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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 #}

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Active: "We are being run by …" 369 comments · Page 1 of 15
The guy on the bike should run for office. I agree most black people are dumb as fuck and violent
The guy on the bike should run for office. I agree most black people are dumb as fuck and violent
Identity Attack0.821794
Insult0.78882504
Profanity0.8089582
Threat0.29834318
Severe Toxicity0.45895407
Toxic 0.91625386 Moderate Con 0.358 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Im a nova scotia we are fucked these fuckjn people keep coming taking our jobs taking over canada isnt Canada we are not canada any more we are little India we are fucked tax has …
Im a nova scotia we are fucked these fuckjn people keep coming taking our jobs taking over canada isnt Canada we are not canada any more we are little India we are fucked tax has gone up since they have got here we aren't a free country and more we are not ina flourishing country Canada and nova scotia has gone to hell do not come here our country is fucked it's run by diaper heads
Identity Attack0.6320481
Insult0.6991143
Profanity0.8326356
Threat0.06690872
Severe Toxicity0.50703704
Toxic 0.9061063 Moderate Con 0.392 Identity Attack Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada like Australia weak stupid country run by lefty sellout scumbags
Canada like Australia weak stupid country run by lefty sellout scumbags
Identity Attack0.6007182
Insult0.83943826
Profanity0.43781817
Threat0.00933372
Severe Toxicity0.30192792
Toxic 0.8696708 Low Con 0.148 Identity Attack Insult Identity_Assertion
Feb 11, 2026 Inside Canada's Indian Invasion...
What a foolish country, I think Canada wants stupid people running this country, 🤔
What a foolish country, I think Canada wants stupid people running this country, 🤔
Identity Attack0.46028158
Insult0.83943826
Profanity0.33453682
Threat0.008531082
Severe Toxicity0.13336399
Toxic 0.85850734 Low Con 0.229 Insult Policy_Critique
Dec 7, 2025 2 likes IRCC Names India in Study …
BAN YANKEES FROM CANADA 🇨🇦 GET BACK TO YOUR BANANA REPUBLIC RUN BY THE ORANGE DICTATOR/ CONVICTED SEXUAL PREDATOR AND HIS BRAINWASHED BRAIN DEAD SPINELESS MAGGOT REPUBLICAN CULT MEMBERS 🖕 OFF YANKEE
BAN YANKEES FROM CANADA 🇨🇦 GET BACK TO YOUR BANANA REPUBLIC RUN BY THE ORANGE DICTATOR/ CONVICTED SEXUAL PREDATOR AND HIS BRAINWASHED BRAIN DEAD SPINELESS MAGGOT REPUBLICAN CULT MEMBERS 🖕 OFF YANKEE
Identity Attack0.6458014
Insult0.7827088
Profanity0.4177144
Threat0.27637172
Severe Toxicity0.48355904
Toxic 0.8540474 Low Con 0.136 Identity Attack Insult Call_To_Action
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
This country is being run by idiots and theives
This country is being run by idiots and theives
Identity Attack0.30103904
Insult0.82974654
Profanity0.46460027
Threat0.010990778
Severe Toxicity0.13336399
Toxic 0.85333383 Low Con 0.157 Insult
Nov 21, 2025 Thousands of refugees allowed into …
Quit a few "asylum seekers" are full of shit or are running from the consequences of their own shitty actions.
Quit a few "asylum seekers" are full of shit or are running from the consequences of their own shitty actions.
Identity Attack0.3817989
Insult0.6991143
Profanity0.8117245
Threat0.012181788
Severe Toxicity0.25624833
Toxic 0.85173553 Low Con 0.137 Insult
Jun 19, 2025 2 likes How Canada broke its immigration …
Americans are so egotistical.. they think everyone is dying to get into their shit whole country that’s run by satanic child predators
Americans are so egotistical.. they think everyone is dying to get into their shit whole country that’s run by satanic child predators
Identity Attack0.57150364
Insult0.6675394
Profanity0.6643082
Threat0.13815513
Severe Toxicity0.36435235
Toxic 0.8403191 Low Con 0.161 Identity Attack Insult Comparative_Framing
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Ya it’s complete bullshit… we’re all pissed. Bring in a bunch of third worlders who scam the shit out of people, and get a ton of benefits the citizens don’t even get. And then we’re …
Ya it’s complete bullshit… we’re all pissed. Bring in a bunch of third worlders who scam the shit out of people, and get a ton of benefits the citizens don’t even get. And then we’re labeled racist? I left Canada, never coming back. Pretty soon you’ll have raw sewage running down the center of your streets, then you can be just like India.
Identity Attack0.55044734
Insult0.6308392
Profanity0.776286
Threat0.03235042
Severe Toxicity0.35368225
Toxic 0.8299589 Moderate Con 0.408 Identity Attack Insult
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I d I o t s running Canada.
I d I o t s running Canada.
Identity Attack0.28622448
Insult0.8032227
Profanity0.37993968
Threat0.009048914
Severe Toxicity0.16960317
Toxic 0.82048255 Moderate Con 0.34 Insult Policy_Critique
Dec 29, 2025 Thousands of refugees allowed into …
What the hell is that lady talking about? Brampton was never a friendly place. It was all trailer park white kids running around robbing people. It was full of drugs and homeless white people. The …
What the hell is that lady talking about? Brampton was never a friendly place. It was all trailer park white kids running around robbing people. It was full of drugs and homeless white people. The guy on the bike said it correctly. It was all white trash.
Identity Attack0.71720207
Insult0.65865606
Profanity0.5365423
Threat0.027861187
Severe Toxicity0.3536391
Toxic 0.7998551 Moderate Con 0.439 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
get credit cards and run the shit out of them like the immigrants are doing
get credit cards and run the shit out of them like the immigrants are doing
Identity Attack0.57150364
Insult0.5145894
Profanity0.73341435
Threat0.06270605
Severe Toxicity0.26766825
Toxic 0.78855824 Low Con 0.169 Identity Attack Insult
Sep 8, 2025 Why Canadians Are Turning Against …
What a joke this country is! Being taken advantage of by a shit hole 3rd world country and run by incompetence I know where all these missing F***ers are, Tim Hortons
What a joke this country is! Being taken advantage of by a shit hole 3rd world country and run by incompetence I know where all these missing F***ers are, Tim Hortons
Identity Attack0.4482637
Insult0.6798578
Profanity0.70384485
Threat0.018882722
Severe Toxicity0.35166132
Toxic 0.78855824 Low Con 0.296 Insult
Oct 7, 2025 IRCC Names India in Study …
That guy is based as fuck! Bring him back to USA and let him run Minnesota 😂😂
That guy is based as fuck! Bring him back to USA and let him run Minnesota 😂😂
Identity Attack0.14233272
Insult0.5239335
Profanity0.70864636
Threat0.050098058
Severe Toxicity0.33047765
Toxic 0.78711975 Low Con 0.289 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The most selfish, ignorant, loud, disrespectful people ever! Never stop using their phones, never keep their voices down, only hire their own, destroy most businesses they "run" - literally every store never has a "hello …
The most selfish, ignorant, loud, disrespectful people ever! Never stop using their phones, never keep their voices down, only hire their own, destroy most businesses they "run" - literally every store never has a "hello how are you" just nothing. It's getting real fucking annoying
Identity Attack0.10221587
Insult0.67254376
Profanity0.6643082
Threat0.042662576
Severe Toxicity0.26195827
Toxic 0.78711975 Moderate Con 0.433 Insult
Jan 27, 2026 420 likes Inside Canada's Indian Invasion...
The problem with Canada is the shit type people they have running it. Not one of them are fit for the job. And they have been bringing in immigrants in larger numbers to reassure there …
The problem with Canada is the shit type people they have running it. Not one of them are fit for the job. And they have been bringing in immigrants in larger numbers to reassure there votes. Why wouldn't they vote the party in, that brought them in. Over half my pay is tax. How the fuck is that right?
Identity Attack0.39461556
Insult0.58196646
Profanity0.78491896
Threat0.011767523
Severe Toxicity0.23226346
Toxic 0.7856813 Constructive 0.539 Insult Policy_Critique
Sep 10, 2025 Why Canadians Are Turning Against …
No one wants them here. They should get the fuck out. We are almost at our tipping point. They're safe until the Canadian Politeness runs out and we're fucking horrible to deal with when we …
No one wants them here. They should get the fuck out. We are almost at our tipping point. They're safe until the Canadian Politeness runs out and we're fucking horrible to deal with when we reach that point.
Identity Attack0.2808415
Insult0.47273466
Profanity0.7796426
Threat0.040638234
Severe Toxicity0.20984669
Toxic 0.7570315 Moderate Con 0.349 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Plz save my country Tyler, there are so many suicidal empathy libtards here letting in the 3rd world and destroying our culture while having a 2 tier justice system for brown and Muslim ppl. Canada …
Plz save my country Tyler, there are so many suicidal empathy libtards here letting in the 3rd world and destroying our culture while having a 2 tier justice system for brown and Muslim ppl. Canada is completely fucked and run by demons.
Identity Attack0.6458014
Insult0.65129566
Profanity0.6001929
Threat0.11922921
Severe Toxicity0.34938923
Toxic 0.75208336 Moderate Con 0.348 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
INDIA = POO...and they can't stand even their own poo..that's why they run from India to make new POO to others....I don't know how that goes..I didn't say it it's that caucasoid ......5:47 😂how we …
INDIA = POO...and they can't stand even their own poo..that's why they run from India to make new POO to others....I don't know how that goes..I didn't say it it's that caucasoid ......5:47 😂how we in Africa we have down syndrome according to this caucasoid....mmmmmm ..hh whatever...he said all Africa are just terrible people mmmmm
Identity Attack0.6649212
Insult0.5935568
Profanity0.41194582
Threat0.05430072
Severe Toxicity0.45510182
Toxic 0.75208336 Moderate Con 0.325 Identity Attack Insult Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Tyler you’re a selfish prick for creating racist videos on Indians, Jews and Black. You need to stop creating videos that promotes hatred, discrimination against other racialized person in Canada. There are not only Indians …
Tyler you’re a selfish prick for creating racist videos on Indians, Jews and Black. You need to stop creating videos that promotes hatred, discrimination against other racialized person in Canada. There are not only Indians that migrated, countless other people from Middle Eastern, Africa, and Asia who settled in this country. You need to STOP creating and posting racist videos. You can gain subscribers in many other ways, uneducated, beaver hideous looking person. The food ya’ll eat or other goods that the country run on IS because of these truck drivers who sit hours and hours to go to America to make a living. Shame on you. You need some knowledge, please educate yourself before running around like an idiot to interview people in the intention of making $$ off YouTube and gaining subscribers to feed your filthy looking arse. Low life prick.
Identity Attack0.46614665
Insult0.72756535
Profanity0.4170448
Threat0.05397744
Severe Toxicity0.35368225
Toxic 0.7510937 Moderate Con 0.372 Insult
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
It's true - they buy the franchises for a song - employ their own - push out other hard working immigrants - run the quality of the products into the ground - and then call …
It's true - they buy the franchises for a song - employ their own - push out other hard working immigrants - run the quality of the products into the ground - and then call us racists when the business goes to shit. I'd rather have four million Philippines and south American refugees - than a bunch of entitled Khalistanis, Muslims and jihadists. Any fucking day! We actually don't go thru drive thru anymore - we go inside and see who is working before we order anything. Absolutely sick of shitty food and bad service.
Identity Attack0.55044734
Insult0.6306599
Profanity0.70864636
Threat0.053330876
Severe Toxicity0.35368225
Toxic 0.74954444 Constructive 0.528 Identity Attack Insult Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
WoW educated and still stupid,just don't care about where tax dollars go,never run out ,a steady stream of funds,who cares when it's never ending,these people need be fired now!
WoW educated and still stupid,just don't care about where tax dollars go,never run out ,a steady stream of funds,who cares when it's never ending,these people need be fired now!
Identity Attack0.026007013
Insult0.7418356
Profanity0.2882351
Threat0.12382901
Severe Toxicity0.023076924
Toxic 0.73663366 Low Con 0.201 Insult
Sep 29, 2025 1 likes IRCC Names India in Study …
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim …
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim Hortons and Walmart? Fuck you Trudeau. He only became prime minister bcs of his father’s good reputation, and bcs women were mesmerized by his good looks. I’m a CANADIAN CITIZEN and I can’t find no work in this damn country. Trump should prob come here and fix things. Everyone should have an equal chance of getting a job. Diversity and inclusion is important. I don’t expect immigrants to assimilate to Canadian culture but have some respect. Don’t be acting like you run things bcs NOBODY RUNS THINGS. I get that some immigrants come here and work hard to own a Canadian/american franchise or to become a manager, but don’t be hiring your ethnic group alone. The workplace should display a representation of various groups of people. If you can’t simply do that then please ONLY stick to only owning whatever food restaurants that serves food from whatever country you came from.
Identity Attack0.19693321
Insult0.5588244
Profanity0.70864636
Threat0.05914995
Severe Toxicity0.3498543
Toxic 0.73663366 Constructive 0.626 Insult
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning …
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning & replacing woke Judges, & Republicans in state/Fed. Govt.. with true Patriots. We've been so heavily undermined from China & Dems/Communists.. That they were 80-90% completed with seizing 🇺🇸 too. Along with the mass invasion (to fraudulently boost Census #'s/House seats/Electoral College votes/new voters).. They're also trying to break America's back financially. With massive welfare, abuse, fraud, corruption & debt. (HENCE why the Left loves/defends fraud). And 80% of (R's) in Congress are weak, soft, bought & cucked. They dont even fight back. They're ALLOWING the collapse & Commie takeover. We need to support based candidates AND run for local/state/federal office, apply at agencies, start nonprofits & political groups. And organize MASSIVE protests to get more action/accountability from Trump/DOJ/Congress etc. The Left is willing TO DIE for their twisted beliefs... We MUST be willing to risk EVEN HALF as much to save this nation. Even half of what our Forefathers did in 1776, CW, WW2. Its now or never boys. Deus Vult 🇺🇲🇺🇲🇺🇲
Identity Attack0.55044734
Insult0.69164425
Profanity0.50818664
Threat0.13245705
Severe Toxicity0.35166132
Toxic 0.73663366 Constructive 0.56 Identity Attack Insult Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
More USA owned Toronto Sun propaganda and deplorable advice to Canada while the USA is morally bankrupt and run by a clown who's making fools out of everyone!! Pathetic!!
More USA owned Toronto Sun propaganda and deplorable advice to Canada while the USA is morally bankrupt and run by a clown who's making fools out of everyone!! Pathetic!!
Identity Attack0.109318495
Insult0.755201
Profanity0.1308005
Threat0.00899713
Severe Toxicity0.023076924
Toxic 0.73663366 Low Con 0.153 Insult Comparative_Framing
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.