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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 8 of 15
a few years back Brampton had a mayoral election and one of the people running was this guy John Sprovieri and he received and email complaining that a white man should not even be running …
a few years back Brampton had a mayoral election and one of the people running was this guy John Sprovieri and he received and email complaining that a white man should not even be running because white people no longer have any business planning Bramptons future. He replied saying that people of all backgrounds want to come because of what white people built" he was sanctioned by the government for that comment and he was touted as a racist from then on. No comment was made about the indian woman who said white people shouldn't be allowed in the government in a Canadian city anymore. Last time I was in Brampton I was told to go back to my own country because I asked a group of indians who were playing indian music from concert volume speakers in a residential area at 1 am to turn it off. I don't think you captured a small fraction of how bad it is in Brampton.
Identity Attack0.3758158
Insult0.16853803
Profanity0.058445938
Threat0.013165667
Severe Toxicity0.0104522705
Moderate 0.3057765 Constructive 0.707 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy at 11:03 must be a fugitive with multiple arrest warrants in Punjab, India. Most Khalistanis are criminals on the run and surprisingly welcomed by Canada. They hide their crimes behind their demand for …
The guy at 11:03 must be a fugitive with multiple arrest warrants in Punjab, India. Most Khalistanis are criminals on the run and surprisingly welcomed by Canada. They hide their crimes behind their demand for Khalistan and pretend to be freedom fighters. They follow a terrorist named Bhindrawala who held 100s of hostages in Amritsar's Golden Temple to blackmail the Indian Govt. in 1984. Google Operation Blue Star.
Identity Attack0.2823795
Insult0.25602314
Profanity0.02071529
Threat0.02440793
Severe Toxicity0.010528564
Moderate 0.30514878 Constructive 0.581 Fear_Threat
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
14:48 - uh, what now? hasnt Modi been running on Hindu Nationalism and has specifically targeted the Muslim population? Lol this guy is doing a good job when a camera is on him.
14:48 - uh, what now? hasnt Modi been running on Hindu Nationalism and has specifically targeted the Muslim population? Lol this guy is doing a good job when a camera is on him.
Identity Attack0.2949366
Insult0.123407245
Profanity0.03915693
Threat0.039602257
Severe Toxicity0.011978149
Moderate 0.30514878 Low Con 0.268 Moral_Argument
Oct 3, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
Why are immigrants running the country?
Why are immigrants running the country?
Identity Attack0.37432748
Insult0.07935401
Profanity0.03189224
Threat0.0074048014
Severe Toxicity0.009498596
Moderate 0.30514878 Low Con 0.206 Unverified_Claim
Dec 7, 2025 1 likes IRCC Names India in Study …
I know several Indians who are professional and kind. But most are rude they run into you. Cut you off while walking and driving. Walmart is the worst now. So many employees are rude and …
I know several Indians who are professional and kind. But most are rude they run into you. Cut you off while walking and driving. Walmart is the worst now. So many employees are rude and disrespectful. I hate going anywhere that attracts a lot of tourists. They feel entitled, most do not try to be more Canadian. If I went to another country I would respect their ways and culture.
Identity Attack0.27340925
Insult0.24928534
Profanity0.04592061
Threat0.039256934
Severe Toxicity0.010223389
Moderate 0.3048984 Constructive 0.623 Identity_Assertion
Jan 28, 2026 9 likes Inside Canada's Indian Invasion...
Now, we officially declare: the prime minister of Canada - Narendra Modi. I think it's a good idea for Indian people to run Canada instead of European descendents because Indians are not as aggressive as …
Now, we officially declare: the prime minister of Canada - Narendra Modi. I think it's a good idea for Indian people to run Canada instead of European descendents because Indians are not as aggressive as Europeans.
Identity Attack0.3817989
Insult0.16053712
Profanity0.023174755
Threat0.009100696
Severe Toxicity0.008392334
Moderate 0.30452284 Moderate Con 0.488 Humor_Satire
Oct 11, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Wow so many canadian versions of Nick Fuentes in the comments, not to mention the guy running this channel is even a bigger bigot who goes out of his way to collect the worst things …
Wow so many canadian versions of Nick Fuentes in the comments, not to mention the guy running this channel is even a bigger bigot who goes out of his way to collect the worst things about any countries he dislikes and posts it here as if its a Norm conveniently hiding all the decent things about those countries. Hitler and his idealogy is still Intact in the 21st century and how.
Identity Attack0.116281845
Insult0.2659317
Profanity0.020988565
Threat0.0071588317
Severe Toxicity0.006790161
Moderate 0.30452284 Moderate Con 0.425 Meta_Commentary
Jan 27, 2026 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...
Canada needs to run all them folks out of thier country instead of being online saying "From Canada here" and running your mouths about the USA!
Canada needs to run all them folks out of thier country instead of being online saying "From Canada here" and running your mouths about the USA!
Identity Attack0.23846684
Insult0.16788013
Profanity0.022628209
Threat0.08089764
Severe Toxicity0.0126394415
Low Tox 0.29771072 Low Con 0.203 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
North indians are mass migrating to our south states..they are taking over our businesses...all their family members run the businesses....so its economical for them...they dont learn our native language, they look down upon us for …
North indians are mass migrating to our south states..they are taking over our businesses...all their family members run the businesses....so its economical for them...they dont learn our native language, they look down upon us for being physically less attractive..we are dark and short....there is an internal conflict happening right now....not sure where i want to spend rest of my life....
Identity Attack0.36702603
Insult0.11978693
Profanity0.03690237
Threat0.009618527
Severe Toxicity0.013607788
Low Tox 0.29771072 Constructive 0.642
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
lot of people who commits crime and scams in india who are running from authority come to canada tell canadian government that they are persecuted minority indian government be like you wants them take them …
lot of people who commits crime and scams in india who are running from authority come to canada tell canadian government that they are persecuted minority indian government be like you wants them take them so congratulation canada government of india agreed to take back all illegal immigrant
Identity Attack0.33352965
Insult0.15769513
Profanity0.02303812
Threat0.009540852
Severe Toxicity0.00793457
Low Tox 0.2922276 Moderate Con 0.423 Unverified_Claim
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
What a BS... Whose said when citizen majority populated by Muslim then suddenly they want implemented Sharia Law..? I'am Indonesian where my citizen majority Muslim... But we don't implemented Sharia Law in my Country. We …
What a BS... Whose said when citizen majority populated by Muslim then suddenly they want implemented Sharia Law..? I'am Indonesian where my citizen majority Muslim... But we don't implemented Sharia Law in my Country. We still running Republican Democratic Law at my Country.
Identity Attack0.31892163
Insult0.11172232
Profanity0.09583591
Threat0.0073918556
Severe Toxicity0.010070801
Low Tox 0.28857216 Constructive 0.681
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats …
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats from the north (3) If immigrants didn't buy our inflated GTA houses from us then we might not have had the Golden Retirements (4) The Dutch in South Africa lost their colony because they didn't have adequate immigrants to help them hold the massive land they captured (5) When someone is uprooted and brought here, they work 150 % than the lazy locals to reestablish their lives this is a fact supported by various economic studies and this is what becomes the engine propelling the country's economic growth (6) When the Chinese came from Hong Kong the locals blamed the Chinese for everything. When the Italians out grew locals in Woodbridge the locals blamed them for everything and called them as Mafia . Now you guys are painting the same thing on to Brown People .This is hypocrisy and not a fact !!! ALL OF YOU ARE SETTLER DESENDANTS OR IMMIGRANTS IN CANADA UNLESS YOU ARE A NATIVE MIND THAT !!! and be grateful for this beautiful world and the life you have . Another fact is Second world war was won by English & Allies using massive African and Indian armies. So the freedom we enjoy today in Canada was helped by African and Indian soldiers as well !!! The English simply don't have the numbers win by themselves . BE GREATFUL AND LOVE THIS COUNTRY AND IT'S DIVERSITY PERIOD !!! BELOW IS A SAMPLE OF WHAT IMMIGRANTS ARE DOING TO HELP THE ANGLOSAXONS : Immigrant Oppenheimer - Enabled America win Second World War Immigrant Frank Stronach - Founded Magna Corp Immigrant Andrew Carnegie - Founded United Steel Immigrant Albert Einstein - Enabled America win Second World War Immigrant Shiva Ayyadurai- Invented Email Kevin O'Leary - Irish / Lebanese immigrant Elon Musk- South African immigrant AMERICA RUNS ON IMMIGRANT POWER !!! BE GREATFUL !!!
Identity Attack0.28034934
Insult0.1378885
Profanity0.10549548
Threat0.02682521
Severe Toxicity0.015350811
Low Tox 0.2855005 Constructive 0.716 Moral_Argument
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Its really annoying, why dont indians and anyone from different countries not try and make their own countries better, yes its sad people are born in poorer and run down countries but they shouldn't be …
Its really annoying, why dont indians and anyone from different countries not try and make their own countries better, yes its sad people are born in poorer and run down countries but they shouldn't be allowed to just up and leave in the millions to any country they want too
Identity Attack0.2831485
Insult0.11616662
Profanity0.08064143
Threat0.010188141
Severe Toxicity0.0119018555
Low Tox 0.2854971 Constructive 0.515 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
What is with the sitar music?? LMAO Know your subject matter. How many sitar players did you run into?
What is with the sitar music?? LMAO Know your subject matter. How many sitar players did you run into?
Identity Attack0.014350293
Insult0.0838533
Profanity0.12286829
Threat0.011068452
Severe Toxicity0.012962224
Low Tox 0.2854869 Low Con 0.277
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
If I was there and seen them blocking roads or gathering like this, I would throw my jingle dress on and pray to god and jesus and then take my drum and start singing my …
If I was there and seen them blocking roads or gathering like this, I would throw my jingle dress on and pray to god and jesus and then take my drum and start singing my first nations music 🎶 super loudly and get all my brother's and sister's to join. Enough is enough. I lost my job to corporate restructuring and running out of ei now, and I am beyond pissed off! All the years worked and contributing to my ei insurance, should equal how many months of ei i should actually be eligible for, but nope, its only for a certain amount of weeks according to their unemployment rate, which is severely flawed, because how can their unemployment rate remain unchanged for so many years, when you hear of thousands losing their jobs. We are being lied to and deceived, and I am sick and tired of it and me and some of my family members have even contemplated changing our names to an indian name, just to get a job!!! That's when you know it's a serious problem! Immigrants need to go back to their own country! Our families are suffering, especially our youth and children! And I am so worried for my daughter's and granddaughter's. Their belief system isn't kind to us females.
Identity Attack0.02821777
Insult0.16846494
Profanity0.24910301
Threat0.013631714
Severe Toxicity0.014511578
Low Tox 0.2854869 Constructive 0.705 Personal_Narrative
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the …
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the canadians call it one of the best on the word), and the belief Canada is a democracy. It is typically a fascist country that makes spurious elections because it is truly run by an establishment hidden as a secret society and in the surface is run as a mafia by small groups of interest ( corporations, professional order, injustice system, and emty shell politicians). The others ( the canadian people) they enjoy democracy 😂, high quality of life( really, just make a visit to a poor european country as Portugal, Greece ). The same goes for education, just oven degrees hot and not edible. Now Canadians learned that immigrant are taking their land and opportunities. You're lied, put under pot, and cheated by your democratic representatives. Try to fight, you'll be in a gulag (minus 15 Celsius only for some day) until the nobel prize candidates of uot and mcgill will put you democratically under tanax.
Identity Attack0.1808059
Insult0.24928534
Profanity0.029186781
Threat0.0072882893
Severe Toxicity0.0064468384
Low Tox 0.28548008 Moderate Con 0.49
Jun 18, 2025 How Canada broke its immigration …
New Zealand is under attack due to Chris Luxton, the prime minister. A few is ok, but now it’s getting out of control. Americans are the next problem, running from what they asked and voted …
New Zealand is under attack due to Chris Luxton, the prime minister. A few is ok, but now it’s getting out of control. Americans are the next problem, running from what they asked and voted for. Just stay home we don’t want you. Canadians are welcome.
Identity Attack0.28034934
Insult0.13969865
Profanity0.0157622
Threat0.013528148
Severe Toxicity0.009002686
Low Tox 0.28547668 Moderate Con 0.361 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
😐😐😐CANADA IS DOOMED! These separatists are running from their own country and their only mantra is money. Liberal politicians are responsible for this invasion.
😐😐😐CANADA IS DOOMED! These separatists are running from their own country and their only mantra is money. Liberal politicians are responsible for this invasion.
Identity Attack0.1808059
Insult0.16883044
Profanity0.021876704
Threat0.009100696
Severe Toxicity0.007095337
Low Tox 0.2854733 Low Con 0.144 Fear_Threat
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
I already send a formal compain to YouTube which is also run by YouTube don't shout if your channel got blocked 😂😂😂
I already send a formal compain to YouTube which is also run by YouTube don't shout if your channel got blocked 😂😂😂
Identity Attack0.018671319
Insult0.057890166
Profanity0.077731855
Threat0.03856628
Severe Toxicity0.011291504
Low Tox 0.2854733 Moderate Con 0.415
Jan 27, 2026 Inside Canada's Indian Invasion...
Yeah, all of those Indians are running around Brampton, Victoria and Vancouver.
Yeah, all of those Indians are running around Brampton, Victoria and Vancouver.
Identity Attack0.34974504
Insult0.08533409
Profanity0.038655918
Threat0.008505191
Severe Toxicity0.009384155
Low Tox 0.2820025 Low Con 0.288
Oct 9, 2025 IRCC Names India in Study …
Didnt some Indian truck driver run a stop sign, hit a bus carrying a junior hockey team and killed 16 people? And he only got 8 years?
Didnt some Indian truck driver run a stop sign, hit a bus carrying a junior hockey team and killed 16 people? And he only got 8 years?
Identity Attack0.23011416
Insult0.06858205
Profanity0.02973333
Threat0.2836219
Severe Toxicity0.015996376
Low Tox 0.2820025 Moderate Con 0.383
Jan 27, 2026 151 likes Inside Canada's Indian Invasion...
In your video, you are unfairly targeting Indians and even showing Hindu Gods’ idols in a disrespectful way, which is highly inappropriate. What you failed to show is how other communities, including certain refugee groups, …
In your video, you are unfairly targeting Indians and even showing Hindu Gods’ idols in a disrespectful way, which is highly inappropriate. What you failed to show is how other communities, including certain refugee groups, have also influenced Canadian society in ways that often go unquestioned. Indians – especially Hindus – come to Canada by investing huge amounts of money, and they quietly contribute to the economy and culture without creating disturbances. Hindus rarely do anything other than celebrate their festivals peacefully in parks. Yes, the job market is tough – but it’s the same for everyone. I myself served as a Director in a Canadian supermarket chain and have been without a job for 13 years. My kids face the same struggle. But instead of talking about real issues, your video paints Indians in a very negative light. Why? Even leaders like Donald Trump tried this path of targeting communities, and it led only towards division and disaster. Please don’t create mental agony and hatred against Indian Hindus. These are the very people who generate jobs, run businesses, and quietly support society. I rate your video as a disgusting attempt to twist personal frustrations into a community-blaming narrative, even bringing in Indians who, sadly, criticize their own background. Targeting Indians and showing Hindu Gods’ idols is shameful and disrespectful. Hindus come to Canada by investing heavily, live peacefully, and contribute to society without disturbing anyone. The job market is tough for everyone – blaming Indians is nonsense. Your video spreads hate instead of facts and creates unnecessary division. Indians, especially Hindus, are job creators, not destroyers. This video is nothing but a disgusting attempt to twist personal frustration into hate against a community.
Identity Attack0.3072352
Insult0.12883772
Profanity0.029186781
Threat0.009696201
Severe Toxicity0.008850098
Low Tox 0.27975297 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Its time Canada split apart, Just look at the electoral race maps, and their color coordinates, British Columbia, Alberta, Saskatchewan plus an alliance with Alaska can all be the conservative half of canada, the originalist …
Its time Canada split apart, Just look at the electoral race maps, and their color coordinates, British Columbia, Alberta, Saskatchewan plus an alliance with Alaska can all be the conservative half of canada, the originalist half, and allow the easterners to be controlled by the slaaneshi surface dwelling weaklings of the east. Then we can kick out all the foreigners and invaders, every one who refuses to assimilate, and have our own elections, not run by dominion voting systems machines, and our own Politian's, not hand picked by ottawa, instead of being dragged further and further to the extreme alt left by the surface dwelling weaklings of the east and their disgusting ideas. We don't share their values, we don't share their languages, we don't even share their belief systems and ways or schools of thought. Its time for western Canada to become its own country. Separated away from the nightmarish revisionist visions of mad dogs in Ontario.
Identity Attack0.28034934
Insult0.16195811
Profanity0.031641733
Threat0.1368402
Severe Toxicity0.014447021
Low Tox 0.27975297 Moderate Con 0.423
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Running out the French
Running out the French
Identity Attack0.28034934
Insult0.05262003
Profanity0.06746418
Threat0.1401159
Severe Toxicity0.015286255
Low Tox 0.2786282 Moderate Con 0.325 Identity_Assertion
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...

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.