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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: "Wondering if watching this on …" 5 comments
What a load of rubbish. After watching the video, I had to sit back and wonder if these people are ignorant or if they are intentionally trying to fool us. I happen to believe its …
What a load of rubbish. After watching the video, I had to sit back and wonder if these people are ignorant or if they are intentionally trying to fool us. I happen to believe its the later. Angela Merkel destroyed Europe using similar propaganda. Now it has come to Canada .
Identity Attack0.11744241
Insult0.6675394
Profanity0.20262444
Threat0.01119791
Severe Toxicity0.023076924
Moderate 0.63782936 Moderate Con 0.423 Insult
Nov 12, 2017 51 likes How much do refugees and …
So much for screening people before you let them into your country, just invite the worst of the worst of everything ,no wonder Canada is such a joke now and the whole world is watching …
So much for screening people before you let them into your country, just invite the worst of the worst of everything ,no wonder Canada is such a joke now and the whole world is watching , Disgraceful , shame on the liberals for the last 10 years !
Identity Attack0.3072352
Insult0.47384647
Profanity0.035900343
Threat0.011353259
Severe Toxicity0.016383713
Moderate 0.4398409 Low Con 0.3
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Lol , this dude travelled to spread some hatred and all he got in return is loads of food and nice treatment and left him wondering why his own people don't look after each other …
Lol , this dude travelled to spread some hatred and all he got in return is loads of food and nice treatment and left him wondering why his own people don't look after each other and Indians do! The white europeans went there and built all those churches and spread their culture, now can't stand watching someone else do that.
Identity Attack0.33352965
Insult0.15414265
Profanity0.089693464
Threat0.009903334
Severe Toxicity0.011749268
Moderate 0.3245134 Moderate Con 0.402 Moral_Argument
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Wondering if watching this on my SkyTrain commute might get me lynched. I'm the only blonde in the car.
Wondering if watching this on my SkyTrain commute might get me lynched. I'm the only blonde in the car.
Identity Attack0.10235514
Insult0.035443626
Profanity0.08807703
Threat0.21332647
Severe Toxicity0.01322045
Low Tox 0.2524482 Moderate Con 0.46 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank …
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank $200,000 of hard earned money into the Canadian Education system — Not as a fast track gimmick to immigrate, but so I could achieve my dream as a Game Developer. This money was family income, earned on 1/4th the salary, taking 4x longer to save. I was a great privileged to me. Today 15 years later, no one would ever think I'm from India. I sound Canadian, I behave Canadian, I have Canadian values, and I am Canadian. I came here because I loved Canada. I would watch hours upon hours of indigenous history, and on my Citizenship day, I watched Juno Beach to celebrate. However I must say this... I suffered through s*icidal depression here for 8 years, because I had far less leverage here than in a developing country, and it's really telling what sort of situation we're all in... Rent caps in Canada were removed... The housing market was open to foreign investors / and real estate monopolies with a 20% year-on-year rise... Rents went from 1000$ to 2100$ MINIMUM for a 1 bedroom through Trudeau's term and the govt said "It's not a federal responsibility"... Auto insurance is like 2.5-3.5k a year in Ontario and if you get a dent, you pay a deductable... I was quoted 8500$ for two wisdom teeth surgeries while it costed me 260$ abroad... During Covid - property owners, banks, and grocery stores exploited our misery and made record profits!... The govt stopped filtering through it's immigrants with "interviews", and it's operating like a scam — "Bring all your foreign money, convert it to CAD, and keep our GDP stable.. while we neither have the infrastructure, nor the job market to support these numbers". I think some accountability is due... these issues are "symptoms", not the problem — The problem is our Liberal govt / policies, and our wonderful voting body who voted Liberal term after term after term while complaining. Why does this govt safeguard extremism, foreign politics, foreign separatism? Khalistanis are as much of a threat / nuance to India than it is to Canada, but in Canada they actually have a unrestricted platform. Instead of resenting immigrants, we need to start resenting how mismanaged Canada is by our govt, and hold our voting body accountable. We had a chance to vote differently, but once again a repackaged and rebranded Liberal term. Because my ethnicity is Indian, I've become an object of collective resentment / hatred, and I don't think that's fair.. Please direct it at your vote, and govt level policies. Why should I (and other's like me) be crucified with the sins of other immigrants? It's like hating all your neighbors in a burning building, when the management has been lighting the fire.
Identity Attack0.026810925
Insult0.027218282
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0024795532
Low Tox 0.0665887 Constructive 0.817 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …

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.