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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

click to expand

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: "Deport deport deport" 1,024 comments · Page 35 of 41
Deport
Deport
Identity Attack0.06158508
Insult0.0279513
Profanity0.027410502
Threat0.019746035
Severe Toxicity0.005569458
Low Tox 0.15656179 Low Con 0.295
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport
Deport
Identity Attack0.06158508
Insult0.0279513
Profanity0.027410502
Threat0.019746035
Severe Toxicity0.005569458
Low Tox 0.15656179 Low Con 0.299
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
Deport
Deport
Identity Attack0.06158508
Insult0.0279513
Profanity0.027410502
Threat0.019746035
Severe Toxicity0.005569458
Low Tox 0.15656179 Low Con 0.295
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport
Deport
Identity Attack0.06158508
Insult0.0279513
Profanity0.027410502
Threat0.019746035
Severe Toxicity0.005569458
Low Tox 0.15656179 Low Con 0.299
Jan 16, 2026 2.9 million Canadian temporary visas …
We need a city in the far north designed for immigrants. Somewhere we can keep an eye on them. I am not talking about a gulag, they will be free to work, earn income, and …
We need a city in the far north designed for immigrants. Somewhere we can keep an eye on them. I am not talking about a gulag, they will be free to work, earn income, and lead productive lives. Let the first generation acclimate to our laws, languages and customs, while their papers and statuses are processed. Of course they’ll need a place to put the trouble makers. A federal super-max prison where they can be held for their trials, with the understanding that if convicted they will be deemed inadmissible and deported back to their home country, then put on a no-fly list.
Identity Attack0.10221587
Insult0.05144889
Profanity0.022423252
Threat0.01940071
Severe Toxicity0.0050735474
Low Tox 0.15600902 Constructive 0.572 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Deportation
Deportation
Identity Attack0.07508347
Insult0.025929155
Profanity0.026727317
Threat0.021127338
Severe Toxicity0.0060653687
Low Tox 0.15545623 Moderate Con 0.423 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Time people now 79,000 now deported them back home
Time people now 79,000 now deported them back home
Identity Attack0.07673789
Insult0.028722567
Profanity0.01887069
Threat0.015947454
Severe Toxicity0.0042915344
Low Tox 0.15545623 Moderate Con 0.313 Unverified_Claim
Sep 30, 2025 2 likes IRCC Names India in Study …
Deport all expired visas.
Deport all expired visas.
Identity Attack0.089145996
Insult0.025800243
Profanity0.015318131
Threat0.021645326
Severe Toxicity0.004386902
Low Tox 0.15545623 Low Con 0.231 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Arrest and deport. No trial, no jail, just deport. Why should the Canadian taxpayers have to pay the legal fees of non canadian citizens.
Arrest and deport. No trial, no jail, just deport. Why should the Canadian taxpayers have to pay the legal fees of non canadian citizens.
Identity Attack0.099899694
Insult0.029273475
Profanity0.012551232
Threat0.038220957
Severe Toxicity0.005264282
Low Tox 0.15435068 Low Con 0.296 Call_To_Action
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada* It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their …
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada* It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their future. If you want healthcare as you age, you should worry. Since 2015, uncontrolled, open-border immigration policies have left Canada’s housing, healthcare, and education systems crumbling before our eyes. People are dying in ERs while waiting for care—our systems are overwhelmed, some perhaps exploited. Teachers can’t keep up with soaring ESL demands. Our children can no longer dream of owning their own homes some day. Our infrastructure is broken—in healthcare, housing, education, and employment. Liberals, Conservatives, even the NDP all agree. It’s time to unite: shut down our borders, deport illegal immigrants in massive numbers, and restore Canada as a safe, calm, and peaceful nation. *Write to your MPs—whether Liberal, Conservative, or NDP to stop mass immigration and deport illegal immigrants. Eventually, they will all have to listen.*
Identity Attack0.09245483
Insult0.05086332
Profanity0.03239325
Threat0.010680079
Severe Toxicity0.004348755
Low Tox 0.15324512 Constructive 0.655 Fear_Threat
Mar 1, 2026 Inside Canada's Indian Invasion...
Those numbers of deportations are not high enough, boost it up!
Those numbers of deportations are not high enough, boost it up!
Identity Attack0.06749674
Insult0.025929155
Profanity0.015932998
Threat0.019918699
Severe Toxicity0.004081726
Low Tox 0.15269235 Moderate Con 0.406
Dec 28, 2025 Deportations From Canada at Their …
More Americans are fleeing the U.S. than ever before. This is going to lead to an uptick in deportations since it most likely lead to an uptick in illegal migrants, ergo, an uptick in deportations.
More Americans are fleeing the U.S. than ever before. This is going to lead to an uptick in deportations since it most likely lead to an uptick in illegal migrants, ergo, an uptick in deportations.
Identity Attack0.104676254
Insult0.0314771
Profanity0.013405213
Threat0.009204263
Severe Toxicity0.0028038025
Low Tox 0.15213956 Low Con 0.276 Unverified_Claim
Dec 27, 2025 Deportations From Canada at Their …
Once the West separates mass deportation will happen, we want our country back.
Once the West separates mass deportation will happen, we want our country back.
Identity Attack0.10221587
Insult0.025542418
Profanity0.015318131
Threat0.0130621
Severe Toxicity0.004558563
Low Tox 0.15103401 Low Con 0.296
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually ended up speaking with a possible "mule" who again is there "temporarily" 3. Please look up the free documentary CBC put out in regards to the E Indian community "handing out" commercial driving licenses 4. Please search all the recent arrests inbound and outbound Detroit and Port Huron borders. 98% east Indian and the names are always written in the articles. These are facts 5. The "mules" get a slap on the wrist for the contraband and end up getting deported 6. The company starts the process again and claims they know nothing 7. Their company owners all drive exotic vehicles and fancy homes Please look into this, it's been happening for years and years
Identity Attack0.024198212
Insult0.071750276
Profanity0.024199532
Threat0.0101363575
Severe Toxicity0.0039863586
Low Tox 0.15103401 Constructive 0.747 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Deport or join Canada's new 300,000 people army for 3 years-make it through=Welcome to Canada.
Deport or join Canada's new 300,000 people army for 3 years-make it through=Welcome to Canada.
Identity Attack0.059311368
Insult0.028061481
Profanity0.012482914
Threat0.053007595
Severe Toxicity0.0059127808
Low Tox 0.15048122 Low Con 0.232
Dec 26, 2025 Deportations From Canada at Their …
I don't know why these ladies sound so sad about deportations. If they don't qualify then I don't see an issue, they should go back.
I don't know why these ladies sound so sad about deportations. If they don't qualify then I don't see an issue, they should go back.
Identity Attack0.06340405
Insult0.046178754
Profanity0.01620627
Threat0.010938995
Severe Toxicity0.0031852722
Low Tox 0.14950264 Constructive 0.559 Policy_Critique
Dec 24, 2025 13 likes Deportations From Canada at Their …
Duhh really. Your just figuring this out now geeez. There needs to be hundreds of thousands of deportation so Canada and it's citizens can survive and thrive
Duhh really. Your just figuring this out now geeez. There needs to be hundreds of thousands of deportation so Canada and it's citizens can survive and thrive
Identity Attack0.05612817
Insult0.031146556
Profanity0.020920247
Threat0.016120117
Severe Toxicity0.0046539307
Low Tox 0.14950264 Low Con 0.251 Fear_Threat
Feb 18, 2026 3 likes Canadian immigration officers investigating hundreds …
Deport and no asylum claims.
Deport and no asylum claims.
Identity Attack0.06929302
Insult0.022770792
Profanity0.014259194
Threat0.01254427
Severe Toxicity0.003967285
Low Tox 0.1460314 Low Con 0.242
Dec 22, 2025 IRCC Names India in Study …
Maybe we can have Ashley Bondi pay for these deportations out of her pocket instead.
Maybe we can have Ashley Bondi pay for these deportations out of her pocket instead.
Identity Attack0.022188433
Insult0.043250903
Profanity0.014327513
Threat0.010757755
Severe Toxicity0.0022888184
Low Tox 0.1460314 Low Con 0.202
Dec 25, 2025 Deportations From Canada at Their …
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they …
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they were in a program who said that come to Canada and you will have citizenship if you adapt to our country. We change the rules in middle of the program!!! Those people left everything to come to our country! It's an honor for us that they choose to come here. We need people for specific jobs and send them back??? That is looking like Trump manner!!! We should be angry and ashame of the way liberal treat those people!!! We live in a really crual world! Where are our humanity and empathy??? There is a lot of good people who come here to have a good life and be good citizens. I met an young woman from Ukraine and I said to her: I love Ukraine! She jump in my arms and put her head in my shoulder!!! That is a moment I will never forget...
Identity Attack0.058856625
Insult0.061626412
Profanity0.017777596
Threat0.007624879
Severe Toxicity0.004081726
Low Tox 0.1460314 Constructive 0.792 Moral_Argument
Jan 1, 2026 Deportations From Canada at Their …
deport 2 import 4 .. repeat
deport 2 import 4 .. repeat
Identity Attack0.049989145
Insult0.025155678
Profanity0.01627459
Threat0.02440793
Severe Toxicity0.005645752
Low Tox 0.14429577 Low Con 0.267 Humor_Satire
Dec 30, 2025 Deportations From Canada at Their …
For _years_, thoughtful and well-meaning people have been showing the evidence that massive over-immigration was detrimental to Canada. They were rewarded by being called r-ists and xenophobes. Turns out that, actually, they were right. Canada …
For _years_, thoughtful and well-meaning people have been showing the evidence that massive over-immigration was detrimental to Canada. They were rewarded by being called r-ists and xenophobes. Turns out that, actually, they were right. Canada needs, right now, a 100% moratorium on all immigration for at least three years to allow infrastructure and health care to catch up. After that, a very slow and gradual increase to maximim 1% current population levels, with a strict focus on STEM and health care grads. Not their parents and grandparents and great aunts. And if any of them breaks the Canadian criminal code, they are deported within 24 hours.
Identity Attack0.073429056
Insult0.06634661
Profanity0.020373698
Threat0.007637825
Severe Toxicity0.0036239624
Low Tox 0.14429577 Constructive 0.511 Policy_Critique
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Not enough being deported and still way too many being let in.
Not enough being deported and still way too many being let in.
Identity Attack0.06613251
Insult0.02708937
Profanity0.012995303
Threat0.013321015
Severe Toxicity0.0035095215
Low Tox 0.14256015 Low Con 0.256 Policy_Critique
Dec 26, 2025 1 likes Deportations From Canada at Their …
18K peeps deported?! That's not even half of the actual - that is a joke
18K peeps deported?! That's not even half of the actual - that is a joke
Identity Attack0.034300596
Insult0.036214896
Profanity0.020578653
Threat0.008556974
Severe Toxicity0.0028038025
Low Tox 0.13908891 Low Con 0.215 Unverified_Claim
Dec 24, 2025 1 likes Deportations From Canada at Their …
How about all the college and universities that took big money from foreign students to only have them drop out and claim refugee status , make them pay for their deportation
How about all the college and universities that took big money from foreign students to only have them drop out and claim refugee status , make them pay for their deportation
Identity Attack0.10221587
Insult0.029604018
Profanity0.013131939
Threat0.009851551
Severe Toxicity0.0029182434
Low Tox 0.1373533 Low Con 0.257
Dec 31, 2025 1 likes Deportations From Canada at Their …

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.