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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "You are a communist we …" 38 comments · Page 2 of 2
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why …
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why he keeps them in their respective portfolio? But he absolutely needs to be also removed He is doing so much harm to Canada as this 70 yr old has never seen in her entire adult life He has done nothing to repair the relationship with USA Which he has to repair No instead he is working on China Go figure why Because they are a communist regime Whereas the USA is a democracy and solvant democracy such as our own and as far back Canada use to have a rather strong relationship with them But now its not Why? These are the kind of questions that should be asked Why Because CTV and CBC Are our CNN NBC Equivalent of fake news And totally Libéral bias
Identity Attack0.010063417
Insult0.16751462
Profanity0.020168742
Threat0.013631714
Severe Toxicity0.0051498413
Low Tox 0.20312156 Moderate Con 0.448 Call_To_Action
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Welp, about a half an hour ago when I got home, I realized that someone broke into my apartment building and stole my shoes that were infront of my door. SHOES. last year someone broke …
Welp, about a half an hour ago when I got home, I realized that someone broke into my apartment building and stole my shoes that were infront of my door. SHOES. last year someone broke in and stole my bike. The thing is, this area was NEVER like this. It was safe and people trusted each other. Guess what has changed? The amount of immigration in my city and in this area. I am terrified during the night that someone will break into my apartment since theyve been able to get into the building. My entire life I have always stuck up for minorities and all different groups that have been apparently marginalized. Now, after everything happening in my city, in the world, to the people I love and myself, I have had ENOUGH. I want these people out of my country. Go back to your shitty countries with your shitty ideas and shitty ideologies and shitty everything because you do not belong here. If you do not properly become a Canadian citizen, such as assimilating to our culture, language and so on and leaving your shitty ideas behind, then you are not wanted and you do not belong here. Canada is being destroyed because of YOU and our communist "liberal" leaders. As a former SJW, feminist, leftist, member of the alphabet Mafia, I see the destruction and the deception of these ideologies and they are the opposite of what is real and true and free. Bring Canada back.
Identity Attack0.07177465
Insult0.077136256
Profanity0.051181246
Threat0.017674083
Severe Toxicity0.006942749
Low Tox 0.19939905 Constructive 0.594
Aug 25, 2025 Why Canadians Are Turning Against …
As an Alberta patriot I am all for Alberta leaving communist Canada
As an Alberta patriot I am all for Alberta leaving communist Canada
Identity Attack0.12556632
Insult0.06477321
Profanity0.017914234
Threat0.008194493
Severe Toxicity0.0045394897
Low Tox 0.18364124 Moderate Con 0.38 Identity_Assertion
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Stop calling them Liberals. They are controlled by the CCP so start calling them communists.
Stop calling them Liberals. They are controlled by the CCP so start calling them communists.
Identity Attack0.10221587
Insult0.06739554
Profanity0.017162729
Threat0.007832011
Severe Toxicity0.003414154
Low Tox 0.1693855 Low Con 0.092 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
7:20 same as all communist movements. Need to tear it all down before you can do communism correctly this time.
7:20 same as all communist movements. Need to tear it all down before you can do communism correctly this time.
Identity Attack0.06340405
Insult0.029604018
Profanity0.024404489
Threat0.09623027
Severe Toxicity0.0061035156
Low Tox 0.1693855 Low Con 0.273 Fear_Threat
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
CBAM Communists Branding Another Mess Government programs and spending is not a sign of success. It is a sign of failure. Communism doesn't work the way you think.
CBAM Communists Branding Another Mess Government programs and spending is not a sign of success. It is a sign of failure. Communism doesn't work the way you think.
Identity Attack0.034300596
Insult0.06564732
Profanity0.015283971
Threat0.006770459
Severe Toxicity0.002155304
Low Tox 0.15158679 Low Con 0.143 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue us. U.S. will not tolerate a communist government next door. We shall thank all the liberal voters for making it happen.
Identity Attack0.0376521
Insult0.060927123
Profanity0.015079016
Threat0.010731863
Severe Toxicity0.002822876
Low Tox 0.1460314 Moderate Con 0.348 Fear_Threat
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
a lberal communist Lester B Pearson pushed to get rid of the original Canadian Flag the Red Ensign that had the Irish, Scottish, English, French on the flag that stated this was the 4 founding …
a lberal communist Lester B Pearson pushed to get rid of the original Canadian Flag the Red Ensign that had the Irish, Scottish, English, French on the flag that stated this was the 4 founding producers.....they got rid of it and put in the corporate flag and so started the erasure of Canadians identity.........put the flag back!
Identity Attack0.04203484
Insult0.054376744
Profanity0.012482914
Threat0.009100696
Severe Toxicity0.0031280518
Low Tox 0.11912931 Moderate Con 0.497
Aug 24, 2025 Why Canadians Are Turning Against …
How ya liking that Communist agenda DEI ???...so far so YUK ? or helping you win.? While you were watching Hockey and drinking beer...this happened !!
How ya liking that Communist agenda DEI ???...so far so YUK ? or helping you win.? While you were watching Hockey and drinking beer...this happened !!
Identity Attack0.022188433
Insult0.034341812
Profanity0.015625564
Threat0.00866054
Severe Toxicity0.0031661987
Low Tox 0.11150667 Low Con 0.216
Sep 29, 2025 IRCC Names India in Study …
Better get use to it. Youve got decades of communist rule coming.
Better get use to it. Youve got decades of communist rule coming.
Identity Attack0.039972372
Insult0.03257891
Profanity0.017231047
Threat0.00899713
Severe Toxicity0.0024414062
Low Tox 0.11129999 Low Con 0.14 Fear_Threat
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
This has been planned a very long time ago. It's called the KALERGI PLAN......an integral part of the GLOBALIST AGENDA 2030, when they hope to cause massive chaos in every Country around the WORLD, out …
This has been planned a very long time ago. It's called the KALERGI PLAN......an integral part of the GLOBALIST AGENDA 2030, when they hope to cause massive chaos in every Country around the WORLD, out of which they plan to have their "ONE WORLD COMMUNIST GOVERNMENT"......with a drastically reduced WORLD POPULATION ....I.M.H.O.
Identity Attack0.023193322
Insult0.033019636
Profanity0.015283971
Threat0.00951496
Severe Toxicity0.0033187866
Low Tox 0.10956833 Low Con 0.284 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
This was to stack the deck to keep the liberal communist party in power indefinitely.
This was to stack the deck to keep the liberal communist party in power indefinitely.
Identity Attack0.028628819
Insult0.028392024
Profanity0.017162729
Threat0.008556974
Severe Toxicity0.0020313263
Low Tox 0.08716487 Low Con 0.145
Jun 18, 2025 1 likes How Canada broke its immigration …
10 years of the Liberal (Communist) party. Not that complicated to understand....
10 years of the Liberal (Communist) party. Not that complicated to understand....
Identity Attack0.01666154
Insult0.026444806
Profanity0.011697251
Threat0.0066151097
Severe Toxicity0.0014400482
Low Tox 0.06896287 Low Con 0.273
Aug 26, 2025 Why Canadians Are Turning Against …

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.