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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: "We need ICE now" 127 comments · Page 2 of 6
As a Canadian, we need something like ICE to round up all of these illegal immigrants who come to this country under student visas and then they disappear. We need to stop giving out visas …
As a Canadian, we need something like ICE to round up all of these illegal immigrants who come to this country under student visas and then they disappear. We need to stop giving out visas for about 5 years.
Identity Attack0.23391083
Insult0.07523532
Profanity0.0147374235
Threat0.038220957
Severe Toxicity0.0077819824
Low Tox 0.23343207 Moderate Con 0.402
Nov 4, 2025 IRCC Names India in Study …
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 …
We need something like ICE find them round them up and send them back
We need something like ICE find them round them up and send them back
Identity Attack0.03636306
Insult0.04383647
Profanity0.030389199
Threat0.20938614
Severe Toxicity0.01502803
Low Tox 0.23090743 Low Con 0.155 Call_To_Action
Sep 29, 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 …
WE NEED ICE - NOW PEOPLE, Deport Deport Deport - 51st State ASAP... We need COMMON SENSE LEADERSHIP ❤PRESIDENT TRUMP "ONE NATION UNDER GOD"
WE NEED ICE - NOW PEOPLE, Deport Deport Deport - 51st State ASAP... We need COMMON SENSE LEADERSHIP ❤PRESIDENT TRUMP "ONE NATION UNDER GOD"
Identity Attack0.089145996
Insult0.05964688
Profanity0.019553876
Threat0.038220957
Severe Toxicity0.010757446
Low Tox 0.21107252 Moderate Con 0.376 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
We need ICE, these people aren't Canadian
We need ICE, these people aren't Canadian
Identity Attack0.18158256
Insult0.06582214
Profanity0.015967157
Threat0.011405042
Severe Toxicity0.007286072
Low Tox 0.20056234 Low Con 0.217 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
Non will leave we need ice get them all out
Non will leave we need ice get them all out
Identity Attack0.018168874
Insult0.0350029
Profanity0.027000591
Threat0.13815513
Severe Toxicity0.011138916
Low Tox 0.19599396 Low Con 0.288 Call_To_Action
Jan 16, 2026 2.9 million Canadian temporary visas …
Where's ICE when you need em. Ship them out in the next container ship outta here. Alive or not. Who cares
Where's ICE when you need em. Ship them out in the next container ship outta here. Alive or not. Who cares
Identity Attack0.01274247
Insult0.038566336
Profanity0.025360947
Threat0.13211988
Severe Toxicity0.008850098
Low Tox 0.19504376 Low Con 0.277 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
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 …
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 …
Trump's administration and handling of ICE is becoming a chaotic disaster, but I am so glad they are locked in. They need better training, better rhetoric, and better leadership. Every time I think about how …
Trump's administration and handling of ICE is becoming a chaotic disaster, but I am so glad they are locked in. They need better training, better rhetoric, and better leadership. Every time I think about how dangerous they are becoming, I also remember this could be America lol idk why we can't win... just needs to be accountability and actual morals
Identity Attack0.009989422
Insult0.076819435
Profanity0.022354934
Threat0.008013252
Severe Toxicity0.0025367737
Low Tox 0.15213956 Constructive 0.627
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
We need ICE here, CBSA is clearly not doing their job what a shame
We need ICE here, CBSA is clearly not doing their job what a shame
Identity Attack0.0049577127
Insult0.082619295
Profanity0.014805742
Threat0.0067057298
Severe Toxicity0.0016307831
Low Tox 0.14950264 Moderate Con 0.321 Policy_Critique
Feb 18, 2026 13 likes Canadian immigration officers investigating hundreds …
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 …
We need the Canadian ICE urgently, to many flips flats , running cartels and crime in our country
We need the Canadian ICE urgently, to many flips flats , running cartels and crime in our country
Identity Attack0.034816213
Insult0.06250052
Profanity0.013029462
Threat0.01119791
Severe Toxicity0.0031471252
Low Tox 0.13214645 Moderate Con 0.323 Call_To_Action
Feb 20, 2026 Canadian immigration officers investigating hundreds …
pls do this but with the ICE situation, please, we need to let everyone know how bad they are
pls do this but with the ICE situation, please, we need to let everyone know how bad they are
Identity Attack0.014350293
Insult0.046764325
Profanity0.02522431
Threat0.011068452
Severe Toxicity0.0028800964
Low Tox 0.11398677 Moderate Con 0.321
Jan 27, 2026 Inside Canada's Indian Invasion...
We need a Canadian ICE, millions need to go home. We also need investigations into fraud at every level of the government, and to fire all the government unions.
We need a Canadian ICE, millions need to go home. We also need investigations into fraud at every level of the government, and to fire all the government unions.
Identity Attack0.025002124
Insult0.04090862
Profanity0.012687869
Threat0.025961896
Severe Toxicity0.0029754639
Low Tox 0.11316007 Low Con 0.281 Policy_Critique
Jan 27, 2026 133 likes Inside Canada's Indian Invasion...
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 …
We need ICE here to send em home
We need ICE here to send em home
Identity Attack0.011099357
Insult0.025800243
Profanity0.0166845
Threat0.048158366
Severe Toxicity0.005493164
Low Tox 0.11067997 Low Con 0.236 Call_To_Action
Sep 20, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. …
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. Many of my friends and family friends have moved to other neighborhoods POST mosques being put up near their homes. And let's not talk about employment and foreign "students". I was lucky to get a job last summer at a family owned small business Ice Cream store right after high school. We even got a review saying we weren't diverse enough despite us being a group of White, East Asian and Black employees lol. And many people say if your not Indian and your getting your drivers test, you go out of Brampton to do the test because you'll likely get discriminated by who is running the test. It's absolutely absurd. It sounds like tin foil hat sh*t, but if you live here like me everything comes full circle. But ofc there are good ones, but they are typically the westernized ones, who have assimilated, they play or watch hockey and have developed a Canadian accent. But the majority haven't assimilated, they are likely first generation, and they do things like stuff 15+ people in one suburban home. And just small things like staring at you in public (idk why their community stares you down), they spit on sidewalks, and they use some crazy a$$ spices when they cook. The smell carries over for blocks and you know your in deep Brampton territory when your driving and that smell of spicy curry hits you and you gotta roll up them windows lol. It's a nasty smell. This mass migration is a huge issue and needs awareness.
Identity Attack0.06476828
Insult0.033460364
Profanity0.03690237
Threat0.008077981
Severe Toxicity0.0038528442
Low Tox 0.10696511 Constructive 0.818 Personal_Narrative
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Trump we need you! Send us ICE 😭😭😭😭
Trump we need you! Send us ICE 😭😭😭😭
Identity Attack0.0068446035
Insult0.020450363
Profanity0.020920247
Threat0.038911607
Severe Toxicity0.0052261353
Low Tox 0.09481675 Low Con 0.29 Call_To_Action
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …

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.