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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

Search comment text, filter by category or toxicity level
Clear all | Quick: Toxic (>0.5) Most constructive High toxicity (>0.7) Most liked
Active: "This is absolute lies." 5 comments
Anyone calling Canadians racists is an ABSOLUTE HYPOCRITE. You come here and talk about our culture like that it's racist on it's own. We WERE the MOST welcoming culture to newcomers... NOT ANYMORE THANKS TO …
Anyone calling Canadians racists is an ABSOLUTE HYPOCRITE. You come here and talk about our culture like that it's racist on it's own. We WERE the MOST welcoming culture to newcomers... NOT ANYMORE THANKS TO THE DISRESPECTFUL A-HOLES COMING HERE TO STIR THINGS UP. Never Again will i trust in this MULTICULTURALISM LIE. IT"S A LIE THEY DON'T WANT MULTI THEY WANT THEIR OWN CULTURE. Lying S.o.b.s
Why Canadians Are Turning Against Immigrants. · 26: Cluster #25
Close reading → Discourse → Video sentiment →
Identity Attack0.46028158
Insult0.67254376
Profanity0.22713706
Threat0.010887212
Severe Toxicity0.13073033
Moderate 0.6744087 Moderate Con 0.378 Insult Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Absolutely lies and more lies,sponsored by the liberals,what did you expect.
Absolutely lies and more lies,sponsored by the liberals,what did you expect.
How much do refugees and immigrants get in … · 1: Cluster #1
Close reading → Video sentiment →
Identity Attack0.09162762
Insult0.42167732
Profanity0.019622196
Threat0.008505191
Severe Toxicity0.00793457
Moderate 0.39987978 Low Con 0.118
Oct 10, 2019 1 likes How much do refugees and …
What they keep spinning about imagination and the government is making it look like the public is angry about them coming over and working and living in our countries we aren't angry about them coming …
What they keep spinning about imagination and the government is making it look like the public is angry about them coming over and working and living in our countries we aren't angry about them coming here we are all angry about the ones that are coming to the country undocumented and just walking straight into the country and we haven't got a clue what convictions they all have. The media and the government trying to make us look racist when we are not it's absolutely disgusting. The governments haven't got a clue who's these undocumented and most of them are all men coming in as well. The governments have devastated the west countries they've lost control and the amount that's in they lie the government hasn't a clue where they are and who's come into the country either. And suprise suprise look at all the crime and murders happening nowadays everyone in the government should be stood and trailed for what they have done it's all corrupt everywhere I don't trust anything no more I don't even wanna give my hard earned money to them either. Fuck the government.....
Inside Canada's Indian Invasion... · 11: Cluster #10
Close reading → Discourse → Video sentiment →
Identity Attack0.19495805
Insult0.33964422
Profanity0.098067984
Threat0.010731863
Severe Toxicity0.012054443
Moderate 0.3389984 Constructive 0.601 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
What absolute tripe, there is no division,ZERO, everyone is in agreement Immigration needs to be controlled. This is why people despise and distrust the media, they just flat out lie to your face, they’ll tell …
What absolute tripe, there is no division,ZERO, everyone is in agreement Immigration needs to be controlled. This is why people despise and distrust the media, they just flat out lie to your face, they’ll tell you what your eyes are seeing and your ears are hearing are not real.
Canada's tighter immigration policy divides the country • … · 8: Cluster #7
Close reading → Discourse → Video sentiment →
Identity Attack0.06704199
Insult0.15982662
Profanity0.025087673
Threat0.009256045
Severe Toxicity0.0052261353
Low Tox 0.25462922 Moderate Con 0.386 Policy_Critique
Feb 11, 2026 9 likes Canada's tighter immigration policy divides …
This is absolute lies.
This is absolute lies.
Deportations From Canada at Their Highest Level in … · 1: Cluster #1
Close reading → Discourse → Video sentiment →
Identity Attack0.004162259
Insult0.13064787
Profanity0.045419596
Threat0.007081157
Severe Toxicity0.0035476685
Low Tox 0.24924077 Low Con 0.176 Unverified_Claim
Dec 29, 2025 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.