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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: "From Canada. This is the …" 6,088 comments · Page 46 of 244
These Indian economic migrants have turned Canada into a cesspit and 3rd world country.
These Indian economic migrants have turned Canada into a cesspit and 3rd world country.
Identity Attack0.5135796
Insult0.43450394
Profanity0.110447146
Threat0.008686432
Severe Toxicity0.023076924
Moderate 0.46716887 Low Con 0.183 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why don't you tell the real story in India they have guys right in the airports selling you fake id and passports to get in to Canada. This is a business to india to come …
Why don't you tell the real story in India they have guys right in the airports selling you fake id and passports to get in to Canada. This is a business to india to come to Canada and scam people not all but most are scammers.
Identity Attack0.38318536
Insult0.5129801
Profanity0.094542764
Threat0.010291707
Severe Toxicity0.017287504
Moderate 0.46716887 Constructive 0.542 Insult Unverified_Claim
Dec 24, 2025 31 likes Deportations From Canada at Their …
The main fraud is indian officials working in Canada Government sectors. They take bribe to approve indian visas with fake documents. fire all indian born officials first
The main fraud is indian officials working in Canada Government sectors. They take bribe to approve indian visas with fake documents. fire all indian born officials first
Identity Attack0.55044734
Insult0.35849577
Profanity0.0913099
Threat0.16699752
Severe Toxicity0.023076924
Moderate 0.46716887 Low Con 0.162 Identity Attack
Oct 1, 2025 IRCC Names India in Study …
DOIG FORDS BRAIN OIS BROKEN! How did so many immigrants enter Canada ? Canada doesn’t need your population method Thank you very much! DEPORT EVERYONE and life in this country will return to being peaceful
DOIG FORDS BRAIN OIS BROKEN! How did so many immigrants enter Canada ? Canada doesn’t need your population method Thank you very much! DEPORT EVERYONE and life in this country will return to being peaceful
Identity Attack0.3817989
Insult0.4596616
Profanity0.0569429
Threat0.03373172
Severe Toxicity0.023176458
Moderate 0.46716887 Low Con 0.228
Aug 26, 2025 Why Canadians Are Turning Against …
Because Canadian politicians are, like in essentially every country, in bed with the wealth class so they green lit a wildly retarded immigration policy to flood Canada with cheap labour and suppress wages. There was …
Because Canadian politicians are, like in essentially every country, in bed with the wealth class so they green lit a wildly retarded immigration policy to flood Canada with cheap labour and suppress wages. There was never a real labour shortage in all but and extremely limited number of industries in Canada. Indians and Pakistani's make zero effort to integrate even learn basic English. They aren't stupid. They want to overpopulate areas so that they don't even have to bother integrate. Make no mistake, this isn't a Liberal or Conservative issue. Canada's reckless immigration policy is a war being waged by the wealthy on the rest of us.
Identity Attack0.39461556
Insult0.5101222
Profanity0.17803068
Threat0.00967031
Severe Toxicity0.023076924
Moderate 0.46716887 Moderate Con 0.469 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
First of all Canada 🇨🇦 is not white people's country. It was stolen from the Native indigenous people. Secondly, I am not Indian but Indians have controlled all the big businesses Canada has. Third None …
First of all Canada 🇨🇦 is not white people's country. It was stolen from the Native indigenous people. Secondly, I am not Indian but Indians have controlled all the big businesses Canada has. Third None white people will take over this stolen land , the reason is they work harder than the fat guy on the bike, that fat guy on the bike being racist against the 54 African countries show his true color. He was born in Canada and he can't even afford buying a $3,000 vehicle, he rides $50 dollars bike in -30 Canada winter because he is lazy and racist. The lazy and racist people can't even afford a good lifestyle!!! Indians and Africans owns big real estate properties and business. But the fat racist guy on the bike can only afford KFC Toonie Tuesday 2 dollars chicken and Burger Kings 3 dollars Burger. Again NO ONE IS ILLEGAL ON STOLEN LAND 😅😂 GOD BLESS INDIANS 🙏 GOD BLESS AFRICANS THE RACIST WILL DECLINE
Identity Attack0.48915586
Insult0.47020787
Profanity0.09992486
Threat0.013321015
Severe Toxicity0.023317307
Moderate 0.46716887 Moderate Con 0.458 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is completely cooked, man. I hate living here.
Canada is completely cooked, man. I hate living here.
Identity Attack0.46028158
Insult0.35677677
Profanity0.20262444
Threat0.009437286
Severe Toxicity0.023076924
Moderate 0.46716887 Moderate Con 0.362 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
1:32 yea bro idk ow much u know ab canada these days but all the w ppl r crack heads lmfao
1:32 yea bro idk ow much u know ab canada these days but all the w ppl r crack heads lmfao
Identity Attack0.27682206
Insult0.4339631
Profanity0.2666764
Threat0.058826666
Severe Toxicity0.023692908
Moderate 0.46716887 Low Con 0.286 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
What's the suprise 😂 here? Canada's the hub of terrorism
What's the suprise 😂 here? Canada's the hub of terrorism
Identity Attack0.16617975
Insult0.21248518
Profanity0.00037376265
Threat0.0026304326
Severe Toxicity0.00001560253
Moderate 0.46584904
Dec 8, 2025 2 likes
Canada is a joke now. Why would you want Muslim in your country cause theirs is so great. I can’t wait till it collapses left 4 years ago and I’ll never be back
Canada is a joke now. Why would you want Muslim in your country cause theirs is so great. I can’t wait till it collapses left 4 years ago and I’ll never be back
Identity Attack0.55044734
Insult0.3388922
Profanity0.11601777
Threat0.045895394
Severe Toxicity0.023270357
Moderate 0.4645176 Moderate Con 0.321 Identity Attack
Aug 27, 2025 Why Canadians Are Turning Against …
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to …
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to be homeless because i couldnt find a job. I know for a fact im not the only one, all my friends are in the same situation. They only hire their own, we pay the highest tax in all of north America. If you want my opinion, i HATE them all equally just as much as i HATE canada. As a Canadian, i beg America to annex Canada. We need ice here too, and our government is run my the CCP. Im 25 and im this close from disappearing myself….
Identity Attack0.46028158
Insult0.43296707
Profanity0.25458565
Threat0.019055385
Severe Toxicity0.023880709
Moderate 0.4645176 Constructive 0.687 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
They're taking over Canada like crazy, can't even view niagara falls without a sardar and his family of 15 hogging the viewpoints and they are also quite dirty but not as dirty as those in …
They're taking over Canada like crazy, can't even view niagara falls without a sardar and his family of 15 hogging the viewpoints and they are also quite dirty but not as dirty as those in australia or india themselves, some are nice to be fair, like my familys personal driver is actually very kind and nice but then you have like 100s of illegals especially some of them running scams
Identity Attack0.36702603
Insult0.5130944
Profanity0.11230402
Threat0.010654188
Severe Toxicity0.020127986
Moderate 0.4645176 Constructive 0.666 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Creepy corrupt Carney has a God savior complex that will destroy Canada totally. The most dangerous man in Canada now. A dictator and communist. Recall in book Values, his biggest hero is Karl Marx the …
Creepy corrupt Carney has a God savior complex that will destroy Canada totally. The most dangerous man in Canada now. A dictator and communist. Recall in book Values, his biggest hero is Karl Marx the father of communism.
Identity Attack0.073429056
Insult0.5130944
Profanity0.04592061
Threat0.02613456
Severe Toxicity0.015867263
Moderate 0.4645176 Low Con 0.16 Insult
Jun 19, 2025 1 likes How Canada broke its immigration …
The liberals have destroyed Canada by importing millions of Indians.
The liberals have destroyed Canada by importing millions of Indians.
Identity Attack0.55044734
Insult0.3126888
Profanity0.06646215
Threat0.04132889
Severe Toxicity0.023076924
Moderate 0.4645176 Low Con 0.155 Identity Attack Policy_Critique
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
That's how the natives felt when the whites invaded Canada. Do you see the hypocrisy & bigotry? The really scary part, racism and bigotry is going main stream and no one is bothered by it. …
That's how the natives felt when the whites invaded Canada. Do you see the hypocrisy & bigotry? The really scary part, racism and bigotry is going main stream and no one is bothered by it. That how things started in the 1930s and those of you aware of the history know what happened next. It started with the Jews, but totally about 550 million people dies as a result of such evil actions. So, you are starting with the Indians, then the Muslims and Africans, but you'll be the next...
Identity Attack0.5135796
Insult0.40243408
Profanity0.05393682
Threat0.025616571
Severe Toxicity0.023076924
Moderate 0.46186632 Constructive 0.518 Identity Attack Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada has become a breeding ground for Khalistani terrorists who aim to destroy India by separating the state of Punjab from Canada. These Khalistani terrorists, originating from Punjab, have killed numerous Hindus in India.
Canada has become a breeding ground for Khalistani terrorists who aim to destroy India by separating the state of Punjab from Canada. These Khalistani terrorists, originating from Punjab, have killed numerous Hindus in India.
Identity Attack0.5135796
Insult0.37846634
Profanity0.09260304
Threat0.34804323
Severe Toxicity0.02458496
Moderate 0.46186632 Moderate Con 0.381 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is being ruled by a globalist criminal cartel. Arrest the traitors in Ottawa. Immigration becomes warfare when a country stops building homes and imports 1.2 MILLION people a year. Arrest the globalist traitors in …
Canada is being ruled by a globalist criminal cartel. Arrest the traitors in Ottawa. Immigration becomes warfare when a country stops building homes and imports 1.2 MILLION people a year. Arrest the globalist traitors in Ottawa.
Identity Attack0.38176915
Insult0.46625584
Profanity0.18049006
Threat0.14485972
Severe Toxicity0.023076924
Moderate 0.46186632 Low Con 0.147
Aug 31, 2025 8 likes Why Canadians Are Turning Against …
It’s absolutely disgusting how Canada’s becoming India 2.0.
It’s absolutely disgusting how Canada’s becoming India 2.0.
Identity Attack0.44690517
Insult0.47384647
Profanity0.089370176
Threat0.007547205
Severe Toxicity0.020127986
Moderate 0.46186632 Low Con 0.239
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The Highest Immigrants to Canada are Khalistani Anti-Indian Punjabis (the Punjabis in India are not Khalistani). Khalistan will be established in Canada before its ever established in India, thats so sad. Anyways yall can have …
The Highest Immigrants to Canada are Khalistani Anti-Indian Punjabis (the Punjabis in India are not Khalistani). Khalistan will be established in Canada before its ever established in India, thats so sad. Anyways yall can have them, India is happy the traitors of our country are leaving.
Identity Attack0.48915586
Insult0.46923602
Profanity0.059447967
Threat0.01086132
Severe Toxicity0.023076924
Moderate 0.46186632 Moderate Con 0.344 Unverified_Claim
Jan 31, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
The indian invasion must stop. Whites need to take canada back.
The indian invasion must stop. Whites need to take canada back.
Identity Attack0.55044734
Insult0.24928534
Profanity0.10023434
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.46186632 Low Con 0.145 Identity Attack Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
sorry canada, they even brought their monkey-looking statue.
sorry canada, they even brought their monkey-looking statue.
Identity Attack0.32768643
Insult0.489133
Profanity0.10611444
Threat0.007353018
Severe Toxicity0.016190045
Moderate 0.45921504 Low Con 0.229 Identity_Assertion
Sep 20, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Whats not fair is that they came here for a better life and now our quality of life has suffered. Every person will tell you how things have changed negatively because of the Indians, Punjabi's …
Whats not fair is that they came here for a better life and now our quality of life has suffered. Every person will tell you how things have changed negatively because of the Indians, Punjabi's and Pakistanis. None of them aligns with Canadian values. I feel its very rude and nerve-racking of them to come here and then try to change our culture to look like what they just came from. They are a dirty people. They have no rules when it comes to cleanliness in their food factories. They literally use their filthy feet to help in the preparation of food that is shipped to Western countries. Its a common agreement that we dont want them here. Even natural-born Indians dont want them here. They know how disgusting their hygiene practises are. I went to an indian resteraunt with a friend of mine and i could see into the kitchen and the guy who was cooking was barefooted and as he came to deliver the food he slid into a pair of slippers. I asked him if he was cooking in bare feet and he lied saying OHHH no maam and then he lifted his foot. I looked at my friend and said this is grose and im going to McDonalds. And everyone in Mcdonalds was Indian too. FUCC that. Canada doesnt even look Canadian anymore. We honestly look Asian and its the Liberals who are doing it. Get rid of White Canadians. Bring in Dumb down indians and they will never lose another election
Identity Attack0.48990932
Insult0.48313886
Profanity0.18049006
Threat0.01254427
Severe Toxicity0.023552058
Moderate 0.45921504 Constructive 0.639
Jan 27, 2026 Inside Canada's Indian Invasion...
Trump is the bigot not letting people in. Canada lets them in, dangles hope, then kick them out.
Trump is the bigot not letting people in. Canada lets them in, dangles hope, then kick them out.
Identity Attack0.10221587
Insult0.4810288
Profanity0.0684662
Threat0.28890648
Severe Toxicity0.019611536
Moderate 0.45921504 Low Con 0.134 Comparative_Framing
Dec 25, 2025 Deportations From Canada at Their …
I Wanted This Minister, Fired Like Yesterday or sooner. WTF is Going on in Canada. Terrorist can Have a Good Life in Canada & Be living Next to you. OK we may need them in …
I Wanted This Minister, Fired Like Yesterday or sooner. WTF is Going on in Canada. Terrorist can Have a Good Life in Canada & Be living Next to you. OK we may need them in the Future to Take back our Country.
Identity Attack0.10221587
Insult0.40698266
Profanity0.4001375
Threat0.13262562
Severe Toxicity0.023645958
Moderate 0.45761138 Moderate Con 0.399
Nov 21, 2025 Thousands of refugees allowed into …
We had a group of classmates from UVIC which in particular INDIANS (not being racist at all) that only shows up on first day of semester and on the last day... SMH Canada is sure …
We had a group of classmates from UVIC which in particular INDIANS (not being racist at all) that only shows up on first day of semester and on the last day... SMH Canada is sure fvcked up by this group of individuals that are just here to work illegally.
Identity Attack0.41975367
Insult0.41767508
Profanity0.40929472
Threat0.010291707
Severe Toxicity0.024350211
Moderate 0.45761138 Constructive 0.54
Oct 2, 2025 1 likes IRCC Names India in Study …

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.