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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 unlike the problem in …" 6 comments
So many racist comments from non native white Canadian 🐖 who are acting like they are inuits the original natives of the land!! Furthermore being British born and watching from England I can tell you …
So many racist comments from non native white Canadian 🐖 who are acting like they are inuits the original natives of the land!! Furthermore being British born and watching from England I can tell you one Damm thing, not one of these Indians are on governments benefits, they are working their socks off unlike others from a certain religion such as the recent Minnesota problem. Furthermore how many own a house there as compared to what you people call a Canadian white person, it will be interesting to know the facts. And no the heavens didn’t open up on them with gold coins raining on their heads 😂. Here in London you get the same occasional problem where non educated white people start to moan and can’t tell the difference between an Indian person or Pakistani, by the way Indians own the most homes in London have a think why!! They actually go out and work and want to achieve something In life!!
Identity Attack0.57150364
Insult0.54471385
Profanity0.39409557
Threat0.013528148
Severe Toxicity0.16960317
Moderate 0.5885171 Constructive 0.635 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
honestly the guy on the bike said it best: sure there are some street shitters here but hey so do the chinese. and the majority of Indians are good people who don't cause problems like …
honestly the guy on the bike said it best: sure there are some street shitters here but hey so do the chinese. and the majority of Indians are good people who don't cause problems like the Muslims and Africans in Dearborn MI. furthermore they actually do contribute to the economy unlike Somalis
Identity Attack0.5548181
Insult0.489133
Profanity0.48510036
Threat0.020782012
Severe Toxicity0.16960317
Moderate 0.56269526 Constructive 0.655 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Problem is unlike America, MOST immigrants in Canada don't assimilate into a melting pot of their new host country. No such thing as a Canuck anymore. Nevertheless I'll take the Punjabis any day over the …
Problem is unlike America, MOST immigrants in Canada don't assimilate into a melting pot of their new host country. No such thing as a Canuck anymore. Nevertheless I'll take the Punjabis any day over the Pakis.
Identity Attack0.3819294
Insult0.16751462
Profanity0.05168226
Threat0.013424582
Severe Toxicity0.014640691
Moderate 0.30854854 Constructive 0.543 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Not unlike the problem in the USA with Illegal Aliens. They simply need to go.
Not unlike the problem in the USA with Illegal Aliens. They simply need to go.
Identity Attack0.10775458
Insult0.036716945
Profanity0.00013964473
Threat0.0013180199
Severe Toxicity0.000008605419
Low Tox 0.19569367 Policy_Critique
Apr 15, 2025
The problem is all the other immigrants actually assimilated here unlike them there just trying to turn it into there homeland which is the complete opposite of what you’re supposed to do when you come …
The problem is all the other immigrants actually assimilated here unlike them there just trying to turn it into there homeland which is the complete opposite of what you’re supposed to do when you come here and before they would only let higher class families immigrate here from any country but now they just let people from the bottom of the barrel come here with no intention to better society
Identity Attack0.16373143
Insult0.047935467
Profanity0.019895468
Threat0.006977591
Severe Toxicity0.0042152405
Low Tox 0.16765249 Moderate Con 0.311
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
You, Canadians, should've thought of all this when you opened your doors to every Indian, Pakistani, Bangladeshi and so on! It's not too late to stop this wave, though. The problem is unlike what you …
You, Canadians, should've thought of all this when you opened your doors to every Indian, Pakistani, Bangladeshi and so on! It's not too late to stop this wave, though. The problem is unlike what you think Canada is not democracy! Democracy, Human Rights, Inclusion, Multi-Culturalism, etc., are all the terms and phrases that Governments have created and defined them they way them wanted them and for their own benefits to generate more revenue and care less about their own people!
Identity Attack0.16587129
Insult0.04852104
Profanity0.013780965
Threat0.0069646453
Severe Toxicity0.004005432
Low Tox 0.16331999 Constructive 0.515
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)

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.