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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: "What are the rules for …" 288 comments · Page 11 of 12
Rules and humans rights....😢
Rules and humans rights....😢
Identity Attack0.0049577127
Insult0.008804884
Profanity0.010433359
Threat0.0069516995
Severe Toxicity0.0011014938
Low Tox 0.021667719 Moderate Con 0.311
Jan 11, 2026 Canada’s new rules in 2026
Oh there’s plenty of new laws and rules coming with Xi-Carney.
Oh there’s plenty of new laws and rules coming with Xi-Carney.
Identity Attack0.002552852
Insult0.010438894
Profanity0.011458136
Threat0.0067898775
Severe Toxicity0.0008869171
Low Tox 0.019351736 Low Con 0.136
Jan 17, 2026 Canada’s new rules in 2026
I have an issue to pick with the framing of policy change as “changing the rule in the middle of the match” because “the match” has a clear time stamp for beginning and end. So …
I have an issue to pick with the framing of policy change as “changing the rule in the middle of the match” because “the match” has a clear time stamp for beginning and end. So when would it be appropriate for the government to make changes? A soccer game last for about 90 minutes, how long should an immigration pathway last?
Identity Attack0.0071035884
Insult0.008823884
Profanity0.010296722
Threat0.006485652
Severe Toxicity0.00071525574
Low Tox 0.01859777 Moderate Con 0.472 Policy_Critique
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
Once the majority vote, the majority will rule.
Once the majority vote, the majority will rule.
Identity Attack0.0039957687
Insult0.007987879
Profanity0.011714331
Threat0.008026198
Severe Toxicity0.000872612
Low Tox 0.017466826 Low Con 0.146
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
They “don’t follow the rules.”
They “don’t follow the rules.”
Identity Attack0.0029598286
Insult0.009507888
Profanity0.010347961
Threat0.0062979385
Severe Toxicity0.0005531311
Low Tox 0.017341165 Low Con 0.235 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
When you are in another country(even in their own country), please follow the rules and regulations of that place, be kind and friendly to the people there, and be respectful to their culture. One should …
When you are in another country(even in their own country), please follow the rules and regulations of that place, be kind and friendly to the people there, and be respectful to their culture. One should have the civic sense to behave well in a community. ❤
Identity Attack0.009175468
Insult0.00817788
Profanity0.013507691
Threat0.0066345283
Severe Toxicity0.0007867813
Low Tox 0.016964182 Constructive 0.57 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
“We live by our own rules.” Cool story 😢
“We live by our own rules.” Cool story 😢
Identity Attack0.0022383702
Insult0.00971689
Profanity0.009903891
Threat0.0063367756
Severe Toxicity0.0006246567
Low Tox 0.016587202 Moderate Con 0.345
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
"We live by our own rules" Trust me, I've noticed.
"We live by our own rules" Trust me, I've noticed.
Identity Attack0.0026083488
Insult0.009507888
Profanity0.010569996
Threat0.006440342
Severe Toxicity0.0006055832
Low Tox 0.01646154 Moderate Con 0.46
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
@0:14 Road safety laws are made to protect lives, not to discriminate against beliefs., Governments can consider specially designed helmets that accommodate turbans, balancing safety with religious practice. Ultimately, respecting the rules of the country …
@0:14 Road safety laws are made to protect lives, not to discriminate against beliefs., Governments can consider specially designed helmets that accommodate turbans, balancing safety with religious practice. Ultimately, respecting the rules of the country you live in shows both responsibility and integration into society.
Identity Attack0.0073995716
Insult0.008386881
Profanity0.010023449
Threat0.006265574
Severe Toxicity0.00059366226
Low Tox 0.01633588 Constructive 0.571 Moral_Argument
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Ensuring its a 1 party rule forevermore
Ensuring its a 1 party rule forevermore
Identity Attack0.0037182847
Insult0.008310881
Profanity0.011765569
Threat0.007353018
Severe Toxicity0.00091552734
Low Tox 0.01608456 Low Con 0.139 Policy_Critique
Nov 20, 2025 Thousands of refugees allowed into …
Compare the way people drive over there, as fast as possible and absolutely zero rules. It's happening in the US as well, so many non drivers that attempt it every day.
Compare the way people drive over there, as fast as possible and absolutely zero rules. It's happening in the US as well, so many non drivers that attempt it every day.
Identity Attack0.0027748393
Insult0.008918885
Profanity0.009767254
Threat0.006265574
Severe Toxicity0.0005698204
Low Tox 0.014953613 Moderate Con 0.498 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The rules were way to generous. 2 years to be eligible. Come on.
The rules were way to generous. 2 years to be eligible. Come on.
Identity Attack0.0022383702
Insult0.008595883
Profanity0.01127026
Threat0.007094103
Severe Toxicity0.00079631805
Low Tox 0.01438814 Low Con 0.207 Policy_Critique
Nov 20, 2025 43 likes Quebec Ends Economic Immigration Program …
All because of RULES,
All because of RULES,
Identity Attack0.0029228306
Insult0.00806388
Profanity0.012277958
Threat0.0065568537
Severe Toxicity0.00086307526
Low Tox 0.013885498 Low Con 0.239 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
This is good for the future of Quebec and Canada. Quebec has finally decided to rule their destiny in way that lead to their independence, that is the next step of the politicians.
This is good for the future of Quebec and Canada. Quebec has finally decided to rule their destiny in way that lead to their independence, that is the next step of the politicians.
Identity Attack0.003921773
Insult0.009013886
Profanity0.009237786
Threat0.0064144502
Severe Toxicity0.0005722046
Low Tox 0.013508516 Moderate Con 0.474 Identity_Assertion
Nov 21, 2025 3 likes Quebec Ends Economic Immigration Program …
I love rules and regulations this is so exciting, we need more rules and regulations. Canada is the best❤
I love rules and regulations this is so exciting, we need more rules and regulations. Canada is the best❤
Identity Attack0.0036997858
Insult0.0075508766
Profanity0.010518758
Threat0.006602164
Severe Toxicity0.0007390976
Low Tox 0.011372286 Constructive 0.553
Jan 3, 2026 1 likes New rules, regulations take effect …
*Welldone CANADA 🇨🇦 Plz make more Strict Rules Thx*
*Welldone CANADA 🇨🇦 Plz make more Strict Rules Thx*
Identity Attack0.0045137387
Insult0.007341875
Profanity0.010535837
Threat0.006304411
Severe Toxicity0.0007915497
Low Tox 0.011309455 Moderate Con 0.324 Call_To_Action
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
I think Canada has more than done its part forever, it's time for other countries to step up also. I trust the new immigrations rules are consistent with international human rights standards as well as …
I think Canada has more than done its part forever, it's time for other countries to step up also. I trust the new immigrations rules are consistent with international human rights standards as well as what's best for Canada.
Identity Attack0.0054756827
Insult0.0072278744
Profanity0.009340264
Threat0.0062008454
Severe Toxicity0.0006079674
Low Tox 0.010618322 Constructive 0.661
Dec 24, 2025 Deportations From Canada at Their …
I thank you Canada 🇨🇦 I love my country and my love to my county For King and Country thank for adjusting these rules.
I thank you Canada 🇨🇦 I love my country and my love to my county For King and Country thank for adjusting these rules.
Identity Attack0.0037367835
Insult0.006714871
Profanity0.010433359
Threat0.0065568537
Severe Toxicity0.0007200241
Low Tox 0.008733413 Constructive 0.602
Jan 13, 2026 1 likes Canada’s new rules in 2026
Alberta should follow this rules.
Alberta should follow this rules.
Identity Attack0.0032373124
Insult0.0067908717
Profanity0.009331724
Threat0.0062979385
Severe Toxicity0.00052928925
Low Tox 0.008356431 Low Con 0.177
Nov 22, 2025 5 likes Quebec Ends Economic Immigration Program …
How about a rule that requires a by-election every time a MP quits their party to verify their constituents’ choice?
How about a rule that requires a by-election every time a MP quits their party to verify their constituents’ choice?
Identity Attack0.0015261616
Insult0.0066958712
Profanity0.009289024
Threat0.0060325502
Severe Toxicity0.0003862381
Low Tox 0.0068799187 Low Con 0.274 Call_To_Action
Jan 4, 2026 23 likes New rules, regulations take effect …
Well, you do not need to bother their whatever rules if you do not go there, right?!😂🎉 So simple, just pass USA until it is tamed back being civilized.
Well, you do not need to bother their whatever rules if you do not go there, right?!😂🎉 So simple, just pass USA until it is tamed back being civilized.
Identity Attack0.00037235592
Insult0.0010652016
Profanity0.00007141146
Threat0.0002614447
Severe Toxicity0.000003176095
Low Tox 0.00482604
Dec 9, 2025
Canada needs immigrants s the population is not producing enough. The Immagration rules must be changed to encourage those that can make real contributions to the economy. 👌🇨🇦
Canada needs immigrants s the population is not producing enough. The Immagration rules must be changed to encourage those that can make real contributions to the economy. 👌🇨🇦
Identity Attack0.0038140067
Insult0.0006560435
Profanity0.000019717874
Threat0.00007472064
Severe Toxicity0.0000026385894
Low Tox 0.0039829398 Economic_Argument
Apr 15, 2025 7 likes
Their country, their rules.
Their country, their rules.
Identity Attack0.00034783324
Insult0.00076176855
Profanity0.000024655592
Threat0.000039417806
Severe Toxicity0.000001832932
Low Tox 0.0024126733 Moral_Argument
Dec 8, 2025
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
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another …
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another 6 months, and sometimes even another full year if someone applies again. How is that stricter than before? It’s not. The government is misleading Canadians when it says immigration rules are tightening. In reality, it’s becoming more lenient, and it’s frustrating for those of us who follow the rules, pay taxes, and contribute honestly to this country.
Identity Attack0.00021630489
Insult0.00028040312
Profanity0.000052242904
Threat0.000028844901
Severe Toxicity0.000002951865
Low Tox 0.00092790026 Policy_Critique
Jun 6, 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.