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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

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Active: "I have no horse in …" 13 comments
your content is just bottom of the barrel racially charged horse shit now… dig deeper, don’t just travel country to country licking the shit stains of the loudest, most ignorant nationalists you can find
your content is just bottom of the barrel racially charged horse shit now… dig deeper, don’t just travel country to country licking the shit stains of the loudest, most ignorant nationalists you can find
Identity Attack0.50588524
Insult0.7344449
Profanity0.78491896
Threat0.044278983
Severe Toxicity0.45895407
Toxic 0.8988238 Low Con 0.123 Identity Attack Insult Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Modern day TROJAN HORSE. BS their way in ... be your friend until they win you over. then f you over. . My girl friend lived in Brantford. A Shiite hole.
Modern day TROJAN HORSE. BS their way in ... be your friend until they win you over. then f you over. . My girl friend lived in Brantford. A Shiite hole.
Identity Attack0.4911651
Insult0.47384647
Profanity0.46460027
Threat0.05397744
Severe Toxicity0.16960317
Moderate 0.52272606 Moderate Con 0.495
Nov 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
While I agree with this..as an Indian. One thing Canada should be aware of is they are importing real garbage from across the world the worst kind.. your focus is in the wrong place.. you …
While I agree with this..as an Indian. One thing Canada should be aware of is they are importing real garbage from across the world the worst kind.. your focus is in the wrong place.. you have imported a Trojan horse while you are discussing these things.. your future generations are going to regret your actions vis a vi immigration
Identity Attack0.37953663
Insult0.47273466
Profanity0.085167445
Threat0.007249452
Severe Toxicity0.017093835
Moderate 0.44039994 Constructive 0.527
Oct 1, 2025 3 likes IRCC Names India in Study …
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much …
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much more pushy with their religions. I have no respect for that. So there might be a lot of them, but they don't ruin it as per say. As long as they don't shit on the beach and use garbage cans and not sidewalks. I won't go to india an impose my belief or way of living. And i don't think they do that in canada either. But others do it. Sadly, by association of the religion, some will see them as the same people. Anyways we're in 2026, religions are stone age laws to scare people. Now we have actual laws that are based on being a decent person, not the winner or the best, or the only right way. No need for some boogeyman in the sky to scare you, 10 years in prison should be enough to make you behave like a decent human. Even 1 month is enough for me to not be some idiot. We had horses, now we have cars. We had gods, now we have laws. Simple evolution and progress. Well some countries didn't get that update apparently. And noooo, if i say one bad word about an ideology, not a race (yaaawn, human race, all the same) i will be hunted down. That should tell you everything about the situation. You don't like my ideas? Ok, you do you. I don't like your ideas? Throw me off a roof? I'm sorry what? Should all be banned worldwide. Believe what you want, don't impose your ignorance on others. Especially not with force or threats.
Identity Attack0.3817989
Insult0.36798462
Profanity0.4193644
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.654 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like …
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like curry. Nothing resembles like old Canada. Turbans and beards in every corner. Hijab is the new fashion. English is a thing of the past. This is done because liberal party of Canada needed voters and they opened the flood gates. Here's an example of how bad things are in Canada. Google town of "WAWA" in Ontario Canada. This is an old mining town and it is pretty much dead. Now, look up the Indian population in this one horse town. Now, see what kind of invasion has happened and imagine that situation in a major city. Canada is ruined and funeral services will follow.
Identity Attack0.4006267
Insult0.26957804
Profanity0.049427703
Threat0.009204263
Severe Toxicity0.017416617
Moderate 0.3625127 Constructive 0.562 Identity_Assertion
Feb 13, 2026 Canada's tighter immigration policy divides …
Trudeau has ruined Canada….he cannot stop bringing in immigrants and refugees that are costing tax payers billions of dollars. How early it is to spend …blow the tax payers money . Where are we now …
Trudeau has ruined Canada….he cannot stop bringing in immigrants and refugees that are costing tax payers billions of dollars. How early it is to spend …blow the tax payers money . Where are we now ? Canadians are sleeping in tents, Canadians are taxed into poverty to pay for all the freebies and hand outs and easy money. The demand on housing has made buying a home impossible in Canada and rents are skyrocketing along with the cost of food! Millions of Canadians no longer have a family Doctor….waiting lists are tremendous…people are not getting the healthcare like in the past. What is the solution to the problem?…the Trudeau government say we need to bring in millions more people to build homes……WHAT? Really? Would you buy 1000 horses or cows without a barn ? NO! Why not put the millions of people you already brought into this country to work building houses instead of working at Walmart or fast food joints or delivering trucks. Low income jobs to keep the companies here happy with cheap labour so they can made big profits instead of paying Canadians a living wage! It is all about moneymaking, greed, and votes, to hell with the taxpayers of Canada!
Identity Attack0.18158256
Insult0.24928534
Profanity0.023652986
Threat0.011638066
Severe Toxicity0.010147095
Moderate 0.30319387 Moderate Con 0.49
Aug 23, 2023 2 likes How much do refugees and …
It's 2019 - why is CBC so silent on this topic? Haven't seen any stories in the last 6 months. Anything to do with the millions in support Trudeau gave the broadcast sector? Corruption all …
It's 2019 - why is CBC so silent on this topic? Haven't seen any stories in the last 6 months. Anything to do with the millions in support Trudeau gave the broadcast sector? Corruption all around! Get off your virtue horse CBC....
Identity Attack0.006881601
Insult0.24767025
Profanity0.022149978
Threat0.007598988
Severe Toxicity0.0032615662
Low Tox 0.25462922 Low Con 0.289
Feb 8, 2019 How much do refugees and …
It’s a Trojan horse folks! And this place failed ME at math.
It’s a Trojan horse folks! And this place failed ME at math.
Identity Attack0.014752249
Insult0.11172232
Profanity0.06395709
Threat0.007327127
Severe Toxicity0.0048828125
Low Tox 0.22177623 Low Con 0.267 Fear_Threat
Sep 27, 2025 1 likes Why Canadians Are Turning Against …
Trudumb's Plandemic may have deterred young people from having kids. Mine included. Get out the horses. Teach them a lesson. Cheers
Trudumb's Plandemic may have deterred young people from having kids. Mine included. Get out the horses. Teach them a lesson. Cheers
Identity Attack0.007732552
Insult0.075868964
Profanity0.016411226
Threat0.008285114
Severe Toxicity0.00289917
Low Tox 0.15213956 Moderate Con 0.425
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
8:56 Hanuman (aka sun wukong when he or his descendant was brought to heel later by the Buddha) Is a representation of the Dravidian inhabitants gods pantheon pre arrival of the civilizing ones (their words …
8:56 Hanuman (aka sun wukong when he or his descendant was brought to heel later by the Buddha) Is a representation of the Dravidian inhabitants gods pantheon pre arrival of the civilizing ones (their words not mine) the biker horse lords who came and brought the Sanskrit language and all it’s layered sound vibrational pattern and it’s related pantheon to the sub continent This is why he bowed down to Rama wisdom and power
Identity Attack0.10221587
Insult0.056719027
Profanity0.038906425
Threat0.01086132
Severe Toxicity0.0074386597
Low Tox 0.123468354 Moderate Con 0.401
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
A paid for by you (tax payers thx govt) Trojan horse’d in the continuation of The Crusades.
A paid for by you (tax payers thx govt) Trojan horse’d in the continuation of The Crusades.
Identity Attack0.007214582
Insult0.039737478
Profanity0.018392462
Threat0.008531082
Severe Toxicity0.0028038025
Low Tox 0.10653123 Low Con 0.1 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
closing the barn door after the horse has bolted
closing the barn door after the horse has bolted
Identity Attack0.0049577127
Insult0.017012933
Profanity0.028640235
Threat0.025616571
Severe Toxicity0.0040626526
Low Tox 0.09741997 Low Con 0.22 Policy_Critique
Jan 19, 2026 42 likes Why Canada’s immigration system has …
Who cares? There's not enough Clydesdale horses in the world that could pull me over the border.🇨🇦 🖕Donnie
Who cares? There's not enough Clydesdale horses in the world that could pull me over the border.🇨🇦 🖕Donnie
Identity Attack0.000098772616
Insult0.00027792813
Profanity0.00003744795
Threat0.00013025607
Severe Toxicity0.0000027030273
Low Tox 0.0009716136 Humor_Satire
Dec 10, 2025

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.