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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "You're on your own now …" 1,066 comments · Page 40 of 43
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes
I'll tell you how it happened. Because we're too nice. We've let this happen because we didn't want to speak up against it. But now our back is against the wall in our own country. …
I'll tell you how it happened. Because we're too nice. We've let this happen because we didn't want to speak up against it. But now our back is against the wall in our own country. We need to stand up eventually.
Identity Attack0.009434453
Insult0.012680908
Profanity0.011902207
Threat0.0078449575
Severe Toxicity0.0011539459
Low Tox 0.034041706 Moderate Con 0.472
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
As a indigenous here, I always laugh, you're all welcome let's be fair, we're all people. Respect each other
As a indigenous here, I always laugh, you're all welcome let's be fair, we're all people. Respect each other
Identity Attack0.018470341
Insult0.011540901
Profanity0.021808386
Threat0.0073789097
Severe Toxicity0.0017166138
Low Tox 0.034041706 Constructive 0.682 Solidarity
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Dont forget all the accidents they're causing in the trucking industry and how they're pricing out canadians from competing in the construction industry because they can work for so cheap.
Dont forget all the accidents they're causing in the trucking industry and how they're pricing out canadians from competing in the construction industry because they can work for so cheap.
Identity Attack0.012061302
Insult0.015872927
Profanity0.009596458
Threat0.006861079
Severe Toxicity0.0010919571
Low Tox 0.033806015 Moderate Con 0.465 Economic_Argument
Oct 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
They're either working under the table, or already crossed the border to the US.
They're either working under the table, or already crossed the border to the US.
Identity Attack0.008953481
Insult0.014884921
Profanity0.011116544
Threat0.006874025
Severe Toxicity0.0009775162
Low Tox 0.03357032 Low Con 0.219
Sep 29, 2025 IRCC Names India in Study …
as long as you vote liberal you're accepted
as long as you vote liberal you're accepted
Identity Attack0.013948337
Insult0.012414906
Profanity0.015318131
Threat0.0072882893
Severe Toxicity0.001449585
Low Tox 0.03357032 Low Con 0.222 Identity_Assertion
Nov 20, 2025 23 likes Thousands of refugees allowed into …
I’m English and been offered a job in Calgary construction industry. We need more free movement of WASPs between the Anglosphere, we are what built our civilisation and we’re still the only ones who can …
I’m English and been offered a job in Calgary construction industry. We need more free movement of WASPs between the Anglosphere, we are what built our civilisation and we’re still the only ones who can save it.
Identity Attack0.017967897
Insult0.01309891
Profanity0.012004685
Threat0.007249452
Severe Toxicity0.0014686584
Low Tox 0.03309893 Constructive 0.559
Aug 25, 2025 4 likes Why Canadians Are Turning Against …
Oh and why are we still here, we’re the most expensive country next to 4 outhers 🤦🏻‍♀️
Oh and why are we still here, we’re the most expensive country next to 4 outhers 🤦🏻‍♀️
Identity Attack0.00899048
Insult0.013744914
Profanity0.012175481
Threat0.0061878995
Severe Toxicity0.0011014938
Low Tox 0.032863233 Moderate Con 0.399
Aug 26, 2025 Why Canadians Are Turning Against …
You couldn’t survive the cold in Canada Tyler!!😂I’m 3 minutes in & you’re freezing 🥶
You couldn’t survive the cold in Canada Tyler!!😂I’m 3 minutes in & you’re freezing 🥶
Identity Attack0.003311308
Insult0.015948927
Profanity0.016547862
Threat0.0069516995
Severe Toxicity0.0018501282
Low Tox 0.032863233 Moderate Con 0.484
Jan 27, 2026 Inside Canada's Indian Invasion...
Omg you’re in Ontario, Canada!!!!! I honestly never go to Brampton but welcome to Canada !!!! 🇨🇦
Omg you’re in Ontario, Canada!!!!! I honestly never go to Brampton but welcome to Canada !!!! 🇨🇦
Identity Attack0.013546381
Insult0.012186904
Profanity0.013678487
Threat0.0064015044
Severe Toxicity0.0013828278
Low Tox 0.032627538 Constructive 0.539 Solidarity
Jan 27, 2026 15 likes Inside Canada's Indian Invasion...
At this rate, we're only a couple decades away from 'hiring bilingual' meaning 'Hindi and English', not French.
At this rate, we're only a couple decades away from 'hiring bilingual' meaning 'Hindi and English', not French.
Identity Attack0.021083053
Insult0.012224905
Profanity0.013234417
Threat0.0066345283
Severe Toxicity0.0012111664
Low Tox 0.031684756 Low Con 0.204 Fear_Threat
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
They're enjoying with Tradeau and Singh.
They're enjoying with Tradeau and Singh.
Identity Attack0.0034592997
Insult0.015948927
Profanity0.013336895
Threat0.007534259
Severe Toxicity0.0012302399
Low Tox 0.031449065 Moderate Con 0.32 Humor_Satire
Oct 1, 2025 IRCC Names India in Study …
Yeah there’s a lot of them here but they’re all pretty funny and nice quite honestly.
Yeah there’s a lot of them here but they’re all pretty funny and nice quite honestly.
Identity Attack0.007473567
Insult0.014314918
Profanity0.021398475
Threat0.008323951
Severe Toxicity0.0017356873
Low Tox 0.030506283 Moderate Con 0.367
Jan 27, 2026 Inside Canada's Indian Invasion...
These financial INCENTIVES are PULL FACTORS that draw them here. No wonder they are pouring over the borders looking for handouts. Who pays for legal aid, translating fees, public schooling, job training, food stamps, house …
These financial INCENTIVES are PULL FACTORS that draw them here. No wonder they are pouring over the borders looking for handouts. Who pays for legal aid, translating fees, public schooling, job training, food stamps, house subsidizing and uninsured hospital stays? Tax payers who’ve been paying in for years. So yeah.. that’s why they’re concerned...
Identity Attack0.006696612
Insult0.016024929
Profanity0.011458136
Threat0.006110225
Severe Toxicity0.0011587143
Low Tox 0.030270588 Constructive 0.574
Jan 28, 2019 How much do refugees and …
Love you guys and you’re channel.
Love you guys and you’re channel.
Identity Attack0.010951365
Insult0.012452906
Profanity0.026727317
Threat0.011223801
Severe Toxicity0.0032806396
Low Tox 0.03015274 Moderate Con 0.452 Meta_Commentary
Jan 23, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
In Canada we have two colloquial names for Bramption 1.) Bramladesh and 2.) Browntown (which if you say it fast sounds like you're just saying Brampton anyway)
In Canada we have two colloquial names for Bramption 1.) Bramladesh and 2.) Browntown (which if you say it fast sounds like you're just saying Brampton anyway)
Identity Attack0.009693438
Insult0.015340924
Profanity0.011594773
Threat0.006485652
Severe Toxicity0.0010824203
Low Tox 0.030034892 Moderate Con 0.439 Humor_Satire
Jan 29, 2026 59 likes Inside Canada's Indian Invasion...
It's too late, guys. They're not taking over. They've already done it. It's a finished process.
It's too late, guys. They're not taking over. They've already done it. It's a finished process.
Identity Attack0.0034592997
Insult0.012262905
Profanity0.015728042
Threat0.008841781
Severe Toxicity0.0012397766
Low Tox 0.029917045 Low Con 0.173
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I don’t agree with giving incentives of money to newcomers like why? and maybe on a very limited time not a longer period of time. And child benefits should not be given until they’re working …
I don’t agree with giving incentives of money to newcomers like why? and maybe on a very limited time not a longer period of time. And child benefits should not be given until they’re working and contributing. Because I have heard of a story of a woman who had like three or four kids and she said that I don’t need to work. I have child tax benefit coming in and they were refugees.
Identity Attack0.016058605
Insult0.011198899
Profanity0.01086035
Threat0.006207318
Severe Toxicity0.0009822845
Low Tox 0.029799197 Constructive 0.674 Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
They're rapidly replacing the entire workforce at my place of employment. I can say where because I'll get in trouble with HR Karen.
They're rapidly replacing the entire workforce at my place of employment. I can say where because I'll get in trouble with HR Karen.
Identity Attack0.0025343532
Insult0.012490907
Profanity0.01174849
Threat0.008789998
Severe Toxicity0.0009202957
Low Tox 0.029092113 Moderate Con 0.456 Personal_Narrative
Sep 29, 2025 1 likes IRCC Names India in Study …
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of …
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of living here, but not to embrace the culture that makes this country great. It feels like we’re losing a battle most people didn’t even realize was happening. A government is meant to serve its people, yet it often feels like ours is working against us.
Identity Attack0.0063266335
Insult0.015644927
Profanity0.010774951
Threat0.0063367756
Severe Toxicity0.0007343292
Low Tox 0.029092113 Constructive 0.718 Personal_Narrative
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
My very small town of 3-4k has a handful of Indian owned businesses. They're fine, friendly folk in my experience.
My very small town of 3-4k has a handful of Indian owned businesses. They're fine, friendly folk in my experience.
Identity Attack0.021585498
Insult0.010780896
Profanity0.020100424
Threat0.0076507707
Severe Toxicity0.00166893
Low Tox 0.028856417 Constructive 0.703 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You're a Canadian citizen, not a Canadian?That means something totally different.Canadian citizen and a canadian are two different things
You're a Canadian citizen, not a Canadian?That means something totally different.Canadian citizen and a canadian are two different things
Identity Attack0.018470341
Insult0.011046898
Profanity0.011167783
Threat0.0060260775
Severe Toxicity0.0009441376
Low Tox 0.028385026 Moderate Con 0.407
Nov 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Doug Ford is gonna re-think his anti-bike policies after seeing this.
Doug Ford is gonna re-think his anti-bike policies after seeing this.
Identity Attack0.0023863618
Insult0.014048916
Profanity0.010194245
Threat0.007327127
Severe Toxicity0.0007915497
Low Tox 0.028031485 Low Con 0.218 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
You're about a decade late on this one.
You're about a decade late on this one.
Identity Attack0.0027748393
Insult0.014048916
Profanity0.013507691
Threat0.00780612
Severe Toxicity0.0010490417
Low Tox 0.027677942 Low Con 0.266 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I LOVE Indians. They're great and amazing people. The concerns are influences and ideology, as what's currently ongoing in the west - but doesn't have to do with them, necessarily much at all. God bless …
I LOVE Indians. They're great and amazing people. The concerns are influences and ideology, as what's currently ongoing in the west - but doesn't have to do with them, necessarily much at all. God bless Indians. They push themselves hard in order to improve their lives and the lives of others around them.
Identity Attack0.018972786
Insult0.010894896
Profanity0.019690514
Threat0.00866054
Severe Toxicity0.002040863
Low Tox 0.027206551 Constructive 0.813 Solidarity
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.