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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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30,738 comments · Page 474 of 1230
The problem lies in letting too many people in in a very short space of time because when this is (intentionally) done foreigners do nkt mix with the local culture, instead using only what they …
The problem lies in letting too many people in in a very short space of time because when this is (intentionally) done foreigners do nkt mix with the local culture, instead using only what they are used to from back home. Khalistani Sikhs are the equivalent of, for example, zionjst Jews, extremist muslims, etc: they shout the loudest, but are the minority from thise communities and definitely not loved by said communities. From a (corrupt) government point of view this is the perfect storm.
Identity Attack0.316
Insult0.20901857
Profanity0.0569429
Threat0.011379151
Severe Toxicity0.010375977
Moderate 0.30427247 Moderate Con 0.471 Policy_Critique
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
Tbh its alot more saturated than you would think, I live in B.C and do alot of uber deliveries, 2400 alone last year. Id say 70% of the people in houses, and some really nice …
Tbh its alot more saturated than you would think, I live in B.C and do alot of uber deliveries, 2400 alone last year. Id say 70% of the people in houses, and some really nice houses are Indian. Also most fast food restaurants are run by indian managers and staff, I was in a KFC the other day that had 1 younger white male at the counter, and 5 punjab behind the counter. The workers were all yelling at eachother about orders in their language and the white guy looked so confused. English is the first language in Canada so it should be learned especially when it comes to a business context, does our government care tho? Nope.
Identity Attack0.36702603
Insult0.15485314
Profanity0.18786818
Threat0.013631714
Severe Toxicity0.017997624
Moderate 0.30427247 Constructive 0.753 Personal_Narrative
Jan 27, 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 …
Canada will never be as good as it was. Mass-immigration ruined Canada.
Canada will never be as good as it was. Mass-immigration ruined Canada.
Identity Attack0.30103904
Insult0.12159709
Profanity0.019143965
Threat0.013702838
Severe Toxicity0.0090408325
Moderate 0.30319387 Low Con 0.166
Jun 19, 2025 1 likes How Canada broke its immigration …
I love immigrants my grandmother AND grandfather immigrated from Sweden LEGALLY but she assimilated to this country . I really hate when people come here and treat it like the country they are fleeing from
I love immigrants my grandmother AND grandfather immigrated from Sweden LEGALLY but she assimilated to this country . I really hate when people come here and treat it like the country they are fleeing from
Identity Attack0.2781757
Insult0.06858205
Profanity0.091633186
Threat0.008311004
Severe Toxicity0.011672974
Moderate 0.30319387 Constructive 0.649 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Didn’t trump say we did not know who was in our country? And we all poo pooed it? And now we have shooting from people “who should not be here”.
Didn’t trump say we did not know who was in our country? And we all poo pooed it? And now we have shooting from people “who should not be here”.
Identity Attack0.061130337
Insult0.14331897
Profanity0.07934829
Threat0.2836219
Severe Toxicity0.014705247
Moderate 0.30319387 Moderate Con 0.33 Fear_Threat
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …
3:20 that’s because Canada lets in way too many Indians compared to the rest of the world
3:20 that’s because Canada lets in way too many Indians compared to the rest of the world
Identity Attack0.36702603
Insult0.08459369
Profanity0.053435806
Threat0.008686432
Severe Toxicity0.011138916
Moderate 0.30319387 Low Con 0.216 Unverified_Claim
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
8:52 irony is that he is walking naked on the street and calling out on people walking naked at home. :). On a serious note, this is the same concern in UK. I was in …
8:52 irony is that he is walking naked on the street and calling out on people walking naked at home. :). On a serious note, this is the same concern in UK. I was in UK for 4 years and the reason I came back to India is there are just so many immigrants that locals their have developed an anti immigrants sentiment . You don't want to live in a place just for a bit more money where you don't feel you belong. I believe people should be free to go and work in any country but through legal channels and respect that country's culture and try to integrate
Identity Attack0.23998553
Insult0.123407245
Profanity0.1612468
Threat0.021472665
Severe Toxicity0.015673593
Moderate 0.30319387 Constructive 0.842 Personal_Narrative
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
Fur 15 years, we tried to warn you but because you believed your white privilege will protect you, you didn't do enough or nothing at all. I need to think about it. We support other …
Fur 15 years, we tried to warn you but because you believed your white privilege will protect you, you didn't do enough or nothing at all. I need to think about it. We support other charities. Excuses. Excuses Excuses. Now you are paying the price.
Identity Attack0.2964622
Insult0.107333586
Profanity0.04141149
Threat0.011741633
Severe Toxicity0.010070801
Moderate 0.30319387 Constructive 0.53
Aug 28, 2025 Why Canadians Are Turning Against …
Indians are equivalent of mexicans in the U.S.
Indians are equivalent of mexicans in the U.S.
Identity Attack0.37152436
Insult0.10440776
Profanity0.09098661
Threat0.0076119336
Severe Toxicity0.012962224
Moderate 0.30319387 Low Con 0.193
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
Very soon the caste system will apply in these indian occupied western countries. What class will white people categorize in?
Very soon the caste system will apply in these indian occupied western countries. What class will white people categorize in?
Identity Attack0.37082586
Insult0.06669625
Profanity0.06946823
Threat0.023026628
Severe Toxicity0.0119018555
Moderate 0.30319387 Low Con 0.177 Fear_Threat
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
Dang Bike dude kept it REAL mucho respect for his honest take rather than stepping around the subject. Also the favoritism Indians give to there people regardless of if there qualified is insane
Dang Bike dude kept it REAL mucho respect for his honest take rather than stepping around the subject. Also the favoritism Indians give to there people regardless of if there qualified is insane
Identity Attack0.25478655
Insult0.24928534
Profanity0.12991914
Threat0.009722093
Severe Toxicity0.009689331
Moderate 0.30319387 Constructive 0.593 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
What did Africans do to him 😂
What did Africans do to him 😂
Identity Attack0.33352965
Insult0.06858205
Profanity0.09518933
Threat0.011223801
Severe Toxicity0.013349563
Moderate 0.30319387 Low Con 0.295 Humor_Satire
Feb 16, 2026 1 likes 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 …
We are a patsy nation.
We are a patsy nation.
Identity Attack0.11280017
Insult0.22770336
Profanity0.1554785
Threat0.009540852
Severe Toxicity0.009117126
Moderate 0.30319387 Low Con 0.201 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
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...
In the ethnic zoo there is no such thing as a Canadian.
In the ethnic zoo there is no such thing as a Canadian.
Identity Attack0.34649673
Insult0.15556364
Profanity0.022833163
Threat0.009929225
Severe Toxicity0.0118255615
Moderate 0.30319387 Low Con 0.143
Aug 25, 2025 Why Canadians Are Turning Against …
I find it funny that immigrants, are complaining about other immigrants 😂.
I find it funny that immigrants, are complaining about other immigrants 😂.
Identity Attack0.34000012
Insult0.11172232
Profanity0.041661996
Threat0.0073918556
Severe Toxicity0.007019043
Moderate 0.30319387 Moderate Con 0.379 Humor_Satire
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
They've ruined my country
They've ruined my country
Identity Attack0.10221587
Insult0.08030447
Profanity0.096805766
Threat0.051391184
Severe Toxicity0.010070801
Moderate 0.30319387 Moderate Con 0.312 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Woke women everywhere. No wonder Canada is falling apart
Woke women everywhere. No wonder Canada is falling apart
Identity Attack0.293411
Insult0.16195811
Profanity0.03615085
Threat0.010913103
Severe Toxicity0.009002686
Moderate 0.30319387 Low Con 0.194 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
Ok buddy the government population growth is only to collect more taxes, not about population growth, all brainwash
Ok buddy the government population growth is only to collect more taxes, not about population growth, all brainwash
Identity Attack0.014149316
Insult0.26957804
Profanity0.06195303
Threat0.0076507707
Severe Toxicity0.0050735474
Moderate 0.30319387 Low Con 0.133
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
This guy is trying to push a propaganda with racism.
This guy is trying to push a propaganda with racism.
Identity Attack0.17303948
Insult0.15769513
Profanity0.044167064
Threat0.010447056
Severe Toxicity0.008163452
Moderate 0.30319387 Low Con 0.171 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Orange man bad got us here. Keep in the same people who sold us out to other countries
Orange man bad got us here. Keep in the same people who sold us out to other countries
Identity Attack0.22458547
Insult0.19500497
Profanity0.05543986
Threat0.008841781
Severe Toxicity0.00831604
Moderate 0.30319387 Low Con 0.232 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …

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.