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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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30,738 comments · Page 885 of 1230
A better idea is to visit a friendlier country like Iran or North Korea.
A better idea is to visit a friendlier country like Iran or North Korea.
Identity Attack0.04394128
Insult0.008035453
Profanity0.00012725375
Threat0.002808112
Severe Toxicity0.0000099527415
Low Tox 0.06725414
Dec 10, 2025
This isn't good people who pay taxes should have the say . And I say no more people shut the borders.
This isn't good people who pay taxes should have the say . And I say no more people shut the borders.
Identity Attack0.018470341
Insult0.021159383
Profanity0.012517073
Threat0.008026198
Severe Toxicity0.0015640259
Low Tox 0.0665887 Moderate Con 0.438 Policy_Critique
Nov 20, 2025 17 likes Thousands of refugees allowed into …
🐄🐄🐄🐄🤣
🐄🐄🐄🐄🤣
Identity Attack0.004069764
Insult0.022319598
Profanity0.09292633
Threat0.007301235
Severe Toxicity0.009117126
Low Tox 0.0665887 Low Con 0.258
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
No parents and grandparents. No TFWs. No spouses unless the applicant is a Canadian who was born here.
No parents and grandparents. No TFWs. No spouses unless the applicant is a Canadian who was born here.
Identity Attack0.052944973
Insult0.017292
Profanity0.010433359
Threat0.0064079775
Severe Toxicity0.0017642975
Low Tox 0.0665887 Low Con 0.208
Jan 20, 2026 11 likes Why Canada’s immigration system has …
Why - population explosion in India
Why - population explosion in India
Identity Attack0.04332388
Insult0.015720926
Profanity0.022149978
Threat0.012854968
Severe Toxicity0.0032806396
Low Tox 0.0665887 Low Con 0.213
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
3:55 that was the nicest looking homeless shelter I have ever seen
3:55 that was the nicest looking homeless shelter I have ever seen
Identity Attack0.012061302
Insult0.018001022
Profanity0.022628209
Threat0.00899713
Severe Toxicity0.004081726
Low Tox 0.0665887 Moderate Con 0.43
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
So sad what Brampton has become. I left Canada entirely despite being born and raised in Brampton. Now living a better life in Australia
So sad what Brampton has become. I left Canada entirely despite being born and raised in Brampton. Now living a better life in Australia
Identity Attack0.031722516
Insult0.023608726
Profanity0.010006369
Threat0.006045496
Severe Toxicity0.0016021729
Low Tox 0.0665887 Constructive 0.571
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
That is the flag of Sikhism and not of Khalistan.
That is the flag of Sikhism and not of Khalistan.
Identity Attack0.057492398
Insult0.017292
Profanity0.016889455
Threat0.0074306927
Severe Toxicity0.0023460388
Low Tox 0.0665887 Low Con 0.236 Meta_Commentary
Feb 20, 2026 Inside Canada's Indian Invasion...
Missed out on the Timmigrants Meme. ¯\\_(ツ)_/¯
Missed out on the Timmigrants Meme. ¯\\_(ツ)_/¯
Identity Attack0.04925346
Insult0.022964163
Profanity0.020851927
Threat0.0076637166
Severe Toxicity0.0042533875
Low Tox 0.0665887 Low Con 0.279
Jan 27, 2026 Inside Canada's Indian Invasion...
All high trust societies around the world are being destroyed. Division and strife is being cultivate by design. A population divided can not come together to oppose the government. The trucker convoys in Canada is …
All high trust societies around the world are being destroyed. Division and strife is being cultivate by design. A population divided can not come together to oppose the government. The trucker convoys in Canada is EXACTLY what they are trying to prevent. That's why the Canadian govt came down so hard on the truckers. It's happening to all western countries at the same time for the same reason. We are the greatest threat to the globalist powers maneuvering to rule the world.
Identity Attack0.014752249
Insult0.02373764
Profanity0.01309778
Threat0.011223801
Severe Toxicity0.0019836426
Low Tox 0.0665887 Constructive 0.526
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Khalistan will not Just be in India. It will be in every country in the world.
Khalistan will not Just be in India. It will be in every country in the world.
Identity Attack0.050216515
Insult0.014504919
Profanity0.019758832
Threat0.012078222
Severe Toxicity0.003528595
Low Tox 0.0665887 Low Con 0.214
Jan 27, 2026 Inside Canada's Indian Invasion...
Butter chicken kinda fire tho ngl
Butter chicken kinda fire tho ngl
Identity Attack0.007214582
Insult0.019483518
Profanity0.0715894
Threat0.013702838
Severe Toxicity0.0051879883
Low Tox 0.0665887 Moderate Con 0.363 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
"Indian food is good" have you seen HOW they cook it?
"Indian food is good" have you seen HOW they cook it?
Identity Attack0.04564415
Insult0.016784932
Profanity0.016752819
Threat0.0064727063
Severe Toxicity0.0019741058
Low Tox 0.0665887 Moderate Con 0.312 Identity_Assertion
Feb 12, 2026 2 likes Inside Canada's Indian Invasion...
Great news,,but it should be 1,800,000 not 18,000... Makes me laugh that ctv worry about tax money spending being 78 millions on deportation while we spend annually over a billion on refugees hotels...😂😂😂 Great journalism …
Great news,,but it should be 1,800,000 not 18,000... Makes me laugh that ctv worry about tax money spending being 78 millions on deportation while we spend annually over a billion on refugees hotels...😂😂😂 Great journalism finance by the Liberal party of Canada.!😊
Identity Attack0.024801146
Insult0.02283525
Profanity0.011663092
Threat0.006530962
Severe Toxicity0.0016021729
Low Tox 0.0665887 Constructive 0.588 Policy_Critique
Dec 31, 2025 1 likes Deportations From Canada at Their …
Commonizing legal people with illegal ones, we should stop calling out common names for the people who never done anything wrong.
Commonizing legal people with illegal ones, we should stop calling out common names for the people who never done anything wrong.
Identity Attack0.036105253
Insult0.019999169
Profanity0.012346277
Threat0.007637825
Severe Toxicity0.0015926361
Low Tox 0.0665887 Moderate Con 0.458
Sep 30, 2025 IRCC Names India in Study …
Guy on the bike is my hero.😂😂😂
Guy on the bike is my hero.😂😂😂
Identity Attack0.0071775843
Insult0.01767874
Profanity0.023174755
Threat0.012233571
Severe Toxicity0.0036811829
Low Tox 0.0665887 Moderate Con 0.429 Humor_Satire
Mar 2, 2026 Inside Canada's Indian Invasion...
The hands holding the filter need glasses.
The hands holding the filter need glasses.
Identity Attack0.0047727237
Insult0.023995465
Profanity0.013883443
Threat0.009903334
Severe Toxicity0.001707077
Low Tox 0.0665887 Moderate Con 0.308 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Not that an issue in Canada. Some on the extreme right are playing the racism angle. What happened was too many people were allowed in the country in a short period of time, putting strain …
Not that an issue in Canada. Some on the extreme right are playing the racism angle. What happened was too many people were allowed in the country in a short period of time, putting strain on services and employment. This was done during pandemic when labor was issue and with universities and colleges when tuition was frozen, and they set that with foreign students who were not qualified financially to study abroad and did it more for permanent residency.
Identity Attack0.033527173
Insult0.024511116
Profanity0.011201942
Threat0.006440342
Severe Toxicity0.0017547607
Low Tox 0.0665887 Constructive 0.664 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
What is punjab, why don’t they call themselves the same
What is punjab, why don’t they call themselves the same
Identity Attack0.04023018
Insult0.023608726
Profanity0.020988565
Threat0.007832011
Severe Toxicity0.002632141
Low Tox 0.0665887 Low Con 0.194 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
“ Charity begins at home” , the Canadian government should worry about helping Native Communities in Northern Canada, eradicating homelessness, drug addiction, and should stop importing poverty.
“ Charity begins at home” , the Canadian government should worry about helping Native Communities in Northern Canada, eradicating homelessness, drug addiction, and should stop importing poverty.
Identity Attack0.018168874
Insult0.026444806
Profanity0.0093915025
Threat0.007598988
Severe Toxicity0.001373291
Low Tox 0.0665887 Moderate Con 0.33 Policy_Critique
Nov 25, 2025 Quebec Ends Economic Immigration Program …
That's funny that Carney said one of the reasons why we're having issues in Canada is because of immigration and yet he as of the getting 100 million people in Canada
That's funny that Carney said one of the reasons why we're having issues in Canada is because of immigration and yet he as of the getting 100 million people in Canada
Identity Attack0.039714564
Insult0.021803947
Profanity0.010894509
Threat0.006110225
Severe Toxicity0.0014686584
Low Tox 0.0665887 Moderate Con 0.493 Policy_Critique
Feb 26, 2026 15 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working hard, you cannot get ahead in this country. So you end up going into a debt that you can't pay off and the problems increase. Taxes go up value of the dollar keeps going down, so in the end its a no win situation for most of the general population and its the same when you retire, you get an income that's not enough even to pay for rent in the city you were brought up in. This is a very serious problem and gov. does not seem to do anything about it, food banks are overwhelmed along with medical staff, food prices and rents have gone out of sight as far as prices are concerned. We have a national debt that never gets paid and a gov. that spends more money than it takes in in taxes. And a dollar thats going to H in a handbasket. Too much crime, too much violence, too many traffic jams and too much drug use. I have written to this liberal gov. and told them how to fix these problems but they don't listen, their agenda is with the WEF, you will have nothing and you will be happy, right, no. Canada is now a bankrupt country and going to a third world status, I guess you get what you vote for and I did not vote for this gov. to ruin the country. Hey note that this is just the start, its going to get a whole lot worse down the road as we all suffer another great depression, then things really get bad.
Identity Attack0.008176526
Insult0.029163294
Profanity0.017982552
Threat0.0068869707
Severe Toxicity0.0017166138
Low Tox 0.0665887 Constructive 0.691 Economic_Argument
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
I were to live in India as a Indian i would like to move to canada
I were to live in India as a Indian i would like to move to canada
Identity Attack0.053854458
Insult0.016632931
Profanity0.02030538
Threat0.007974415
Severe Toxicity0.002708435
Low Tox 0.0665887 Moderate Con 0.411 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Those voted for Liberals again, dont complain, you did to yourself again. Nothing will change.
Those voted for Liberals again, dont complain, you did to yourself again. Nothing will change.
Identity Attack0.011469335
Insult0.02618698
Profanity0.012312118
Threat0.007870848
Severe Toxicity0.0015449524
Low Tox 0.0665887 Low Con 0.211
Aug 25, 2025 106 likes Why Canadians Are Turning Against …
All students who don't comply should allow to stay
All students who don't comply should allow to stay
Identity Attack0.021183543
Insult0.016936934
Profanity0.018324144
Threat0.009281937
Severe Toxicity0.0019359589
Low Tox 0.0665887 Low Con 0.222
Oct 1, 2025 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.