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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: "You should come to the …" 1,829 comments · Page 18 of 74
Cuz the government corrupts so much to a point that need to find a way out to grab quick money. 25k to 35k per head for them to come in canada. All the canadian gov …
Cuz the government corrupts so much to a point that need to find a way out to grab quick money. 25k to 35k per head for them to come in canada. All the canadian gov has to do is issued them two piece of visa a student and working visa. This government is not doing anything for domestic working class growth. The only growth I see is taxes and cost of living. The system is fucked, all politicians retired with plenty of money but regular citizen all have no saving.
Identity Attack0.06476828
Insult0.344702
Profanity0.40783462
Threat0.009204263
Severe Toxicity0.020127986
Moderate 0.40336934 Moderate Con 0.469 Policy_Critique
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
14:52 come to india bruh, whole India(Hindutva politics) run because of hating on minorities like muslims, Dalits and Sikhs.
14:52 come to india bruh, whole India(Hindutva politics) run because of hating on minorities like muslims, Dalits and Sikhs.
Identity Attack0.46614665
Insult0.2469859
Profanity0.1696208
Threat0.085497424
Severe Toxicity0.023411209
Moderate 0.40336934 Moderate Con 0.386
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Why polish peaple are so racist that guy his taking about immigrant he come from polland why he talking about anther immigrant???????
Why polish peaple are so racist that guy his taking about immigrant he come from polland why he talking about anther immigrant???????
Identity Attack0.43896464
Insult0.2817503
Profanity0.08225787
Threat0.009256045
Severe Toxicity0.018449519
Moderate 0.4014846 Moderate Con 0.304 Identity_Assertion
Oct 14, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This is where islam comes in, the influx of immigrants Pakistani islamic, Bangladesh islamic, sri lanka islamic, Afghanistan islamic etc, and their families are large here in canada. Yet no one wants to integrate, they …
This is where islam comes in, the influx of immigrants Pakistani islamic, Bangladesh islamic, sri lanka islamic, Afghanistan islamic etc, and their families are large here in canada. Yet no one wants to integrate, they live in their niches.
Identity Attack0.5075293
Insult0.25800487
Profanity0.044417568
Threat0.009281937
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.446 Identity Attack
Aug 26, 2025 Why Canadians Are Turning Against …
At least Indians won't commit terrorist attacks, unlike the migrants who come to Europe from the Middle East.
At least Indians won't commit terrorist attacks, unlike the migrants who come to Europe from the Middle East.
Identity Attack0.50515604
Insult0.24928534
Profanity0.07320584
Threat0.021645326
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.377 Identity Attack Comparative_Framing
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
And the talk we do...Indians shouldn't occupy Canada..This shouldn't be here, OUR tradition, values bla bla.. Values? Of making it HELL for other people in their countries while making them suffer,steal their land and enslaved …
And the talk we do...Indians shouldn't occupy Canada..This shouldn't be here, OUR tradition, values bla bla.. Values? Of making it HELL for other people in their countries while making them suffer,steal their land and enslaved them?!?!? And when they come for work etc. You are OFFENDED?! Pay for your previous sins bro!
Identity Attack0.38826546
Insult0.3388922
Profanity0.14666493
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.478 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
You know where the abusers are coming from and you know they monopolize the government offices jobs and they rule the country and they make the racism decisions into others I hate those because they …
You know where the abusers are coming from and you know they monopolize the government offices jobs and they rule the country and they make the racism decisions into others I hate those because they complain the most about discrimination and they are the first racist in the line and I hate them because they made my life impossible and for them I am homeless
Identity Attack0.2831485
Insult0.36709076
Profanity0.1184936
Threat0.037530303
Severe Toxicity0.022452017
Moderate 0.4014846 Moderate Con 0.486 Personal_Narrative
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
LOl the fact CBC denies anything proves it is true. Doesn't CBC know everyone thinks they are liars? The anti Cdn propaganda machine funded by money stolen from Cdns? This isn't just me saying it, …
LOl the fact CBC denies anything proves it is true. Doesn't CBC know everyone thinks they are liars? The anti Cdn propaganda machine funded by money stolen from Cdns? This isn't just me saying it, I haer it all the time. " Everyone knows CBC is full of it." As the left crumbles having created Trump they went into shock. Comes around goes around. Cdn Bonds are now junk and your houses will soon be worthless. Laugh today, you will be weeping soon. Goodbye!
Identity Attack0.023595277
Insult0.46173862
Profanity0.0838743
Threat0.008841781
Severe Toxicity0.009346008
Moderate 0.4014846 Low Con 0.294
Jul 16, 2018 2 likes How much do refugees and …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm sure there are immigrants working in the government that are making sure these immigrants are let in. My 21 year old son can't get a job, why? Because he's not Indian, or Phillipino. Enough is enough!!!
Identity Attack0.48915586
Insult0.24928534
Profanity0.040158957
Threat0.008867673
Severe Toxicity0.021031776
Moderate 0.4014846 Constructive 0.643 Unverified_Claim
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc. They can speak their language amongst …
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc. They can speak their language amongst themselves and enjoy their culture at home. The guy with the bike is disgusting with his comments about people from Africa. A few bad people don't describe an entire race. One of the dumbest things a person can do is bring a weapon with them unless they are trained on how to use it. Meeting a human smuggler is dangerous and stupid.
Identity Attack0.2308735
Insult0.47020787
Profanity0.16217725
Threat0.04098356
Severe Toxicity0.017610285
Moderate 0.4014846 Constructive 0.71 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Bro said some one eats poo..come on man!!! Thats totally false..
Bro said some one eats poo..come on man!!! Thats totally false..
Identity Attack0.016360072
Insult0.25602314
Profanity0.30866358
Threat0.010369381
Severe Toxicity0.021548226
Moderate 0.4014846 Low Con 0.288 Unverified_Claim
Feb 23, 2026 Inside Canada's Indian Invasion...
Europeans invaded a lot of countries back in their old times and looted all the resources like money and gold … now when karma hits back they cry like a dog …. Now many comment …
Europeans invaded a lot of countries back in their old times and looted all the resources like money and gold … now when karma hits back they cry like a dog …. Now many comment warriors will come with their inhumane racism but what I said is true
Identity Attack0.3825363
Insult0.38852
Profanity0.11354194
Threat0.013113883
Severe Toxicity0.021548226
Moderate 0.4014846 Moderate Con 0.318 Moral_Argument
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
weve had tons of filipinos come into canada come in too but yet they face nowhere near the level of hate and racism indians get. i wonder why🤔
weve had tons of filipinos come into canada come in too but yet they face nowhere near the level of hate and racism indians get. i wonder why🤔
Identity Attack0.49032792
Insult0.2817503
Profanity0.031641733
Threat0.008841781
Severe Toxicity0.017803956
Moderate 0.4014846 Moderate Con 0.423 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
A note to the girl that mention, if she didn't have kids she would have run to another country and come back as a refugee. I got news for her, they wouldn't accept her to …
A note to the girl that mention, if she didn't have kids she would have run to another country and come back as a refugee. I got news for her, they wouldn't accept her to Canada, because SHE IS WHITE.
Identity Attack0.4887047
Insult0.24287975
Profanity0.05393682
Threat0.010447056
Severe Toxicity0.019740647
Moderate 0.4014846 Constructive 0.524 Unverified_Claim
Aug 29, 2025 Why Canadians Are Turning Against …
This is the most anti-migrant channel I have ever come across.
This is the most anti-migrant channel I have ever come across.
Identity Attack0.43896464
Insult0.21836096
Profanity0.1067334
Threat0.012026439
Severe Toxicity0.020257099
Moderate 0.4014846 Moderate Con 0.327 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I wonder why some people cry about being a minority and wondering why there are so many immigrants. 1. Immigrants are here to pay for your old age benefits. 2. The whites are a minority …
I wonder why some people cry about being a minority and wondering why there are so many immigrants. 1. Immigrants are here to pay for your old age benefits. 2. The whites are a minority because of a non-existent family value. 90% come from divorced parents or parents who never married. They also are barely interested in taking the responsibility of having children. A generation that turned away from God and wonder why they are getting extinct! It is also pathetic to see a lot of new immigrants not wanting to keep the city clean and carry on some of the good practices of the people who lived here before.
Identity Attack0.44690517
Insult0.40243408
Profanity0.13344458
Threat0.009722093
Severe Toxicity0.020127986
Moderate 0.4014846 Constructive 0.54 Moral_Argument
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
As a tax payer and as a traveller I buy my own travel insurance when travelling out of Canada!! Other than what I am covered by Alberta Health Care-I pay my own dental, vision, chiropractic, …
As a tax payer and as a traveller I buy my own travel insurance when travelling out of Canada!! Other than what I am covered by Alberta Health Care-I pay my own dental, vision, chiropractic, massage, MRI I have to wait months or pay for speed myself, I pay for my own Prescriptions!! I am 64 years old and have been paying income tax for 46 years I don’t get squat from the government!! It burns my butt that refugees come and get put up in a hotel, fed and are given thousands of dollars per year on my hard earned money!! The libtards have abused their power to spend CANADIANS money!!
Identity Attack0.28034934
Insult0.36798462
Profanity0.33317488
Threat0.02803385
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.574 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
😂😂 sadly this video is reality and not speaking the truth isn’t racist. They are leaving India, clearly something is wrong with India. Why they come to Canada if they wanna turn Canada into India? …
😂😂 sadly this video is reality and not speaking the truth isn’t racist. They are leaving India, clearly something is wrong with India. Why they come to Canada if they wanna turn Canada into India? Clearly they are not the smartest… smh.
Identity Attack0.45348886
Insult0.35849577
Profanity0.08419759
Threat0.008945347
Severe Toxicity0.019095084
Moderate 0.4014846 Low Con 0.252 Identity_Assertion
Feb 25, 2026 13 likes Inside Canada's Indian Invasion...
Come on Ford get rid of them all fake people that say they want to be here but are enemies of canada
Come on Ford get rid of them all fake people that say they want to be here but are enemies of canada
Identity Attack0.24462871
Insult0.38406035
Profanity0.043415543
Threat0.30463433
Severe Toxicity0.022064678
Moderate 0.4013387 Low Con 0.245 Identity_Assertion
Sep 4, 2025 1 likes Why Canadians Are Turning Against …
UK, Canada, Australia, New Zealand and Sweden. Has been sold out by it's woke women and softy men. Remember it only took 100 years of women to vote for the greatest civilizations to collapse. Remember …
UK, Canada, Australia, New Zealand and Sweden. Has been sold out by it's woke women and softy men. Remember it only took 100 years of women to vote for the greatest civilizations to collapse. Remember this white people this coming from a brown dude.
Identity Attack0.48915586
Insult0.26957804
Profanity0.077731855
Threat0.012647836
Severe Toxicity0.019611536
Moderate 0.4013387 Moderate Con 0.34
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is a failed state. Come look at the corruption 😂❤
Canada is a failed state. Come look at the corruption 😂❤
Identity Attack0.37655997
Insult0.40243408
Profanity0.052183274
Threat0.00814271
Severe Toxicity0.01483436
Moderate 0.40060925 Low Con 0.15 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
Indians are invading in a pre-planned manner. First of all coming as a student then do jobs, then marry some white women by deceit, then apply for citizenship, then invite indian family and control parliament
Indians are invading in a pre-planned manner. First of all coming as a student then do jobs, then marry some white women by deceit, then apply for citizenship, then invite indian family and control parliament
Identity Attack0.46050715
Insult0.24928534
Profanity0.19032755
Threat0.05688698
Severe Toxicity0.023076924
Moderate 0.40060925 Low Con 0.176 Unverified_Claim
Feb 24, 2026 Inside Canada's Indian Invasion...
Don't let them come to kitchener. Most racist city in canada
Don't let them come to kitchener. Most racist city in canada
Identity Attack0.39966375
Insult0.33896056
Profanity0.050930742
Threat0.009411395
Severe Toxicity0.015996376
Moderate 0.40060925 Moderate Con 0.303 Identity_Assertion
Feb 22, 2026 Inside Canada's Indian Invasion...
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even worse. Almost never seeing any other race but Indian lol. It all has to do with Trudeau's dad designating that city as a go-to place for Indian migrants. The Trudeau's are part of the whole Satanic New World Order, and part of that order is using mass immigration as a weapon to destroy 1st world countries. His father started it back in the 70s. And yeah the driving is absolutely horrible. The car insurance skyrocketed. They destroyed the city I grew up in. It's a shit hole now. Many of them will tell you that India itself is a shit hole, but the more of them that come to Brampton, or wherever, they turn it into India. I don't consider it racism. It's their people but it's not like it's all of them, but it is a lot. From personal observance, they're the most unhygienic people I've ever met, and they love easy jobs the involve scamming others out of money. All of those scam callers are Indian. Nothing else. They have no dignity. No self respect. They just want money and don't care how to get it. I generally don't like them, but it's because of their negative behaviors. There are plenty of other races that come to Canada that people love. Have you ever heard of anyone complain about Filipinos? No. They're loved. They come here and know how to assimilate while keeping their own heritage intact in respect to our own. They're friendly, respectful, hygienic. Indian people just want to come here and make this place Indian and they have tons of kids, so that's exactly what's happening. Brampton was cooked years ago. It's just going to devour itself and fully become an extension of India, and it already has been spreading out from Brampton to the surrounding cities.
Identity Attack0.40158966
Insult0.37392882
Profanity0.2801717
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.689 Personal_Narrative
Feb 15, 2026 Inside Canada's Indian Invasion...
Never mind fraudulent students wait till you see the hundreds of thousands if not 1 million fraudulent mortgages you’ll be mad they didn’t come here with money they care as criminals.
Never mind fraudulent students wait till you see the hundreds of thousands if not 1 million fraudulent mortgages you’ll be mad they didn’t come here with money they care as criminals.
Identity Attack0.09080041
Insult0.4596616
Profanity0.04667213
Threat0.009722093
Severe Toxicity0.009918213
Moderate 0.40060925 Low Con 0.273
Oct 2, 2025 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.