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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 have more to worry …" 123 comments · Page 3 of 5
dude you going undercover towards the end was insane! did you get nervous or worried that things were gonna go very bad?
dude you going undercover towards the end was insane! did you get nervous or worried that things were gonna go very bad?
Identity Attack0.005105704
Insult0.17734702
Profanity0.07967158
Threat0.009747985
Severe Toxicity0.005302429
Low Tox 0.27236435 Moderate Con 0.45 Meta_Commentary
Feb 25, 2026 Inside Canada's Indian Invasion...
3:27 - and that’s the problem- self worried. I worry about my kids future and serving God not myself. Self centered people are the dangers of free society. They don’t worry about losing freedom as …
3:27 - and that’s the problem- self worried. I worry about my kids future and serving God not myself. Self centered people are the dangers of free society. They don’t worry about losing freedom as long as it seems it will outlast them It’s an issue in Rural East TN. All the gas stations, even the old ones off the main hwys that used to be where all the old local generation would gather and drink coffee and eat breakfast….those places sold out to 🇮🇳 It’s insane
Identity Attack0.053399716
Insult0.17734702
Profanity0.030890211
Threat0.007922632
Severe Toxicity0.004501343
Low Tox 0.2524482 Constructive 0.654 Fear_Threat
Feb 27, 2026 Inside Canada's Indian Invasion...
Indians aren’t the ones you have to worry about
Indians aren’t the ones you have to worry about
Identity Attack0.28034934
Insult0.06354945
Profanity0.06495911
Threat0.008634649
Severe Toxicity0.008850098
Low Tox 0.24924077 Low Con 0.187 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
there are 10 indian "students" living next door in a single family dwelling of 3 bedrooms. they share 3 cars and do uber eats delivery (and or other food delivery) around the clock -- reason …
there are 10 indian "students" living next door in a single family dwelling of 3 bedrooms. they share 3 cars and do uber eats delivery (and or other food delivery) around the clock -- reason i know this is because they often pull into my drive way during ungodly hours for extended period of time and triggers my surveilance camera (aimed only at my drive way set to trigger more during night times for movements and noise), since they just park there, and blast music so loud 100 feet radius ground is shaking, the surveillance cam picks up their shift change all the time. i did try to go over twice to voice my concern, and guess what, they either dont speak english or pretend to not speak english. ok i guess. and the reason they park on my drive way is because, well, they dont shovel theirs. lol. so its easier to just use my drive way and walk to their side door. but hey i mean good for them for making a living. but its just weird and disrespectful. and i have to worry about salting my own fking drive way because if they fall, they can sue the shit out of me and i cant complain about their trespassing. bless the canadian law. so i guess for me. they dont bug me, except the fact they just use my drive way because its convenient for them, and the blasting of music middle of the night. lol also i stopped going to tim hortons a few years ago after a few consecutive diarrhea immediately after morning coffee visits. good times
Identity Attack0.23770751
Insult0.089778624
Profanity0.069969244
Threat0.019573374
Severe Toxicity0.009994507
Low Tox 0.23812068 Constructive 0.68 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
That’s not near enough.. we need 500k for a couple years and maybe we won’t be considered Canindia, why is everyone worried about these people that should not be here, you see companies that hire …
That’s not near enough.. we need 500k for a couple years and maybe we won’t be considered Canindia, why is everyone worried about these people that should not be here, you see companies that hire only Indians from India, why is this you ask? subsidize workers? Tim Hortons, Knows. Brampton is now India. I am myself and my tradesmen and I’m disgusted with the amount of taxes that we all pay to subsidize the open border we have in this country. Why? Are we shipping in people that are just gonna get on welfare and provide nothing to this country why is our government still promoting our healthcare system and other countries in order to get people here for some reason our government is selling this country down the drain for some kind of political gain. Well, it’s all financial game but at some point it has to stop. We are the next UK.
Identity Attack0.20483385
Insult0.089778624
Profanity0.06345607
Threat0.010731863
Severe Toxicity0.008010864
Low Tox 0.23523538 Constructive 0.651 Economic_Argument
Jan 1, 2026 Deportations From Canada at Their …
Indians came to Britain n are brand new and assimilated that’s no who im worried about
Indians came to Britain n are brand new and assimilated that’s no who im worried about
Identity Attack0.27171627
Insult0.06267534
Profanity0.069969244
Threat0.010757755
Severe Toxicity0.011978149
Low Tox 0.23198941 Moderate Con 0.366 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
DON'T WORRY. ONCE HE DIES, HOPEFULLY SOON, THINGS WILL GO BACK TO NORMAL.
DON'T WORRY. ONCE HE DIES, HOPEFULLY SOON, THINGS WILL GO BACK TO NORMAL.
Identity Attack0.0010297215
Insult0.002588915
Profanity0.00030544066
Threat0.26192105
Severe Toxicity0.000084305386
Low Tox 0.21855456 Humor_Satire
Dec 9, 2025
Don't worry we will vote for the same government again that has been ruining Canada for 10 years 😂😂
Don't worry we will vote for the same government again that has been ruining Canada for 10 years 😂😂
Identity Attack0.02138452
Insult0.11616662
Profanity0.015181494
Threat0.011405042
Severe Toxicity0.0035095215
Low Tox 0.21107252 Low Con 0.254 Humor_Satire
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Dont worry the canada dream is dying in india we really dont want to go to canada anymore and lets see how your economy works out , we indians run your economy not canada many …
Dont worry the canada dream is dying in india we really dont want to go to canada anymore and lets see how your economy works out , we indians run your economy not canada many countries in this world.
Identity Attack0.23391083
Insult0.06442356
Profanity0.017572641
Threat0.008841781
Severe Toxicity0.005531311
Low Tox 0.21107252 Moderate Con 0.312 Identity_Assertion
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This is terrible and I don't understand why the government would only take Indian students about 90% of the international students were from India and uneducated and non-verified credentials. I don't understand was the government …
This is terrible and I don't understand why the government would only take Indian students about 90% of the international students were from India and uneducated and non-verified credentials. I don't understand was the government too much worried about the money they will be bringing I don't understand like this has the real Cause of the trouble for everyone why you only would take so much of the Indian students why not the rest of the world if you really want to help your new your universities to pay off their salaries and run and those new Indian breed that is coming they are really not ready to come to the Canada illiterate people.
Identity Attack0.11976352
Insult0.077136256
Profanity0.06946823
Threat0.010757755
Severe Toxicity0.00705719
Low Tox 0.20839658 Constructive 0.605
Sep 29, 2025 IRCC Names India in Study …
israel dont have to worry about forced immigration
israel dont have to worry about forced immigration
Identity Attack0.20878418
Insult0.028942931
Profanity0.04366605
Threat0.030278467
Severe Toxicity0.007858276
Low Tox 0.2028889 Low Con 0.155 Comparative_Framing
Feb 8, 2026 Inside Canada's Indian Invasion...
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a call back or an interview. Also that lady who didn't want to be interviewed and the guy on the bike were based. Our Goverment has been pumping them into the country for 10 years without requiring them to speak English or french. Lastly before anyone attacks the man on the bike, check science...
Identity Attack0.16373143
Insult0.07967083
Profanity0.018392462
Threat0.009385503
Severe Toxicity0.0048446655
Low Tox 0.2028889 Constructive 0.68 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The Sikh in the temple says we shouldn't worry about more Indians coming in, but tell that to his buddy's back home who are actively trying to create a Punjabi state with Sikh control. Every …
The Sikh in the temple says we shouldn't worry about more Indians coming in, but tell that to his buddy's back home who are actively trying to create a Punjabi state with Sikh control. Every one is for multiculturalism unit it happens to there home land.
Identity Attack0.25986546
Insult0.056133457
Profanity0.02030538
Threat0.009385503
Severe Toxicity0.0062561035
Low Tox 0.200795 Constructive 0.559
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Dont worry, I was born here, #East British Company, no looting like a European country 😂 . Gov and corporate greed have been fixing old age demographic with yng population the fastest way possible.
Dont worry, I was born here, #East British Company, no looting like a European country 😂 . Gov and corporate greed have been fixing old age demographic with yng population the fastest way possible.
Identity Attack0.10221587
Insult0.083359696
Profanity0.025907494
Threat0.007819066
Severe Toxicity0.0045394897
Low Tox 0.20056234 Moderate Con 0.415
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Cannada is actually a land snatched away from the native americans and later turned into a country... so why you so worried about the immigrants?
Cannada is actually a land snatched away from the native americans and later turned into a country... so why you so worried about the immigrants?
Identity Attack0.17769934
Insult0.06319981
Profanity0.015454767
Threat0.0077802283
Severe Toxicity0.0042915344
Low Tox 0.18269104 Moderate Con 0.356 Moral_Argument
Jan 31, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
We need to worry about our own Canadian citizens and our struggles with housing alongside other priority concerns before worrying about foreignors!!!
We need to worry about our own Canadian citizens and our struggles with housing alongside other priority concerns before worrying about foreignors!!!
Identity Attack0.19100772
Insult0.04383647
Profanity0.01265371
Threat0.0075083673
Severe Toxicity0.0035858154
Low Tox 0.17805049 Moderate Con 0.415 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
I love close by. The fact that it's so bad that Tyler made this video, worries me.
I love close by. The fact that it's so bad that Tyler made this video, worries me.
Identity Attack0.011099357
Insult0.047349896
Profanity0.06546012
Threat0.009747985
Severe Toxicity0.0052261353
Low Tox 0.17631748 Moderate Con 0.497 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
It's really funny that this whole video is about how we should be worry about how many deportations are happening but actually if you read the comments everyone's like it's not enough we should deport …
It's really funny that this whole video is about how we should be worry about how many deportations are happening but actually if you read the comments everyone's like it's not enough we should deport more is I find it hilarious
Identity Attack0.07591068
Insult0.029934563
Profanity0.045419596
Threat0.021645326
Severe Toxicity0.00667572
Low Tox 0.17458448 Constructive 0.548 Meta_Commentary
Dec 30, 2025 1 likes Deportations From Canada at Their …
PrickMinister Truedope's motto was "don't worry be happy smoke another joint" Chaos Carney’s motto is "Don't worry be happy (squared)".
PrickMinister Truedope's motto was "don't worry be happy smoke another joint" Chaos Carney’s motto is "Don't worry be happy (squared)".
Identity Attack0.006289636
Insult0.07745308
Profanity0.07514556
Threat0.010628296
Severe Toxicity0.0046920776
Low Tox 0.16331999 Low Con 0.254 Humor_Satire
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I work in the secondhand clothing business, and I will say that some things are quite shocking. I’ve met people who are from India and Pakistan who have been in the country for 40 years …
I work in the secondhand clothing business, and I will say that some things are quite shocking. I’ve met people who are from India and Pakistan who have been in the country for 40 years and do not know any English whatsoever. It worries me and that worries me because it means that woman, especially within that culture have no idea what the human rights are and have seen many abuses because of that.
Identity Attack0.17226285
Insult0.03885912
Profanity0.027683776
Threat0.00899713
Severe Toxicity0.0037002563
Low Tox 0.15711457 Constructive 0.743
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
People are so worried about being the minority as if minorities are treated bad or something 🤨
People are so worried about being the minority as if minorities are treated bad or something 🤨
Identity Attack0.07094744
Insult0.039444692
Profanity0.04667213
Threat0.008077981
Severe Toxicity0.0038528442
Low Tox 0.15490346 Moderate Con 0.314
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm worried about a purge in the near future
I'm worried about a purge in the near future
Identity Attack0.019173764
Insult0.023866551
Profanity0.07320584
Threat0.051067904
Severe Toxicity0.006713867
Low Tox 0.1537979 Moderate Con 0.346
Aug 25, 2025 Why Canadians Are Turning Against …
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada* It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their …
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada* It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their future. If you want healthcare as you age, you should worry. Since 2015, uncontrolled, open-border immigration policies have left Canada’s housing, healthcare, and education systems crumbling before our eyes. People are dying in ERs while waiting for care—our systems are overwhelmed, some perhaps exploited. Teachers can’t keep up with soaring ESL demands. Our children can no longer dream of owning their own homes some day. Our infrastructure is broken—in healthcare, housing, education, and employment. Liberals, Conservatives, even the NDP all agree. It’s time to unite: shut down our borders, deport illegal immigrants in massive numbers, and restore Canada as a safe, calm, and peaceful nation. *Write to your MPs—whether Liberal, Conservative, or NDP to stop mass immigration and deport illegal immigrants. Eventually, they will all have to listen.*
Identity Attack0.09245483
Insult0.05086332
Profanity0.03239325
Threat0.010680079
Severe Toxicity0.004348755
Low Tox 0.15324512 Constructive 0.655 Fear_Threat
Mar 1, 2026 Inside Canada's Indian Invasion...
Don't worry, get rapture ready!
Don't worry, get rapture ready!
Identity Attack0.008361516
Insult0.022190686
Profanity0.03690237
Threat0.09623027
Severe Toxicity0.007019043
Low Tox 0.147767 Low Con 0.244 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Don't worry guys. There's still 1.4billion of them that can come over from India.
Don't worry guys. There's still 1.4billion of them that can come over from India.
Identity Attack0.10815793
Insult0.028061481
Profanity0.026317406
Threat0.016120117
Severe Toxicity0.0049209595
Low Tox 0.14429577 Low Con 0.276 Fear_Threat
Oct 5, 2025 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.