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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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "We should be deporting 18,000 …" 9 comments
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few …
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few bureaucratic steps will help line up the immigrants across Canada towards airports to flee and here we go: 1- Introduce a 3 months grace period for illegals to depart with their lute, no questions asked 2- Establish a Black-List-Database for all illegals and anyone who makes that list will never get permanent residence no matter how long they stay or even if they apply from abroad down the road 3- Introduce daily fines for overstaying or being here illegal with no ceiling including assets seizure to cover fines 4- Abolish automatic birth citizenship unless both parents are fully legal, else contact your embassy for birth certificate and fetch healthcare, school etc ..on your own dime 5- Revoke driver licenses, bank accounts, temporary SIN numbers of all illegals 6- Mandate the RCMP, Local Police, Sheriffs to check immigration status of anyone who comes in contact with law enforcement including traffic stops 7- Establish new Driver License and other documents for citizens and legal people with specific design and color etc.. 8- Introduce a toll-free number so citizens can report illegals and illegal activities 9- Impose hefty fines and jail time on employers who hire illegals including business closures 10- Limit running to office on all levels to Canadian born citizens 11- No illegal owns, buys or sells any real estate or property Do these and the longest line will be the line leading to airports so our friends CBSA can sit in the ri comfy offices processing illegals at their own pace.
Identity Attack0.27171627
Insult0.47384647
Profanity0.10797132
Threat0.013217449
Severe Toxicity0.014511578
Moderate 0.42568782 Moderate Con 0.448
Dec 23, 2025 15 likes Deportations From Canada at Their …
18,000 😂😂😂 We need mass deportation of around 6 million.
18,000 😂😂😂 We need mass deportation of around 6 million.
Identity Attack0.2331515
Insult0.06319981
Profanity0.027683776
Threat0.11769595
Severe Toxicity0.012574885
Low Tox 0.2854835 Low Con 0.185
Dec 26, 2025 1 likes Deportations From Canada at Their …
We should be deporting 18,000 a week.
We should be deporting 18,000 a week.
Identity Attack0.18468912
Insult0.03665562
Profanity0.023311393
Threat0.07476458
Severe Toxicity0.009689331
Low Tox 0.25462922 Low Con 0.265 Call_To_Action
Jan 2, 2026 Deportations From Canada at Their …
Whoa, let in 2 million and deport 18,000.
Whoa, let in 2 million and deport 18,000.
Identity Attack0.09576365
Insult0.031697463
Profanity0.014259194
Threat0.040638234
Severe Toxicity0.00579834
Low Tox 0.19314334 Low Con 0.184
Dec 28, 2025 Deportations From Canada at Their …
Deport 18,000 and let in 1 million. Immigration lawyers have created a very lucrative racket.
Deport 18,000 and let in 1 million. Immigration lawyers have created a very lucrative racket.
Identity Attack0.10221587
Insult0.04852104
Profanity0.014498309
Threat0.018019408
Severe Toxicity0.00415802
Low Tox 0.18744208 Low Con 0.264
Dec 26, 2025 Deportations From Canada at Their …
$78Million to deport 18,000?! Another bureaucratic catastrophe!! Now we only have about 600,000 to go!! Wait til you see the cost for this!! Thank you Liberal voters.
$78Million to deport 18,000?! Another bureaucratic catastrophe!! Now we only have about 600,000 to go!! Wait til you see the cost for this!! Thank you Liberal voters.
Identity Attack0.034558404
Insult0.06354945
Profanity0.013268576
Threat0.009592636
Severe Toxicity0.0030517578
Low Tox 0.1641865 Moderate Con 0.355
Dec 25, 2025 1 likes Deportations From Canada at Their …
Great news,,but it should be 1,800,000 not 18,000... Makes me laugh that ctv worry about tax money spending being 78 millions on deportation while we spend annually over a billion on refugees hotels...😂😂😂 Great journalism …
Great news,,but it should be 1,800,000 not 18,000... Makes me laugh that ctv worry about tax money spending being 78 millions on deportation while we spend annually over a billion on refugees hotels...😂😂😂 Great journalism finance by the Liberal party of Canada.!😊
Identity Attack0.024801146
Insult0.02283525
Profanity0.011663092
Threat0.006530962
Severe Toxicity0.0016021729
Low Tox 0.0665887 Constructive 0.588 Policy_Critique
Dec 31, 2025 1 likes Deportations From Canada at Their …
Over 118,000 emigrated, 18,000 deported, lots of students and visa holders left. Over 300,000 deaths in Canada last year.
Over 118,000 emigrated, 18,000 deported, lots of students and visa holders left. Over 300,000 deaths in Canada last year.
Identity Attack0.023595277
Insult0.012300906
Profanity0.010979908
Threat0.013113883
Severe Toxicity0.0020885468
Low Tox 0.049336795 Moderate Con 0.461
Dec 24, 2025 9 likes Deportations From Canada at Their …
A drop in the bucket. Canada needs to increase deportations by a factor of 100. So instead of deporting 18,000, they need to deport 1.8 million. And even that isn't enough.
A drop in the bucket. Canada needs to increase deportations by a factor of 100. So instead of deporting 18,000, they need to deport 1.8 million. And even that isn't enough.
Identity Attack0.016159095
Insult0.014086916
Profanity0.010535837
Threat0.008789998
Severe Toxicity0.0013160706
Low Tox 0.045625936 Moderate Con 0.385
Dec 26, 2025 Deportations From Canada at Their …

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.