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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: "Canada has no ICE so …" 120 comments · Page 2 of 5
Create Canada ICE, Find them and DEPORT THEM.
Create Canada ICE, Find them and DEPORT THEM.
Identity Attack0.19890837
Insult0.07872037
Profanity0.017026093
Threat0.13815513
Severe Toxicity0.014382465
Low Tox 0.295883 Low Con 0.145 Call_To_Action
Jan 16, 2026 2.9 million Canadian temporary visas …
Ice on the way to save Canada ice for Muslims
Ice on the way to save Canada ice for Muslims
Identity Attack0.35624164
Insult0.0720671
Profanity0.027820412
Threat0.012078222
Severe Toxicity0.010757446
Low Tox 0.2854903 Low Con 0.21
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I want ICE to come to Canada and deport So many illegals, that I don't have to push 1 for english again
I want ICE to come to Canada and deport So many illegals, that I don't have to push 1 for english again
Identity Attack0.2816105
Insult0.0820023
Profanity0.019143965
Threat0.061089642
Severe Toxicity0.0118255615
Low Tox 0.28548008 Moderate Con 0.394 Fear_Threat
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
Tip of the ice burg. System has collapsed. Canada is not in the hands of Canadians (all regions, races, religions). The fight should be between legacy Canadians who lived by the books and the scammers …
Tip of the ice burg. System has collapsed. Canada is not in the hands of Canadians (all regions, races, religions). The fight should be between legacy Canadians who lived by the books and the scammers (supported by the govt.)
Identity Attack0.10699738
Insult0.24835461
Profanity0.022286616
Threat0.007754337
Severe Toxicity0.0041389465
Low Tox 0.27412915 Moderate Con 0.33 Identity_Assertion
Dec 24, 2025 9 likes Deportations From Canada at Their …
First Nick the Scout, then Tyler the Provocator and at last NO ICE in Beautiful Canada.
First Nick the Scout, then Tyler the Provocator and at last NO ICE in Beautiful Canada.
Identity Attack0.01766643
Insult0.24767025
Profanity0.015386449
Threat0.008013252
Severe Toxicity0.004196167
Low Tox 0.25462922 Moderate Con 0.337 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
ICE CANADA NEEDS TO BE ESTABLISHED IMMEDIATELY TO REMOVE THESE PEOPLE.
ICE CANADA NEEDS TO BE ESTABLISHED IMMEDIATELY TO REMOVE THESE PEOPLE.
Identity Attack0.030433474
Insult0.045007613
Profanity0.016411226
Threat0.34804323
Severe Toxicity0.01159668
Low Tox 0.25462922 Low Con 0.126
Oct 2, 2025 IRCC Names India in Study …
When you start seeing an Indian ice hockey team Canada is in big trouble! 😂🤣😂
When you start seeing an Indian ice hockey team Canada is in big trouble! 😂🤣😂
Identity Attack0.26833034
Insult0.0811385
Profanity0.02167175
Threat0.0091524795
Severe Toxicity0.007019043
Low Tox 0.2540519 Low Con 0.136 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Who cares whether it's a good look for Canada or not! If you are in our country Illegally then you should be rounded up and deported just like ICE is doing in the USA.
Who cares whether it's a good look for Canada or not! If you are in our country Illegally then you should be rounded up and deported just like ICE is doing in the USA.
Identity Attack0.13805299
Insult0.06617179
Profanity0.020851927
Threat0.04098356
Severe Toxicity0.007820129
Low Tox 0.23415339 Moderate Con 0.455 Call_To_Action
Jan 15, 2026 35 likes 2.9 million Canadian temporary visas …
Deport, we need ICE in Canada
Deport, we need ICE in Canada
Identity Attack0.1035157
Insult0.06337463
Profanity0.018187506
Threat0.0347677
Severe Toxicity0.009689331
Low Tox 0.2330714 Low Con 0.224
Sep 30, 2025 IRCC Names India in Study …
Canada needs ICE. Not the one that's plenty during winter but the one that can remove that are plenty in Canada - which are illegal residents!
Canada needs ICE. Not the one that's plenty during winter but the one that can remove that are plenty in Canada - which are illegal residents!
Identity Attack0.18002926
Insult0.08410009
Profanity0.014327513
Threat0.013579931
Severe Toxicity0.007858276
Low Tox 0.22579013 Moderate Con 0.381
Jan 18, 2026 2.9 million Canadian temporary visas …
Canada needs ICE and Mass deportation now!! If this goes on longer there will be a Civil war.😐✌️
Canada needs ICE and Mass deportation now!! If this goes on longer there will be a Civil war.😐✌️
Identity Attack0.10221587
Insult0.035553806
Profanity0.0166845
Threat0.13815513
Severe Toxicity0.009269714
Low Tox 0.22311419 Low Con 0.261 Fear_Threat
Feb 25, 2026 1 likes 'We do know that there's …
They have ruined our nation. Canada needs ICE.
They have ruined our nation. Canada needs ICE.
Identity Attack0.027011903
Insult0.083359696
Profanity0.018734055
Threat0.03856628
Severe Toxicity0.005683899
Low Tox 0.21374844 Low Con 0.269
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Carney needs to go...he actually has finished destroying Canada...trump can take over and bring ICE
Carney needs to go...he actually has finished destroying Canada...trump can take over and bring ICE
Identity Attack0.014953227
Insult0.09563028
Profanity0.016001316
Threat0.039602257
Severe Toxicity0.0051498413
Low Tox 0.21241048 Low Con 0.172
Jan 4, 2026 1 likes New rules, regulations take effect …
LIBERAL REPORT CARD (And this is only what we know so far...) - $60 Million ArriveScam - Hard Drugs called Safe drugs supplied in vending machines - $258 Million in projects to GC Strategies; - …
LIBERAL REPORT CARD (And this is only what we know so far...) - $60 Million ArriveScam - Hard Drugs called Safe drugs supplied in vending machines - $258 Million in projects to GC Strategies; - Winnipeg Labs - SNC Scandal - Aga Khan trip Scandal - $84k Jamaican Vacation - $6k/night for a single room for the Queen's Funeral - $1.3 Million on 3 'Affordability Retreats' - China Election Interference - Chinese Police Stations in Canada - Green Slush Fund Scandal - Funding Islamic groups who are protesting in support of Hamas - $1 Billion paid out for Hotels for Immigrants - $40 Million to fire staff - A Billion Dollars to CBC to collapse their credibility - Blocking Veterans Affairs Committee investigation - $29 Billion in cost overruns on TMX - Expanding MAiD into those with Mental Illness - $2 Billion to invest in companies that don't exist - $500 Million to fund abortions in other countries - WE Scandal - CPP increase and CPP2 - Highest inflation in 30 years - Highest interest rates in 30 years - Unsustainable immigration - Forcing Untested Vaccinations - Ignoring Vaccine Injured - 11 Million Canadians requiring Food Banks - Tent Cities in every major city - Housing and Rent prices skyrocketing - Healthcare Collapsing - Out of-control spending by the Governor General - Overpayment of CERB payments to prisoners, people who don't qualify, people who don't live in Canada - 10k Ventilators, purchased from a Liberal Friend, that never got used because they were never needed - $300 Million for storage of Mobile Hospitals that were never used - $400 Million for Quarantine Hospitals - Illegally using the Emergencies Act against Canadians - Firing Federal workers and not paying them El based on Vaccination Status - $30 Billion in making batteries for cars, while EV Manufacturers are divesting from EV Technology - $9 Million in Cricket factory for Human consumption - Accusing India of killing citizens on Canadian Soil - Soiling relations with China - Telling Germany, Japan and Greece that we don't want their business on LNG - Violent protesters allowed to escalate without recourse - Violated Canadian Charter of Rights - 2018 India Vacation Mr. Dressup - Elbow gate in HoC - 25% living in poverty - Housing is unaffordable. - Canadian forces made ineffective - Rising crime rate - Failed gun bans on lawful owner - An opioid epidemic - No progress on missing Aboriginal women - A divided country - Reduction of Canadian forestry management causing more forest fires - 6 billion to the Philippines for gender equality and fight climate change - 5 million ice rink on Parliament Hill - 8.6 million reno on the Herington Lake cottage - 2.5 million for the additional cottage at Herington lake for Sophie and kids - Safe injection sites, not so safe around children - Failed safe supply being sold for hard drugs - Legalization of hard drugs - Speaker Greg Fergus after partisan language appeared in an ad for an upcoming event in his riding - Fergus was found to have violated the act - Freeland by-election at by-election - Anthony Rota is thrown under the bus for the HoC Hunka clap-in. PMO’s office knew who he was before. - Mary Ng $17,000 ethical contract - Mary Ng named as one of the 11 MP's who allegedly conspired with foreign actors - Failed UN Security seat campaign of over 8.6 million - 300 million on redesigning the Canadian passport (what was wrong with the old design, not WOKE enough?) - 220k on in-flight catering Indo-Pacific trip, total for the trip over 2 million - Justin Trudeau bought his buddy Tom a $9 million condo in NYC - $28,000 to Randy Boissonnault’s former company - Randy Boissonnault faking indigenous to get grants/money - Randy Boissonnault steps away from HoC to be protected from his crimes - 25% of Canadians are living below the poverty line - Steven Guilbeault $30 Billion coverup - MP Joly’s husband top recipient of future entrepreneurs program - Immigration minister Marc Miller importing terrorists - $523K Joly Rush furniture order spending spree THIS IS NOT EVEN SCRATCHING THE SURFACE SHARE SHARE
Identity Attack0.10221587
Insult0.08484049
Profanity0.020442016
Threat0.008867673
Severe Toxicity0.006790161
Low Tox 0.19789438 Moderate Con 0.499 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
It makes you understand why so many Americans voted for Trump and support ICE. The extreme left media like CBC and CNN try to make it out like a bad thing, but Canada needs ICE …
It makes you understand why so many Americans voted for Trump and support ICE. The extreme left media like CBC and CNN try to make it out like a bad thing, but Canada needs ICE as well. We need these people out of our country…NOW!!!❤🇨🇦
Identity Attack0.05976611
Insult0.0816321
Profanity0.014703264
Threat0.012440704
Severe Toxicity0.004119873
Low Tox 0.19124292 Constructive 0.557
Sep 30, 2025 5 likes IRCC Names India in Study …
Brampton aka Bramladesh is the worst, but all cities, even small ones have been taken over right now in Canada. It's terrible, and if Trump doesn't absorb us into the USA and put ICE to …
Brampton aka Bramladesh is the worst, but all cities, even small ones have been taken over right now in Canada. It's terrible, and if Trump doesn't absorb us into the USA and put ICE to work, god might as well send meteors. Thank you Tyler for showing this and braving the cold.
Identity Attack0.025203101
Insult0.082619295
Profanity0.019212283
Threat0.008582866
Severe Toxicity0.0037574768
Low Tox 0.17198499 Constructive 0.625 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The main fault lies with the Cdn.system of allowing these dubious ‘ students ‘ from some countries like India , who were allowed into Canada with fraudulent documents & intentions. These so called students, have …
The main fault lies with the Cdn.system of allowing these dubious ‘ students ‘ from some countries like India , who were allowed into Canada with fraudulent documents & intentions. These so called students, have no intention to study in Canada in the first place but to use the opportunity to work illegally under the umbrella of being students.! The Cdn.authorities involved have to wake up to this reality of fraudulent intentions more seriously now as the situation is becoming more problematic in the near future. This is the time to start rounding up these supposedly ‘ students’ , similar to the ICE campaign of deportation of aliens back to their countries , ASAP.!
Identity Attack0.07673789
Insult0.082619295
Profanity0.019007329
Threat0.0076507707
Severe Toxicity0.0032806396
Low Tox 0.165053 Constructive 0.503 Unverified_Claim
Oct 11, 2025 1 likes IRCC Names India in Study …
Why would Indians want to go to USA when they're doing fine there in Canada? It's cold but there's no risk of ICE
Why would Indians want to go to USA when they're doing fine there in Canada? It's cold but there's no risk of ICE
Identity Attack0.18158256
Insult0.033019636
Profanity0.027410502
Threat0.007327127
Severe Toxicity0.004787445
Low Tox 0.165053 Low Con 0.291
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Canada needs its own ice. And hold past political figures accountable for the death of Canada.
Canada needs its own ice. And hold past political figures accountable for the death of Canada.
Identity Attack0.052944973
Insult0.033790905
Profanity0.016137952
Threat0.08089764
Severe Toxicity0.0048828125
Low Tox 0.15269235 Low Con 0.261 Call_To_Action
Feb 18, 2026 4 likes Canadian immigration officers investigating hundreds …
So glad you did this video. Dude lowkey they are everywhere in canada now. Its like if you are applying for a job and you see the place as indian people your chances of getting …
So glad you did this video. Dude lowkey they are everywhere in canada now. Its like if you are applying for a job and you see the place as indian people your chances of getting a job is almost no chance because they will only hire their own people. Kinda messed up, and definitely think something needs to be done.... Still winter, wouldnt mind seeing some more ice... if you know what i mean eh.
Identity Attack0.11047905
Insult0.04090862
Profanity0.02522431
Threat0.0074436385
Severe Toxicity0.0041770935
Low Tox 0.14950264 Constructive 0.648
Jan 27, 2026 Inside Canada's Indian Invasion...
Government is taking away immigration lawyers bread and butter. How dare they? Only 18,000? What is this? Had Trudeau agreed to be the governor of our 51st state (I'm dying laughing), ICE will already be …
Government is taking away immigration lawyers bread and butter. How dare they? Only 18,000? What is this? Had Trudeau agreed to be the governor of our 51st state (I'm dying laughing), ICE will already be swarming Canada.
Identity Attack0.03636306
Insult0.053205602
Profanity0.022628209
Threat0.011146127
Severe Toxicity0.00333786
Low Tox 0.147767 Moderate Con 0.453
Dec 28, 2025 Deportations From Canada at Their …
How people responsible for this mess think they can continue to sweep it under the rug while our nation deteriorates, is beyond me. Canada needs our own ICE agents out there in full force!
How people responsible for this mess think they can continue to sweep it under the rug while our nation deteriorates, is beyond me. Canada needs our own ICE agents out there in full force!
Identity Attack0.013345404
Insult0.071433455
Profanity0.01893901
Threat0.013476364
Severe Toxicity0.0036621094
Low Tox 0.14256015 Moderate Con 0.385 Call_To_Action
Sep 28, 2025 IRCC Names India in Study …
Canada Border Security needs to be powered like ICE to root out n boot out the abusers of the so-called student permits .
Canada Border Security needs to be powered like ICE to root out n boot out the abusers of the so-called student permits .
Identity Attack0.016762028
Insult0.056133457
Profanity0.013063621
Threat0.021472665
Severe Toxicity0.0028800964
Low Tox 0.11171334 Low Con 0.275
Nov 5, 2025 IRCC Names India in Study …

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.