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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: "The great replacement of whites …" 8 comments
Mans soooo racist that’s there’s levels to it. Subsaharan Africans are some of the most intelligent and successful immigrant groups in the western world but his anti-black racism just blinded him meanwhile he’s a low …
Mans soooo racist that’s there’s levels to it. Subsaharan Africans are some of the most intelligent and successful immigrant groups in the western world but his anti-black racism just blinded him meanwhile he’s a low life white trash too dumb and poor to have left in the great white flight so he just scapegoats the legacy racial group fro racists. What a piece of shit. That’s why your leaders are replacing you fucks because you can’t do shit.
Identity Attack0.6649212
Insult0.7775208
Profanity0.8089582
Threat0.07629784
Severe Toxicity0.48355904
Toxic 0.90451443 Moderate Con 0.369 Identity Attack Insult Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
this is white genocide, the great replacement
this is white genocide, the great replacement
Identity Attack0.5135796
Insult0.2435641
Profanity0.22602804
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.4850187 Low Con 0.203 Identity Attack Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create …
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create labor shortage. Immigrants come to fill the gap. White people cry even more. White people don't go to schools to learn, earn useful degrees in Stem, medical etc. Immigrants come to replace. White people say its "great replacement". LOL See what I'm saying. THAT'S WHY. I HAVE THE ANSWER.
Identity Attack0.49032792
Insult0.26957804
Profanity0.14754629
Threat0.018537397
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.539 Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
The great replacement of whites 😢. Who sold us out ?
The great replacement of whites 😢. Who sold us out ?
Identity Attack0.46028158
Insult0.17858955
Profanity0.10611444
Threat0.023199292
Severe Toxicity0.023076924
Moderate 0.3974717 Moderate Con 0.324 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Flip-flopping immigration issues, whoop-dee-doo in Canada, the new satellite country of/India of North America 🇮🇳. Pretty 🍛 spicy issues coming out of Canada this days. No longer the great white North. The great white replacement …
Flip-flopping immigration issues, whoop-dee-doo in Canada, the new satellite country of/India of North America 🇮🇳. Pretty 🍛 spicy issues coming out of Canada this days. No longer the great white North. The great white replacement Theory in action 🎬. Crazy good.😂
Identity Attack0.3958119
Insult0.26957804
Profanity0.07870171
Threat0.010576514
Severe Toxicity0.015350811
Moderate 0.37751234 Low Con 0.189 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
America this is the only the begining of the great white replacement. Resist while you still can.
America this is the only the begining of the great white replacement. Resist while you still can.
Identity Attack0.38238457
Insult0.086852804
Profanity0.07126612
Threat0.034422375
Severe Toxicity0.01806218
Moderate 0.34757367 Low Con 0.206 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Its called the great replacement happening in all white countries. Look up every provincial pm in canada and youll see them meeting with rabbis. Both political parties as well
Its called the great replacement happening in all white countries. Look up every provincial pm in canada and youll see them meeting with rabbis. Both political parties as well
Identity Attack0.2774022
Insult0.10587067
Profanity0.035399333
Threat0.009048914
Severe Toxicity0.007171631
Low Tox 0.25727063 Moderate Con 0.317 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. etc. they wanna have this whole destabilization of the voting blocks so that the government can literally run wild do whatever they want. It’s funny how the “great replacement“ is said to be “deboned“ online yeah it’s literally happening right in front of our faces and our government leaders across the world are just openly saying it even in America. It’s either massive legal immigration from the left or massive H1B visa immigration from the right they literally tell you right to your face that you are either “too lazy“ or “too stupid“ to do some of these jobs meanwhile, there are millions of smart citizens who are not only ready to work, but can do the jobs that the H1B visa people and the illegal immigrants do way better especially because most of the H1B jobs are literally working at a fucking gas station and anything the illegal immigrants are doing especially jobs in construction and labor. American citizens and Canadian citizens do a way better quality job. Never believe the PSYOP of immigrants being “way better workers“ that’s literally just just a flyable objectively untrue. A wise man once said if someone is willing to cheap out on labor, then they are willing to cheap out on the job.
Identity Attack0.21075934
Insult0.08484049
Profanity0.07611542
Threat0.012492486
Severe Toxicity0.008735657
Low Tox 0.24282593 Constructive 0.644 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...

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.