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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: "Get them out" 2,660 comments · Page 2 of 107
fuck sickening get home
fuck sickening get home
Identity Attack0.06567776
Insult0.5130944
Profanity0.8690192
Threat0.03649433
Severe Toxicity0.35515398
Toxic 0.9029226 Moderate Con 0.352 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Hey stupid, when will Native Americans get to video of your cracker asses when you guys invaded their land? You a weak racist. Get a real job.
Hey stupid, when will Native Americans get to video of your cracker asses when you guys invaded their land? You a weak racist. Get a real job.
Identity Attack0.5108175
Insult0.8390655
Profanity0.6321197
Threat0.13127698
Severe Toxicity0.457266
Toxic 0.9029226 Low Con 0.148 Identity Attack Insult Identity_Assertion
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
GET EM THE FUCK OUT
GET EM THE FUCK OUT
Identity Attack0.034816213
Insult0.48484445
Profanity0.8949436
Threat0.12382901
Severe Toxicity0.35368225
Toxic 0.9029226 Low Con 0.24 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Who tells you all this bullshit free this free that OK if you’re a refugee, you might get $3000 coming in that’s it. You don’t get free anything so go fuck yourself assholes we need …
Who tells you all this bullshit free this free that OK if you’re a refugee, you might get $3000 coming in that’s it. You don’t get free anything so go fuck yourself assholes we need immigrants and we need them very badly. We don’t need people believing the bullshit just cause the Internet says sojust look at our birth rate. Look at our older people put the two numbers together and see how much we need more people.
Identity Attack0.46028158
Insult0.6675394
Profanity0.8186401
Threat0.13650303
Severe Toxicity0.50703704
Toxic 0.8988238 Moderate Con 0.379 Insult
Aug 31, 2025 Why Canadians Are Turning Against …
Stupid liberal party letting these people in Canada taking away our Canadian culture! We need a strong Leader and get out Islamist Muslims and India immigrants before they fuck up Canada!
Stupid liberal party letting these people in Canada taking away our Canadian culture! We need a strong Leader and get out Islamist Muslims and India immigrants before they fuck up Canada!
Identity Attack0.7778623
Insult0.7762574
Profanity0.6983885
Threat0.07629784
Severe Toxicity0.44860926
Toxic 0.8988238 Low Con 0.203 Identity Attack Insult Fear_Threat
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
Shitty thing is that us real natives us indigenous peoples don’t get a say in this whatevs this is Canada America Bs fuck you all give us our land back and go back to all …
Shitty thing is that us real natives us indigenous peoples don’t get a say in this whatevs this is Canada America Bs fuck you all give us our land back and go back to all you ancestral lands
Identity Attack0.61901736
Insult0.61794597
Profanity0.7796426
Threat0.08703069
Severe Toxicity0.460081
Toxic 0.8988238 Moderate Con 0.306 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Are you sure Indian will leave Canada? Bull shit. When they come here, they paid a lot of money ..they sold out all to come here. They don’t have anything in India. All family rely …
Are you sure Indian will leave Canada? Bull shit. When they come here, they paid a lot of money ..they sold out all to come here. They don’t have anything in India. All family rely on the workers who get the working visa. So they cannot go back to India.
Identity Attack0.13618062
Insult0.25303623
Profanity0.8147593
Threat0.0041770977
Severe Toxicity0.00029806927
Toxic 0.89366525
Apr 17, 2025 1 likes
These hateful dirty untouchables scum murder Christians and Muslims and attack their places of worship and these smelly bastards get away with it because of their hateful hindu fascist government.
These hateful dirty untouchables scum murder Christians and Muslims and attack their places of worship and these smelly bastards get away with it because of their hateful hindu fascist government.
Identity Attack0.7856228
Insult0.7967344
Profanity0.64657205
Threat0.5195707
Severe Toxicity0.50703704
Toxic 0.89241093 Low Con 0.204 Identity Attack Insult Threat Unverified_Claim
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
10:20 your credibility gets fucked with when you advertise such obvious data theft scams
10:20 your credibility gets fucked with when you advertise such obvious data theft scams
Identity Attack0.07012023
Insult0.47630358
Profanity0.7466957
Threat0.035458352
Severe Toxicity0.35368225
Toxic 0.89241093 Low Con 0.236 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Get these dirty asses back to India
Get these dirty asses back to India
Identity Attack0.58354634
Insult0.67735565
Profanity0.7181329
Threat0.06593887
Severe Toxicity0.35368225
Toxic 0.89241093 Low Con 0.196 Identity Attack Insult Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
What a disgusting country! I can't wait to get the F🤬 out this shit hole
What a disgusting country! I can't wait to get the F🤬 out this shit hole
Identity Attack0.5135796
Insult0.6308392
Profanity0.8089582
Threat0.09623027
Severe Toxicity0.35368225
Toxic 0.89241093 Low Con 0.295 Identity Attack Insult Fear_Threat
Nov 21, 2025 Thousands of refugees allowed into …
0:35 exactly y idi Amin gave them 90days to get the fuck out of Uganda in the 70s .., they trade among themselves and used the country’s raw material fuqqing hypocrites
0:35 exactly y idi Amin gave them 90days to get the fuck out of Uganda in the 70s .., they trade among themselves and used the country’s raw material fuqqing hypocrites
Identity Attack0.3817989
Insult0.6370372
Profanity0.759977
Threat0.04524883
Severe Toxicity0.45895407
Toxic 0.88599813 Low Con 0.261 Insult Comparative_Framing
Nov 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro said Africas we are ancient Egyptians son of whore. Get out of our countinent pig 🐖
Bro said Africas we are ancient Egyptians son of whore. Get out of our countinent pig 🐖
Identity Attack0.6649212
Insult0.7497506
Profanity0.759977
Threat0.114629425
Severe Toxicity0.48355904
Toxic 0.88599813 Low Con 0.196 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank f*** this is getting more attention I'm so sick of this crap, Canada has gone to hell
Thank f*** this is getting more attention I'm so sick of this crap, Canada has gone to hell
Identity Attack0.5135796
Insult0.6336687
Profanity0.7092837
Threat0.030623792
Severe Toxicity0.35368225
Toxic 0.8778702 Moderate Con 0.397 Identity Attack Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Good to see whites getting fcuked by indians 😂😂😂😂😂😂
Good to see whites getting fcuked by indians 😂😂😂😂😂😂
Identity Attack0.6649212
Insult0.5130944
Profanity0.7654259
Threat0.34804323
Severe Toxicity0.45895407
Toxic 0.8778702 Low Con 0.188 Identity Attack Insult Identity_Assertion
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
My message get the fuck out
My message get the fuck out
Identity Attack0.017967897
Insult0.40243408
Profanity0.90150756
Threat0.020954676
Severe Toxicity0.26766825
Toxic 0.8778702 Low Con 0.281 Call_To_Action
Feb 24, 2026 Inside Canada's Indian Invasion...
Yeah that shit wont happen here in the US. Get them the fuck out quickly.
Yeah that shit wont happen here in the US. Get them the fuck out quickly.
Identity Attack0.10757765
Insult0.47384647
Profanity0.902047
Threat0.061089642
Severe Toxicity0.23226003
Toxic 0.8696708 Low Con 0.242 Comparative_Framing
Aug 28, 2025 Why Canadians Are Turning Against …
fkn immigrants, get them out of our country fraud, scammers who try calling our Seniors to scam their pensions and anything else they can get their hands on, Get them the fuck out of Canada. …
fkn immigrants, get them out of our country fraud, scammers who try calling our Seniors to scam their pensions and anything else they can get their hands on, Get them the fuck out of Canada. i've gotten 5 phone calls in the last week from scammers in India and other countries who get called out and hang up right away.
Identity Attack0.7063701
Insult0.71551245
Profanity0.7809412
Threat0.44942492
Severe Toxicity0.45895407
Toxic 0.8696708 Moderate Con 0.499 Identity Attack Insult Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
get lost man canda is so much better with out racist american shite
get lost man canda is so much better with out racist american shite
Identity Attack0.6682205
Insult0.71027446
Profanity0.70864636
Threat0.13815513
Severe Toxicity0.44787344
Toxic 0.8696708 Low Con 0.256 Identity Attack Insult Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
These mrbeast mickey mouse shit style videos are getting annoying
These mrbeast mickey mouse shit style videos are getting annoying
Identity Attack0.24293575
Insult0.5678696
Profanity0.7785769
Threat0.020264024
Severe Toxicity0.35368225
Toxic 0.8696708 Low Con 0.22 Insult Meta_Commentary
Feb 14, 2026 1 likes Inside Canada's Indian Invasion...
honestly its not enough, get them home... this is silly
honestly its not enough, get them home... this is silly
Identity Attack0.00040830168
Insult0.79007673
Profanity0.002374782
Threat0.00015310185
Severe Toxicity0.000012313666
Toxic 0.868862 Insult
Jun 25, 2025 1 likes
hey only the fkn stupid get laughed who listen to this bullshit - fact check what you read from these idiots 1. You can enter Canada with "One Click" and no security screening. FALSE. While …
hey only the fkn stupid get laughed who listen to this bullshit - fact check what you read from these idiots 1. You can enter Canada with "One Click" and no security screening. FALSE. While the "One-Touch" digital system exists to speed up paperwork, every asylum seeker must still provide biometrics (fingerprints) and undergo a security/background check against global law enforcement databases upon arrival. 2. Denied claimants keep their health benefits. TRUE (But temporary). Benefits continue as long as the legal process is active. Because Canada allows for appeals and judicial reviews, a person whose claim is initially "denied" by the board is still considered to be "in the process" and keeps coverage until all legal appeals are exhausted. 3. There are 500,000 "lost" people due for deportation. FALSE. This number is a massive inflation. It likely refers to a total estimate of all people in Canada with expired visas (including students and workers). The number of people specifically "wanted" for deportation after a failed refugee claim is estimated to be closer to 30,000–50,000. 4. Refugees get dental and vision care that some Canadians don't. TRUE. The federal IFHP program does cover basic dental and vision for claimants because they aren't eligible for provincial health cards yet. Many Canadians only get these benefits through private insurance or specific low-income programs, though the new Canadian Dental Care Plan is currently closing that gap for seniors and children. 5. 10,000 people "vanish" from the system annually. UNVERIFIED. This was a specific estimate given by a union head during testimony. While the government tracks "abandoned claims," they don't officially classify them all as "vanished," as many are eventually located or leave the country voluntarily.
Identity Attack0.10221587
Insult0.802824
Profanity0.6919765
Threat0.025789235
Severe Toxicity0.35368225
Toxic 0.8629672 Constructive 0.712 Insult Unverified_Claim
Dec 21, 2025 Thousands of refugees allowed into …
Get rid of the f****** government bringing a government that care about your people and f*** them immigrant especially the East Indians
Get rid of the f****** government bringing a government that care about your people and f*** them immigrant especially the East Indians
Identity Attack0.6458014
Insult0.6109131
Profanity0.7673477
Threat0.28031203
Severe Toxicity0.45895407
Toxic 0.8629672 Low Con 0.255 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Typical racist white crap trying to get views
Typical racist white crap trying to get views
Identity Attack0.76079035
Insult0.7218519
Profanity0.64080805
Threat0.04363242
Severe Toxicity0.4379392
Toxic 0.8629672 Low Con 0.159 Identity Attack Insult Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
How are these peices of shit getting away with destroying our country?
How are these peices of shit getting away with destroying our country?
Identity Attack0.19890837
Insult0.6991143
Profanity0.7809412
Threat0.114629425
Severe Toxicity0.34969926
Toxic 0.8629672 Low Con 0.232 Insult Fear_Threat
Nov 21, 2025 Thousands of refugees allowed into …

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.