they bought them to flip with thier combined money. Security sector is filled with them exclusively because it's the highest amount of money they can make here without any skills .(Most are 0 skilled). Schools all had to cut staff in half because when we cut funding and spots for people coming to our universitys they lost half thier income. Crime rate went way up. My city is really bad for human trafficking and aex trafficking. Many come to our city since it's far enough away to commit crimes. Many get 0 consequences because again.. Illegally overstaying a visa is deportation. Doug Ford literally gave everyone 200$ before an election...like how corrupt and garbage is this country. Now we have Indian only business that can't speak English, similar to the daycare issue. Job postings for specific races or language s only. Mind you everything just stated is also being done by the Arabs and Somalis and Nigerians. Many of these people coming here are "escaping dangerous situations" Wich means criminals who want to start again. Somehow these people with 0 resources have the money to buy million dollar properties 😂 Also don't forget, it's a hate crime to say or do many things about this and could land you in jail or worse. Much of Canada are college towns and those idiot kids want more
Identity Attack0.28034934
Insult0.113185234
Profanity0.087430455
Threat0.018019408
Severe Toxicity0.0125103295
Low Tox 0.25084448 Constructive 0.658 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Young criminals crime must be stopped or deported
Young criminals crime must be stopped or deported
Identity Attack0.10221587
Insult0.070482984
Profanity0.04366605
Threat0.10236332
Severe Toxicity0.008277893
Low Tox 0.23739935 Low Con 0.153 Call_To_Action
Dec 29, 2025 Deportations From Canada at Their …
Wow 10 people deported, one criminal charge out the door.
Wow 10 people deported, one criminal charge out the door.
Identity Attack0.03636306
Insult0.123407245
Profanity0.01442999
Threat0.013579931
Severe Toxicity0.004005432
Low Tox 0.23379272 Low Con 0.207 Policy_Critique
Feb 18, 2026 16 likes Canadian immigration officers investigating hundreds …
No violent protesters trying to protect the non-citizen criminals from deportation up here? I guess they’re only called in when they think they can impede Trump’s agenda. Selective moral outrage I suppose.
No violent protesters trying to protect the non-citizen criminals from deportation up here? I guess they’re only called in when they think they can impede Trump’s agenda. Selective moral outrage I suppose.
Identity Attack0.052490227
Insult0.15236975
Profanity0.012926984
Threat0.010550622
Severe Toxicity0.0035095215
Low Tox 0.20839658 Moderate Con 0.314 Comparative_Framing
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Not Good enough ...need to Triple that number ...deport Criminals and send Students back as their main intentions are to obtain PR and A Canadian Passport...All this caused due to a negligence and Carelessness of …
Not Good enough ...need to Triple that number ...deport Criminals and send Students back as their main intentions are to obtain PR and A Canadian Passport...All this caused due to a negligence and Carelessness of The Treadue Government
Identity Attack0.03919895
Insult0.15627414
Profanity0.014566627
Threat0.010835429
Severe Toxicity0.0037765503
Low Tox 0.20312156 Low Con 0.285
Dec 31, 2025 Deportations From Canada at Their …
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to …
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to say this but Canada is too "kind" and too liberal for it's own good. They essentially would have a rabid animal gnawing at their leg but would not try to stop it because the animal maybe "scared" or "hungry" or don't want to hurt it's feeling or something. If Canadians do no protect it's values and culture by restricting and massively reducing integration and not hesitating to deport criminal immigrants, the very soul and identity of this beautiful country will be gone FOREVER (some would already say that already happened)!! That's why I respect Poland so much, they said NO to mass migration by way of asylum seekers, regardless of the backlash from the EU, but that's why unlike those other countries that did the mass migration, Poland remains one of if not the safest European country and best of all, KEPT THEIR IDENTITY!!!
Identity Attack0.07508347
Insult0.10148193
Profanity0.028503597
Threat0.012181788
Severe Toxicity0.0063323975
Low Tox 0.19939905 Constructive 0.664 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
They spend 15k per person. Deport criminals if you want to spend tax payers dollars so they can atleast have crime free cities.
They spend 15k per person. Deport criminals if you want to spend tax payers dollars so they can atleast have crime free cities.
Identity Attack0.053399716
Insult0.06774519
Profanity0.014327513
Threat0.020091362
Severe Toxicity0.0037765503
Low Tox 0.1693855 Moderate Con 0.376
Dec 31, 2025 Deportations From Canada at Their …
Deport PR with criminal record/ bench warrants pls. They will never be citizens anyways because of criminal record.
Deport PR with criminal record/ bench warrants pls. They will never be citizens anyways because of criminal record.
Identity Attack0.035331827
Insult0.06669625
Profanity0.014054239
Threat0.018364733
Severe Toxicity0.0035858154
Low Tox 0.16851899 Low Con 0.187
Dec 24, 2025 162 likes Deportations From Canada at Their …
LOL, Diab will do NOTHING! With the century project, Carney will ignore the issue. Just like "Bail reform", Sean Fraser does nothing; CBSA will probably seem threatening but they probably will use the honour system …
LOL, Diab will do NOTHING! With the century project, Carney will ignore the issue. Just like "Bail reform", Sean Fraser does nothing; CBSA will probably seem threatening but they probably will use the honour system for self-deportation. Fraser, Miller and Diab accepted immigrants with criminal records. So why hunt down immigrants who are probably contributing to Canada? "Canada has approved entry for more than 17,600 people with a criminal record in last decade " PLUS all the Flight Attendants from India that did not go back to India. CBSA is NOT even close to being like ICE. The judges are lenient to immigrants who break Canadian laws to prevent deportation. The Federal Liberals are more interested in hiding taxpayer money.
Identity Attack0.04925346
Insult0.07396803
Profanity0.028640235
Threat0.010343489
Severe Toxicity0.0044822693
Low Tox 0.16245349 Constructive 0.564
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
Revoke citizenship if criminal and deport after seizing assets
Revoke citizenship if criminal and deport after seizing assets
Identity Attack0.036620867
Insult0.046178754
Profanity0.018324144
Threat0.036839653
Severe Toxicity0.004501343
Low Tox 0.16043124 Low Con 0.124 Policy_Critique
Feb 21, 2026 1 likes Canadian immigration officers investigating hundreds …
Please deport those involved. As a former landed immigrant turned Canadian citizen years ago, I urge the Canadian government to arrest and deport everyone involved in such behaviour. This country must remain peaceful and save …
Please deport those involved. As a former landed immigrant turned Canadian citizen years ago, I urge the Canadian government to arrest and deport everyone involved in such behaviour. This country must remain peaceful and save for everyone. When we come to Canada we must intend to help build and maintain a stable society not tear the country apart and put others at risk. It’s time to get rid of all criminal elements within the borders of Canada. Canada shouldn’t be a gangster paradise. No one has the right to come to Canada and disturbed the peace and stability we all enjoyed. Please deport all the trouble makers, drug dealers and gangs. Don’t even waste taxpayers dollars keeping those criminals in prison, when they’re caught and proven guilty, please deport immediately.
Identity Attack0.06385879
Insult0.06529768
Profanity0.015249812
Threat0.043955702
Severe Toxicity0.0043296814
Low Tox 0.15656179 Constructive 0.669 Call_To_Action
Feb 22, 2026 Canadian immigration officers investigating hundreds …

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.