Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "What is he still doing …" 597 comments · Page 24 of 24
Yo Tyler you still in Ontario?
Yo Tyler you still in Ontario?
Identity Attack0.0034592997
Insult0.009336887
Profanity0.010962827
Threat0.006375613
Severe Toxicity0.00084877014
Low Tox 0.014136819 Moderate Con 0.411
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
That is barely a reduction in the permanent resident quota at all. It’s still way too many to absorb. It should be at most a third of that.
That is barely a reduction in the permanent resident quota at all. It’s still way too many to absorb. It should be at most a third of that.
Identity Attack0.0018776412
Insult0.008747884
Profanity0.010723713
Threat0.006550381
Severe Toxicity0.0006580353
Low Tox 0.013822667 Low Con 0.261 Policy_Critique
Jan 4, 2026 5 likes New rules, regulations take effect …
Still we love canada
Still we love canada
Identity Attack0.0056236745
Insult0.007835878
Profanity0.012073003
Threat0.006770459
Severe Toxicity0.001077652
Low Tox 0.013257195 Moderate Con 0.422 Solidarity
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
Still not a crisis?
Still not a crisis?
Identity Attack0.0018776412
Insult0.007854878
Profanity0.010740792
Threat0.0068416605
Severe Toxicity0.0006723404
Low Tox 0.0131943645 Low Con 0.263 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
45K per year is still to many.
45K per year is still to many.
Identity Attack0.002090379
Insult0.0073988754
Profanity0.010706633
Threat0.006763986
Severe Toxicity0.0006866455
Low Tox 0.010681152 Moderate Con 0.319 Policy_Critique
Nov 21, 2025 18 likes Quebec Ends Economic Immigration Program …
Lost my job last October. Its almost a year. I still can’t get a job in my field.
Lost my job last October. Its almost a year. I still can’t get a job in my field.
Identity Attack0.0014984132
Insult0.0068098716
Profanity0.010501678
Threat0.006543908
Severe Toxicity0.0005340576
Low Tox 0.01024134 Moderate Con 0.451
Jun 24, 2025 1 likes How Canada broke its immigration …
I recently took the test and passed (17/20). In my experience, only a few questions were similar to this video. The real test focused more on understanding concepts from the Discover Canada guide rather than …
I recently took the test and passed (17/20). In my experience, only a few questions were similar to this video. The real test focused more on understanding concepts from the Discover Canada guide rather than repeated practice questions. Still helpful for revision, but definitely prioritize the official book/guide.
Identity Attack0.0018221445
Insult0.0068003717
Profanity0.009476901
Threat0.00598724
Severe Toxicity0.00042200089
Low Tox 0.007099825 Constructive 0.733 Personal_Narrative
Mar 1, 2026 2 likes Canadian Citizenship Test 2025 – …
You couldn’t pay me to go to the USA. Yet Canadians are still going.
You couldn’t pay me to go to the USA. Yet Canadians are still going.
Identity Attack0.0074049383
Insult0.00089498394
Profanity0.000046438912
Threat0.00018912484
Severe Toxicity0.0000038344588
Low Tox 0.0067758136
Dec 8, 2025 4 likes
This still works for feb 2026 scheduled citizenship test?
This still works for feb 2026 scheduled citizenship test?
Identity Attack0.0018406434
Insult0.0062493687
Profanity0.009434202
Threat0.006265574
Severe Toxicity0.0005030632
Low Tox 0.006754258 Low Con 0.28 Question
Jan 28, 2026 Canadian Citizenship Test 2025 – …
Thank you for the video. I just took my test Jan 19/2026 got 19/20 on my first attempt. I read 2 chapters of discover Canada, found it was hard to follow and watched this video …
Thank you for the video. I just took my test Jan 19/2026 got 19/20 on my first attempt. I read 2 chapters of discover Canada, found it was hard to follow and watched this video 3 times instead. I took notes and read all the explanation with each questions. Wrote down the events according to timeline really helped. This video gave me a really solid foundation, but still had maybe 4-5 questions that wasn’t part of these questions.
Identity Attack0.0022846176
Insult0.006353869
Profanity0.010108846
Threat0.0063238298
Severe Toxicity0.00054597855
Low Tox 0.0060631246 Constructive 0.698
Jan 20, 2026 2 likes Canadian Citizenship Test 2025 – …
Why would any Canadian still want to go to the USA? Boycot the World Cup.
Why would any Canadian still want to go to the USA? Boycot the World Cup.
Identity Attack0.0010031435
Insult0.0003425855
Profanity0.000034743753
Threat0.000071415816
Severe Toxicity0.0000028956022
Low Tox 0.0015371105 Call_To_Action
Dec 8, 2025
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
Still these numbers are way too high. All immigration should be stopped till housing situation is resolved.
Still these numbers are way too high. All immigration should be stopped till housing situation is resolved.
Identity Attack0.00021178457
Insult0.00016407622
Profanity0.000013853454
Threat0.00009511885
Severe Toxicity0.0000025449883
Low Tox 0.0008347509 Policy_Critique
Apr 14, 2025
So, it will still not stop me from visiting my Navajo brothers.😊
So, it will still not stop me from visiting my Navajo brothers.😊
Identity Attack0.00015525096
Insult0.00020082314
Profanity0.000018657742
Threat0.00006464082
Severe Toxicity0.0000024237806
Low Tox 0.0007165331
Dec 8, 2025 2 likes
I have no respect for anyone who still travels down there for pleasure considering the current circumstances.
I have no respect for anyone who still travels down there for pleasure considering the current circumstances.
Identity Attack0.00009481231
Insult0.00023995485
Profanity0.00002001173
Threat0.000024609315
Severe Toxicity0.0000019744314
Low Tox 0.00059974845 Moral_Argument
Dec 7, 2025 26 likes
Everyone is boycotting USA, when every fabric of Canada runs on USA technology and infrastructure. Amazon, Walmart, Google, Microsoft , apple... Why isn't anyone boycotting ROGERS XFINITY? sell your iPhone and buy a blackberry, Canada …
Everyone is boycotting USA, when every fabric of Canada runs on USA technology and infrastructure. Amazon, Walmart, Google, Microsoft , apple... Why isn't anyone boycotting ROGERS XFINITY? sell your iPhone and buy a blackberry, Canada would be a frozen wasteland still in the dark ages of it wasn't for USA.
Identity Attack0.00006577903
Insult0.00023082343
Profanity0.000020217845
Threat0.000022782564
Severe Toxicity0.000002309757
Low Tox 0.00052124116
Dec 8, 2025 13 likes
Ehy would anyone still go there anyway??
Ehy would anyone still go there anyway??
Identity Attack0.00005071871
Insult0.00021962372
Profanity0.000027515453
Threat0.000028802517
Severe Toxicity0.0000019202623
Low Tox 0.0004904582 Question
Dec 8, 2025 100 likes
Ha ha, I'm still going
Ha ha, I'm still going
Identity Attack0.00006177224
Insult0.00016993008
Profanity0.000023480025
Threat0.00003335376
Severe Toxicity0.000002258652
Low Tox 0.00044813292 Humor_Satire
Dec 10, 2025
Not visiting while clementine is still governing
Not visiting while clementine is still governing
Identity Attack0.00005143971
Insult0.00022322366
Profanity0.00001819066
Threat0.000023526443
Severe Toxicity0.0000017675802
Low Tox 0.00043939974
Dec 12, 2025
That is still a lot
That is still a lot
Identity Attack0.000057608788
Insult0.0001397473
Profanity0.000019990424
Threat0.000021546215
Severe Toxicity0.0000024055266
Low Tox 0.00033902712 Question
Apr 15, 2025 1 likes
We visit the USA all the time.. its really not as bad as it sounds.. if your under 30 day vacationing its a breeze still.
We visit the USA all the time.. its really not as bad as it sounds.. if your under 30 day vacationing its a breeze still.
Identity Attack0.00006231277
Insult0.00013964926
Profanity0.000019498235
Threat0.000021856373
Severe Toxicity0.000002441512
Low Tox 0.00032973185
Dec 8, 2025 1 likes
Fingerprints Eh? No wonder why they're building more data centres. Anybody building fingerprint printing machines yet? Oh, that's right, it's still 2025.
Fingerprints Eh? No wonder why they're building more data centres. Anybody building fingerprint printing machines yet? Oh, that's right, it's still 2025.
Identity Attack0.00004768638
Insult0.00012335717
Profanity0.000019682948
Threat0.000019547442
Severe Toxicity0.0000028341503
Low Tox 0.00027699352
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.