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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.

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Active: "21:50 why are so many …" 3 comments
21:50 why are so many brown people dirty fuks?!?
21:50 why are so many brown people dirty fuks?!?
Identity Attack0.6458014
Insult0.6308392
Profanity0.596623
Threat0.038220957
Severe Toxicity0.35368225
Toxic 0.8299589 Low Con 0.254 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
@21:50 khalistan is also part of the drug network franchise that uses these comtrolled and bought routes for human trafficking This will only get worse...ur present pm is a hell bent globalists whose aim is …
@21:50 khalistan is also part of the drug network franchise that uses these comtrolled and bought routes for human trafficking This will only get worse...ur present pm is a hell bent globalists whose aim is to use thirld world as a poverty driven resouurce for labour and minerpa resources for the globalist debt system.. Many compalining about indians in the west ..dint realise the globalist plan and r also as braiwnashed as the indians who r actually seaking asylum from the designed poverty corruption and pollution ..the govt programs on cleaning up rivers and the nation have all been pilfered by the corrupt polticians who r the same ones runnig npart of the drug networks from golden traiangle, india , golden crescent ,dubai , israel, rotterdam...mexico.. And they use these routes for human trafficking... All the people are caught up in between this devil and the dark deep sea.. Utube : wire manipur CM dtuglord brind asp Utube : ntt manipur CM druglord brinda asp Utube : esptein dubai Utube : epstein saudi Human and child trafficking pivots on this crypto neo caliphate aixs for decades...now they are weaponsing it to create global chaos and tension between cultures .. Utube : esptein kashoggi octopus Googlw : insight crime mexico 800 tons india precursors
Identity Attack0.37879246
Insult0.40243408
Profanity0.22889622
Threat0.063675895
Severe Toxicity0.023599008
Moderate 0.39021665 Moderate Con 0.486 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
For the first group of 25000 Syrian refugees, many had very large families. As mentioned in the video, $50,000 depending on the number in the family, probably 8 or more, mostly children under the age …
For the first group of 25000 Syrian refugees, many had very large families. As mentioned in the video, $50,000 depending on the number in the family, probably 8 or more, mostly children under the age of 17? Now add on the child care benefit. For each child under the age of 6 the family gets $6400 & those over the age of 6 to 17 they get $5400. So if you had 8 kids, 4 under the age of 6 equal to $25,600 & 4 over equal $21,600 & it's all tax free. Now add on subsidized housing, free health care, the one time setup housing money & the Government covered their transportation cost to Canada. Total $97,200, most of it tax free. Canadian Immigration Consultant considers this kind of family just above the poverty line. Remember this is just a scenario, but it does show the added benefit of our wonderful child care benefit for families.
Identity Attack0.025203101
Insult0.022448512
Profanity0.01627459
Threat0.0072106146
Severe Toxicity0.0022029877
Low Tox 0.061444655 Constructive 0.788
Apr 10, 2018 2 likes How much do refugees and …

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.