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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

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Active: "There all INDIANS!" 4,309 comments · Page 147 of 173
That Indian lady…. That’s the type of immigrant we want. In the US, I’d welcome her anytime. If I wanted/had to immigrate to another country, I couldn’t imagine not working hard and giving back to …
That Indian lady…. That’s the type of immigrant we want. In the US, I’d welcome her anytime. If I wanted/had to immigrate to another country, I couldn’t imagine not working hard and giving back to that country for the opportunity.
Identity Attack0.17303948
Insult0.035774168
Profanity0.019348921
Threat0.006874025
Severe Toxicity0.004348755
Low Tox 0.16678599 Constructive 0.644 Solidarity
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
I lived in Malton in the 1980s when the Sikhs arrived. We were naive in our approach to these newcomers. They bought homes and filled them with up to 25 people breaking property standards. They …
I lived in Malton in the 1980s when the Sikhs arrived. We were naive in our approach to these newcomers. They bought homes and filled them with up to 25 people breaking property standards. They bought the local school and filled the classrooms with cots for new arrivals. Nothing was monitored. Local police worked tirelessly dealing with cultural differences. They demanded rights! I was refused service in one of their stores. Crime went up by 27%, and research revealed that 7% of students in Mississauga were psychopaths from exposure to war and violence! Then, an Indian friend told me that after Ghandi's daughter's assassination, they went from one village after another, robbing and killing in order to get out of India. Thus, the $5000 cookie jar reference. His car was stolen. Working at the birth registry office, he observed they changed their identity and falsified documents. My 13 year old daughter was thrown up against a wall, and a ceremonial knife was put to her throat. Rapes were happening at the high school. I should have called the police many times, and I deeply regret not stopping this intrusion into our Canadian culture. Hazel, the mayor the time at least, stopped the construction of monster homes. Their sense of supremacy was tangible. It's well past the time to deal with unregistered apts, finding true identities and turning to the Indians made victims of the ruthless greed to get the truth.
Identity Attack0.10221587
Insult0.07365121
Profanity0.035649836
Threat0.01052473
Severe Toxicity0.005836487
Low Tox 0.16678599 Constructive 0.737 Personal_Narrative
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
You’re telling me it’s legal to ride an Indian 🛺 rickshaw on a Canadian freeway?!?!
You’re telling me it’s legal to ride an Indian 🛺 rickshaw on a Canadian freeway?!?!
Identity Attack0.15303208
Insult0.04383647
Profanity0.02119352
Threat0.0083886795
Severe Toxicity0.0049591064
Low Tox 0.16678599 Low Con 0.267
Jan 27, 2026 Inside Canada's Indian Invasion...
Every Indian who lives overseas believes India is a super power and Canada is a developing country.
Every Indian who lives overseas believes India is a super power and Canada is a developing country.
Identity Attack0.20483385
Insult0.03768798
Profanity0.019895468
Threat0.0062914654
Severe Toxicity0.004196167
Low Tox 0.16591948 Moderate Con 0.355 Comparative_Framing
Jan 29, 2026 10 likes Inside Canada's Indian Invasion...
Indians must observe local laws,
Indians must observe local laws,
Identity Attack0.17769934
Insult0.029053112
Profanity0.033645786
Threat0.011172019
Severe Toxicity0.005607605
Low Tox 0.16591948 Low Con 0.209 Policy_Critique
Feb 13, 2026 Inside Canada's Indian Invasion...
Not indian, punjabi
Not indian, punjabi
Identity Attack0.17614605
Insult0.071433455
Profanity0.069969244
Threat0.009929225
Severe Toxicity0.010528564
Low Tox 0.16591948 Low Con 0.222 Identity_Assertion
Sep 19, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
they are sikh canadian not indian. haryanvis and hindus live in canada and support india
they are sikh canadian not indian. haryanvis and hindus live in canada and support india
Identity Attack0.23239216
Insult0.04149419
Profanity0.021535112
Threat0.006686311
Severe Toxicity0.0041770935
Low Tox 0.165053 Low Con 0.299 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Why would Indians want to go to USA when they're doing fine there in Canada? It's cold but there's no risk of ICE
Why would Indians want to go to USA when they're doing fine there in Canada? It's cold but there's no risk of ICE
Identity Attack0.18158256
Insult0.033019636
Profanity0.027410502
Threat0.007327127
Severe Toxicity0.004787445
Low Tox 0.165053 Low Con 0.291
Jan 27, 2026 Inside Canada's Indian Invasion...
I live near Montreal and there are a lot of indians like everywhere in Montreal like if it's a free for all
I live near Montreal and there are a lot of indians like everywhere in Montreal like if it's a free for all
Identity Attack0.17303948
Insult0.045593183
Profanity0.04516909
Threat0.009592636
Severe Toxicity0.00667572
Low Tox 0.165053 Moderate Con 0.484 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada lowkey sent 25k Indians back to India in 2025. It was all hush hush hush
Canada lowkey sent 25k Indians back to India in 2025. It was all hush hush hush
Identity Attack0.1714862
Insult0.033570543
Profanity0.018187506
Threat0.008272167
Severe Toxicity0.004711151
Low Tox 0.165053 Low Con 0.247 Unverified_Claim
Feb 24, 2026 Inside Canada's Indian Invasion...
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive …
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive Indian increase in the population is due to Trudeau's immigration policy, the indians did not jump over the border as some of the comments suggest, they mostly came here legally, and this was done without broad agreement of the Canadian population as a whole. Canadian population went from being 30 million inhabitants to 40 millions in just over a decade, a massive population increase in a short time due mostly to Indian immigration with huge impact on housing , cost of housing, infrastructure, jobs, taxes, etc... The liberals have a lot to answer for the disaster which Canada has become in the last 10 years and yes they got rid off Trudeau, but they are still in power, stiffling the potential economic growth of Canada which should be a rich country instead of being a country where many people live from pay cheques to pay cheques.
Identity Attack0.17226285
Insult0.053791173
Profanity0.01982715
Threat0.0072365063
Severe Toxicity0.0044059753
Low Tox 0.165053 Constructive 0.801
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I wonder if they discussed how when Indian students who unalive themselves in Canada, the deaths are not treated as such. There are many families who have the remains of their kids (usually young males) …
I wonder if they discussed how when Indian students who unalive themselves in Canada, the deaths are not treated as such. There are many families who have the remains of their kids (usually young males) repatriated and the death is left unclear. The gov’t of Canada has been obfuscating many such deaths. Was it the Canadian govt fully at fault for the deaths? Not quite… these students are often met with predatory individuals who take advantage of their vulnerable situations: such as predatory landlords who have sometimes 15 or more students renting one house, or unjust working conditions because the employer knows that the immigrants citizenship hopes are tied to the job, etc etc. Ultimately, it’s the Canadian government turning a blind eye to these realities and trying to make the deaths appear due to things other than unalive attempts. This shouldn’t be surprising considering the way the Canadian government has been pushing dystopian legislation around their medically assisted dying program (MAiD). Canada’s medically assisted dying program has the least guardrails of any program of that type in other countries. Not just this, but the legislation for MAiD comes at a time when Canada’s healthcare and mental healthcare systems are collapsing. Trudeau said he would address this with one his re-election promises in 2021: he promised 5 billion for mental health programs. I’ve worked in the field for almost 20 years with youth and that money never arrived, nor has any serious attempt to fund programs occurred since the brutal Canadian pandemic policies massively exacerbated the youth mental health crisis. Perhaps one day someone will be able to trace how the 5 Billion promised was send off in provincial transfers that did not benefit any programs and likely only helped pay for all the upper management, because Canada’s healthcare, education and mental health care systems are absurdly top-heavy. Canada becomes moral dystopian by the day, with regular folks (working class, blue collar, low-income) bearing the burden. Everyday more people join the rank of the oppressed regular people while a few who work in the government or favored industries are overpaid and the stats around all of this corruption are further obfuscated and buried. And as all this occurs, you see bureaucrats like the on in this video smug in their knowledge that most Canadians will never learn how dark the truth is.
Identity Attack0.10221587
Insult0.06722072
Profanity0.018734055
Threat0.024235269
Severe Toxicity0.004386902
Low Tox 0.165053 Constructive 0.679
Sep 30, 2025 1 likes IRCC Names India in Study …
If 2% of Indians emigrated to Canada they would make up half the population.
If 2% of Indians emigrated to Canada they would make up half the population.
Identity Attack0.19495805
Insult0.029493837
Profanity0.019963788
Threat0.007935578
Severe Toxicity0.004119873
Low Tox 0.165053 Low Con 0.168
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
wonderful channel ! There are several issues at play. Firstly, Canada belongs to the natives. Secondly. ENGLISH testing needs to be administered prior to arrival. Thirdly, every culture/religion can benefit others , this way society …
wonderful channel ! There are several issues at play. Firstly, Canada belongs to the natives. Secondly. ENGLISH testing needs to be administered prior to arrival. Thirdly, every culture/religion can benefit others , this way society ideally can co-exist. The concern is the extreme bullying from new immigrants - INDIANS. I do not see any other nation BULLYING the rest of the population. Lets be honest, the government needs tax paying citizens to support the economy. Canadians stop being polite and speak up.
Identity Attack0.12208464
Insult0.0623257
Profanity0.01887069
Threat0.008531082
Severe Toxicity0.0040626526
Low Tox 0.1641865 Constructive 0.719 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Is it safe for Indians to stay there?
Is it safe for Indians to stay there?
Identity Attack0.19298288
Insult0.029493837
Profanity0.02392626
Threat0.008401625
Severe Toxicity0.0046539307
Low Tox 0.1641865 Low Con 0.273
Nov 26, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and …
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and with calmness, quietly, with ZERO Levels of loudness or aggression. Friendly introduce yourself, smile, and ask them a very simple questions: "Excuse me, I believe that you are from India" If the answer is Yes then ask this POLITELY: "Why are you here in Canada?" If they answer "Work", then a third question is possible. "Many Indians say that they do not like Canada, weather, religion, food, etc "a recent poll said that less than ONE PERCENT of Single Indian women will ever date a non-Indian Canadian citizen". I am curious who gave you the instructions to never date White Canadian Men? And i am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? " Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.17536941
Insult0.054376744
Profanity0.027683776
Threat0.008841781
Severe Toxicity0.005836487
Low Tox 0.1641865 Constructive 0.746 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
There are two punjabs the real punjab is in india and one punjab is in pakistan so ask them because indian punjabi will never say tey come from punjab they say they come from india
There are two punjabs the real punjab is in india and one punjab is in pakistan so ask them because indian punjabi will never say tey come from punjab they say they come from india
Identity Attack0.20680901
Insult0.0623257
Profanity0.06295506
Threat0.011560392
Severe Toxicity0.009651184
Low Tox 0.1641865 Moderate Con 0.349 Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
You, Canadians, should've thought of all this when you opened your doors to every Indian, Pakistani, Bangladeshi and so on! It's not too late to stop this wave, though. The problem is unlike what you …
You, Canadians, should've thought of all this when you opened your doors to every Indian, Pakistani, Bangladeshi and so on! It's not too late to stop this wave, though. The problem is unlike what you think Canada is not democracy! Democracy, Human Rights, Inclusion, Multi-Culturalism, etc., are all the terms and phrases that Governments have created and defined them they way them wanted them and for their own benefits to generate more revenue and care less about their own people!
Identity Attack0.16587129
Insult0.04852104
Profanity0.013780965
Threat0.0069646453
Severe Toxicity0.004005432
Low Tox 0.16331999 Constructive 0.515
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Great news for Canada! India has made major trade deals with the EU and the US. I think Indians won't care about Canada anymore.
Great news for Canada! India has made major trade deals with the EU and the US. I think Indians won't care about Canada anymore.
Identity Attack0.18468912
Insult0.033901088
Profanity0.01764096
Threat0.0078449575
Severe Toxicity0.0031280518
Low Tox 0.16331999 Moderate Con 0.462 Comparative_Framing
Feb 3, 2026 Inside Canada's Indian Invasion...
I remember the day I presented my citizenship exam, there were were people who did not even read, write or speak English. Not only Indians, but Chinese as well. How is that even possible? I …
I remember the day I presented my citizenship exam, there were were people who did not even read, write or speak English. Not only Indians, but Chinese as well. How is that even possible? I studied and learned English to fit in and be where I am now, why is this standard so skewed for people from former Asian, British colonies?
Identity Attack0.16373143
Insult0.055547886
Profanity0.02344803
Threat0.0067186756
Severe Toxicity0.0035095215
Low Tox 0.16331999 Constructive 0.701 Personal_Narrative
Oct 11, 2025 IRCC Names India in Study …
I’m from Barbados. I went to Canada for the first time last year and was shocked to see so many Indians. I thought I was in India.
I’m from Barbados. I went to Canada for the first time last year and was shocked to see so many Indians. I thought I was in India.
Identity Attack0.22261032
Insult0.03489272
Profanity0.023994578
Threat0.007832011
Severe Toxicity0.0043678284
Low Tox 0.16331999 Constructive 0.576 Personal_Narrative
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
Ask that Sikh how would he feel if his city back in India was Muslim Indian majority .,,
Ask that Sikh how would he feel if his city back in India was Muslim Indian majority .,,
Identity Attack0.18705739
Insult0.061451588
Profanity0.025770858
Threat0.010654188
Severe Toxicity0.0064468384
Low Tox 0.16245349 Moderate Con 0.311
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
There are many Korean, China, and Japanese towns across north America but when Indians move in it's all of a sudden a problem to some people??
There are many Korean, China, and Japanese towns across north America but when Indians move in it's all of a sudden a problem to some people??
Identity Attack0.19495805
Insult0.03335018
Profanity0.019895468
Threat0.007586042
Severe Toxicity0.0037002563
Low Tox 0.16245349 Moderate Con 0.442 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I noticed Indian Hindus blend but others stay in a community they know and miss out on opportunities.
I noticed Indian Hindus blend but others stay in a community they know and miss out on opportunities.
Identity Attack0.18705739
Insult0.04852104
Profanity0.024814399
Threat0.0076637166
Severe Toxicity0.0043678284
Low Tox 0.16158698 Constructive 0.571
Sep 29, 2025 1 likes Why Canadians Are Turning Against …
I'm not a fan of Brampton and its true we have too many Indians in Canada who don't try to assimilate and create problems but not all of them are bad and its not good …
I'm not a fan of Brampton and its true we have too many Indians in Canada who don't try to assimilate and create problems but not all of them are bad and its not good to judge an entire country based on a few individuals.
Identity Attack0.1714862
Insult0.054962315
Profanity0.015591404
Threat0.006848133
Severe Toxicity0.0028800964
Low Tox 0.16158698 Constructive 0.722
Jan 27, 2026 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.