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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: "Get them out of here. …" 2,660 comments · Page 46 of 107
Nah you shoulda blurred bike guy he's going to get arrested in that Communist state
Nah you shoulda blurred bike guy he's going to get arrested in that Communist state
Identity Attack0.11163961
Insult0.11616662
Profanity0.09034003
Threat0.13815513
Severe Toxicity0.013672344
Moderate 0.30514878 Low Con 0.216 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
if only there was some magical way that we could get them to go to war with the somalians in MN
if only there was some magical way that we could get them to go to war with the somalians in MN
Identity Attack0.27510223
Insult0.039737478
Profanity0.058946952
Threat0.34804323
Severe Toxicity0.017997624
Moderate 0.30514878 Low Con 0.17 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Not just brown town in Brampton it’s all over. Worst thing man is they are training ppl in Punjab at the local stores. Train ppl in English or French it’s Canada. I find it ignorant …
Not just brown town in Brampton it’s all over. Worst thing man is they are training ppl in Punjab at the local stores. Train ppl in English or French it’s Canada. I find it ignorant to train ppl in a language that Canadians don’t use. I go into Tim Hortons in a small town and they barely know English. Ask for cream get sugar everytime man. the culture sometimes is rude and short with ppl. Too many apartments and rentals are putting student immigrants first instead of Canada students. The driving is unreal saw immigrants driving in the middle of the road!! Like wtf. It’s out of control.
Identity Attack0.18705739
Insult0.27763805
Profanity0.04667213
Threat0.007883795
Severe Toxicity0.007019043
Moderate 0.30502358 Constructive 0.661 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadians can thank that spineless Trudeau for the mess that has been created. It's going to get worse until they start cleaning up...how many Khalistanis are hiding in Canada?
Canadians can thank that spineless Trudeau for the mess that has been created. It's going to get worse until they start cleaning up...how many Khalistanis are hiding in Canada?
Identity Attack0.25140062
Insult0.24928534
Profanity0.020646973
Threat0.011405042
Severe Toxicity0.008583069
Moderate 0.30502358 Low Con 0.278
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Get the LiEberals out
Get the LiEberals out
Identity Attack0.28034934
Insult0.113185234
Profanity0.068967216
Threat0.12689553
Severe Toxicity0.011444092
Moderate 0.30502358 Low Con 0.225 Call_To_Action
Jan 5, 2026 Migrants cross into Canada near …
I agree. Canadians are not getting jobs. All Canadians of every color. The govt is responsible for this epidemic. Cdn born students cannot get a job at any fast food joints. They are occupied by …
I agree. Canadians are not getting jobs. All Canadians of every color. The govt is responsible for this epidemic. Cdn born students cannot get a job at any fast food joints. They are occupied by fake students . Chalo, fresco, no frills, real cdn superstore , Costco, Amazon etc are only hiring Sikh punjabis. This is called discrimination against the Cdn citizens of ever colour. Our standard of living is down. Send these so-called student back. Not forgetting the refugees who are collecting free housing, free money for clothing shelter. We did not vote for these million of refugees to come to our country with all their hate for Canadians and our way of life. Close the borders. Especially Roxham in Quebec. Criminals, terrorist are entering Canada without being vetted. Home owners should have the right to defend themselves against home invasion.
Identity Attack0.31307843
Insult0.20201176
Profanity0.027273865
Threat0.010265815
Severe Toxicity0.01159668
Moderate 0.30502358 Constructive 0.679 Unverified_Claim
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city …
As an indian living in canada im going to say this punjabis are not living in brampton because it feels like home most of them come to canada to flex and probably because the city is swamped with their people so they don’t have to communicate in english, i cant even count the number of times these people have talked to me punjabi while i tell them i don’t speak punjabi and they start getting offended ask me why i dont , like bro I’m from a different part of india , why don’t you speak my mother tongue or english to begin with , also the flexing culture they have is crazy , all i want to say is if you don’t know how to communicate in a language and still move to that country and complain you don’t have enough opportunities in your country you might be at fault not your country nor the new one that you moved into,most of them don’t even have papers , want a separate country for themselves, lack the skills and yet they are living like this, blame the government who let this happen not the rest of us.
Identity Attack0.30256465
Insult0.17486192
Profanity0.12286829
Threat0.016120117
Severe Toxicity0.01935331
Moderate 0.3048984 Constructive 0.585 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Our forefathers died for this? Sickening, What's next, getting rid of remembrance Day?
Our forefathers died for this? Sickening, What's next, getting rid of remembrance Day?
Identity Attack0.014048826
Insult0.24928534
Profanity0.045670103
Threat0.0475118
Severe Toxicity0.00869751
Moderate 0.3048984 Low Con 0.274
Aug 25, 2025 28 likes Why Canadians Are Turning Against …
If they didn't bring their culture of being rude, obnoxious and disregard Canadian laws and etiquette maybe it wouldn't be so bad, but they also mass imported them to give companies cheap labor so they've …
If they didn't bring their culture of being rude, obnoxious and disregard Canadian laws and etiquette maybe it wouldn't be so bad, but they also mass imported them to give companies cheap labor so they've taken a tonne of opportunity from Canadians, reduced the quality of our education system making domestic Canadians unlikely to get any employment and the students also exploit the system to work. They all need a place to live and many are exploiting the government for benefits on top of driving up housing prices because of the scarcity they're actively causing.
Identity Attack0.10409598
Insult0.30326313
Profanity0.026863953
Threat0.007948523
Severe Toxicity0.0074386597
Moderate 0.3048984 Constructive 0.649 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Get rid of all of them. It'll be the best thing for Canada. We need to take care of our own. Enough is enough.
Get rid of all of them. It'll be the best thing for Canada. We need to take care of our own. Enough is enough.
Identity Attack0.053854458
Insult0.0720671
Profanity0.022969801
Threat0.3481519
Severe Toxicity0.017674843
Moderate 0.3048984 Moderate Con 0.373
Jan 16, 2026 2.9 million Canadian temporary visas …
Roca. Milton ON is becoming a muslim community. No homeless no red neck in Milton ON. Some pointers Pakistani consulate at 810 Nipissing Road. Ask them who they help to bring from pakistan. Also, check …
Roca. Milton ON is becoming a muslim community. No homeless no red neck in Milton ON. Some pointers Pakistani consulate at 810 Nipissing Road. Ask them who they help to bring from pakistan. Also, check out the islamic community center located at 8069 Equesing Line Milton. There they are advocating jihad, and destruction of western culture and implementation of sharia law. You can get into the building pretending that you are a Uber driver.
Identity Attack0.3780483
Insult0.123407245
Profanity0.028503597
Threat0.019055385
Severe Toxicity0.013155893
Moderate 0.3048984 Moderate Con 0.494 Unverified_Claim
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Yeah they talk about Pakistan And Bangladesh like their country is cleaner than Switzerland,like bro when you are proud of your country that much so why you go abroad to get better life,stay in your …
Yeah they talk about Pakistan And Bangladesh like their country is cleaner than Switzerland,like bro when you are proud of your country that much so why you go abroad to get better life,stay in your country
Identity Attack0.2816105
Insult0.15485314
Profanity0.078378424
Threat0.015774792
Severe Toxicity0.017739398
Moderate 0.3048984 Moderate Con 0.353 Identity_Assertion
Feb 27, 2026 4 likes Inside Canada's Indian Invasion...
Craziest things looks there are thousands graduates from local citizen colleges, for example community support worker in social services but nobody's hiring them because they're only sponsored when they hire temporary workers for their Non …
Craziest things looks there are thousands graduates from local citizen colleges, for example community support worker in social services but nobody's hiring them because they're only sponsored when they hire temporary workers for their Non prifit company, then the citizens community services workers with 34 thousands debts contribute the salaries instead of getting those jobs ,omg,crazyy, judt check only community support worker position graduates citizens vs temporary workers ratios on employment, needs to change please, sincerely
Identity Attack0.010433395
Insult0.2838064
Profanity0.08064143
Threat0.0074954215
Severe Toxicity0.006828308
Moderate 0.3048984 Constructive 0.817 Economic_Argument
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Liberals using borrowed money to pay for immigration healthcare when Canadians cannot get care is absurd.
Liberals using borrowed money to pay for immigration healthcare when Canadians cannot get care is absurd.
Identity Attack0.16159154
Insult0.26957804
Profanity0.022764845
Threat0.0071070488
Severe Toxicity0.004863739
Moderate 0.3047732 Low Con 0.196 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Brampton is always getting shot up fr
Brampton is always getting shot up fr
Identity Attack0.028418748
Insult0.04852104
Profanity0.10178173
Threat0.42133212
Severe Toxicity0.01735206
Moderate 0.3047732 Low Con 0.296 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Horrific - just imagine you meet such a person in the workplace, you immediately notice they are in over their head ... you spend a lot of hours of your own time trying to help …
Horrific - just imagine you meet such a person in the workplace, you immediately notice they are in over their head ... you spend a lot of hours of your own time trying to help them learn, and then you fall behind in your own assignments. That is my reality, always getting into trouble for trying to help the ungrateful.
Identity Attack0.006622616
Insult0.27763805
Profanity0.055940874
Threat0.008349842
Severe Toxicity0.004272461
Moderate 0.30464804 Constructive 0.657
Sep 29, 2025 IRCC Names India in Study …
AMERICA IS DOOMED IF IMMIGRATION LETS PEOPLE IN HERE AND WE GET ANOTHER DEMOCRAT
AMERICA IS DOOMED IF IMMIGRATION LETS PEOPLE IN HERE AND WE GET ANOTHER DEMOCRAT
Identity Attack0.23846684
Insult0.089778624
Profanity0.045670103
Threat0.012337137
Severe Toxicity0.010375977
Moderate 0.30464804 Low Con 0.128 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Well, the ELECTED of BRAMPTON, Ontario should REALY GET THEIR ACTS TOGETHER. Many, many accidents in the province of Quebec from ILLEGAL INDIAN TRUCK DRIVERS causing deaths! Big time URGENT issue! Thanks for the people …
Well, the ELECTED of BRAMPTON, Ontario should REALY GET THEIR ACTS TOGETHER. Many, many accidents in the province of Quebec from ILLEGAL INDIAN TRUCK DRIVERS causing deaths! Big time URGENT issue! Thanks for the people who spoke up against this phenomena of the "new immigration" (that want everything for free with no effort) - probably at their own risk.
Identity Attack0.35299334
Insult0.14150882
Profanity0.017504321
Threat0.04233929
Severe Toxicity0.012833111
Moderate 0.30452284 Constructive 0.654 Unverified_Claim
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
did you know companies get more money for hiring newly immagrated immagrants? dont believe look it up thats why timmies has all indians, they get a tax break and extra funds lol
did you know companies get more money for hiring newly immagrated immagrants? dont believe look it up thats why timmies has all indians, they get a tax break and extra funds lol
Identity Attack0.34974504
Insult0.13245803
Profanity0.04742365
Threat0.008129764
Severe Toxicity0.010299683
Moderate 0.30427247 Moderate Con 0.33 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
When I go to work building new homes, I am almost always the only person that speaks English. You ask someone to move their vehicle to get a truck in or something and they look …
When I go to work building new homes, I am almost always the only person that speaks English. You ask someone to move their vehicle to get a truck in or something and they look at you like a Taxidermized fish. DONT let them eat lunch in the house, you'll never get the curry smell out. I've seen people drop out of buying new houses cause they just stink like India, the walls are already that yellow grease color and once that happens its ruined, like having a smoker live in the house but greasier.
Identity Attack0.2795294
Insult0.20901857
Profanity0.15985115
Threat0.010628296
Severe Toxicity0.016771052
Moderate 0.30427247 Constructive 0.638
Sep 16, 2025 1 likes How Canada broke its immigration …
The fact these ppl dont carei f they r@pe the kids kill actual citizen's is getting outa hand here. 10 yrs ago Canadian Tire earned a nickname Cambodian Tire for a reason now it's much …
The fact these ppl dont carei f they r@pe the kids kill actual citizen's is getting outa hand here. 10 yrs ago Canadian Tire earned a nickname Cambodian Tire for a reason now it's much worse.
Identity Attack0.04332388
Insult0.08582769
Profanity0.042413518
Threat0.31407106
Severe Toxicity0.013414118
Moderate 0.30427247 Moderate Con 0.394
Aug 26, 2025 Why Canadians Are Turning Against …
Oh Tyler, based off of your last 3 uploads it looks like you're trying to get into that UFC White House card or something. Goes from calling attention to the homeless people for years that …
Oh Tyler, based off of your last 3 uploads it looks like you're trying to get into that UFC White House card or something. Goes from calling attention to the homeless people for years that are literal immigrants to putting them in your crosshairs and making them a target. Crazy work for the bag lil bro.
Identity Attack0.06613251
Insult0.26957804
Profanity0.03615085
Threat0.008531082
Severe Toxicity0.005264282
Moderate 0.30319387 Moderate Con 0.356 Meta_Commentary
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
The Canadians call Brampton , Bramledesh . I can't stand when I get sent there for work, I can't stand the smell of curry. I would love to have my country back to the way …
The Canadians call Brampton , Bramledesh . I can't stand when I get sent there for work, I can't stand the smell of curry. I would love to have my country back to the way it used to be in the 80's. I got rear ended by an Indian woman while driving down the road, I'm not sure how she got her license ( I know how she got it... $$$). There is no laws in India for driving a car so they don't know how to drive.
Identity Attack0.37012735
Insult0.1640896
Profanity0.035900343
Threat0.00951496
Severe Toxicity0.01083374
Moderate 0.30319387 Constructive 0.628 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
As a non Indian Canadian born and raised I’m disgusted where my country has gone. Our population has doubled since 1980, not by birth rate, but because of the amount of Indians that have immigrated …
As a non Indian Canadian born and raised I’m disgusted where my country has gone. Our population has doubled since 1980, not by birth rate, but because of the amount of Indians that have immigrated here. Unfortunately, they have no desire to assimilate, they bring their own culture and they stay in their own communities. The government offers tax breaks for businesses, hiring foreign workers over people born in Canada, leaving the youth without any part-time work. On top of that some of my favourite restaurants growing up, I haven’t eaten at in years because it’s been taken over by Indians, the quality of food goes down, you end up getting food poisoning and if you aren’t in their community, you get worse service and get charged more than what an Indian would pay at the same restaurant. They don’t understand cleanliness or sanitation, they leave their garbage and waste on the street and dump it in random locations, and quite frankly have no respect for anyone who lives here or the country that has taken them in. I feel like a minority of my own country and I truly don’t understand what being Canadian means anymore because I’m pretty sure being Canadian is a thing of the past. Most of my friends have moved further north, to Vancouver island or moved out to the prairies to get away from them and higher prices as everything gets more expensive, thanks to our government, caring more about immigrants than citizens. When a family gets accepted to come here they bring their parents their aunts and uncles their brothers and sisters on temporary visas, they also collect social assistance as soon as they arrive and when their visas expire, they have no desire to go back, which has resulted in thousands of illegals remaining here. I mean I get it. Why would you go back when you’re getting treated better here and are given food, housing and an allowance every month but it’s gotten to a point where India outnumbers Canadians. I want them all sent back.
Identity Attack0.36702603
Insult0.16839184
Profanity0.041912504
Threat0.0084793
Severe Toxicity0.012359619
Moderate 0.30319387 Constructive 0.737 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …

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.