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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: "I was born in Poland, …" 5 comments
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over …
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over even with the promise to pay out of pocket for healthcare should it be needed. I find it utterly disgusting that as a born Canadian citizen I can't get a job, proper healthcare and live in a culture where immigrants (not all if them do this) thumb their noses at us. These immigrants, in my opinion, have NO intention of learning the english language either. I can't figure out why some of them even bothered coming to Canada because they haven't left their crap where they came from. It is no wonder Poland is the way they are about Immigration.
Identity Attack0.36702603
Insult0.33964422
Profanity0.07740857
Threat0.010602405
Severe Toxicity0.013672344
Moderate 0.3389984 Constructive 0.688 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
..most of the people "interviewed" are white - they may have born in Canada, their parents & grandparents may have been born in Canada OR their parents, grandparents or they themselves coming from countries where …
..most of the people "interviewed" are white - they may have born in Canada, their parents & grandparents may have been born in Canada OR their parents, grandparents or they themselves coming from countries where the majority of the population is caucasian e.g. Portugal, Poland - with similar religious backgrounds. Why did they leave Poland, Portugal, Greece or Italy? Why are they "more acceptable" as immigrants, than others? If for example, mass immigration had come from Russia (or G:)d help us Romania) - what would they say?
Identity Attack0.28034934
Insult0.06337463
Profanity0.02433617
Threat0.007832011
Severe Toxicity0.0062179565
Low Tox 0.22846605 Constructive 0.53
Sep 19, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
I was born in Poland, raised in Canada, and despite living in Toronto, learned both official languages to utter fluency. Yet to communicate with others in Toronto, apparently Hindi and Punjabi are what is required …
I was born in Poland, raised in Canada, and despite living in Toronto, learned both official languages to utter fluency. Yet to communicate with others in Toronto, apparently Hindi and Punjabi are what is required for economic opportunity . That’s absurd…so I moved back to Europe because I like living in a place with a sense of identity, not just an economic unit for our corporate overlords (who are the real culprits of unskilled immigration.
Identity Attack0.10221587
Insult0.09270445
Profanity0.019075647
Threat0.0065568537
Severe Toxicity0.0029754639
Low Tox 0.19409354 Constructive 0.605 Personal_Narrative
Jun 18, 2025 169 likes How Canada broke its immigration …
In the place I was born and raised everybody is like the guy on the bike. It's called Poland 🇵🇱
In the place I was born and raised everybody is like the guy on the bike. It's called Poland 🇵🇱
Identity Attack0.10221587
Insult0.05027775
Profanity0.04291453
Threat0.008246276
Severe Toxicity0.0060272217
Low Tox 0.16043124 Moderate Con 0.492 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada must repeat what it did in the 1930's and the 1940's. Canada needs to bring 5 million immigrants from Eastern Europe, like Poland, Portugal, Romania, Ukraine, Russia, Serbia, Bosnia, Lithuania, Estonia, Hungary, Macedonia etc. …
Canada must repeat what it did in the 1930's and the 1940's. Canada needs to bring 5 million immigrants from Eastern Europe, like Poland, Portugal, Romania, Ukraine, Russia, Serbia, Bosnia, Lithuania, Estonia, Hungary, Macedonia etc. Just look at the Eastern Europeans in Canada, they and their Canadian born children and grandchildren have learned and speak English language fluently. In Canada, people speak English and French. The British and the French values must be upheld. God save the King.
Identity Attack0.031722516
Insult0.014580919
Profanity0.010365041
Threat0.007534259
Severe Toxicity0.0018882751
Low Tox 0.04711028 Constructive 0.54 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...

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.