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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: "If you have a problem …" 969 comments · Page 16 of 39
White-societies have a tendency to externalize blame for their decline onto others immigrants/racial minorities etc, without looking into their own systems. The collapse of family farming in Brampton or other part of Canada for instance, …
White-societies have a tendency to externalize blame for their decline onto others immigrants/racial minorities etc, without looking into their own systems. The collapse of family farming in Brampton or other part of Canada for instance, was not caused by immigrants but by corporate consolidation.....which since its being made into a race argument ...is driven largely by white elites. Declining white fertility is likewise a cultural product of hyper-individualism, consumerism, and high divorce rates, lack of kinship-based safety nets, where individual entitlement takes precedence over collective responsibility....and not simply demographic replacement by the brown immigrants. White societies have historically exported systems of domination and resource extraction, destabilizing the very regions whose immigrants they look down upon. What you are witnessing is not the result of immigration, but the unraveling of a culture built on exploitation, entitlement, and disposability.....one that is now collapsing under its own design. None of us are perfect, but folks keep framing this economic crisis in terms of immigration problem, rather than wealthy elite minority vs dispossessed majority, you are never getting this fixed.
Identity Attack0.37507164
Insult0.09563028
Profanity0.045670103
Threat0.010369381
Severe Toxicity0.010375977
Low Tox 0.29771072 Constructive 0.673
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
W Tyler you investigated it like i've been posting like crazy to do....I hope theres a part 2 on this indian problem in Canada
W Tyler you investigated it like i've been posting like crazy to do....I hope theres a part 2 on this indian problem in Canada
Identity Attack0.12735364
Insult0.26957804
Profanity0.043415543
Threat0.007948523
Severe Toxicity0.005722046
Low Tox 0.29771072 Constructive 0.575 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or …
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or racist but I’ve gone to India many times and there everyone is in Canada or something but when they get there they treat it like India, like if ur gonna go to a different country at least respect them . India is a beautiful country with good food it’s just that some (keyword some) people are disrespectful most Indians are like this because of stereotypes so they sometimes feel angry so then they try to get revenge. I’m not saying everyone is like this but I had to get it out because I’m starting to feel annoyed with Indians and other people, Indians also say that the uk stole from them so they are stealing back but that was only uk and only the government not the people. What u see on screens is not actually what India looks like on behalf of the Indian community I would like to say I’m sorry to everyone and every country we have taken over just know not everyone is like this only the Indians who have a ego and think they are better , sorry Canada, America, Australia and any other country
Identity Attack0.33352965
Insult0.17486192
Profanity0.12639372
Threat0.011741633
Severe Toxicity0.017029278
Low Tox 0.295883 Constructive 0.774 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Funny how everyone screams about immigrants and Indians ‘ruining Brampton,’ but no one bats an eye when billions of OUR tax dollars are shipped to Ukraine. The real issue isn’t people trying to make a …
Funny how everyone screams about immigrants and Indians ‘ruining Brampton,’ but no one bats an eye when billions of OUR tax dollars are shipped to Ukraine. The real issue isn’t people trying to make a living — it’s governments that failed to plan for housing, infrastructure, and affordability. Stop blaming immigrants for problems created by bad leadership. we get all the hate while working the jobs many young Canadians don’t even want to show up for. Not all immigrants work on cash and not all of us are the same — we’re out here paying taxes, grinding hard
Identity Attack0.31015682
Insult0.16824563
Profanity0.024472807
Threat0.009230154
Severe Toxicity0.008659363
Low Tox 0.295883 Constructive 0.629
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Women like Vassey, is why we have problems with immigration. They want & do everything they can for non Canadians to get everything free!
Women like Vassey, is why we have problems with immigration. They want & do everything they can for non Canadians to get everything free!
Identity Attack0.29951343
Insult0.16551061
Profanity0.019963788
Threat0.007521313
Severe Toxicity0.008659363
Low Tox 0.295883 Moderate Con 0.363 Policy_Critique
Feb 24, 2026 'We do know that there's …
Enough - we are full. If it was done properly no problem. I have heard from them that Canada is a joke. We need quality, not quantity!!!! GET THEM OUT ALREADY AND FIRE THOSE RESPONSIBLE
Enough - we are full. If it was done properly no problem. I have heard from them that Canada is a joke. We need quality, not quantity!!!! GET THEM OUT ALREADY AND FIRE THOSE RESPONSIBLE
Identity Attack0.060220852
Insult0.16989174
Profanity0.027137227
Threat0.17016006
Severe Toxicity0.0104522705
Low Tox 0.29405528 Moderate Con 0.396 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
The big problem is the management at majority of businesses is Indian so they selectively hire only INDIANS so other ethnicities cannot get jobs
The big problem is the management at majority of businesses is Indian so they selectively hire only INDIANS so other ethnicities cannot get jobs
Identity Attack0.37222284
Insult0.082619295
Profanity0.07643871
Threat0.009281937
Severe Toxicity0.013478675
Low Tox 0.29405528 Moderate Con 0.308
Sep 19, 2025 1,495 likes Inside Canada's Indian Metropolis (Brampton)
🥹.....no privacy rights / freedom that should be. Government is problem it's not immigrants. Government allow criminals enter.
🥹.....no privacy rights / freedom that should be. Government is problem it's not immigrants. Government allow criminals enter.
Identity Attack0.24293575
Insult0.191015
Profanity0.022286616
Threat0.008841781
Severe Toxicity0.00667572
Low Tox 0.2922276 Moderate Con 0.329
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
The problem is there are just to many off them. Then too many have gotten very arrogant saying thing like this our country now. Taking over cities street with loud music for some wedding and …
The problem is there are just to many off them. Then too many have gotten very arrogant saying thing like this our country now. Taking over cities street with loud music for some wedding and to those who also live on the street cannot even park there car or live in there homes due to the loud noise. No permit, just taking over. The other problem the last few years immigrations number have skyrocket and 90% of them our Indians. The government should have never let such a large group from one country enter. Meanwhile as climate change happen a lot of countries will be in trouble and the people will need to go somewhere. Iran has only 3% of there water reserve left. India has ruin there country and so has China with pollution and dumping of heavy metel in river and lakes. Meanwhile the Caribbean is expected to be unlivable in 15 and 20 years. The USA we are expected to lose 100 miles of our coastline. That area is where 50% of Americans lives. Pretty soon it will be everyone for themselves if certain country do not look at the long term picture. Also the lifestyle we are living today is just not sustainable.
Identity Attack0.2783691
Insult0.24835461
Profanity0.07385241
Threat0.01254427
Severe Toxicity0.010681152
Low Tox 0.2922276 Constructive 0.629 Fear_Threat
Dec 7, 2025 Why Canadians Are Turning Against …
When I lived in Toronto I never had any problems except for the bad drivers. At least Toronto streets are cleaned and paved... It's not literally India yet. Brampton is the worst for driving though …
When I lived in Toronto I never had any problems except for the bad drivers. At least Toronto streets are cleaned and paved... It's not literally India yet. Brampton is the worst for driving though seriously.
Identity Attack0.22631748
Insult0.24928534
Profanity0.029888187
Threat0.007029374
Severe Toxicity0.0051879883
Low Tox 0.29039988 Constructive 0.671 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
We need a video on the indian problem in texas, abbott gets way too much credit when he's basically facilitating a full blown invasion, pretty soon texas will be like this.
We need a video on the indian problem in texas, abbott gets way too much credit when he's basically facilitating a full blown invasion, pretty soon texas will be like this.
Identity Attack0.32184324
Insult0.10294484
Profanity0.06044999
Threat0.03649433
Severe Toxicity0.013866014
Low Tox 0.29039988 Moderate Con 0.377
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m a Canadian that lives in Vancouver and I’m not racist, but there are 10x as many Asian/Indian as there is Canadians the migration problem is outa hand
I’m a Canadian that lives in Vancouver and I’m not racist, but there are 10x as many Asian/Indian as there is Canadians the migration problem is outa hand
Identity Attack0.37361985
Insult0.10587067
Profanity0.031641733
Threat0.007832011
Severe Toxicity0.010528564
Low Tox 0.28857216 Constructive 0.548 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's …
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's everywhere ,Europe is completely flooded by immigrants which will never integrate with their culture . Governments don't even want to fix this problem ,those corrupted officials are in fevered of multicultural world without religion and national identity .Without fight and blood on the streets nothing will be changed , I root for Alberta to separate, maybe other provinces will open their eyes then.
Identity Attack0.24150419
Insult0.1935001
Profanity0.0864606
Threat0.029069828
Severe Toxicity0.012962224
Low Tox 0.28674445 Constructive 0.525 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
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)
Canada does not need any student. Canada got enough talent. They let them in so Canada can persuade them to become truck drivers as Canada need lots of truck drivers. All the schools in Brampton …
Canada does not need any student. Canada got enough talent. They let them in so Canada can persuade them to become truck drivers as Canada need lots of truck drivers. All the schools in Brampton and Mississauga are total FRAUD and making money from these students. They should be stopped. I have been to IRCC page and it is extremely easy to let criminals in this country. Forced home invasions, Looting of Beer stores or LCBO. Looting of Jewelry stores. making illegal U turns in and around GTA has become a NORM. Garbage is everywhere. Fireworks is another major problems. They want to do it then do it in India. Don't bring this piece of shit in Canada. We have Canada day and couple others which are celebrated near Downtown Toronto and Niagara Falls. Go and watch. Queen is dead and no reason to have fireworks on stupid Victoria day. Abolish Victoria day or ban fireworks on that day.
Identity Attack0.14233272
Insult0.25205973
Profanity0.026317406
Threat0.011560392
Severe Toxicity0.008964539
Low Tox 0.28674445 Constructive 0.554 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
This is a Big Problem. But the problem was created by short sighted Canadian propaganda. They duped millions of vulnerable young people with false promises! People in Punjab were told by visiting, white Canadian politicians …
This is a Big Problem. But the problem was created by short sighted Canadian propaganda. They duped millions of vulnerable young people with false promises! People in Punjab were told by visiting, white Canadian politicians like Trudeau (who literally dressed up and danced all around India) that they are welcome in Canada and should sell whatever little they had in India and come here. They were poor and gullible and fell for it, and here we are! Canadian Government is FAR FAR stronger than any to-be immigrant group. Indian government pleaded with Canada to watch what kind of characters they were importing (google it)! And guess what Canada still voted for the Liberals! So who should shoulder the bulk of the blame?
Identity Attack0.2764353
Insult0.23704576
Profanity0.03715288
Threat0.009696201
Severe Toxicity0.009765625
Low Tox 0.28674445 Constructive 0.514
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Lawyers like him are a very real problem !!
Lawyers like him are a very real problem !!
Identity Attack0.012441003
Insult0.27146968
Profanity0.018324144
Threat0.00814271
Severe Toxicity0.0034713745
Low Tox 0.2854971 Low Con 0.242 Policy_Critique
Nov 22, 2025 3 likes Quebec Ends Economic Immigration Program …
TURD WURLD PROBLEMS MON
TURD WURLD PROBLEMS MON
Identity Attack0.10221587
Insult0.22770336
Profanity0.26463717
Threat0.013579931
Severe Toxicity0.023076924
Low Tox 0.2854971 Low Con 0.169 Humor_Satire
Aug 26, 2025 Why Canadians Are Turning Against …
Tyler, please come to Turkey and find a solution to the problem of "keko" (street thugs or those who arm themselves and harass people), but be careful, they are dangerous.
Tyler, please come to Turkey and find a solution to the problem of "keko" (street thugs or those who arm themselves and harass people), but be careful, they are dangerous.
Identity Attack0.21866
Insult0.1935001
Profanity0.040910475
Threat0.07399795
Severe Toxicity0.010070801
Low Tox 0.2854971 Constructive 0.585 Comparative_Framing
Feb 22, 2026 Inside Canada's Indian Invasion...
13:44 - “it is great. It’s like you’re sitting here in your own home town”. That’s exactly the problem. It’s not your dump hole home town. They don’t even care to assimilate. They only serve …
13:44 - “it is great. It’s like you’re sitting here in your own home town”. That’s exactly the problem. It’s not your dump hole home town. They don’t even care to assimilate. They only serve themselves and help themselves.
Identity Attack0.026007013
Insult0.24767025
Profanity0.13608865
Threat0.0071070488
Severe Toxicity0.0077819824
Low Tox 0.2854937 Moderate Con 0.37 Identity_Assertion
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada 🇨🇦 has been trying to attract more people from Europe and that has failed for years now because of our winters. Nobody has children like in the past and the demographic of our population …
Canada 🇨🇦 has been trying to attract more people from Europe and that has failed for years now because of our winters. Nobody has children like in the past and the demographic of our population has declined. If we don’t have children, then who’s going to pay for the pensioners to live? All the comments here are just about how crooked the liberals are and not a bad word about PP. If you google him you’ll find that he is worth $95 million and he’s a shareholder of Brookfield and yet he’s a god in the same eyes. Well Carney is a banker and I would expect a banker to have more money than just about anyone. I’m a conservative voter but I am proud to say that I voted for Carney otherwise we would have been sold out to the USA . The problems with immigration is a very strong and should be reviewed and corrected.
Identity Attack0.068465814
Insult0.26957804
Profanity0.05393682
Threat0.0074565844
Severe Toxicity0.0060653687
Low Tox 0.2854903 Constructive 0.748 Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I lived in Brampton for 25 years, so I would like to weigh in. We definitely have an extremely large indian population here. There are a lot of upsides and downsides to that. Some of …
I lived in Brampton for 25 years, so I would like to weigh in. We definitely have an extremely large indian population here. There are a lot of upsides and downsides to that. Some of my best friends are Indian immigrants, some of the people I hate the most are also indian immigrants. With any large group of people, you will always have examples of exceptionally nice people, but also horrible people. Something I noticed a lot recently is that newer immigrants are a lot less interested in learning about Canadian culture, norms, and integration. A lot of my longtime indian friends learnt the Canadian culture, Canadian norms, and wish to work with Canadians. They celebrate christmas, are respectful and polite, and are otherwise outstanding Canadian Citizens. A lot of the newer problems in Brampton can make it unattractive for others. Lots of loud music blaring, street racing waking you up at 4am in the morning, fireworks at 3am for no apparent reason, etc.
Identity Attack0.36702603
Insult0.1669316
Profanity0.15812257
Threat0.01254427
Severe Toxicity0.014705247
Low Tox 0.2854903 Constructive 0.842
Nov 5, 2025 223 likes Inside Canada's Indian Metropolis (Brampton)
The country of India have NOT fix is overpopulation problem.. So the people of India will happily flood into other countries, including the United States of America, with Great Numbers.. A clear-cut invasion.. And WEAK …
The country of India have NOT fix is overpopulation problem.. So the people of India will happily flood into other countries, including the United States of America, with Great Numbers.. A clear-cut invasion.. And WEAK Nations trying to play nice, will allow them to..
Identity Attack0.2846865
Insult0.11616662
Profanity0.055940874
Threat0.021472665
Severe Toxicity0.018384963
Low Tox 0.2854903 Low Con 0.212 Fear_Threat
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
They should hire young adults like the old days instead of ppl of imagination or maybe wyt ppl should stop being lazy and do the hard labor jobs... problem solved
They should hire young adults like the old days instead of ppl of imagination or maybe wyt ppl should stop being lazy and do the hard labor jobs... problem solved
Identity Attack0.038425524
Insult0.2659317
Profanity0.073529124
Threat0.008285114
Severe Toxicity0.0059509277
Low Tox 0.2854869 Low Con 0.231 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …

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.