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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

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Active: "What will I do without …" 416 comments · Page 17 of 17
There is a fundamental error here: if universities are struggling due to lack of students, without government programs, then the university is not economically viable and should close. Otherwise, they are just a government department.
There is a fundamental error here: if universities are struggling due to lack of students, without government programs, then the university is not economically viable and should close. Otherwise, they are just a government department.
Identity Attack0.0030708222
Insult0.0105148945
Profanity0.010330882
Threat0.0062914654
Severe Toxicity0.00059843063
Low Tox 0.018723432 Low Con 0.282 Economic_Argument
Jan 22, 2026 Why Canada’s immigration system has …
We grew in population way too fast without preparing for the infrastructure. Our economy suffered because of it.
We grew in population way too fast without preparing for the infrastructure. Our economy suffered because of it.
Identity Attack0.0027748393
Insult0.008956885
Profanity0.010689554
Threat0.006757513
Severe Toxicity0.00069618225
Low Tox 0.01834645 Moderate Con 0.376 Economic_Argument
Dec 24, 2025 16 likes Deportations From Canada at Their …
We can definitely do without #1. There's no reason why it shouldn't take 7-9 years to obtain citizenship just like most other nations in the world.
We can definitely do without #1. There's no reason why it shouldn't take 7-9 years to obtain citizenship just like most other nations in the world.
Identity Attack0.0056236745
Insult0.008348881
Profanity0.012961143
Threat0.007145886
Severe Toxicity0.0008392334
Low Tox 0.018095128 Moderate Con 0.426 Policy_Critique
Jan 12, 2026 3 likes Canada’s new rules in 2026
Explain to me why this couldn't be achieved without Pierre? He lost his seat...you mean to tell me the party couldn't be a party without him?
Explain to me why this couldn't be achieved without Pierre? He lost his seat...you mean to tell me the party couldn't be a party without him?
Identity Attack0.0017666477
Insult0.009906891
Profanity0.010809111
Threat0.006589218
Severe Toxicity0.0006008148
Low Tox 0.017969469 Moderate Con 0.36 Question
Feb 27, 2026 'We do know that there's …
For the last decade, Canada has been aggresively trying to boost its population in order to avoid a population collapse among native born Canadians in the next 20 years. Demographics are destiny. Governments need people …
For the last decade, Canada has been aggresively trying to boost its population in order to avoid a population collapse among native born Canadians in the next 20 years. Demographics are destiny. Governments need people to support the economy and tax system. You can’t have economic growth without population growth.
Identity Attack0.006511623
Insult0.00971689
Profanity0.009587918
Threat0.006479179
Severe Toxicity0.00076293945
Low Tox 0.017592486 Moderate Con 0.357 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I went to a Sikh Temple when i was homeless in Victoria for a short while and was welcomed with wholesome hearts and a plate of warm home cooked healthy vegetarian meal. No judgement, and …
I went to a Sikh Temple when i was homeless in Victoria for a short while and was welcomed with wholesome hearts and a plate of warm home cooked healthy vegetarian meal. No judgement, and no frowning upon for not being Sikh. Love is universal and i experienced that 1st hand. One time, i was inadvertently at a Engagement party in same Temple and sat near the bride and groom! What an honour i thought! What a Loving religion without any pressure to convert. Bless Them!
Identity Attack0.0103594
Insult0.007949878
Profanity0.0128245065
Threat0.0065827454
Severe Toxicity0.0011634827
Low Tox 0.016712861 Constructive 0.82 Personal_Narrative
Oct 26, 2025 286 likes Inside Canada's Indian Metropolis (Brampton)
How does he record in the house without getting caught tho you’d think these places have cameras ?
How does he record in the house without getting caught tho you’d think these places have cameras ?
Identity Attack0.0018683918
Insult0.008025879
Profanity0.011509376
Threat0.0077672824
Severe Toxicity0.0008010864
Low Tox 0.016021729 Low Con 0.214 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
Even if CBSA check Three racing cars, 3 tim Hortons and 3 public transport buses a day they could have found at least 15 people without status in Canada
Even if CBSA check Three racing cars, 3 tim Hortons and 3 public transport buses a day they could have found at least 15 people without status in Canada
Identity Attack0.0040512653
Insult0.008766884
Profanity0.008862034
Threat0.0060908063
Severe Toxicity0.00057935715
Low Tox 0.013382856 Moderate Con 0.395
Sep 27, 2025 20 likes IRCC Names India in Study …
Without the influx of migrants, wages will increase and Canadians can afford to have children.
Without the influx of migrants, wages will increase and Canadians can afford to have children.
Identity Attack0.0022546225
Insult0.00046997625
Profanity0.000014073342
Threat0.000089552865
Severe Toxicity0.0000027010585
Low Tox 0.0028452694
Apr 14, 2025
Canadians cross the border every day without incident. I am sure that any changes going forward, will make them well-prepared.
Canadians cross the border every day without incident. I am sure that any changes going forward, will make them well-prepared.
Identity Attack0.0016115292
Insult0.00043137398
Profanity0.000034192366
Threat0.000101398095
Severe Toxicity0.0000031271707
Low Tox 0.0022595462
Dec 9, 2025
Canadians need to realize that democracy continues to exist because of America. Without America we would be taken over. The next superpower will not have democracy or human rights
Canadians need to realize that democracy continues to exist because of America. Without America we would be taken over. The next superpower will not have democracy or human rights
Identity Attack0.0016351287
Insult0.00039178698
Profanity0.000030854175
Threat0.000073747935
Severe Toxicity0.000002959524
Low Tox 0.002143695 Moral_Argument
Dec 8, 2025 14 likes
yeah...not for a while. So many other cool places around the world to see and without the hassle
yeah...not for a while. So many other cool places around the world to see and without the hassle
Identity Attack0.000059105987
Insult0.00032602556
Profanity0.000029315594
Threat0.000020379386
Severe Toxicity0.0000019348618
Low Tox 0.0006949049 Personal_Narrative
Dec 8, 2025 6 likes
This is like a visa without a visa. And why would i want to give them access to my personal information such as tax account or bank account?? whatever!!!
This is like a visa without a visa. And why would i want to give them access to my personal information such as tax account or bank account?? whatever!!!
Identity Attack0.00006975719
Insult0.0002155635
Profanity0.000022140337
Threat0.000027081516
Severe Toxicity0.0000019237928
Low Tox 0.00051481253 Policy_Critique
Dec 8, 2025 9 likes
Yet Canada has an app that requires the honesty of the person applying to get into Canada without security checks
Yet Canada has an app that requires the honesty of the person applying to get into Canada without security checks
Identity Attack0.000060511018
Insult0.00016510811
Profanity0.000018772342
Threat0.000018323084
Severe Toxicity0.0000023039622
Low Tox 0.0003722475 Policy_Critique
Dec 8, 2025 21 likes
At lastly..government & authorities has taken absolutely extraordinary steps against..new immigration & jobs in immegrants should be close & send them backs without hesitations..housing crises & unemployment will be improved immediately..go ahead without delay…wakes up..wakes …
At lastly..government & authorities has taken absolutely extraordinary steps against..new immigration & jobs in immegrants should be close & send them backs without hesitations..housing crises & unemployment will be improved immediately..go ahead without delay…wakes up..wakes up..we are delayed in decision.
Identity Attack0.000048779526
Insult0.00014532087
Profanity0.000017338123
Threat0.000020040892
Severe Toxicity0.0000025921015
Low Tox 0.0003061768
Apr 14, 2025
You brought 5 million peoples all over the world without even background check and what do u expect? Soon other countries will also do the same things with canada look at canada 4 million to …
You brought 5 million peoples all over the world without even background check and what do u expect? Soon other countries will also do the same things with canada look at canada 4 million to 5 million temporary resident in canada
Identity Attack0.000051010913
Insult0.00012469533
Profanity0.000017913682
Threat0.0000208587
Severe Toxicity0.0000026697837
Low Tox 0.0002793177 Policy_Critique
Dec 8, 2025 8 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.