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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: "Its the same way in …" 970 comments · Page 39 of 39
I live about an hour away from there. You pass by Highway 410 (the highway to Brampton) on the way to Toronto Pearson International Airport.
I live about an hour away from there. You pass by Highway 410 (the highway to Brampton) on the way to Toronto Pearson International Airport.
Identity Attack0.0016186562
Insult0.0058836164
Profanity0.009254865
Threat0.006420923
Severe Toxicity0.0005340576
Low Tox 0.005089255 Constructive 0.6 Personal_Narrative
Feb 22, 2026 Inside Canada's Indian Metropolis (Brampton)
Captain Palpatine finding every way possible to bankrupt the United States
Captain Palpatine finding every way possible to bankrupt the United States
Identity Attack0.00027195358
Insult0.0013791877
Profanity0.000055101045
Threat0.0002946398
Severe Toxicity0.000003059765
Low Tox 0.004010992
Dec 10, 2025
Thank god. Rents are way to expensive, hospitals and clinics too crowded, buses and trains too full. Now start putting drugs out of the streets
Thank god. Rents are way to expensive, hospitals and clinics too crowded, buses and trains too full. Now start putting drugs out of the streets
Identity Attack0.0003122956
Insult0.00045407692
Profanity0.0001015965
Threat0.00074984506
Severe Toxicity0.000006387759
Low Tox 0.003653549
Apr 18, 2025 3 likes
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be …
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be so bad if immigrants (not all - I know) didn't bring all their frustrations and anger from their home with them into our society. Currently immigration causes way too much friction and divisivness in Canada. They bring their problems with them They need to solve those issues in their home countries. We don't need those problems to be faught here in our peaceful country.
Identity Attack0.00075307256
Insult0.0003533653
Profanity0.000024432342
Threat0.000047496353
Severe Toxicity0.0000027140154
Low Tox 0.0014553746 Policy_Critique
Apr 14, 2025
Mexican and Canadian visitors entering on a B2 visitor visa and staying longer than 30 days or traveling beyond 25 miles must apply for an I-94. Biometrics and photo is taken. It's been this way …
Mexican and Canadian visitors entering on a B2 visitor visa and staying longer than 30 days or traveling beyond 25 miles must apply for an I-94. Biometrics and photo is taken. It's been this way for many years. Really nothing really new here. Just enforcing the law that has been in place since 1996. Known as the 96 Act of the INA. I am a retired INS Inspector and spent 17 years on the San Diego/Tijuana land border crossing. I put my entry stamp on thousands of I-94's.
Identity Attack0.00074456655
Insult0.00022661212
Profanity0.00003744463
Threat0.00004035115
Severe Toxicity0.0000029890857
Low Tox 0.00093714095 Personal_Narrative
Dec 10, 2025 4 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
Hm...I'm sure there must be some easy way to avoid the hassle and risk of visiting Magastan...hmm...
Hm...I'm sure there must be some easy way to avoid the hassle and risk of visiting Magastan...hmm...
Identity Attack0.00007427238
Insult0.0003688675
Profanity0.000036640064
Threat0.000027363732
Severe Toxicity0.000001954854
Low Tox 0.00087357656 Humor_Satire
Dec 26, 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
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what …
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what trump is doing that’s why America treated Canadian the way they does Canadian always follow the American I have seen trump in Pierre look what trum put Canada through and he brieng in that immigration law it’s Just going to make Canada like america
Identity Attack0.00010044
Insult0.00032364624
Profanity0.000028711169
Threat0.00003159364
Severe Toxicity0.0000019860133
Low Tox 0.0007863873
Apr 14, 2025 1 likes
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what …
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what trump is doing that’s why America treated Canadian the way they does Canadian always follow the American I have seen trump in Pierre look what trum put Canada through and he brieng in that immigration law it’s Just going to make Canada like america
Identity Attack0.00010044
Insult0.00032364624
Profanity0.000028711169
Threat0.00003159364
Severe Toxicity0.0000019860133
Low Tox 0.0007863873
Apr 14, 2025
Strange how Canada has finally stepped up to order military equipment, military personal, borders in the North and with USA borders putting more man power and technology. Changed and removed provincial boundaries for trade, liberal …
Strange how Canada has finally stepped up to order military equipment, military personal, borders in the North and with USA borders putting more man power and technology. Changed and removed provincial boundaries for trade, liberal party wants to change like the dems in the USA. Leaders should go in and do a good job and not just think about them selves. Maybe Trump has helped in that way even when we don’t want to admit it. Leaders has got away with things for along time.
Identity Attack0.00010509171
Insult0.0002843471
Profanity0.00006087333
Threat0.000045825087
Severe Toxicity0.000015931742
Low Tox 0.0006615455 Policy_Critique
Apr 14, 2025 2 likes
Also Americans: tourism is way down and no one knows why!😂
Also Americans: tourism is way down and no one knows why!😂
Identity Attack0.00019830387
Insult0.00020439501
Profanity0.000024453975
Threat0.000027566957
Severe Toxicity0.0000020211842
Low Tox 0.000657784 Humor_Satire
Dec 9, 2025
Foreign students only benefit Canada if they can pay their own way, with their own money!! 🧨🎇✨️🎗🎋
Foreign students only benefit Canada if they can pay their own way, with their own money!! 🧨🎇✨️🎗🎋
Identity Attack0.00018596917
Insult0.00017774377
Profanity0.000020924808
Threat0.000043029144
Severe Toxicity0.0000022321017
Low Tox 0.0006534234
Apr 16, 2025 1 likes
No thanks , no way anymore
No thanks , no way anymore
Identity Attack0.00008058096
Insult0.00025682003
Profanity0.000025113783
Threat0.000030301455
Severe Toxicity0.000002147138
Low Tox 0.0006219584 Identity_Assertion
Dec 8, 2025
Just close the border. We each go our own way.
Just close the border. We each go our own way.
Identity Attack0.00013174806
Insult0.00017121837
Profanity0.000021346621
Threat0.000038713973
Severe Toxicity0.0000021167386
Low Tox 0.000578332
Dec 11, 2025
Maybe Canada should close the alcan high way......or start charging a per pound tax for road maintenance.....and getting American travelers to give fingerprints and pictures as well.
Maybe Canada should close the alcan high way......or start charging a per pound tax for road maintenance.....and getting American travelers to give fingerprints and pictures as well.
Identity Attack0.00010464162
Insult0.0001670604
Profanity0.000019285786
Threat0.00003001635
Severe Toxicity0.000002430602
Low Tox 0.00045477043 Humor_Satire
Dec 9, 2025
Going and loving it, any chance I get to leave trudeau land is a bonus! As your guest stated they want to make sure travelers are not planning on staying in their country....hmmm every border …
Going and loving it, any chance I get to leave trudeau land is a bonus! As your guest stated they want to make sure travelers are not planning on staying in their country....hmmm every border at every country in the world does this in various ways!!
Identity Attack0.00005806109
Insult0.00017108928
Profanity0.000020702953
Threat0.000021759333
Severe Toxicity0.0000023298671
Low Tox 0.00040393107
Dec 11, 2025
Nothing special in the States, not to mention more expensive. Nah! I got better ways of stretching my money.
Nothing special in the States, not to mention more expensive. Nah! I got better ways of stretching my money.
Identity Attack0.000074218784
Insult0.00014848127
Profanity0.000018747742
Threat0.000021399534
Severe Toxicity0.0000022682968
Low Tox 0.00037706541 Comparative_Framing
Dec 9, 2025
Shouldn’t it be the other way around?
Shouldn’t it be the other way around?
Identity Attack0.00007582287
Insult0.00014165549
Profanity0.000024823761
Threat0.000026252132
Severe Toxicity0.000002365393
Low Tox 0.00037605272
Dec 9, 2025
It’s not consistent as Snowbirds will tell you. Most never got fingerprinted, some asked officers about new forms ,they had no idea and went on their way.
It’s not consistent as Snowbirds will tell you. Most never got fingerprinted, some asked officers about new forms ,they had no idea and went on their way.
Identity Attack0.000050430495
Insult0.00015894357
Profanity0.00001871848
Threat0.00001821359
Severe Toxicity0.0000024255264
Low Tox 0.0003444057 Policy_Critique
Dec 11, 2025 1 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.