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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 deport" 1,024 comments · Page 12 of 41
deport deport trudumbs mistakes
deport deport trudumbs mistakes
Identity Attack0.09080041
Insult0.4378843
Profanity0.17101645
Threat0.039947584
Severe Toxicity0.019095084
Moderate 0.41445592 Low Con 0.143 Policy_Critique
Dec 24, 2025 2 likes Deportations From Canada at Their …
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...
Deport all illegal fraud people in the name of student shame on them
Deport all illegal fraud people in the name of student shame on them
Identity Attack0.38318536
Insult0.36537176
Profanity0.10425757
Threat0.13815513
Severe Toxicity0.022452017
Moderate 0.41168427 Low Con 0.18 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
Deport them all ✅
Deport them all ✅
Identity Attack0.36702603
Insult0.17361937
Profanity0.09066332
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.40891263 Low Con 0.233 Fear_Threat
Jan 1, 2026 Deportations From Canada at Their …
We tried to include these third worlders into our first world countries, didn't work. Just deport them now.
We tried to include these third worlders into our first world countries, didn't work. Just deport them now.
Identity Attack0.46028158
Insult0.26196828
Profanity0.07255927
Threat0.12382901
Severe Toxicity0.023076924
Moderate 0.40614098 Low Con 0.234
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
DEPORT ALL MIDDLE EASTERN IMMIGRANTS THAT HAVEN'T BEEN HERE FOR 2 YEARS MAYBE EVEN MORE. 😂
DEPORT ALL MIDDLE EASTERN IMMIGRANTS THAT HAVEN'T BEEN HERE FOR 2 YEARS MAYBE EVEN MORE. 😂
Identity Attack0.46028158
Insult0.18480228
Profanity0.054437835
Threat0.11616269
Severe Toxicity0.023076924
Moderate 0.40336934 Low Con 0.171 Call_To_Action
Aug 29, 2025 Why Canadians Are Turning Against …
Deport them all now
Deport them all now
Identity Attack0.3817989
Insult0.16053712
Profanity0.09098661
Threat0.31092548
Severe Toxicity0.023076924
Moderate 0.40336934 Low Con 0.183
Nov 14, 2025 Inside Canada's Indian Metropolis (Brampton)
We need to deport several million ❤
We need to deport several million ❤
Identity Attack0.40713623
Insult0.15911613
Profanity0.07740857
Threat0.20544581
Severe Toxicity0.023076924
Moderate 0.40336934 Low Con 0.247 Call_To_Action
Dec 27, 2025 Deportations From Canada at Their …
DEPORT THEM ALL WITH THE LIBERAL PARTY !!!
DEPORT THEM ALL WITH THE LIBERAL PARTY !!!
Identity Attack0.34324843
Insult0.16809943
Profanity0.049177196
Threat0.2857609
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.134
Oct 1, 2025 1 likes IRCC Names India in Study …
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
The current " government" has no mandate to destroy our country and standard of living..every immigrant they let in is therefore illegal and need to be deported now
Identity Attack0.47178617
Insult0.26957804
Profanity0.051932767
Threat0.11309616
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.262 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
DEPORT EVERY SINGLE ONE
DEPORT EVERY SINGLE ONE
Identity Attack0.36702603
Insult0.11616662
Profanity0.094542764
Threat0.30148876
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.183 Call_To_Action
Oct 22, 2025 Inside Canada's Indian Metropolis (Brampton)
as a canadian, DEPORT ALL OF THEM
as a canadian, DEPORT ALL OF THEM
Identity Attack0.4054415
Insult0.16758773
Profanity0.049678206
Threat0.18281023
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.224 Call_To_Action
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Why would it cost that much to deport them. That sounds fishy to me. Corrupt government.
Why would it cost that much to deport them. That sounds fishy to me. Corrupt government.
Identity Attack0.055673428
Insult0.46476576
Profanity0.055940874
Threat0.011042561
Severe Toxicity0.007095337
Moderate 0.4014846 Low Con 0.165
Dec 28, 2025 Deportations From Canada at Their …
❤ they shld be deported
❤ they shld be deported
Identity Attack0.3817989
Insult0.16788013
Profanity0.10797132
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.305 Policy_Critique
Sep 9, 2025 Why Canadians Are Turning Against …
Canada has its Biden . Lets Everyone into the country . Its not about if they are nice or not ... They need DEPORTATIONS, we donot care if even if they speak english , get …
Canada has its Biden . Lets Everyone into the country . Its not about if they are nice or not ... They need DEPORTATIONS, we donot care if even if they speak english , get out of canada , with corrupt Canadian government .This video is made by an imigrant he needs to go also . TRUMP DOES NOT CARE IF MIGRANTS TAKE JOBS , START A BUSINESS, OR SELL DRUGS , HE IS DEPORTING ALL OF THEM . Healing his land ,and canada , while the corrupt Canadian government pays companies to hire migrants over citizens.... IT IS EVIL TO FLOOD CANADA WITH MIGRANTS . IN 2026 the end of it , migrants will out number citizens Stats canada says themselves .
Identity Attack0.36702603
Insult0.41530323
Profanity0.055940874
Threat0.012699619
Severe Toxicity0.020902663
Moderate 0.4014846 Moderate Con 0.319 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
so they're just saying it out loud what every concerned Canadian knows for so many years now .. the question is..what are they going to do about it? Start deporting these fraudulent fake students
so they're just saying it out loud what every concerned Canadian knows for so many years now .. the question is..what are they going to do about it? Start deporting these fraudulent fake students
Identity Attack0.1444726
Insult0.4534306
Profanity0.03990845
Threat0.03718498
Severe Toxicity0.012054443
Moderate 0.4014846 Moderate Con 0.331
Oct 2, 2025 1 likes IRCC Names India in Study …
Stolen land!! What ever!! A native teen got shot dead when he was on the "property"of a "land owner", He was sleeping in the back of the car. They had broken down near by and …
Stolen land!! What ever!! A native teen got shot dead when he was on the "property"of a "land owner", He was sleeping in the back of the car. They had broken down near by and were asking for help, he saw they were native and just got indignant, entitled and privileged. He saw , he knew ..stolen land, what3ver!! Those WhoSay that don't even know a first Nations person. I stand by our immigration rules❤. You break our laws, you face the consequences ❤. Deport them ❤.
Identity Attack0.36702603
Insult0.28586254
Profanity0.06646215
Threat0.34804323
Severe Toxicity0.023106033
Moderate 0.4013387 Constructive 0.564 Moral_Argument
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Take a good look folks this woman doesn't do nothing send all her kids to private school when she agreed to lock us all done down under the Chinese virus right they turned our government …
Take a good look folks this woman doesn't do nothing send all her kids to private school when she agreed to lock us all done down under the Chinese virus right they turned our government into a clown show after all said and done nothing will get done not one person will get deported
Identity Attack0.25817248
Insult0.39297962
Profanity0.10116278
Threat0.010990778
Severe Toxicity0.014382465
Moderate 0.39915034 Low Con 0.265
Oct 2, 2025 IRCC Names India in Study …
We need Trump to clean up this mess and DEPORT them all
We need Trump to clean up this mess and DEPORT them all
Identity Attack0.36733335
Insult0.24928534
Profanity0.060951006
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.132 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
These people are destroying Canada deport them all and let’s take back our country
These people are destroying Canada deport them all and let’s take back our country
Identity Attack0.3072352
Insult0.25998658
Profanity0.039407436
Threat0.17016006
Severe Toxicity0.02296847
Moderate 0.39915034 Low Con 0.193
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Deport them all , they have entered the country with false pretences and information . You can find a lot of them in Calgary , deport them all
Deport them all , they have entered the country with false pretences and information . You can find a lot of them in Calgary , deport them all
Identity Attack0.2846865
Insult0.26957804
Profanity0.044417568
Threat0.34552678
Severe Toxicity0.020386212
Moderate 0.39915034 Moderate Con 0.354 Call_To_Action
Oct 2, 2025 1 likes IRCC Names India in Study …
If Canadians are this angry then why don't they deport all except those who have pr and In first place why did your goverment let so many my people in your country. If they are …
If Canadians are this angry then why don't they deport all except those who have pr and In first place why did your goverment let so many my people in your country. If they are coming illegally then set up some of your soldiers at border and give order of shoot at sight. Then there will be no illiterate immigrants in your country also make some laws that states some percent of jobs reserves for Canadians (white)
Identity Attack0.44690517
Insult0.30326313
Profanity0.049678206
Threat0.27637172
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.378
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Man talking about Shariah Law should be deported
Man talking about Shariah Law should be deported
Identity Attack0.42615733
Insult0.16124763
Profanity0.13785136
Threat0.24484909
Severe Toxicity0.023076924
Moderate 0.39842087 Low Con 0.117 Call_To_Action
Sep 9, 2025 Why Canadians Are Turning Against …
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the …
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the best. Those who do not contribute to society and merely leech off of it are the true dregs. That applies the same to a white man with needles harassing people under a bridge and a black man in a hoodie and mask robbing a convenience store (non-Indian stereotypes) as it does to any immigrant who hops the border and expects this country to fund their way. That said, there have been far too many immigrants in the last decade, regardless of origin. I've lived in my small town in BC for 37 years and somehow I cannot get a family doctor (I visit all of the local clinics annually and am on the provincial waiting list) while a lot of newer residents seem to have a doctor within months of moving here. I am glad I bought my house when I did, I would not be able to afford one today. I am not against legal immigration, just slow it down so the infrastructure can support it and properly vet those who apply. The system for deportment currently employed in the US is far too hastened and imperfect for my liking but the lack-of-a-system (or heck, acknowledgement) that this is even an issue by the current and previous Canadian governments is equally as concerning (arguably more, other folks can debate the politics of it).
Identity Attack0.4482637
Insult0.36798462
Profanity0.16869035
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.828 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
These irresponsible IRCC employees need to be deported and then need to deport illegal immigrants
These irresponsible IRCC employees need to be deported and then need to deport illegal immigrants
Identity Attack0.381025
Insult0.37052566
Profanity0.05268429
Threat0.100830056
Severe Toxicity0.01896597
Moderate 0.3977292 Low Con 0.14 Call_To_Action
Sep 29, 2025 1 likes 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.