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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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Search comment text, filter by category or toxicity level
Active: "I am a veteran and …" 20 comments
If you're a refugee, you can drive drunk, murder, an entire family and get 5 and a 1/2 months in jail. But if you're Canadian, they'll try to get you 7 or 8 years for …
If you're a refugee, you can drive drunk, murder, an entire family and get 5 and a 1/2 months in jail. But if you're Canadian, they'll try to get you 7 or 8 years for going against the political agenda, as we just saw, I think we're worse off than Russia right now, Canada is disgusting me. And II am born and raised here and a veteran, what the fuck is going on here?😮
Identity Attack0.5135796
Insult0.5130944
Profanity0.5643384
Threat0.33294448
Severe Toxicity0.23223428
Moderate 0.6611249 Constructive 0.561 Identity Attack Insult Unverified_Claim
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Indians are know for scamming: look st the scam call center in India, they even send in people in person to scam elders in the USA. There is that guy scamming out of gold bars …
Indians are know for scamming: look st the scam call center in India, they even send in people in person to scam elders in the USA. There is that guy scamming out of gold bars from an old veteran pretending he was with the military. India is know for corruption, rape against women, murders and scamming. Indians need to fix india and stay in india.
Identity Attack0.61901736
Insult0.5130944
Profanity0.33453682
Threat0.2836219
Severe Toxicity0.35094213
Moderate 0.6027529 Moderate Con 0.48 Identity Attack Insult Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
2000 to 3000 refugees are walking across illegally into Canada and our government ‘welcomes’ them. 😂🤣 We are fools. We can’t even house our homeless or veterans, yet we give out everything to others. What …
2000 to 3000 refugees are walking across illegally into Canada and our government ‘welcomes’ them. 😂🤣 We are fools. We can’t even house our homeless or veterans, yet we give out everything to others. What a sad country.
Identity Attack0.33060804
Insult0.6261769
Profanity0.174273
Threat0.008712323
Severe Toxicity0.023076924
Moderate 0.5885171 Moderate Con 0.373 Insult
Apr 8, 2022 1 likes How much do refugees and …
I swear the guy with the bike in the yellow vest you found a veteran of Brampton, the old straight racist
I swear the guy with the bike in the yellow vest you found a veteran of Brampton, the old straight racist
Identity Attack0.46028158
Insult0.4339631
Profanity0.17803068
Threat0.018192071
Severe Toxicity0.023076924
Moderate 0.47323486 Moderate Con 0.342 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
We have veterans eating out of garbage cans, shame on this nation…
We have veterans eating out of garbage cans, shame on this nation…
Identity Attack0.10221587
Insult0.40243408
Profanity0.058445938
Threat0.007974415
Severe Toxicity0.010986328
Moderate 0.4014846 Moderate Con 0.305 Moral_Argument
Jan 15, 2026 Canada’s new rules in 2026
totally another lie by the governments money sucking corporate voiceBig Brother says these people don't get more yet some have established business and bought housesListen to the lies at your peril now 200 million Ontario …
totally another lie by the governments money sucking corporate voiceBig Brother says these people don't get more yet some have established business and bought housesListen to the lies at your peril now 200 million Ontario is owed by fedshow come seniors and veterans living on nothing
Identity Attack0.017867407
Insult0.3416952
Profanity0.196476
Threat0.0070552654
Severe Toxicity0.01121521
Moderate 0.3625127 Moderate Con 0.47
Jul 26, 2018 1 likes How much do refugees and …
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros. We currently …
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros. We currently face a takeover by agitators and elites who proscribe to bankrupt and diminish our values; to tear us down and rebuild the land in "their image" and enrich themselves in the process. Not the Canada I used to Love, Not Glorious and Free ... Who stands on guard ? What became of "We" ? GOD SAVE OUR LAND
Identity Attack0.10221587
Insult0.123407245
Profanity0.035148825
Threat0.009644418
Severe Toxicity0.0060272217
Low Tox 0.2359567 Constructive 0.595 Identity_Assertion
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
The description is comparing refugees to our veterans, seniors, sick and our poor... wow wowowie
The description is comparing refugees to our veterans, seniors, sick and our poor... wow wowowie
Identity Attack0.11860296
Insult0.12883772
Profanity0.013166099
Threat0.0063497215
Severe Toxicity0.004386902
Low Tox 0.23343207 Moderate Con 0.447
Apr 8, 2019 2 likes How much do refugees and …
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 …
I think it is way too late. Canada was once highly sought after by Elite and very rich immigrants, investors and businessmen but today it has turned into a global catastrophe and on the verge …
I think it is way too late. Canada was once highly sought after by Elite and very rich immigrants, investors and businessmen but today it has turned into a global catastrophe and on the verge of becoming a third world poor nation with high rents, auper high grocery and taxes whereas new immigrants get job offers that (Canadians and PR holders deserve), welfare benefits not aimed at veterans and elderly Canadians instead it is aimed at young refugees and new immigrants, all thanks to our liberal government
Identity Attack0.084182754
Insult0.076819435
Profanity0.016616182
Threat0.0074436385
Severe Toxicity0.0039863586
Low Tox 0.15656179 Constructive 0.582
Dec 25, 2025 1 likes Deportations From Canada at Their …
Please make a video on the Foreign Medical Program and how it’s being abused in places like the Dominican Republic and Thailand, Panama, Colombia etc. I have information on this. They are taking advantage of …
Please make a video on the Foreign Medical Program and how it’s being abused in places like the Dominican Republic and Thailand, Panama, Colombia etc. I have information on this. They are taking advantage of American veterans and using them as cannon fodder for the processing of fraudulent and overbilled claims and others forms of medical fraud. This drains VA resources and hurts the general veteran community.
Identity Attack0.060220852
Insult0.061976057
Profanity0.015967157
Threat0.008311004
Severe Toxicity0.002937317
Low Tox 0.14256015 Constructive 0.69 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Is that why the liberals are pushing the maid program on seniors, veterans and young adults ... just mostly Canadians... how come they don't offer it to the immigrants
Is that why the liberals are pushing the maid program on seniors, veterans and young adults ... just mostly Canadians... how come they don't offer it to the immigrants
Identity Attack0.07425626
Insult0.025155678
Profanity0.0117997285
Threat0.0067834044
Severe Toxicity0.0020217896
Low Tox 0.10089093 Moderate Con 0.401 Question
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
Trudeau appeasing foreign interference taxpayers forced to pay for immigrants 8500 a month + $3000 furniture/clothing and have access to housing before veterans in Canada
Trudeau appeasing foreign interference taxpayers forced to pay for immigrants 8500 a month + $3000 furniture/clothing and have access to housing before veterans in Canada
Identity Attack0.04951127
Insult0.031917825
Profanity0.010792031
Threat0.0064985976
Severe Toxicity0.0019359589
Low Tox 0.09958932 Low Con 0.283 Unverified_Claim
Jun 18, 2025 1 likes How Canada broke its immigration …
My family was given a stay at a 5 star hotel and we stepped passed veterans who are homeless and they dont get help . I live like a king have a large bank account …
My family was given a stay at a 5 star hotel and we stepped passed veterans who are homeless and they dont get help . I live like a king have a large bank account and have 3 different alias . My wife uses her maiden name as well her real name and her new name . Most families I know get average of 3850 per month free luxury hotel free food free clothes healthcare free tracfone and there is no need to work anymore . My family has almost enough for a new home already and only in country 5 months .THANK YOU Mr BIDEN
Identity Attack0.006992595
Insult0.029273475
Profanity0.025634222
Threat0.0066280556
Severe Toxicity0.0024604797
Low Tox 0.06896287 Constructive 0.775
Jul 19, 2021 How much do refugees and …
Give more to the Veterans and senior's instead of those who have contributed nothing.
Give more to the Veterans and senior's instead of those who have contributed nothing.
Identity Attack0.0035332954
Insult0.027730936
Profanity0.009374423
Threat0.0059807673
Severe Toxicity0.0007247925
Low Tox 0.049089402 Moderate Con 0.333
Aug 10, 2018 8 likes How much do refugees and …
I'm a retired Canadian Military veteran and I don't live in Canada because the Canada I served is not the Canada that exists today.
I'm a retired Canadian Military veteran and I don't live in Canada because the Canada I served is not the Canada that exists today.
Identity Attack0.021987455
Insult0.013896915
Profanity0.010245483
Threat0.0066215824
Severe Toxicity0.0013637543
Low Tox 0.038519915 Constructive 0.571 Personal_Narrative
Feb 7, 2026 Inside Canada's Indian Invasion...
Everyone should have access to legal aid. That's a given. There's no way to justify any of the other payments while Canadians are living below the poverty line and can't qualify for welfare. Our Veterans …
Everyone should have access to legal aid. That's a given. There's no way to justify any of the other payments while Canadians are living below the poverty line and can't qualify for welfare. Our Veterans are waiting over a year for every application they make for services. Somebody has their priorities mixed up. And why aren't we prosecuting people who cross the border illegally? If I did it, I would be charged.
Identity Attack0.01139534
Insult0.013592913
Profanity0.010074687
Threat0.0071199946
Severe Toxicity0.0010061264
Low Tox 0.030859824 Constructive 0.668
Oct 12, 2018 15 likes How much do refugees and …
Why do people who haven't contributed anything to our society get anything while seniors and veterans struggle? Seniors built this country and veterans defended it. I get that we want to help but we can't …
Why do people who haven't contributed anything to our society get anything while seniors and veterans struggle? Seniors built this country and veterans defended it. I get that we want to help but we can't save the whole world.
Identity Attack0.005105704
Insult0.012414906
Profanity0.010621235
Threat0.0067834044
Severe Toxicity0.0007581711
Low Tox 0.02543884 Constructive 0.685
Oct 25, 2017 169 likes How much do refugees and …
How about our veterans?
How about our veterans?
Identity Attack0.0031263188
Insult0.006771872
Profanity0.010638315
Threat0.006809296
Severe Toxicity0.00074386597
Low Tox 0.010304171 Moderate Con 0.389
Mar 31, 2019 5 likes How much do refugees and …
CBSA treated me, a Canadian citizen and veteran, far differently.
CBSA treated me, a Canadian citizen and veteran, far differently.
Identity Attack0.0045322375
Insult0.007360875
Profanity0.009681856
Threat0.005922511
Severe Toxicity0.00046730042
Low Tox 0.009236055 Moderate Con 0.451 Personal_Narrative
Nov 20, 2025 24 likes Thousands of refugees allowed into …

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.