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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: "If you trying to be …" 693 comments · Page 28 of 28
I attempted to try the test after watching this video once, and after my first test; I passed! This video is amazing, thank you for making this—it really helped. I’m so grateful. 🎉
I attempted to try the test after watching this video once, and after my first test; I passed! This video is amazing, thank you for making this—it really helped. I’m so grateful. 🎉
Identity Attack0.0054756827
Insult0.008519882
Profanity0.017572641
Threat0.009540852
Severe Toxicity0.00166893
Low Tox 0.01646154 Constructive 0.602 Meta_Commentary
Sep 9, 2025 3 likes Canadian Citizenship Test 2025 – …
I know of several that are in my city (in Alberta) that are here on BC study visas, trying to get Alberta drivers licenses. Ummm why would they be you think? Seems a long drive …
I know of several that are in my city (in Alberta) that are here on BC study visas, trying to get Alberta drivers licenses. Ummm why would they be you think? Seems a long drive to Vancouver from a small city in Alberta
Identity Attack0.0040142676
Insult0.009944891
Profanity0.010108846
Threat0.0062526283
Severe Toxicity0.0006580353
Low Tox 0.01633588 Constructive 0.515 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
It's life. I am leaving too. Although I have invested all of my life savings here and my youth in this country. If it's not in my fate it's okay. I tried my best it's …
It's life. I am leaving too. Although I have invested all of my life savings here and my youth in this country. If it's not in my fate it's okay. I tried my best it's destined in my future no complaints.
Identity Attack0.0037182847
Insult0.007816878
Profanity0.01265371
Threat0.0072365063
Severe Toxicity0.00091552734
Low Tox 0.014765122 Constructive 0.604
Jan 15, 2026 7 likes 2.9 million Canadian temporary visas …
I dont have cable for over 20 years Try internet, and you are lucky you make 21 dollars per/h
I dont have cable for over 20 years Try internet, and you are lucky you make 21 dollars per/h
Identity Attack0.0023678627
Insult0.00819688
Profanity0.012687869
Threat0.0066345283
Severe Toxicity0.00086307526
Low Tox 0.014576632 Moderate Con 0.377
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Ha I bet the one thing they didn't try was offering a better salary.
Ha I bet the one thing they didn't try was offering a better salary.
Identity Attack0.001674153
Insult0.008652883
Profanity0.011458136
Threat0.006304411
Severe Toxicity0.00068187714
Low Tox 0.014576632 Low Con 0.246 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
The government knows where these people are.Their are not trying very hard to find them.Hire more of the people who find these people to get the job done faster.This would be money well spent.
The government knows where these people are.Their are not trying very hard to find them.Hire more of the people who find these people to get the job done faster.This would be money well spent.
Identity Attack0.0027008436
Insult0.008614883
Profanity0.0098868115
Threat0.006874025
Severe Toxicity0.0006389618
Low Tox 0.014513801 Moderate Con 0.444
Dec 11, 2025 IRCC Names India in Study …
I am being singled out in my family circle whenever the talk of being assimilated into the CANADIAN community, everyone understands the talking points of the rights of equality, no one trying to understand that …
I am being singled out in my family circle whenever the talk of being assimilated into the CANADIAN community, everyone understands the talking points of the rights of equality, no one trying to understand that rights come with larger responsibilities of fairness/sharing/respecting fellow citizens are the core values of Canadian society.
Identity Attack0.006622616
Insult0.008652883
Profanity0.00906699
Threat0.005919275
Severe Toxicity0.00061035156
Low Tox 0.013571346 Constructive 0.773 Personal_Narrative
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you for making this so easy to understand. Don’t give up trying to have others see it for what it’s really doing.
Thank you for making this so easy to understand. Don’t give up trying to have others see it for what it’s really doing.
Identity Attack0.0018313939
Insult0.008842885
Profanity0.0113727385
Threat0.006427396
Severe Toxicity0.0005865097
Low Tox 0.013382856 Constructive 0.549 Solidarity
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
Donald trump actively trying to turn America into a third world country
Donald trump actively trying to turn America into a third world country
Identity Attack0.00039082437
Insult0.006611411
Profanity0.000059223566
Threat0.00011876498
Severe Toxicity0.000001919801
Low Tox 0.013104271 Unverified_Claim
Dec 9, 2025
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or the housing or the medical staff or the schooling to make this possible, but they’re gonna try it anyways
Identity Attack0.00310782
Insult0.008500882
Profanity0.010211324
Threat0.0062979385
Severe Toxicity0.0006532669
Low Tox 0.01237757 Low Con 0.218
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Have you tried every Tim Horton’s in Canada?
Have you tried every Tim Horton’s in Canada?
Identity Attack0.003644289
Insult0.007797878
Profanity0.010143006
Threat0.0062914654
Severe Toxicity0.0006246567
Low Tox 0.010618322 Moderate Con 0.332 Humor_Satire
Oct 15, 2025 IRCC Names India in Study …
Try Delta/Surrey in BC…
Try Delta/Surrey in BC…
Identity Attack0.0025713511
Insult0.007009373
Profanity0.010911589
Threat0.0065050707
Severe Toxicity0.0007867813
Low Tox 0.008670582 Moderate Con 0.303 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Try Microsoft-Bellevue Redmond
Try Microsoft-Bellevue Redmond
Identity Attack0.0012579272
Insult0.0066008708
Profanity0.010911589
Threat0.0060325502
Severe Toxicity0.000603199
Low Tox 0.0058432184 Low Con 0.212 Comparative_Framing
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
That's fine. I think we have permanent residents and new naturalized citizens that went to America that never came back to our country for decades that are not being reported to the public. America is …
That's fine. I think we have permanent residents and new naturalized citizens that went to America that never came back to our country for decades that are not being reported to the public. America is just trying to fix loophooles for their country.
Identity Attack0.00016808667
Insult0.0010283373
Profanity0.00006494519
Threat0.00003096067
Severe Toxicity0.000002250703
Low Tox 0.0021313783
Dec 7, 2025 3 likes
Just so long that they don't try to get to the UK I don't care.
Just so long that they don't try to get to the UK I don't care.
Identity Attack0.00019250686
Insult0.00031945048
Profanity0.000029995663
Threat0.000054193883
Severe Toxicity0.0000021844394
Low Tox 0.0010004963 Comparative_Framing
Apr 15, 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
I have a biometric passport. This is the norm worldwide. Try going to Ukraine.
I have a biometric passport. This is the norm worldwide. Try going to Ukraine.
Identity Attack0.00026495833
Insult0.00016279102
Profanity0.000028374276
Threat0.000056860124
Severe Toxicity0.0000026102798
Low Tox 0.0006651534 Comparative_Framing
Dec 9, 2025
STUDENTS AND FOREIGN WORKERS DO NOT EVEN TRY TO COME TO AMERICA! THIS WILL NOT WE WISE AT ALL!
STUDENTS AND FOREIGN WORKERS DO NOT EVEN TRY TO COME TO AMERICA! THIS WILL NOT WE WISE AT ALL!
Identity Attack0.00012846552
Insult0.00012721469
Profanity0.00001686141
Threat0.000029520783
Severe Toxicity0.0000027160195
Low Tox 0.0003856998 Call_To_Action
Apr 15, 2025 2 likes

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.