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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 had 8 so were …" 215 comments · Page 5 of 9
8:21 WHAT DID I DOOO (im Eritrean lol)
8:21 WHAT DID I DOOO (im Eritrean lol)
Identity Attack0.10221587
Insult0.045007613
Profanity0.22429734
Threat0.029069828
Severe Toxicity0.023076924
Moderate 0.30439767 Moderate Con 0.34 Humor_Satire
Jan 27, 2026 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)
Remember the British stole $44 Trillion from Indians during colonial era. India controlled over a quarter of the world trade before they arrived. India was a bigger economy than US adjusting for inflation. The Industrial …
Remember the British stole $44 Trillion from Indians during colonial era. India controlled over a quarter of the world trade before they arrived. India was a bigger economy than US adjusting for inflation. The Industrial revolution was built on back of Indian slaves paying 70 percent taxes to the crown. Canada, UK and Australia were built on this stolen money. They stole money from the Indians and they stole land from the indigenous. This video shows nothing but prejudice. People only have a problem with brown immigrants. I remember 35,000 European immigrants arrived in the city in 2021 even before the Ukraine war and no one cared. Brampton has 27% Indian people so they're clearly not a majority but they are a majorly targeted group because of this prejudice. I don't have the Canadian numbers but in the US 6% of tax comes from Indians and they're 1% of the population. You don't have to trust me you can look it up. The motives of this look racist because when you try hiring white folks the retention rate is extremely low, these past 6 months I have seen 8 employees in managerial positions who quit less than 2 weeks and it's impossible to retain them no matter what salary you offer and then when you go hire an Indian they just don't quit and work harder. But again that's an anecdote, that doesn't mean white folks don't work hard. Everyone has different experiences so stop, putting half baked stuff out on the internet and stop embarrassing yourself. You got a problem, go back to your country. Why don't you go back to jolly old England and serve the queen.
Identity Attack0.27510223
Insult0.21135417
Profanity0.028776871
Threat0.011146127
Severe Toxicity0.008888245
Low Tox 0.28674445 Constructive 0.657
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Wait hold on i don't think Indians in canada don't work? 8:50
Wait hold on i don't think Indians in canada don't work? 8:50
Identity Attack0.36702603
Insult0.0806213
Profanity0.032643758
Threat0.007081157
Severe Toxicity0.007247925
Low Tox 0.2854835 Moderate Con 0.311 Question
Dec 17, 2025 Inside Canada's Indian Metropolis (Brampton)
8:09 so you came to canada for the opportunity to work at Tim hortons and become toilet cleaner?😂
8:09 so you came to canada for the opportunity to work at Tim hortons and become toilet cleaner?😂
Identity Attack0.042292643
Insult0.18977246
Profanity0.035900343
Threat0.0062137907
Severe Toxicity0.006828308
Low Tox 0.2853768 Low Con 0.209 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
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...
Im a Canadian citizen (born in Toronto) who hasn't lived in Canada for over a decade. I left and declared non-resident status. I visit nearly every summer, spending around $8-10k a trip as well as …
Im a Canadian citizen (born in Toronto) who hasn't lived in Canada for over a decade. I left and declared non-resident status. I visit nearly every summer, spending around $8-10k a trip as well as sending money back to support my parents in Ottawa. I get nothing from Canada, and rightly so. I have to purchase my own health insurance when coming back. That's completely okay with me because I haven't paid into the system for over 10 years. How in the hell is someone who hops over the border with no previous ties to Canada entitled to ANYTHING though? They should be shipped back to their country of origin and duties assessed on any imports from that country should be raised to cover those costs or some other method of recouping that money should happen.
Identity Attack0.059311368
Insult0.16337912
Profanity0.28593817
Threat0.00789674
Severe Toxicity0.011138916
Low Tox 0.2820025 Constructive 0.765
May 26, 2018 6 likes How much do refugees and …
I used to hate Indian food but now I like it now that I am older now. I am 8.
I used to hate Indian food but now I like it now that I am older now. I am 8.
Identity Attack0.28034934
Insult0.061101943
Profanity0.13432594
Threat0.007883795
Severe Toxicity0.0090789795
Low Tox 0.27975297 Constructive 0.539 Personal_Narrative
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Dont hate indians , hate those who came here illigally, we pay 8 times more tution fees as canadian pays , we goes and work in those places where its hard to survival in -40*c …
Dont hate indians , hate those who came here illigally, we pay 8 times more tution fees as canadian pays , we goes and work in those places where its hard to survival in -40*c temperatures . So throw those who have bad intentions it could be white, black, brown . But dont hate or taget only one community because that wont solve the problem . Try to create more jobs and make housing affordable and make canada better place to live on. Thanks
Identity Attack0.31307843
Insult0.082372494
Profanity0.028093686
Threat0.010835429
Severe Toxicity0.009841919
Low Tox 0.27975297 Constructive 0.671 Moral_Argument
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They will hang around and do scams. Small business owners will give them cash jobs @ $8 per hour. Give harsh punishments to businesses giving jobs to non Canadians.
They will hang around and do scams. Small business owners will give them cash jobs @ $8 per hour. Give harsh punishments to businesses giving jobs to non Canadians.
Identity Attack0.08831879
Insult0.11172232
Profanity0.026727317
Threat0.24484909
Severe Toxicity0.00957489
Low Tox 0.27975297 Moderate Con 0.433
Jan 15, 2026 22 likes 2.9 million Canadian temporary visas …
Carney loves illegals and communists Questional deal with China 8 million to Funa
Carney loves illegals and communists Questional deal with China 8 million to Funa
Identity Attack0.23618884
Insult0.113185234
Profanity0.029460056
Threat0.009929225
Severe Toxicity0.006790161
Low Tox 0.27750343 Low Con 0.122 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
It's not enough because you can work 10 hours at 21$ make 210$ pay your tax your left maybe with 140$ pay 15% on any purchase your left with 115$ gas with the large lands …
It's not enough because you can work 10 hours at 21$ make 210$ pay your tax your left maybe with 140$ pay 15% on any purchase your left with 115$ gas with the large lands we have maybe 10$ to 20$ per day because again it's just taxed insurance 500$ per month and rent 1200$ for one room with strangers. 8$ bag of chips 20$+ subway for a fkn sandwich. 10$beer like it's gold. Oh yeah and yesterday I saw eska(water) at 7.50$ plus fee for plastic bottles. Another tax bottles, cans, bags, batteries all taxes like it wasn't enough tax out there. School tax med tax first home welcome tax 5k . There's no better money then fee and tax.credit tax take your money out tax
Identity Attack0.019374741
Insult0.15769513
Profanity0.28593817
Threat0.009696201
Severe Toxicity0.01322045
Low Tox 0.27047762 Constructive 0.691 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed …
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed to export their overpopulation problem 40 years ago both the chinese & indians sired 25 million babies. Last year, in China, under 8 million, in India, still 25 million. if the chinese can control their breeding, why cant indians. What an earth are we supposed to do with another quarter billion indians every 10 years?!
Identity Attack0.2816105
Insult0.09416737
Profanity0.07047026
Threat0.010809537
Severe Toxicity0.01121521
Low Tox 0.26104406 Moderate Con 0.444 Fear_Threat
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
I went to Highschool at J. A. Turner SS in Brampton, during the early 80's and there were a couple black kids and everyone else was white. Then I moved to Montreal, to start my …
I went to Highschool at J. A. Turner SS in Brampton, during the early 80's and there were a couple black kids and everyone else was white. Then I moved to Montreal, to start my career as a fashion designer... it was surprising to come back to visit family in Toronto and hear how fast Brampton had became a 'brown' town. (Not surprised to hear of India's global domination, as the population of the planet is out of control... consider the population of the planet in 1725 was half a billion, then in 1825 it was 1 billion, then in 1925 it was 2 billion, and in 2025 it is over 8 billion.)
Identity Attack0.3072352
Insult0.0838533
Profanity0.051431753
Threat0.011249693
Severe Toxicity0.009765625
Low Tox 0.25462922 Constructive 0.709
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I used to think the post secondary programs for immigration were Canada’s best shot at retaining the best talent but if this study is saying 8% then it’s likely 25% fraudulent activity. These criminals are …
I used to think the post secondary programs for immigration were Canada’s best shot at retaining the best talent but if this study is saying 8% then it’s likely 25% fraudulent activity. These criminals are laughing at us and giving Canada the worst segment of humanity that can’t possibly be good stewards of our future
Identity Attack0.10221587
Insult0.21135417
Profanity0.020578653
Threat0.008815889
Severe Toxicity0.004673004
Low Tox 0.25462922 Moderate Con 0.479
Oct 1, 2025 IRCC Names India in Study …
8:18 Dude it's none of your business how many people live in a house and make a mess. It's a problem of they did it in your house or on the street but otherwise.....mind your …
8:18 Dude it's none of your business how many people live in a house and make a mess. It's a problem of they did it in your house or on the street but otherwise.....mind your own business
Identity Attack0.009767435
Insult0.06774519
Profanity0.057944927
Threat0.009644418
Severe Toxicity0.007171631
Low Tox 0.25084448 Moderate Con 0.464
Jan 17, 2026 Inside Canada's Indian Metropolis (Brampton)
*Not a single day for cash* Dude striaght bs, 7 years ago , people with student visa cant work legally. So how is he getting paid ?? Remity rupee back to india? Lol Also, you …
*Not a single day for cash* Dude striaght bs, 7 years ago , people with student visa cant work legally. So how is he getting paid ?? Remity rupee back to india? Lol Also, you came as a international student and knowingly u cant afford the tuition. Its clearly u didnt care about going to school and used it as a gate way to canada. You dont go aboard studying for a better life in that country. U study abroad to either bring back new knowledge to your country or to full fill a requirements for a job back home.. The most common one is the opportunity to have a degree from a well known school for family braging rights and take over family bussiness. Which bring us back to, studying aboard is strictly for wealthy families no matter where u live . Imagine a candian going to london or europe we would pay just as much plus conversion rate. So for indians like him self, studying aboard paying 8 k cad per course shojdl be impossible. Only a super wealthy family can afford that in india or canada .
Identity Attack0.055673428
Insult0.15982662
Profanity0.12096943
Threat0.0077672824
Severe Toxicity0.008811951
Low Tox 0.25084448 Moderate Con 0.49 Unverified_Claim
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
8:57 🤣 Grandpas’s out here shirtless giving interviews about other people not wearing clothes inside their own homes… 🤡
8:57 🤣 Grandpas’s out here shirtless giving interviews about other people not wearing clothes inside their own homes… 🤡
Identity Attack0.014852738
Insult0.0811385
Profanity0.050680235
Threat0.008103873
Severe Toxicity0.006904602
Low Tox 0.2396185 Low Con 0.164
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks to J T 8 years as prime minister. We are suffering his mess he left here.
Thanks to J T 8 years as prime minister. We are suffering his mess he left here.
Identity Attack0.0044767405
Insult0.20434737
Profanity0.021808386
Threat0.006809296
Severe Toxicity0.002193451
Low Tox 0.2359567 Moderate Con 0.423 Policy_Critique
Oct 11, 2025 IRCC Names India in Study …
There was mention of a family of 8. Was that two parents with 6 kids? If so, they are people who have already proven themselves to be selfish and irresponsible. Our earth is not coping …
There was mention of a family of 8. Was that two parents with 6 kids? If so, they are people who have already proven themselves to be selfish and irresponsible. Our earth is not coping with human consumption and waste. Total consumption is determined by the number of individuals consuming and how much each consumes. To bring people into OECD countries and endow them with a western living standard, without demanding that they first achieve a western level of reproductive restraint is morally reprehensible. The most inhumane men in the world are those who start children when they cannot offer an acceptable living standard to the children they already have.
Identity Attack0.020178653
Insult0.17361937
Profanity0.025087673
Threat0.0072365063
Severe Toxicity0.00415802
Low Tox 0.23523538 Moderate Con 0.389
Feb 18, 2019 How much do refugees and …
8:20 , people are literally favouring Indians.
8:20 , people are literally favouring Indians.
Identity Attack0.2783691
Insult0.06023245
Profanity0.060951006
Threat0.0101363575
Severe Toxicity0.00793457
Low Tox 0.23451406 Low Con 0.217 Fear_Threat
Feb 20, 2026 Inside Canada's Indian Invasion...
About terrorist 8:40
About terrorist 8:40
Identity Attack0.053854458
Insult0.053205602
Profanity0.0684662
Threat0.035113025
Severe Toxicity0.009498596
Low Tox 0.2330714 Low Con 0.206 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
8:35 witch is weird to me because i thought AI was going to take over most jobs
8:35 witch is weird to me because i thought AI was going to take over most jobs
Identity Attack0.026408968
Insult0.06953252
Profanity0.104876526
Threat0.013010317
Severe Toxicity0.008544922
Low Tox 0.23271075 Low Con 0.249
Aug 29, 2025 Why Canadians Are Turning Against …
8:19 he didn’t even answer the question just spoke out of pure hate. Hating an entire continents population based off misinformation is sad.
8:19 he didn’t even answer the question just spoke out of pure hate. Hating an entire continents population based off misinformation is sad.
Identity Attack0.025404079
Insult0.0811385
Profanity0.020920247
Threat0.008259222
Severe Toxicity0.0036811829
Low Tox 0.20335422 Moderate Con 0.352 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
The government was lying all along. The influx of these migrants are a net loss for Canadians. We don’t need 2.9 million to come change our society. It’s almost 8% of our total population. They …
The government was lying all along. The influx of these migrants are a net loss for Canadians. We don’t need 2.9 million to come change our society. It’s almost 8% of our total population. They are here to replace us, not to strengthen us.
Identity Attack0.116281845
Insult0.08582769
Profanity0.014805742
Threat0.00713294
Severe Toxicity0.0038337708
Low Tox 0.20312156 Moderate Con 0.412 Fear_Threat
Feb 18, 2026 2.9 million Canadian temporary visas …

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.