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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

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Active: "Showing your true colors when …" 3 comments
Canada has always been an immigration and political sh*t show from inception, only now reality is catching up and showing its true colors. Go ask the First Nations what they think of "real Canadians" complaining …
Canada has always been an immigration and political sh*t show from inception, only now reality is catching up and showing its true colors. Go ask the First Nations what they think of "real Canadians" complaining about immigration and cultural genocide. It's game over and well deserved, sorry to say that baby boomers who took took took and gave nothing back.
Identity Attack0.37082586
Insult0.4534306
Profanity0.4381921
Threat0.02181799
Severe Toxicity0.024725812
Moderate 0.4838166 Moderate Con 0.368 Moral_Argument
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
First of all Canada 🇨🇦 is not white people's country. It was stolen from the Native indigenous people. Secondly, I am not Indian but Indians have controlled all the big businesses Canada has. Third None …
First of all Canada 🇨🇦 is not white people's country. It was stolen from the Native indigenous people. Secondly, I am not Indian but Indians have controlled all the big businesses Canada has. Third None white people will take over this stolen land , the reason is they work harder than the fat guy on the bike, that fat guy on the bike being racist against the 54 African countries show his true color. He was born in Canada and he can't even afford buying a $3,000 vehicle, he rides $50 dollars bike in -30 Canada winter because he is lazy and racist. The lazy and racist people can't even afford a good lifestyle!!! Indians and Africans owns big real estate properties and business. But the fat racist guy on the bike can only afford KFC Toonie Tuesday 2 dollars chicken and Burger Kings 3 dollars Burger. Again NO ONE IS ILLEGAL ON STOLEN LAND 😅😂 GOD BLESS INDIANS 🙏 GOD BLESS AFRICANS THE RACIST WILL DECLINE
Identity Attack0.48915586
Insult0.47020787
Profanity0.09992486
Threat0.013321015
Severe Toxicity0.023317307
Moderate 0.46716887 Moderate Con 0.458 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Our laws about accepting refugees and asylum seekers need to get better. These new comers are changing Canadas as I write this. Our Canadian ways are being disregarded and disrespected. And allowing this new comers …
Our laws about accepting refugees and asylum seekers need to get better. These new comers are changing Canadas as I write this. Our Canadian ways are being disregarded and disrespected. And allowing this new comers to dictate how they can live here. It’s not like what it was where we need to be qualified to live and immigrate to Canada. Now these new comers are trashing our parks, scamming good samaritans, scheming to get support from our government, and lastly, changing the demographics in Canada. Our laws need a better champion so the majority of good law abiding, good hearted, true Canadian citizens a better Canada. A Canada that allows good lawful immigrants to create a good future for their families. Adapting to our Canadian ways like , qualifying for work base on knowledge, skill, adaptability, acceptance, tolerance, and the heart to show love not on the base of the color of your skin, religion, nationality, gender, or creed. Canada is so much more and shouldn’t be changed by new comers that want to push their ways, beliefs, religion and agenda for their own benefit. No Canadian should be pushed to accept these new comers ways into our future.
Identity Attack0.17847598
Insult0.16337912
Profanity0.030389199
Threat0.009955117
Severe Toxicity0.007286072
Low Tox 0.23739935 Constructive 0.645
Aug 25, 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.