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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: "In India, there is no …" 2,270 comments · Page 67 of 91
I cannot believe I am living in New India.
I cannot believe I am living in New India.
Identity Attack0.16993292
Insult0.034562174
Profanity0.035399333
Threat0.00951496
Severe Toxicity0.006904602
Low Tox 0.17111848 Moderate Con 0.396 Identity_Assertion
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I work with someone Sikh. He happens to live in Brampton. So what? He's a great guy and he works hard. He's probably first generation, and he's as Canadian as anyone else I know. Everything …
I work with someone Sikh. He happens to live in Brampton. So what? He's a great guy and he works hard. He's probably first generation, and he's as Canadian as anyone else I know. Everything I'm reading here is exactly what people once said about Irish and Italians. Give everyone some time to learn what being Canadian is all about. For the record I'm white and I've lived all my life, but I don't live in Barampton. I'm also first generation in this country, but I get a pass because my parents came here from Scotland, not India. That's not fair.
Identity Attack0.16587129
Insult0.054376744
Profanity0.058946952
Threat0.008893564
Severe Toxicity0.0062561035
Low Tox 0.17111848 Constructive 0.847 Moral_Argument
Sep 20, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
“It’s like home”. You know what’s even more like home? INDIA!
“It’s like home”. You know what’s even more like home? INDIA!
Identity Attack0.15303208
Insult0.03885912
Profanity0.024404489
Threat0.008466354
Severe Toxicity0.0074386597
Low Tox 0.17111848 Moderate Con 0.443 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Carney just rubberstamped tens(hundred of?) of thousands of them. As if we don't have a pile of housing issues, food issues and so on. Why are they claiming asylum? India is a democracy. They also …
Carney just rubberstamped tens(hundred of?) of thousands of them. As if we don't have a pile of housing issues, food issues and so on. Why are they claiming asylum? India is a democracy. They also have no civic manners.
Identity Attack0.120924085
Insult0.06407392
Profanity0.019485557
Threat0.0089712385
Severe Toxicity0.0038337708
Low Tox 0.17025198 Constructive 0.527
Oct 1, 2025 IRCC Names India in Study …
Brampton is basically India! 😅😅😅😅😅
Brampton is basically India! 😅😅😅😅😅
Identity Attack0.11860296
Insult0.047935467
Profanity0.05393682
Threat0.008272167
Severe Toxicity0.0075149536
Low Tox 0.17025198 Low Con 0.268 Identity_Assertion
Sep 20, 2025 30 likes Inside Canada's Indian Metropolis (Brampton)
to the people angry at immegration i have a few questions . the immegrants bharampton whos country are they working for india or canada ? where would the money that they produce go to india …
to the people angry at immegration i have a few questions . the immegrants bharampton whos country are they working for india or canada ? where would the money that they produce go to india or canada ? where would they live and help make better . so let me ask u what is ur problem with immegration when ur the country that benefiting from it ? when u are having new jobs , a better demographics etc etc from this deal why hate them ? also no u cant just issue political assylum in canada . u need a student visa u have to work for it as well
Identity Attack0.10757765
Insult0.0670459
Profanity0.024951037
Threat0.0077025536
Severe Toxicity0.0043296814
Low Tox 0.1693855 Constructive 0.685 Economic_Argument
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
How can be ppl from India NATIONALISTIC if they now live in CANADA??
How can be ppl from India NATIONALISTIC if they now live in CANADA??
Identity Attack0.17614605
Insult0.03489272
Profanity0.01805087
Threat0.006977591
Severe Toxicity0.00459671
Low Tox 0.1693855 Moderate Con 0.315 Question
Sep 19, 2025 56 likes Inside Canada's Indian Metropolis (Brampton)
@TylerOliveira: 4 weeks ago, huh? No research at all on this. Wanna know HOW I know? I'm Canadian. You do know that Tim Hortons is an >American< company now... right? Been that way since 1995... …
@TylerOliveira: 4 weeks ago, huh? No research at all on this. Wanna know HOW I know? I'm Canadian. You do know that Tim Hortons is an >American< company now... right? Been that way since 1995... loooong before THentered India. Wanna know how I knew that? *>I RESEARCHED IT<*. Please stop blaming us for the bad choices of Mericans. Research or don't bother... seriously.
Identity Attack0.07177465
Insult0.06407392
Profanity0.023721304
Threat0.00756015
Severe Toxicity0.003604889
Low Tox 0.1693855 Moderate Con 0.476 Policy_Critique
Feb 25, 2026 Inside Canada's Indian Invasion...
I went to Brampton last week and whole city seems like it's Punjab of India or Pakistan 😂
I went to Brampton last week and whole city seems like it's Punjab of India or Pakistan 😂
Identity Attack0.18158256
Insult0.03511308
Profanity0.066963166
Threat0.010680079
Severe Toxicity0.006828308
Low Tox 0.1693855 Moderate Con 0.469
Dec 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian crowd in India is 10x better than Indian crowd in Canada.
Indian crowd in India is 10x better than Indian crowd in Canada.
Identity Attack0.19100772
Insult0.034782536
Profanity0.020442016
Threat0.0068999166
Severe Toxicity0.004501343
Low Tox 0.1693855 Low Con 0.248
Sep 19, 2025 57 likes Inside Canada's Indian Metropolis (Brampton)
One year of newborn baby in India can replace entire Canada population
One year of newborn baby in India can replace entire Canada population
Identity Attack0.1508922
Insult0.030154925
Profanity0.023584666
Threat0.029415153
Severe Toxicity0.0077056885
Low Tox 0.1693855 Low Con 0.136
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
BTW indian government warned canadian government about illigal migration and extremist in canada to extradite to india
BTW indian government warned canadian government about illigal migration and extremist in canada to extradite to india
Identity Attack0.18468912
Insult0.03885912
Profanity0.01535229
Threat0.008919456
Severe Toxicity0.00333786
Low Tox 0.16851899 Low Con 0.248 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I am Canadian and this is so upsetting to me I can’t even watch it. Even the small town I live in is being taken over by them. It’s time for a right wing revolution …
I am Canadian and this is so upsetting to me I can’t even watch it. Even the small town I live in is being taken over by them. It’s time for a right wing revolution in Canada. Our politicians sold us out. There Is one and a half billion people in India. Canada has 35 million. If one Percent of India comes here, Canada is done.
Identity Attack0.13591312
Insult0.053205602
Profanity0.017709278
Threat0.01101667
Severe Toxicity0.0042533875
Low Tox 0.16851899 Constructive 0.567
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
What's the border of India and Pakistan? Bovaird & Hwy 10 That was a joke.... from the 2000s!
What's the border of India and Pakistan? Bovaird & Hwy 10 That was a joke.... from the 2000s!
Identity Attack0.1015541
Insult0.061101943
Profanity0.023721304
Threat0.008789998
Severe Toxicity0.004310608
Low Tox 0.16765249 Moderate Con 0.365 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Are there any East Indians left in India? Or they all come to Canada?
Are there any East Indians left in India? Or they all come to Canada?
Identity Attack0.21075934
Insult0.035443626
Profanity0.019690514
Threat0.007793174
Severe Toxicity0.004863739
Low Tox 0.16765249 Low Con 0.224
Sep 11, 2025 Why Canadians Are Turning Against …
If you live near here... you know how bad it is. The entire city is little india, signage is all in a different language - fine sure, until yous ee the crime statisics and thecheap …
If you live near here... you know how bad it is. The entire city is little india, signage is all in a different language - fine sure, until yous ee the crime statisics and thecheap house prices + high insurance costs. It's turning into a mini Detroit.
Identity Attack0.10409598
Insult0.06634661
Profanity0.02249157
Threat0.0071847234
Severe Toxicity0.0037574768
Low Tox 0.16765249 Constructive 0.584 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Thats it.. Fewer job oppurtinities in India, make easy money. Thats it. The rest is bunkum.
Thats it.. Fewer job oppurtinities in India, make easy money. Thats it. The rest is bunkum.
Identity Attack0.1015541
Insult0.07016616
Profanity0.054938845
Threat0.007961469
Severe Toxicity0.004310608
Low Tox 0.16678599 Low Con 0.18 Economic_Argument
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
They come from private one room universities in India without any acredition or check how they graduated. Money works and fake degrees are allotted.
They come from private one room universities in India without any acredition or check how they graduated. Money works and fake degrees are allotted.
Identity Attack0.10221587
Insult0.07333439
Profanity0.017914234
Threat0.006770459
Severe Toxicity0.0028800964
Low Tox 0.16678599 Low Con 0.215 Unverified_Claim
Mar 2, 2026 Inside Canada's Indian Invasion...
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)
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...
India the new china
India the new china
Identity Attack0.17226285
Insult0.061276767
Profanity0.04266402
Threat0.01238892
Severe Toxicity0.010299683
Low Tox 0.16591948 Moderate Con 0.306 Comparative_Framing
Mar 2, 2026 Inside Canada's Indian Invasion...
When Canada would turn to india, were would they go
When Canada would turn to india, were would they go
Identity Attack0.16587129
Insult0.03588435
Profanity0.021056883
Threat0.009281937
Severe Toxicity0.0051498413
Low Tox 0.16591948 Low Con 0.202 Question
Jan 28, 2026 Inside Canada's Indian Metropolis (Brampton)
I feel bad for Canada I seen their side of Niagara Falls and I honestly thought it was India at first for a sec
I feel bad for Canada I seen their side of Niagara Falls and I honestly thought it was India at first for a sec
Identity Attack0.12440576
Insult0.04383647
Profanity0.024062896
Threat0.0083886795
Severe Toxicity0.0037384033
Low Tox 0.16591948 Moderate Con 0.444 Humor_Satire
Jan 27, 2026 461 likes Inside Canada's Indian Invasion...
Here in montreal, every single tim Hortons employee's are from India. I have nothing against it. it's just Strange
Here in montreal, every single tim Hortons employee's are from India. I have nothing against it. it's just Strange
Identity Attack0.16159154
Insult0.04852104
Profanity0.01893901
Threat0.0064468146
Severe Toxicity0.00333786
Low Tox 0.165053 Constructive 0.527 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
I grew up in Brampton and I immigrated from India in the early 2000s, one thing that's not mentioned is the recent (2024) riots between Sikhs and Hindus. When I was growing up in Brampton, …
I grew up in Brampton and I immigrated from India in the early 2000s, one thing that's not mentioned is the recent (2024) riots between Sikhs and Hindus. When I was growing up in Brampton, I had friends who were Sikhs, Pakistani Muslims, Chinese Christians, Hindus, Black, and White. The Sikh seniors used to say good morning to us on the morning walks to school and everyone got along because we accepted that bringing the racial/ethnic conflict from India to Canada was wrong. Recently, there have been tensions, fights, riots, and clashes between Hindu and Sikh Nationalists because the government is not actively filtering for quality immigrants anymore and the people being lured to this country are the ones who can't understand that this is wrong. This would have been unheard of 10 years ago.
Identity Attack0.22261032
Insult0.05086332
Profanity0.02433617
Threat0.011327368
Severe Toxicity0.005531311
Low Tox 0.165053 Constructive 0.829
Sep 18, 2025 2,355 likes Inside Canada's Indian Metropolis (Brampton)

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.