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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: "We have a monster here. …" 6 comments
LOL.. Who is speaking?. U European monsters, wipped out natives from Australia, Newzeland, CANADA, USA.. All around the globe. U guys did massive genocide, now talking about Invasion of Canada by Indians !!!!!! Murderer Europeans..
LOL.. Who is speaking?. U European monsters, wipped out natives from Australia, Newzeland, CANADA, USA.. All around the globe. U guys did massive genocide, now talking about Invasion of Canada by Indians !!!!!! Murderer Europeans..
Identity Attack0.6649212
Insult0.6261769
Profanity0.27747265
Threat0.2836219
Severe Toxicity0.34981552
Toxic 0.71760553 Low Con 0.266 Identity Attack Insult Moral_Argument
Feb 17, 2026 Inside Canada's Indian Invasion...
Wow many years your ancestors live in bharat and now you got problem atleast we never became monster or not paying for everything like normal human beings by the way this is god world not …
Wow many years your ancestors live in bharat and now you got problem atleast we never became monster or not paying for everything like normal human beings by the way this is god world not yours learn about history you are living in our money but you gonna believe your disgusting ancestors
Identity Attack0.26155844
Insult0.5678696
Profanity0.26280963
Threat0.013579931
Severe Toxicity0.024725812
Moderate 0.54823303 Low Con 0.254 Insult Identity_Assertion
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
It's a two headed monster - on the right, corporate property conglomerates have QUADRUPLED RENTS IN 20 years! on the left - CLOWNS have stopped having children because they hate themselves, and they welcome in …
It's a two headed monster - on the right, corporate property conglomerates have QUADRUPLED RENTS IN 20 years! on the left - CLOWNS have stopped having children because they hate themselves, and they welcome in invaders from other countries that are already overpopulated. The West is done until this two-headed snake is stopped, and in some countries, like Canada, it's probably already too late. Too bad, Canada used to have the hottest women.
Identity Attack0.2781757
Insult0.5723624
Profanity0.18417911
Threat0.010602405
Severe Toxicity0.023076924
Moderate 0.52007306 Low Con 0.279 Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Canadians ICE - Trump is doing the same in America, but he's a monster. Take it from a legal immigrant of 50 years. Illegals in Canada will destroy our social fabric.
Canadians ICE - Trump is doing the same in America, but he's a monster. Take it from a legal immigrant of 50 years. Illegals in Canada will destroy our social fabric.
Identity Attack0.44690517
Insult0.5130944
Profanity0.09292633
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.48021027 Constructive 0.533 Insult Fear_Threat
Feb 20, 2026 Canadian immigration officers investigating hundreds …
they should've deported all these visa student immigrants...over 5million of them and 0 went to school!!! then on top of it people are making the same money from 10 years ago while the cost of …
they should've deported all these visa student immigrants...over 5million of them and 0 went to school!!! then on top of it people are making the same money from 10 years ago while the cost of living goes up and up and up they mock us because we don't want to have children because we simply cannot afford 2-3k childcare while making 3.5k/month after taxes and rent at 3k/month while they come here have a free house, free money, pop out kids like crazy because the government will pay for the extra kids shit...highschool kids cant even get a job these days...the jobs that used to be for kids like tim hortons mcdonalds etc...are literally taken by immigrants as full blown jobs then there's not even enough jobs for the people here and employers are paying less and less and if you don't like it move along there's 100 illegal immigrants on student visas behind you waiting for that job when they should've been out of this country already!! Vancouver full of crackheads on fentanyl...Toronto full of heroin addicts walking around like zombies truck drivers buying cdl's from vending machines... icing on the cake was a crackhead doing heroin on a bench in broad daylight right on king st w. we're talking about a main street not a slow street or a side street where nobody sees shit...its fucking KING AND PETER!! I got so pissed off I tried to confront the dude but he was so out of it he couldn't even function... now we're talking about a crackhead that if he opens his eyes and he's flipping out and sees you as the cookie monster he'll fucking stab you with a needle what if it has hiv? or some other messed up disease? what if its a kid? WHAT IF IT'S YOU? what will it take for people to finally care about the issues in the community?!? crackhead immigrant? deported... cdl's? 10mil government trust fund to either run your own truck or to open a company...this would end all of these bankruptcy runaways whenever shit happens... student WORK visas? revoke them all...if they can't afford to pay for their international studies they have no business being an international student... first you study...get your degree once COMPLETED if you want to come back because you liked Canada apply from OUTSIDE Canada for a visa/pr. we don't need people working 10 years saving up to study living in a condo bedroom like 6 people in there driving up the cost of living for everyone else then fucking off when shit gets tough...
Identity Attack0.28622448
Insult0.344702
Profanity0.09486605
Threat0.032695748
Severe Toxicity0.01825585
Moderate 0.3722269 Constructive 0.628 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
I lived in Malton in the 1980s when the Sikhs arrived. We were naive in our approach to these newcomers. They bought homes and filled them with up to 25 people breaking property standards. They …
I lived in Malton in the 1980s when the Sikhs arrived. We were naive in our approach to these newcomers. They bought homes and filled them with up to 25 people breaking property standards. They bought the local school and filled the classrooms with cots for new arrivals. Nothing was monitored. Local police worked tirelessly dealing with cultural differences. They demanded rights! I was refused service in one of their stores. Crime went up by 27%, and research revealed that 7% of students in Mississauga were psychopaths from exposure to war and violence! Then, an Indian friend told me that after Ghandi's daughter's assassination, they went from one village after another, robbing and killing in order to get out of India. Thus, the $5000 cookie jar reference. His car was stolen. Working at the birth registry office, he observed they changed their identity and falsified documents. My 13 year old daughter was thrown up against a wall, and a ceremonial knife was put to her throat. Rapes were happening at the high school. I should have called the police many times, and I deeply regret not stopping this intrusion into our Canadian culture. Hazel, the mayor the time at least, stopped the construction of monster homes. Their sense of supremacy was tangible. It's well past the time to deal with unregistered apts, finding true identities and turning to the Indians made victims of the ruthless greed to get the truth.
Identity Attack0.10221587
Insult0.07365121
Profanity0.035649836
Threat0.01052473
Severe Toxicity0.005836487
Low Tox 0.16678599 Constructive 0.737 Personal_Narrative
Oct 4, 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.