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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: "Holy fuck, this is out …" 12 comments
didn't know they had statues holy fuck yeah like get out fuck
didn't know they had statues holy fuck yeah like get out fuck
Identity Attack0.06476828
Insult0.5130944
Profanity0.902047
Threat0.034422375
Severe Toxicity0.45895407
Toxic 0.9288007 Moderate Con 0.318 Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
holy fucking racism
holy fucking racism
Identity Attack0.48990932
Insult0.48228607
Profanity0.8907955
Threat0.035113025
Severe Toxicity0.44787344
Toxic 0.911035 Moderate Con 0.347 Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Holy crap you came to Canada!! Hahaha. We are fucking sick of all the drug dealers and shit in our small native town of Inuvik bro. Coming from an inuit living in the Northwest Territories!
Holy crap you came to Canada!! Hahaha. We are fucking sick of all the drug dealers and shit in our small native town of Inuvik bro. Coming from an inuit living in the Northwest Territories!
Identity Attack0.49855098
Insult0.6407567
Profanity0.79449326
Threat0.0138755
Severe Toxicity0.38274905
Toxic 0.85333383 Moderate Con 0.475 Insult Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
HOLY FUCK WHY DIDNT I MEET YOU
HOLY FUCK WHY DIDNT I MEET YOU
Identity Attack0.025404079
Insult0.40243408
Profanity0.86331284
Threat0.044925548
Severe Toxicity0.35368225
Toxic 0.8403191 Low Con 0.264
Jan 27, 2026 Inside Canada's Indian Invasion...
Holy fuck, this is out of control
Holy fuck, this is out of control
Identity Attack0.01087737
Insult0.26957804
Profanity0.87472564
Threat0.009048914
Severe Toxicity0.16960317
Toxic 0.8115627 Low Con 0.255 Fear_Threat
Oct 1, 2025 IRCC Names India in Study …
To be fair, the Indians are really not that bad, infact some of the best cultures on the planet. HOWEVER, that Hanuman Statue holy fuck!? That is taking the piss 😂.
To be fair, the Indians are really not that bad, infact some of the best cultures on the planet. HOWEVER, that Hanuman Statue holy fuck!? That is taking the piss 😂.
Identity Attack0.5502601
Insult0.5130944
Profanity0.7654259
Threat0.02250864
Severe Toxicity0.35368225
Toxic 0.7998551 Moderate Con 0.41 Identity Attack Insult Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
It’s not just Brampton, our whole fuckin country is like this now. I used to live in BC for the majority of my life, all over Vancouver to Vancouver island, even the smaller communities are …
It’s not just Brampton, our whole fuckin country is like this now. I used to live in BC for the majority of my life, all over Vancouver to Vancouver island, even the smaller communities are completely being invaded. I just moved to Alberta 4 years ago and holy fuck was I in for a surprise. I’m in the greater Edmonton area in a city in the surrounding area and doesn’t matter where you go, they over populate everyone for miles. The numbers the government tell you is a fuckin lie. Those numbers are grossly under exaggerated, it’s a full on invasion. I’ve never seen anything like this in my whole life. For all you fuckin idiots who voted liberal I don’t wanna hear you bitch cause you fuckin caused this.
Identity Attack0.32476485
Insult0.47630358
Profanity0.7654259
Threat0.020264024
Severe Toxicity0.35220072
Toxic 0.72028047 Constructive 0.61 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Thank you, holy fuck!
Thank you, holy fuck!
Identity Attack0.009249465
Insult0.26957804
Profanity0.8690192
Threat0.008039144
Severe Toxicity0.05832097
Moderate 0.68408644 Moderate Con 0.439 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Holy fuck that population number for Brampton absolutely skyrocketed !
Holy fuck that population number for Brampton absolutely skyrocketed !
Identity Attack0.036878675
Insult0.32682732
Profanity0.7466957
Threat0.0097738765
Severe Toxicity0.16960317
Moderate 0.6611249 Low Con 0.224
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Holy fuck I love that guy on the bike, he speaks for real Canadians.
Holy fuck I love that guy on the bike, he speaks for real Canadians.
Identity Attack0.11744241
Insult0.25007802
Profanity0.70864636
Threat0.009023022
Severe Toxicity0.028730227
Moderate 0.5532103 Moderate Con 0.451 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
3 years, permanent residency, can't even hold a normal conversation in english while smuggling people across the border. Holy fuck what has the Canadian Government done to us, the citizens.
3 years, permanent residency, can't even hold a normal conversation in english while smuggling people across the border. Holy fuck what has the Canadian Government done to us, the citizens.
Identity Attack0.23846684
Insult0.40243408
Profanity0.5643384
Threat0.011638066
Severe Toxicity0.027833538
Moderate 0.54325575 Moderate Con 0.438
Jan 27, 2026 4,348 likes Inside Canada's Indian Invasion...
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different people since I was 18 and learned great things I can add to my construction or cooking repertoire that you could possibly couldn't learn in the West without diversity. BUT now we have a group of people coming here buying up businesses while only hiring people from their country buying up single homes putting up crammy 8 plexus, and only renting to people from their home country. If these were French people like my heritage is, I would be even more pissed because I could say something without being called a racist. These immigrants are coming here with one goal retribution against the English Empire for the past or some shit, I dont know, and they're taking it out on us Canadians. over 5 years I've collected proof so I feel very safe coming out now and talking about this because I have everything to back it up. Those single homes I was talking about half of them burned down and they use insurance fraud money add multiple loopholes to use government money along the way as well, that's damn taxpayer money building parts of these homes... I'm a concrete worker they do not let these walls set properly, they don't seal the windows and doors properly, everything's going to leak but because they only rent to people from their home country after 3 years they can take their name off the property and nobody and I mean nobody is going to report leaks because they have a tyrannical control over who they rent to.... I dont even need to name the group because its OBVIOUS, living in the same city most ky life I've seen a drastic change, and this isnt intregation like my family did as they we're the members of french part of the metis tribe long ago. 5 years in a row they have added an average of 70,000 people legally to the city I live in I live in of 1.4 million people that is absolutely absurd the train system is packed all the way until 1:00 a.m.... it's just simple economics you can't add that many people and have a sustainable City.... these idiots never played sim city or some shit Also there are millions that came pretending to get spots in our universities and didn't show up, and these are the same people that are buying up all the businesses and houses and only letting the people from their own country be involved that is not integration....... There's also a huge problem with people faking Refugee status from this very place and there's even a few videos circulating online on just how to do it people from this country bragging how their making double of the average income of a Canadian a year PLUS free food and board from this fake Refugee status, HOLY FUCK! We are radicalizing here in Alberta and it's about to get real. Not only do these immigrants only want their own people involved in anything they are rude as hell when confronted about any of this even in a kind way.  There's a great deal of them that are at the top of the fenthinal distribution. mind you a lot of that's being shipped from other places but the distribution hails differently....roughly 70% of the major fenthinal arrests and seizures have those paticular heritage backgrounds to prove it. They are destroying the country in SO MANY WAYS, im DONE trying to be civil or nice about this debate,  5 years is my limit bitches, fuck you, fuck off or we'll fucking make you -Alberta proud , and fuck you again bitches
Identity Attack0.06749674
Insult0.0720671
Profanity0.06145202
Threat0.007534259
Severe Toxicity0.005493164
Low Tox 0.16043124 Constructive 0.775 Personal_Narrative
Sep 10, 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.