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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: "Not like it has to …" 2,805 comments · Page 113 of 113
Good. Not like anyone can afford to live here anyway. You'll do better any where else that doesn't tax you to oblivion.
Good. Not like anyone can afford to live here anyway. You'll do better any where else that doesn't tax you to oblivion.
Identity Attack0.00006927089
Insult0.00015046106
Profanity0.000020665633
Threat0.000030127221
Severe Toxicity0.000002471338
Low Tox 0.00038110933
Apr 20, 2025 2 likes
I have the answer - I am never going to the States again and I find this decision very easy to take as Canada is far nicer and is a free country - remember what …
I have the answer - I am never going to the States again and I find this decision very easy to take as Canada is far nicer and is a free country - remember what free looked like.
Identity Attack0.00007122219
Insult0.00013956765
Profanity0.000020931255
Threat0.000023746192
Severe Toxicity0.00000276584
Low Tox 0.00034268282 Comparative_Framing
Dec 10, 2025
At 3:03 - If the government wants to mitigate the rise of housing prices, they should ban the purchase of real estate by foreigners.. like other countries do. Allowing them to buy houses, etc, only …
At 3:03 - If the government wants to mitigate the rise of housing prices, they should ban the purchase of real estate by foreigners.. like other countries do. Allowing them to buy houses, etc, only helps to drive up demand and prices.
Identity Attack0.000068370755
Insult0.00012784888
Profanity0.000017180379
Threat0.000020163468
Severe Toxicity0.0000028917084
Low Tox 0.00029893842
Apr 14, 2025 58 likes
"The travelers needs to show documents like proof of residence, bank accounts, their rent, their tax paid..."
"The travelers needs to show documents like proof of residence, bank accounts, their rent, their tax paid..."
Identity Attack0.00004894536
Insult0.00014539018
Profanity0.000015919486
Threat0.000017871656
Severe Toxicity0.0000023152263
Low Tox 0.00029507358
Dec 9, 2025
Heightened scrutiny undermines Canada's reputation as a welcoming destination? Isn't this the point? Meanwhile, lax policies allow too much abuse of our "wecoming" system. Finally, with the US tightening their borders, Canada will be the …
Heightened scrutiny undermines Canada's reputation as a welcoming destination? Isn't this the point? Meanwhile, lax policies allow too much abuse of our "wecoming" system. Finally, with the US tightening their borders, Canada will be the desired destination for North America, and our policies must prepare for this likely outcome. One last point is this: i would rather this country take care of the first nations peoples, the dispossessed, those marginalized within our society and our elderly who've contributed to this country's growth and prosperity but, due to one or another reason, dont have workplace pensions for retirement. Once we've sorted out our own peoples, seen properly to the needs of those who were actually born here, ensured our hospitals and schools are well funded, then we can look to service the needs of a migrant population.
Identity Attack0.000051619318
Insult0.000120263016
Profanity0.000018316585
Threat0.000020267227
Severe Toxicity0.000003076367
Low Tox 0.00027410034
Apr 23, 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.