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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

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Active: "Deport them all" 1,024 comments · Page 11 of 41
Deport migrants.
Deport migrants.
Identity Attack0.47178617
Insult0.16551061
Profanity0.07611542
Threat0.13768311
Severe Toxicity0.023076924
Moderate 0.4269174
Jan 5, 2026 Migrants cross into Canada near …
Deport em all
Deport em all
Identity Attack0.38215697
Insult0.24171697
Profanity0.110447146
Threat0.34804323
Severe Toxicity0.02430326
Moderate 0.4269174 Moderate Con 0.325 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
DON'T LET THE DOOR HIT YOU ON THE WAY OUT!!!!!!! DEPORT DEPORT DEPORT!!!!
DON'T LET THE DOOR HIT YOU ON THE WAY OUT!!!!!!! DEPORT DEPORT DEPORT!!!!
Identity Attack0.22458547
Insult0.17237684
Profanity0.05543986
Threat0.34804323
Severe Toxicity0.023599008
Moderate 0.4269174 Low Con 0.221
Jan 15, 2026 2.9 million Canadian temporary visas …
My city has been destroyed by them. I want them deported back to India NOW. Boycott Tim Hortons and every business that hires them.
My city has been destroyed by them. I want them deported back to India NOW. Boycott Tim Hortons and every business that hires them.
Identity Attack0.48915586
Insult0.25404143
Profanity0.0816113
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.437
Jan 27, 2026 Inside Canada's Indian Invasion...
We need to deport them all
We need to deport them all
Identity Attack0.4054415
Insult0.16551061
Profanity0.098377466
Threat0.2857609
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.2 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
we need to deport most of the jeets... its time.
we need to deport most of the jeets... its time.
Identity Attack0.46028158
Insult0.24928534
Profanity0.10982819
Threat0.31721663
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.198 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
We need to deport them all
We need to deport them all
Identity Attack0.4054415
Insult0.16551061
Profanity0.098377466
Threat0.2857609
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.197
Oct 13, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
We need to allowing bounties on these illegals . Catch and deport
We need to allowing bounties on these illegals . Catch and deport
Identity Attack0.458714
Insult0.3388922
Profanity0.07449899
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.2
Oct 2, 2025 IRCC Names India in Study …
Deportations? Give me a break. Our liberal government has no balls to deport people. And I remind that we need to deport close to 3 million people.
Deportations? Give me a break. Our liberal government has no balls to deport people. And I remind that we need to deport close to 3 million people.
Identity Attack0.10757765
Insult0.3388922
Profanity0.3320008
Threat0.07476458
Severe Toxicity0.01896597
Moderate 0.4269174 Moderate Con 0.37
Dec 24, 2025 Deportations From Canada at Their …
Deport all the DerkaDerkas
Deport all the DerkaDerkas
Identity Attack0.4054415
Insult0.37279442
Profanity0.18171974
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.4269174 Low Con 0.158 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few …
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few bureaucratic steps will help line up the immigrants across Canada towards airports to flee and here we go: 1- Introduce a 3 months grace period for illegals to depart with their lute, no questions asked 2- Establish a Black-List-Database for all illegals and anyone who makes that list will never get permanent residence no matter how long they stay or even if they apply from abroad down the road 3- Introduce daily fines for overstaying or being here illegal with no ceiling including assets seizure to cover fines 4- Abolish automatic birth citizenship unless both parents are fully legal, else contact your embassy for birth certificate and fetch healthcare, school etc ..on your own dime 5- Revoke driver licenses, bank accounts, temporary SIN numbers of all illegals 6- Mandate the RCMP, Local Police, Sheriffs to check immigration status of anyone who comes in contact with law enforcement including traffic stops 7- Establish new Driver License and other documents for citizens and legal people with specific design and color etc.. 8- Introduce a toll-free number so citizens can report illegals and illegal activities 9- Impose hefty fines and jail time on employers who hire illegals including business closures 10- Limit running to office on all levels to Canadian born citizens 11- No illegal owns, buys or sells any real estate or property Do these and the longest line will be the line leading to airports so our friends CBSA can sit in the ri comfy offices processing illegals at their own pace.
Identity Attack0.27171627
Insult0.47384647
Profanity0.10797132
Threat0.013217449
Severe Toxicity0.014511578
Moderate 0.42568782 Moderate Con 0.448
Dec 23, 2025 15 likes Deportations From Canada at Their …
Deport All the Indians that have come to Canada in the last 15 years. The ones that came 20 years ago are fine. This country has Fallen, we were Invaded without a shot ever being …
Deport All the Indians that have come to Canada in the last 15 years. The ones that came 20 years ago are fine. This country has Fallen, we were Invaded without a shot ever being fired. My guy on the bike is speaking for Real Canadians
Identity Attack0.49584505
Insult0.25800487
Profanity0.043165036
Threat0.13414288
Severe Toxicity0.023076924
Moderate 0.42349213 Moderate Con 0.475 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Seek, arrest and deport the illegals!
Seek, arrest and deport the illegals!
Identity Attack0.46028158
Insult0.24493282
Profanity0.04667213
Threat0.30148876
Severe Toxicity0.023076924
Moderate 0.42349213 Low Con 0.15
Oct 6, 2025 IRCC Names India in Study …
Smuggling.... and still nothing will be done! Deport them all!
Smuggling.... and still nothing will be done! Deport them all!
Identity Attack0.32476485
Insult0.24928534
Profanity0.057944927
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.42349213 Low Con 0.192 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Deport them all! Amen
Deport them all! Amen
Identity Attack0.37507164
Insult0.1823172
Profanity0.06796519
Threat0.33294448
Severe Toxicity0.023599008
Moderate 0.42129645 Low Con 0.227
Jan 27, 2026 Inside Canada's Indian Invasion...
to the panel who are getting paid big bucks for doing NOTHING, do your job and find them, and deport them. You are destroying our country and are incompetent. I applaud Michelle Rempel Garner, thank …
to the panel who are getting paid big bucks for doing NOTHING, do your job and find them, and deport them. You are destroying our country and are incompetent. I applaud Michelle Rempel Garner, thank you for your hard work in trying to save Canada. Keep up the great work
Identity Attack0.06249457
Insult0.4747285
Profanity0.024677763
Threat0.039256934
Severe Toxicity0.014317908
Moderate 0.42129645 Constructive 0.525
Oct 13, 2025 IRCC Names India in Study …
Close the border, to dam many immigrants from india. They need to be deported. Abusing the system.
Close the border, to dam many immigrants from india. They need to be deported. Abusing the system.
Identity Attack0.46028158
Insult0.24928534
Profanity0.12727508
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.42129645 Low Con 0.248 Call_To_Action
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
LMAO and now bigoted Canadians realizing these deportations are causing a housing crisis! Good job! Racism is EXPENSIVE.
LMAO and now bigoted Canadians realizing these deportations are causing a housing crisis! Good job! Racism is EXPENSIVE.
Identity Attack0.44690517
Insult0.34782293
Profanity0.07223598
Threat0.010705971
Severe Toxicity0.021935565
Moderate 0.41910073 Low Con 0.252 Humor_Satire
Dec 24, 2025 Deportations From Canada at Their …
DEPORT ALL.
DEPORT ALL.
Identity Attack0.3817989
Insult0.16480011
Profanity0.07611542
Threat0.29205206
Severe Toxicity0.023076924
Moderate 0.41910073 Low Con 0.293
Oct 13, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
If they are coming from India and they, the Canadian government, know most of them are non-compliant, place those tracking ankle bracelets on those Indian foreign nationals, track every single one of them down, and …
If they are coming from India and they, the Canadian government, know most of them are non-compliant, place those tracking ankle bracelets on those Indian foreign nationals, track every single one of them down, and deport them. They don't belong here.
Identity Attack0.50588524
Insult0.26957804
Profanity0.04216301
Threat0.08703069
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.371 Identity Attack Fear_Threat
Oct 1, 2025 IRCC Names India in Study …
I'M AN ASIAN IMMIGRANT WHO IS TOTALLY EMBARRASSED AND ASHAMED OF THESE NEW MASSIVE ASIAN IMMIGRANTS THAT BRING SHAME AND EMBARRASSMENT TO THIS WONDERFUL AND GIVING COUNTRY, AND TO HARD-WORKING, LAW-ABIDING IMMIGRANTS OF YESTER-YEARS. CANADA …
I'M AN ASIAN IMMIGRANT WHO IS TOTALLY EMBARRASSED AND ASHAMED OF THESE NEW MASSIVE ASIAN IMMIGRANTS THAT BRING SHAME AND EMBARRASSMENT TO THIS WONDERFUL AND GIVING COUNTRY, AND TO HARD-WORKING, LAW-ABIDING IMMIGRANTS OF YESTER-YEARS. CANADA OUGHT TO REASSESS ITS PROTOCOLS & STANDARDS REQUIREMENTS SURROUNDING IMMIGRATION. I WOULD START BARRING ANYONE WITH CRIMINAL RECORDS - NO EXCEPTIONS, WHILE DEPORTING THOSE WHO COMMITTED CRIME IN THIS COUNTRY ! I PERSONALLY APOLOGIZE TO ALL CANADIAN CITIZENS AT LARGE FOR THESE UNDESIRABLE IMMIGRANTS.
Identity Attack0.46028158
Insult0.37960073
Profanity0.06646215
Threat0.025616571
Severe Toxicity0.023076924
Moderate 0.41910073 Constructive 0.515 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Deport every immigrant from 2015-2026
Deport every immigrant from 2015-2026
Identity Attack0.46614665
Insult0.14874944
Profanity0.08193458
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.41690505 Low Con 0.17 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport the jeets
Deport the jeets
Identity Attack0.46028158
Insult0.25404143
Profanity0.17055123
Threat0.2836219
Severe Toxicity0.02458496
Moderate 0.41445592 Low Con 0.205 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport them all with extreme force even if it means full-scale civil war
Deport them all with extreme force even if it means full-scale civil war
Identity Attack0.27914262
Insult0.10148193
Profanity0.10240069
Threat0.5195707
Severe Toxicity0.027833538
Moderate 0.41445592 Low Con 0.199 Threat
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Deport them all back!!!
Deport them all back!!!
Identity Attack0.37432748
Insult0.16890354
Profanity0.06646215
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.41445592 Low Con 0.19 Call_To_Action
Jan 27, 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.