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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: "I have had enough! I …" 479 comments · Page 5 of 20
tell me why neglect of care we have enough colleges that need credits all a bunch of bull
tell me why neglect of care we have enough colleges that need credits all a bunch of bull
Identity Attack0.022188433
Insult0.40243408
Profanity0.2395431
Threat0.008440462
Severe Toxicity0.01502803
Moderate 0.38434127 Low Con 0.224 Policy_Critique
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
Canadians turning against Indians because they have government preferences, taking over housing and jobs in every type of business. They are changing the face of Canada and forcing us into CanIndia. Canadians do not want …
Canadians turning against Indians because they have government preferences, taking over housing and jobs in every type of business. They are changing the face of Canada and forcing us into CanIndia. Canadians do not want to be forced to live the lifestyle they left behind in India. Enough is enough !!!!!!!!!!!! I am becoming racist at the age of 80 and I do not like having to say that.
Identity Attack0.43896464
Insult0.24928534
Profanity0.02522431
Threat0.010343489
Severe Toxicity0.015931819
Moderate 0.3827457 Constructive 0.587 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
this cannot start soon enough but will not happen under the corrupt liberals and con man carney
this cannot start soon enough but will not happen under the corrupt liberals and con man carney
Identity Attack0.0030794248
Insult0.3573089
Profanity0.00089519203
Threat0.00046059952
Severe Toxicity0.000007888382
Moderate 0.38219544 Call_To_Action
Jun 20, 2025
There is not a single thing wrong with how Trump is getting rid of illegals. The problem lays with the democrat party that are sicking their dogs on to I.C.E. agents and making a spectacle …
There is not a single thing wrong with how Trump is getting rid of illegals. The problem lays with the democrat party that are sicking their dogs on to I.C.E. agents and making a spectacle on purpose. The msm is playing along with the democrats and doing there best to make it all look like it is Trumps fault. You cannot hate the Liberals and Democrats enough. They hate us.
Identity Attack0.3072352
Insult0.37279442
Profanity0.077731855
Threat0.04363242
Severe Toxicity0.015544481
Moderate 0.3811502 Moderate Con 0.41 Fear_Threat
Feb 17, 2026 41 likes LILLEY UNLEASHED: The fall of …
You are not a racist !! The Liberals is killing the camada culture , our young kids can't even get a summer job !! Enough is enough
You are not a racist !! The Liberals is killing the camada culture , our young kids can't even get a summer job !! Enough is enough
Identity Attack0.31015682
Insult0.2817503
Profanity0.052183274
Threat0.08089764
Severe Toxicity0.016254602
Moderate 0.3811502 Moderate Con 0.428
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
this coming unrest is going to be unfavourable to certain people. Who ever is blind enough not to see the build up through the media .. is ignorant and choosing not to see the whats …
this coming unrest is going to be unfavourable to certain people. Who ever is blind enough not to see the build up through the media .. is ignorant and choosing not to see the whats happening. ​ And has no right to act surprised when things fall apart.
Identity Attack0.00984143
Insult0.4339631
Profanity0.057443913
Threat0.00967031
Severe Toxicity0.005264282
Moderate 0.37795907 Low Con 0.289
Nov 25, 2025 Quebec Ends Economic Immigration Program …
They made it so we can't have kids, then the gov subsidizes CORPSorations with our money so that CANADIANS don't get hired. D E P O R T. Enough is enough. I know many LEGAL …
They made it so we can't have kids, then the gov subsidizes CORPSorations with our money so that CANADIANS don't get hired. D E P O R T. Enough is enough. I know many LEGAL immigrants, friends, who get the concept of assimilation and why. I'd NEVER go to another country and expect special treatment or rights. This isn't going to end well.
Identity Attack0.25309357
Insult0.40243408
Profanity0.09868695
Threat0.008505191
Severe Toxicity0.013801457
Moderate 0.37751234 Constructive 0.632 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Not enough. There needs to be a grass roots movement on the streets and in the neighborhoods. Set up a hotline heck even offer a little incentive to report these folks in Brampton that have …
Not enough. There needs to be a grass roots movement on the streets and in the neighborhoods. Set up a hotline heck even offer a little incentive to report these folks in Brampton that have overstayed. And btw I just farted
Identity Attack0.024600167
Insult0.24903896
Profanity0.38413823
Threat0.025616571
Severe Toxicity0.021806452
Moderate 0.37751234 Constructive 0.65 Call_To_Action
Jan 22, 2026 2.9 million Canadian temporary visas …
Definitely not high enough. Also, get rid of the foreign pilots flying our planes while operators fire pilots that were born and raised in Canada. A certain Air Ambulance operation in Sioux Lookout is guilty …
Definitely not high enough. Also, get rid of the foreign pilots flying our planes while operators fire pilots that were born and raised in Canada. A certain Air Ambulance operation in Sioux Lookout is guilty of this nonsense.
Identity Attack0.13591312
Insult0.37960073
Profanity0.032894265
Threat0.061412923
Severe Toxicity0.009384155
Moderate 0.37458646 Moderate Con 0.492 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
they should've deported all these visa student immigrants...over 5million of them and 0 went to school!!! then on top of it people are making the same money from 10 years ago while the cost of …
they should've deported all these visa student immigrants...over 5million of them and 0 went to school!!! then on top of it people are making the same money from 10 years ago while the cost of living goes up and up and up they mock us because we don't want to have children because we simply cannot afford 2-3k childcare while making 3.5k/month after taxes and rent at 3k/month while they come here have a free house, free money, pop out kids like crazy because the government will pay for the extra kids shit...highschool kids cant even get a job these days...the jobs that used to be for kids like tim hortons mcdonalds etc...are literally taken by immigrants as full blown jobs then there's not even enough jobs for the people here and employers are paying less and less and if you don't like it move along there's 100 illegal immigrants on student visas behind you waiting for that job when they should've been out of this country already!! Vancouver full of crackheads on fentanyl...Toronto full of heroin addicts walking around like zombies truck drivers buying cdl's from vending machines... icing on the cake was a crackhead doing heroin on a bench in broad daylight right on king st w. we're talking about a main street not a slow street or a side street where nobody sees shit...its fucking KING AND PETER!! I got so pissed off I tried to confront the dude but he was so out of it he couldn't even function... now we're talking about a crackhead that if he opens his eyes and he's flipping out and sees you as the cookie monster he'll fucking stab you with a needle what if it has hiv? or some other messed up disease? what if its a kid? WHAT IF IT'S YOU? what will it take for people to finally care about the issues in the community?!? crackhead immigrant? deported... cdl's? 10mil government trust fund to either run your own truck or to open a company...this would end all of these bankruptcy runaways whenever shit happens... student WORK visas? revoke them all...if they can't afford to pay for their international studies they have no business being an international student... first you study...get your degree once COMPLETED if you want to come back because you liked Canada apply from OUTSIDE Canada for a visa/pr. we don't need people working 10 years saving up to study living in a condo bedroom like 6 people in there driving up the cost of living for everyone else then fucking off when shit gets tough...
Identity Attack0.28622448
Insult0.344702
Profanity0.09486605
Threat0.032695748
Severe Toxicity0.01825585
Moderate 0.3722269 Constructive 0.628 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
They aren't deporting enough ! Get them out of here !
They aren't deporting enough ! Get them out of here !
Identity Attack0.35948995
Insult0.16758773
Profanity0.035148825
Threat0.058826666
Severe Toxicity0.015802706
Moderate 0.37073207 Low Con 0.189 Call_To_Action
Dec 24, 2025 45 likes Deportations From Canada at Their …
It’s all about the collages and universities keeping the professors and teachers working.. Doesn’t matter what it’s doing to Canadians in the background as long as they stay relevant and get a pay check while …
It’s all about the collages and universities keeping the professors and teachers working.. Doesn’t matter what it’s doing to Canadians in the background as long as they stay relevant and get a pay check while teaching courses that will NOT help students in the real world.. This student immigration is a scam and we all know it, now we need politicians with big enough balls to stop this program and remove everyone that is non compliant and we start taking back our country.
Identity Attack0.07591068
Insult0.25800487
Profanity0.25549942
Threat0.03304107
Severe Toxicity0.01502803
Moderate 0.3666224 Moderate Con 0.455
Oct 1, 2025 1 likes IRCC Names India in Study …
It's bad enough.We got enough here.Let them sneak into your country, brother, l o l
It's bad enough.We got enough here.Let them sneak into your country, brother, l o l
Identity Attack0.32768643
Insult0.15911613
Profanity0.08840031
Threat0.053007595
Severe Toxicity0.017158391
Moderate 0.36456755 Moderate Con 0.339 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme …
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme Muslims moved into their negative behaviour had a major impact on the citizenry. And these countries are no longer tolerating this.
Identity Attack0.46028158
Insult0.16551061
Profanity0.026044132
Threat0.04880493
Severe Toxicity0.015673593
Moderate 0.3625127 Constructive 0.557 Fear_Threat
Dec 25, 2025 2 likes Deportations From Canada at Their …
First it was the Irish immigrants they hated; now we celebrated St Patrick's Day. Then it was the Germans; now we celebrated Oktoberfest. Then the Italians 'invaded' New York; now it's pizza and pasta in …
First it was the Irish immigrants they hated; now we celebrated St Patrick's Day. Then it was the Germans; now we celebrated Oktoberfest. Then the Italians 'invaded' New York; now it's pizza and pasta in Little Italy. Then it was the Chinese; now every city has a Chinatown. Then it was the Japanese who we sent to camps in the 40s; now we drive their cars. Then it was the Vietnamese they hated because they were fleeing war; now we get a $15 haircut from the woman at the mall. Then it was the Mexicans; now we eat the food from the farms they work at. Then it was the Arabs; now we're fighting for their statehood. Then it was the Koreans; now we have their appliances in our kitchens and cell phones in our hands. Now it's the South East Asian's turn at discrimination and the labelling of those "very dirty people." You'll get over it soon enough and become friends with the Pakistani restaurant owner down the street, or you'll move to Woodstock and enjoy your cultural homogeneity, before the next wave of "others" from some new place around the world threatens your sense of 'I was here first' mentality and ownership of being Canadian. FFS!
Identity Attack0.39966375
Insult0.24928534
Profanity0.14225815
Threat0.039602257
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.613 Moral_Argument
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
For those who came here to join us in peace and prosperity and are way of life and respect everything about us(white and natives) thank you. But I'm telling you this now there isn't enough …
For those who came here to join us in peace and prosperity and are way of life and respect everything about us(white and natives) thank you. But I'm telling you this now there isn't enough of you and your go8ng to get caught in the middle of it.
Identity Attack0.3817989
Insult0.24928534
Profanity0.20016506
Threat0.055917133
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.651
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
It is absolutely unacceptable that someone being paid over 300 thousand can't answer questions or follow along a basic conversation. Canadians are very sick and tired of the immigration system, paying for people who should …
It is absolutely unacceptable that someone being paid over 300 thousand can't answer questions or follow along a basic conversation. Canadians are very sick and tired of the immigration system, paying for people who should be deported and all money towards Ukraine!! Enough is enough as us taxpayers are tapped out.
Identity Attack0.28034934
Insult0.34203702
Profanity0.023379711
Threat0.00967031
Severe Toxicity0.009689331
Moderate 0.36095104 Constructive 0.524 Policy_Critique
Feb 26, 2026 250 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I say yes to those who have our values and beliefs. Middle Eastern and most India people have no values, and their beliefs are about self . We have enough selfish Cabadians . We in …
I say yes to those who have our values and beliefs. Middle Eastern and most India people have no values, and their beliefs are about self . We have enough selfish Cabadians . We in Ontario need to join Alberta in joining the USA . I forgot China, and all from Bricks bations unless you pleg allegiance to join with us not against us .
Identity Attack0.3817989
Insult0.3388922
Profanity0.027137227
Threat0.008052089
Severe Toxicity0.010757446
Moderate 0.36095104 Moderate Con 0.462
Sep 2, 2025 Why Canadians Are Turning Against …
Wild how Canada also has a HUGE influx of Russians and Ukrainians but we don't hear about it because they come here; work, pay taxes and live honestly. Meanwhile you import the Middle East and …
Wild how Canada also has a HUGE influx of Russians and Ukrainians but we don't hear about it because they come here; work, pay taxes and live honestly. Meanwhile you import the Middle East and they want to bring the Middle East to Canada. Leave the Sihks and Muslims in the Middle East, they are not civil or educated enough for the Western way of life.
Identity Attack0.44690517
Insult0.21368977
Profanity0.022696527
Threat0.009074804
Severe Toxicity0.014705247
Moderate 0.36095104 Moderate Con 0.411 Comparative_Framing
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
No where near high enough . Deport the criminals and ISIS too
No where near high enough . Deport the criminals and ISIS too
Identity Attack0.28034934
Insult0.2469859
Profanity0.062454045
Threat0.13599728
Severe Toxicity0.017158391
Moderate 0.3561489 Low Con 0.178
Dec 29, 2025 Deportations From Canada at Their …
gipsys invading Canada now 🤣😂 getting enriched enough?
gipsys invading Canada now 🤣😂 getting enriched enough?
Identity Attack0.30256465
Insult0.28586254
Profanity0.15371579
Threat0.012958534
Severe Toxicity0.020127986
Moderate 0.3561489 Low Con 0.137 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada immigrants civilians are tired, had enough of this mass immigration, Canada need MASS DEPORTATION
Canada immigrants civilians are tired, had enough of this mass immigration, Canada need MASS DEPORTATION
Identity Attack0.37655997
Insult0.15414265
Profanity0.021876704
Threat0.09776353
Severe Toxicity0.019224197
Moderate 0.3561489 Low Con 0.27 Fear_Threat
Sep 8, 2025 Why Canadians Are Turning Against …
I hope yall know this invasion has made Canada terrible for the youth, all the youth and even some 20-25-30 yr olds are left jobless by all these Indians taking over all the jobs becoming …
I hope yall know this invasion has made Canada terrible for the youth, all the youth and even some 20-25-30 yr olds are left jobless by all these Indians taking over all the jobs becoming managers somehow then they ONLY hire Indians once they are manager. I’ve been looking consistently for a full time job for around 8 months now. It’s terrible what this invasion has done, just what they did to the job market alone is enough to want to leave.
Identity Attack0.4453683
Insult0.19500497
Profanity0.038154904
Threat0.011327368
Severe Toxicity0.01735206
Moderate 0.35186127 Constructive 0.687 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Not high enough, need continue deporting people. There are lots of Indians with expired Visas and are here illegally
Not high enough, need continue deporting people. There are lots of Indians with expired Visas and are here illegally
Identity Attack0.42615733
Insult0.15485314
Profanity0.054437835
Threat0.030278467
Severe Toxicity0.01735206
Moderate 0.35186127 Low Con 0.293 Call_To_Action
Dec 30, 2025 Deportations From Canada at Their …
Keep them in your country please we get enough problems down here
Keep them in your country please we get enough problems down here
Identity Attack0.36702603
Insult0.13064787
Profanity0.04516909
Threat0.026307223
Severe Toxicity0.019095084
Moderate 0.34757367 Low Con 0.3
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)

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.