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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "why is there a statue …" 120 comments · Page 2 of 5
Where are they? Everywhere. Nasty people they are trying to build this country like their country. Big statues big noisy gatherings so loud in public no following road rules or any policies. Just most of …
Where are they? Everywhere. Nasty people they are trying to build this country like their country. Big statues big noisy gatherings so loud in public no following road rules or any policies. Just most of them are garbage. There are good ones too who adopt to this country and follow things
Identity Attack0.14233272
Insult0.6306599
Profanity0.22592722
Threat0.008505191
Severe Toxicity0.022064678
Moderate 0.5716857 Moderate Con 0.321 Insult Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
Sikhs are awesome people very friendly and hardworking it’s the Hindus who are dirty and cause trouble and have a 50ft monkey god statue for no reason
Sikhs are awesome people very friendly and hardworking it’s the Hindus who are dirty and cause trouble and have a 50ft monkey god statue for no reason
Identity Attack0.56445944
Insult0.5130944
Profanity0.32299677
Threat0.029933142
Severe Toxicity0.16960317
Moderate 0.55739564 Moderate Con 0.462 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Look at the statue, what the hell they are claiming the land as their own, by bringing that monkey statue their, you know how that works
Look at the statue, what the hell they are claiming the land as their own, by bringing that monkey statue their, you know how that works
Identity Attack0.11280017
Insult0.48569724
Profanity0.44890457
Threat0.01254427
Severe Toxicity0.028730227
Moderate 0.5559701 Low Con 0.183 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Just ask us Canadians how we feel about thousands of Muslims praying in our streets and parks when they have hundreds of mosques...or how about putting up sixty foot statues of your Hindu Gods in …
Just ask us Canadians how we feel about thousands of Muslims praying in our streets and parks when they have hundreds of mosques...or how about putting up sixty foot statues of your Hindu Gods in our Christian Country...the Federal Govt is openly betraying the People..PM Carny just stating Muslim Values are Canadian Values...NO THEY ARE NOT, we were built on the Europea Christian dysprosium get over it , you come here...when in Rome act like a Roman don't shit on our beaches, throw trash on the side of the road, and quit trying to scam every rule and regulation..and most of all keep telling Canadians to die and burn our Flag, the backlash is coming, you have been warned
Identity Attack0.55044734
Insult0.5130944
Profanity0.4033339
Threat0.058503386
Severe Toxicity0.16960317
Moderate 0.54325575 Moderate Con 0.379 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
3:59 I would want to know who paid for those statues. I bet it was the city from your money guys. Just a guess. Also I dont think that Indians are bad people, that we …
3:59 I would want to know who paid for those statues. I bet it was the city from your money guys. Just a guess. Also I dont think that Indians are bad people, that we cant live with each other I respect them. What I dont respect is mass African migration like un EU, that is crazy stuff. I would rather live in a acity with 100000 Indians than 10000 Africans because they are a fk ticking bomb, you never know if they stab someone or rap*. Indians are working, Africans cant do anything other than crimes IDK how some people still dont see this, just look at any country that took them, its same everywhere. I live in Czech Republic and we have like 10% of Vietnamese people and you dont even know they are here, all of them work, they are very polite and fit into our society very well...
Identity Attack0.5498214
Insult0.46173862
Profanity0.43669638
Threat0.3203622
Severe Toxicity0.23224458
Moderate 0.53579444 Constructive 0.713 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
That giant ugly statue of a pagan god in my country makes me physically ill 😒
That giant ugly statue of a pagan god in my country makes me physically ill 😒
Identity Attack0.40255263
Insult0.4196762
Profanity0.33453682
Threat0.05171447
Severe Toxicity0.05473421
Moderate 0.53579444 Moderate Con 0.302 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
That monkey statue is so ugly and out of place 🤮
That monkey statue is so ugly and out of place 🤮
Identity Attack0.053399716
Insult0.49151286
Profanity0.29209393
Threat0.011275585
Severe Toxicity0.02378681
Moderate 0.52139956 Low Con 0.204 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Why tf would the municipal government allow those ugly statues of false gods?
Why tf would the municipal government allow those ugly statues of false gods?
Identity Attack0.26833034
Insult0.4302003
Profanity0.47191826
Threat0.011560392
Severe Toxicity0.027833538
Moderate 0.52139956 Low Con 0.197 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
No big ridiculous disgusting statue's and don't use our benefits that our hard working Canadians put into. Our children won't even have social security by the time they are old.
No big ridiculous disgusting statue's and don't use our benefits that our hard working Canadians put into. Our children won't even have social security by the time they are old.
Identity Attack0.10293542
Insult0.5678696
Profanity0.13608865
Threat0.009023022
Severe Toxicity0.01806218
Moderate 0.51980776 Moderate Con 0.399 Insult
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Boston's black lifes statues beats this............Ours should be x-rated leave it to the blacks.....
Boston's black lifes statues beats this............Ours should be x-rated leave it to the blacks.....
Identity Attack0.6007182
Insult0.37846634
Profanity0.1554785
Threat0.036839653
Severe Toxicity0.023880709
Moderate 0.5140397 Low Con 0.2 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
9:06 when you're so cucked as a nation you pretend like you don't have a culture worth defending, preserving, or being proud of... Now u got these weird statues in parking lots lol
9:06 when you're so cucked as a nation you pretend like you don't have a culture worth defending, preserving, or being proud of... Now u got these weird statues in parking lots lol
Identity Attack0.23770751
Insult0.4339631
Profanity0.35346076
Threat0.015256803
Severe Toxicity0.044870634
Moderate 0.509388 Low Con 0.157 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
They legit put up statues of Shiva and shit in Brapton? Looks like natural assimilation into the culture to me, I dunno what you're on about brother. Kumar is as Canadian as the rest of …
They legit put up statues of Shiva and shit in Brapton? Looks like natural assimilation into the culture to me, I dunno what you're on about brother. Kumar is as Canadian as the rest of us, eh?
Identity Attack0.28034934
Insult0.40243408
Profanity0.5365423
Threat0.010058682
Severe Toxicity0.02444411
Moderate 0.50759226 Constructive 0.506 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
13:25 OMG WTFFF! Bro I LITERALLY live 7 min walk from there, I went to the school literally behind you 😭 went to that temple with school and my ret. friend SPAT on one of …
13:25 OMG WTFFF! Bro I LITERALLY live 7 min walk from there, I went to the school literally behind you 😭 went to that temple with school and my ret. friend SPAT on one of the statues 💀 Crazy that you were in my neighbourhood Hahahah (I’m turkish not indian), I could have given you some more insight Hahaha
Identity Attack0.22935481
Insult0.2817503
Profanity0.39409557
Threat0.04098356
Severe Toxicity0.16960317
Moderate 0.50759226 Constructive 0.615 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The statue is wierd but I bet it has a cool ass story behind it. The Temple looks cool,, relatively speaking. Id break bread with these people.
The statue is wierd but I bet it has a cool ass story behind it. The Temple looks cool,, relatively speaking. Id break bread with these people.
Identity Attack0.052944973
Insult0.24928534
Profanity0.5013569
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.50503236 Moderate Con 0.443 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I hate there ugly statues
I hate there ugly statues
Identity Attack0.23163283
Insult0.36537176
Profanity0.35597226
Threat0.014220826
Severe Toxicity0.023076924
Moderate 0.48021027 Moderate Con 0.338 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Knock down that ugly statue its hideous looking
Knock down that ugly statue its hideous looking
Identity Attack0.04564415
Insult0.40975618
Profanity0.2761231
Threat0.2836219
Severe Toxicity0.02425631
Moderate 0.47886392 Low Con 0.23 Meta_Commentary
Sep 10, 2025 Why Canadians Are Turning Against …
They are all satanist. That statue needs to come down.
They are all satanist. That statue needs to come down.
Identity Attack0.21075934
Insult0.47357693
Profanity0.26641908
Threat0.06561559
Severe Toxicity0.023076924
Moderate 0.47473195 Low Con 0.164 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Lmao that monkey man looking statue and blueman
Lmao that monkey man looking statue and blueman
Identity Attack0.09245483
Insult0.4710501
Profanity0.33453682
Threat0.011638066
Severe Toxicity0.023645958
Moderate 0.47119883 Low Con 0.274 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
sorry canada, they even brought their monkey-looking statue.
sorry canada, they even brought their monkey-looking statue.
Identity Attack0.32768643
Insult0.489133
Profanity0.10611444
Threat0.007353018
Severe Toxicity0.016190045
Moderate 0.45921504 Low Con 0.229 Identity_Assertion
Sep 20, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
When white people were brutally converting indians into christian and built huge numbers of churches in india then no one said a single word but when a single statue of Hindu god was built there …
When white people were brutally converting indians into christian and built huge numbers of churches in india then no one said a single word but when a single statue of Hindu god was built there then why is this outrage. Even hypocrisy has a limit.
Identity Attack0.48915586
Insult0.42881694
Profanity0.08904689
Threat0.019746035
Severe Toxicity0.020127986
Moderate 0.45757914 Moderate Con 0.349 Comparative_Framing
Feb 14, 2026 110 likes Inside Canada's Indian Invasion...
indians can be tolerated but why do they build such statues of naked dudes?
indians can be tolerated but why do they build such statues of naked dudes?
Identity Attack0.46028158
Insult0.336253
Profanity0.25001678
Threat0.022335978
Severe Toxicity0.023076924
Moderate 0.44039994 Low Con 0.203 Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Dear Texans, do something about the scamming invaders now before you become even worse than it is up here. I saw the gigantic demonic gorilla statue they erected in Texas, remove them now before they …
Dear Texans, do something about the scamming invaders now before you become even worse than it is up here. I saw the gigantic demonic gorilla statue they erected in Texas, remove them now before they start using your streets as a toilet
Identity Attack0.2783691
Insult0.46476576
Profanity0.16589902
Threat0.10542984
Severe Toxicity0.023076924
Moderate 0.4402136 Moderate Con 0.325 Fear_Threat
Feb 12, 2026 2 likes Inside Canada's Indian Invasion...
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD …
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD TO (Go back where you came from) AS I AM FBA FAMILY BEEN IN AMERICA SINCE THE 1720'S! HOW ABOUT Y'ALL FAMILIES?!?!? Many whites didn't come to America until they saw the BLACK STATUE OF LIBERTY IN THE LATE 1900's (that's how many Europeans got their citizenship) Lastly, these countries like the US, Canada, and the EU fucks around all in these countries business, overthrow their leaders, destabilizes those countries and then WONDER WHY THERE'S SO MANY IMMIGRANTS COMING! LIKE COME ON AND GET A CLUE, STOP MESSING AROUND WITH THEIR POLITICS AND MAYBE THEY'LL STAY IN THEIR HOME COUNTRIES
Identity Attack0.44690517
Insult0.41530323
Profanity0.18663849
Threat0.018710058
Severe Toxicity0.023599008
Moderate 0.4402136 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Their god statue is whiter than any indian lmao
Their god statue is whiter than any indian lmao
Identity Attack0.48949075
Insult0.2469859
Profanity0.22542313
Threat0.011974656
Severe Toxicity0.023458159
Moderate 0.4269174 Low Con 0.219 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Their statues are so ugly and one in BC as well. The proportions are all wrong. Please hire a true artist 😂
Their statues are so ugly and one in BC as well. The proportions are all wrong. Please hire a true artist 😂
Identity Attack0.02721288
Insult0.44464502
Profanity0.09260304
Threat0.008349842
Severe Toxicity0.010986328
Moderate 0.42129645 Moderate Con 0.354 Humor_Satire
Mar 3, 2026 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.