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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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Search comment text, filter by category or toxicity level
Active: "But the food will be …" 446 comments · Page 18 of 18
lower the price of food
lower the price of food
Identity Attack0.002552852
Insult0.0075128763
Profanity0.011816809
Threat0.007068211
Severe Toxicity0.00092983246
Low Tox 0.016964182 Low Con 0.281 Call_To_Action
Jan 11, 2026 362 likes Canada’s new rules in 2026
All MP's need to donate their recent raise in pay to the food banks and homeless shelters.
All MP's need to donate their recent raise in pay to the food banks and homeless shelters.
Identity Attack0.0037182847
Insult0.010362893
Profanity0.009357343
Threat0.006110225
Severe Toxicity0.0006246567
Low Tox 0.015707577 Moderate Con 0.437 Call_To_Action
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
I wonder if I see Brampton tourism advertisement. "Welcome to Brampton, Canada. Our traditional foods are gol gappe and pani puri."
I wonder if I see Brampton tourism advertisement. "Welcome to Brampton, Canada. Our traditional foods are gol gappe and pani puri."
Identity Attack0.0050317086
Insult0.009640889
Profanity0.0103821205
Threat0.0059548756
Severe Toxicity0.0006914139
Low Tox 0.015644746 Moderate Con 0.415
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
If you don’t have children you really do t need a three bedroom home. If your children are gone from the home you really don’t need a three bedroom home. See the problem here. If …
If you don’t have children you really do t need a three bedroom home. If your children are gone from the home you really don’t need a three bedroom home. See the problem here. If you really want food grown so you can eat you really don’t want more three bedroom homes built…
Identity Attack0.0022198714
Insult0.008443882
Profanity0.010604155
Threat0.0063432488
Severe Toxicity0.00068187714
Low Tox 0.0154562555 Moderate Con 0.376
Jan 3, 2026 New rules, regulations take effect …
Yeah Rica, is the "food" worth it?
Yeah Rica, is the "food" worth it?
Identity Attack0.0018591423
Insult0.009279887
Profanity0.011560614
Threat0.0062396824
Severe Toxicity0.0006866455
Low Tox 0.015267765 Moderate Con 0.342 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They get more help than you think. Meanwhile I struggle to make 45 in food stamps last a whole month.
They get more help than you think. Meanwhile I struggle to make 45 in food stamps last a whole month.
Identity Attack0.0018591423
Insult0.008975885
Profanity0.011099464
Threat0.0063108844
Severe Toxicity0.00059604645
Low Tox 0.014765122 Constructive 0.54
Sep 16, 2021 6 likes How much do refugees and …
Who is paying for this free food? Someone is fitting the bill, is it the tax payers?!
Who is paying for this free food? Someone is fitting the bill, is it the tax payers?!
Identity Attack0.0015169121
Insult0.009526889
Profanity0.010279642
Threat0.0058966195
Severe Toxicity0.0005865097
Low Tox 0.014576632 Low Con 0.198 Economic_Argument
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
C9me check out every fast food establishment in moose jaw saskatchewan
C9me check out every fast food establishment in moose jaw saskatchewan
Identity Attack0.0035147965
Insult0.008956885
Profanity0.010809111
Threat0.006220264
Severe Toxicity0.00068187714
Low Tox 0.014011159 Low Con 0.211 Advertisement_Spam
Jan 29, 2026 Inside Canada's Indian Invasion...
Not very attractive anyway to live in a country where you can't afford housing, can't afford food and that's infested with woke ideology.
Not very attractive anyway to live in a country where you can't afford housing, can't afford food and that's infested with woke ideology.
Identity Attack0.0005510634
Insult0.0044033392
Profanity0.00046058858
Threat0.0002138804
Severe Toxicity0.000004419194
Low Tox 0.013822696
Apr 14, 2025
Love the school food program becoming permanent.
Love the school food program becoming permanent.
Identity Attack0.0026453468
Insult0.0081208795
Profanity0.011543535
Threat0.0066151097
Severe Toxicity0.0010442734
Low Tox 0.013634177 Moderate Con 0.443
Jan 17, 2026 Canada’s new rules in 2026
But the food will be good.
But the food will be good.
Identity Attack0.0029043318
Insult0.007607877
Profanity0.012038844
Threat0.0071717775
Severe Toxicity0.001039505
Low Tox 0.013382856 Low Con 0.278 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
You can find them at the fast food chains.
You can find them at the fast food chains.
Identity Attack0.003144818
Insult0.0077598775
Profanity0.01261955
Threat0.007624879
Severe Toxicity0.000872612
Low Tox 0.013068704 Moderate Con 0.324
Oct 1, 2025 2 likes IRCC Names India in Study …
13:59 food bank. Who pays for that? If they don’t pay taxes, how is this sustainable on the long run
13:59 food bank. Who pays for that? If they don’t pay taxes, how is this sustainable on the long run
Identity Attack0.0022198714
Insult0.008880884
Profanity0.009681856
Threat0.005890147
Severe Toxicity0.0005531311
Low Tox 0.013068704 Moderate Con 0.33
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Worked in Brampton for 30 years. Left in Jan. 2020, when I retired. Never looked back. But.....they do have the best food.😋
Worked in Brampton for 30 years. Left in Jan. 2020, when I retired. Never looked back. But.....they do have the best food.😋
Identity Attack0.0027193425
Insult0.008918885
Profanity0.010689554
Threat0.0062396824
Severe Toxicity0.00064373016
Low Tox 0.012126249 Constructive 0.664 Personal_Narrative
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian culture is beautiful from the scenery the kindness friendliness & wonderful foods that are grown right here in canada 🇨🇦
Canadian culture is beautiful from the scenery the kindness friendliness & wonderful foods that are grown right here in canada 🇨🇦
Identity Attack0.0058826595
Insult0.0074178753
Profanity0.011406898
Threat0.0066668927
Severe Toxicity0.00094890594
Low Tox 0.011372286 Constructive 0.581
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Lots of positives stated I'd like to know how they are insuring nutritional standards for that food program Hopefully they will focus on whole unprocessed foods
Lots of positives stated I'd like to know how they are insuring nutritional standards for that food program Hopefully they will focus on whole unprocessed foods
Identity Attack0.002090379
Insult0.007987879
Profanity0.010245483
Threat0.0059969495
Severe Toxicity0.0005364418
Low Tox 0.011120965 Constructive 0.574 Question
Jan 11, 2026 14 likes Canada’s new rules in 2026
What school food program?
What school food program?
Identity Attack0.0018683918
Insult0.0065628705
Profanity0.01084327
Threat0.0061037517
Severe Toxicity0.0006198883
Low Tox 0.007916619 Low Con 0.274 Question
Jan 20, 2026 1 likes Canada’s new rules in 2026
2% wage increase. 4% increase in food. 5% increase in rent. 3% increase in bus fares. 5 % increase in license registrations. So we make less then last year.
2% wage increase. 4% increase in food. 5% increase in rent. 3% increase in bus fares. 5 % increase in license registrations. So we make less then last year.
Identity Attack0.0010266906
Insult0.006667371
Profanity0.009109689
Threat0.0058448366
Severe Toxicity0.00044584274
Low Tox 0.006754258 Moderate Con 0.351 Economic_Argument
Jan 11, 2026 398 likes Canada’s new rules in 2026
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a …
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a spike in housing prices and many other problems. This then affected every Canadian. A lot are becoming even poorer. It is one of the reasons they had more tent cities and 2 million people going to food banks along with 2/3 of Canadians with only 500.00 a month after all monthly bills were paid. That's 2/3 of Canadians. The Convoy had released these figures over a year ago at CPAC. Proving that Canada is in a huge mess economically because of these Liberal policies. @minimaxmiaandme.4971 - I don't hide behind a fake name. The Supreme Court ruled in favor of the convoy or did you forget? The Liberals violated Canadians' Constitutional Rights to Protest. Which proves they are more credible than the Liberals. Now be man enough to show your real identity.
Identity Attack0.00017204595
Insult0.00035070546
Profanity0.000051291976
Threat0.00004996549
Severe Toxicity0.000008668661
Low Tox 0.00093127653 Economic_Argument
Apr 15, 2025 18 likes
Losing millions in immigration will actually help Canada after over-inflating immigration. It will better control the housing crisis, food crisis, healthcare crisis. Pausing immigration so the numbers correct itself will fix a lot of the …
Losing millions in immigration will actually help Canada after over-inflating immigration. It will better control the housing crisis, food crisis, healthcare crisis. Pausing immigration so the numbers correct itself will fix a lot of the issues Canadians face.
Identity Attack0.00016129999
Insult0.00020965506
Profanity0.0000160642
Threat0.000034526518
Severe Toxicity0.0000022098052
Low Tox 0.0006739027
Apr 20, 2025 6 likes
Save your money don’t go plenty of awesome places in canada also Europe is much better especially the food and cheaper
Save your money don’t go plenty of awesome places in canada also Europe is much better especially the food and cheaper
Identity Attack0.00006444473
Insult0.00014707765
Profanity0.000017472323
Threat0.000025695965
Severe Toxicity0.0000023033297
Low Tox 0.00036854518
Dec 8, 2025

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.