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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

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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

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Active: "In the US in 2025, …" 4 comments
I will tell you how this EVIL happened = first MARXIST CARNEY THE CORRUPT CRIMINISTER WHO HATES CANADIAN BORN N ONLY SERVES HIS BROUGHT OVER SLAVES$$$$ CARNEY HATES OUR COUNTRY CANADA 🇨🇦 AS HE DESTROYED …
I will tell you how this EVIL happened = first MARXIST CARNEY THE CORRUPT CRIMINISTER WHO HATES CANADIAN BORN N ONLY SERVES HIS BROUGHT OVER SLAVES$$$$ CARNEY HATES OUR COUNTRY CANADA 🇨🇦 AS HE DESTROYED THE 🇬🇧 N WAS BOOTED OUT TRUDEAU N CARNEY BOTH GOT AWAY WITH RIGGING THE 2020 ELECTION SO THE PLANNED N DID IT AGAIN IN 2025 WITH THERE USUAL HACKERS / HELPERS = 🇨🇳 🇮🇳 ☪️ also they FIRED our REAL canadian born RCMP N POLICE N HIRED THERE OWN AS THEY LANDED n please REMEMBER MARXIST CARNEY 'S RIGHT HAND PARTNERS ARE = WEF CLAUS SHWAB N BILL GATES WHO SEE US AS THERE PREY !!! HOPES THIS HELPS YOU A BIT INVTHE REAL TRUTHS OF TRUDEAU N MARXIST CARNEY N THERE COMPLIENT LIBERAL / DEMOCRAT REGIME PARTY 100% FACTS oh n they bought$$$$ the fake media !!! Our only option = FIGHT FIGHT !!! TO JOIN THE 🇺🇸 NOW!!!!NOT 1 SECOND TO LOOSE 😊
Identity Attack0.28034934
Insult0.48627716
Profanity0.10611444
Threat0.042985857
Severe Toxicity0.024960563
Moderate 0.47119883 Moderate Con 0.411 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? …
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? See why Britain is having a protest today Sept 13 2025 for example. Also every town and city it feels like is getting a tent city. Small towns are becoming unsafe. It's sick.
Identity Attack0.10221587
Insult0.37846634
Profanity0.026454043
Threat0.008764107
Severe Toxicity0.007171631
Moderate 0.36095104 Constructive 0.713 Fear_Threat
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will …
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will be replaced. He has said we have no core identity and are the “first post national state”. These liberals let illegals in knowing they have a fake asylum claim but let them in and give them free housing free food free healthcare free money to the tune of $224 bucks a day. It takes near 4 years to have an asylum claim heard in Canada. So they are paid well over $320,000 bucks. And nobody wants to talk about this but these covid shots sterilizes males and females. But immigrants be it legal or illegals We’re not mandated to take the shots. I just read a piece on substack. I highly recommend you find it and read it. Quote Leaked internal Pfizer documents have revealed a disturbing truth: the vaccine’s greatest impact may not be on the lungs, but on the future of human reproduction. LIONESS OF JUDAH MINISTRY SEP 09, 2025 End Quote Quote: It’s titled Pfizer knew mRNA nanoparticles attack baby boys testes, damaging masculinity and fertility for generations.
Identity Attack0.33060804
Insult0.26957804
Profanity0.04516909
Threat0.009929225
Severe Toxicity0.0126394415
Moderate 0.33504707 Constructive 0.54 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k deportations might represent a comparably active effort for Canada, and 18k might be creditable for a Liberal government. But the effort sounds rather bureaucratic, and focused only on rejected refugee applications. I would want to know how many of these "deportations" are entirely on paper -- "your application has been rejected, please let yourself out at your earliest convenience." They spent roughly $5k per deportee, and that would cover air fare if the deportations were done privately, but adjudication costs money, and governments find many ways to make everything much more expensive. Also, if refugee claims can be judged false or inadequate, where are the efforts to determine whether "students" are really students? By the same token, the world is a dangerous place. I figure all those living in any of the many violent inner-city neighborhoods in the US have reason to fear for their lives. Similar facts are true of many millions around the world, and most of them would be rejected by Canadian immigration because they'd be safe if they simply moved to places they can't afford.
Identity Attack0.015455672
Insult0.022255141
Profanity0.014259194
Threat0.0074565844
Severe Toxicity0.0015640259
Low Tox 0.050078966 Constructive 0.685 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …

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.