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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: "I was one of the …" 1,743 comments · Page 38 of 70
Thank you for posting this i watch all your stuff and im a student in brampton and no one will hire me in bramtpon because im white. Also the school system in the last couple …
Thank you for posting this i watch all your stuff and im a student in brampton and no one will hire me in bramtpon because im white. Also the school system in the last couple years has gone down hill, half of my teachers don't speak english or know how to teach
Identity Attack0.26325142
Insult0.054376744
Profanity0.068967216
Threat0.008556974
Severe Toxicity0.007247925
Low Tox 0.23379272 Constructive 0.707 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I live in a small town i grew up in this town. We have had an huge increase in Indians migrate here and now teens can't find work where they used to be able to …
I live in a small town i grew up in this town. We have had an huge increase in Indians migrate here and now teens can't find work where they used to be able to work at one of the fast food restaurants. our kids can't find jobs as teens because they are hiring foreign workers and having to pay less. It's awful . There isn't enough housing or parking the new schools being built are full before there built.
Identity Attack0.24801466
Insult0.0817555
Profanity0.034397304
Threat0.007598988
Severe Toxicity0.006866455
Low Tox 0.23379272 Constructive 0.744 Economic_Argument
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Wow 10 people deported, one criminal charge out the door.
Wow 10 people deported, one criminal charge out the door.
Identity Attack0.03636306
Insult0.123407245
Profanity0.01442999
Threat0.013579931
Severe Toxicity0.004005432
Low Tox 0.23379272 Low Con 0.207 Policy_Critique
Feb 18, 2026 16 likes Canadian immigration officers investigating hundreds …
most students came from India and get the job rigby away in my work place,with help of the relatives who work in same company, one day I asked the girl who don't even know to …
most students came from India and get the job rigby away in my work place,with help of the relatives who work in same company, one day I asked the girl who don't even know to speak English what is she studying for she said she don't know, she just pick any random course just to get work permit and PR. My work place is worst now compared to before
Identity Attack0.22859548
Insult0.08582769
Profanity0.07255927
Threat0.007961469
Severe Toxicity0.007247925
Low Tox 0.2330714 Constructive 0.65 Personal_Narrative
Sep 29, 2025 88 likes IRCC Names India in Study …
Listen, kudos on the journalism, you’re one of my favorites, but maybe next time you get human smuggled, be on the safe side and carry the $6k the traffickers want.
Listen, kudos on the journalism, you’re one of my favorites, but maybe next time you get human smuggled, be on the safe side and carry the $6k the traffickers want.
Identity Attack0.014048826
Insult0.08212569
Profanity0.034146797
Threat0.05947323
Severe Toxicity0.005836487
Low Tox 0.2330714 Constructive 0.566 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Is that the way to talk. If you need something in the meeting ask people to prepare that data beforehand instead of acting like a top boss. Although she looks Canadian she acts like someone …
Is that the way to talk. If you need something in the meeting ask people to prepare that data beforehand instead of acting like a top boss. Although she looks Canadian she acts like someone from a 3rd world country. At the end of the day no one even knows you Michelle.
Identity Attack0.10235514
Insult0.14331897
Profanity0.016547862
Threat0.006479179
Severe Toxicity0.004081726
Low Tox 0.2330714 Moderate Con 0.389
Oct 1, 2025 IRCC Names India in Study …
So you're one of those people who talk in a weird accent when conversing with people who are foreign or who speak a different language. So bizarre and weird that you can't just talk in …
So you're one of those people who talk in a weird accent when conversing with people who are foreign or who speak a different language. So bizarre and weird that you can't just talk in your normal accent.
Identity Attack0.030691283
Insult0.16780703
Profanity0.024541125
Threat0.006045496
Severe Toxicity0.00333786
Low Tox 0.23271075 Low Con 0.298 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Can't imagine growing up some where and once day wake up and it turning into 3rd world country with a twist of western world .Then again most of America turning into one big ghetto now …
Can't imagine growing up some where and once day wake up and it turning into 3rd world country with a twist of western world .Then again most of America turning into one big ghetto now outside of upper/rich class areas .
Identity Attack0.18546575
Insult0.0813853
Profanity0.048175167
Threat0.008686432
Severe Toxicity0.0077819824
Low Tox 0.23235008 Moderate Con 0.425
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The indians who moved to USA vs the indians who moved to canada are so different while the usa one are educated skilled ones while these are mostly truck drivers.
The indians who moved to USA vs the indians who moved to canada are so different while the usa one are educated skilled ones while these are mostly truck drivers.
Identity Attack0.27759558
Insult0.0838533
Profanity0.018802373
Threat0.0063950317
Severe Toxicity0.005569458
Low Tox 0.23198941 Moderate Con 0.363 Unverified_Claim
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The amount of "i will go to prison if I talk candid" in this video...... then there's that one guy. 👌🏻
The amount of "i will go to prison if I talk candid" in this video...... then there's that one guy. 👌🏻
Identity Attack0.010729378
Insult0.033570543
Profanity0.044668075
Threat0.085497424
Severe Toxicity0.007286072
Low Tox 0.23198941 Low Con 0.3 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Is true the are having a baby's like rabbits 🐇 one baby 👶 by year
Is true the are having a baby's like rabbits 🐇 one baby 👶 by year
Identity Attack0.01756594
Insult0.11172232
Profanity0.07449899
Threat0.008841781
Severe Toxicity0.010604858
Low Tox 0.23162876 Low Con 0.271
Aug 27, 2025 Why Canadians Are Turning Against …
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming …
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming in. They just don’t give a f$@* about Canadian laws because no one has seen any consequences!
Identity Attack0.053399716
Insult0.082619295
Profanity0.257327
Threat0.0072753434
Severe Toxicity0.007171631
Low Tox 0.23162876 Constructive 0.59 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
No one is stranger in a stolen land
No one is stranger in a stolen land
Identity Attack0.10221587
Insult0.07840354
Profanity0.04667213
Threat0.010731863
Severe Toxicity0.0073623657
Low Tox 0.23162876 Low Con 0.3 Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
Do next one of how italians invaded new York in the 20th century
Do next one of how italians invaded new York in the 20th century
Identity Attack0.21668483
Insult0.04032305
Profanity0.03464781
Threat0.03787563
Severe Toxicity0.008621216
Low Tox 0.2312681 Low Con 0.222 Call_To_Action
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Cubanada much like Minnesota, cares for and provides for everyone except their own people. This is why immigration is getting the backlash that it's getting because it dissolves the parent culture, and the ones allowing …
Cubanada much like Minnesota, cares for and provides for everyone except their own people. This is why immigration is getting the backlash that it's getting because it dissolves the parent culture, and the ones allowing it are the Albino Smurfs, "the champions of the oppressed." This situation is apparently happening all over the West.
Identity Attack0.2700233
Insult0.07998765
Profanity0.020100424
Threat0.00756015
Severe Toxicity0.0059890747
Low Tox 0.2312681 Moderate Con 0.432 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
not one of them is returning to khalistan 🤣
not one of them is returning to khalistan 🤣
Identity Attack0.23770751
Insult0.15840563
Profanity0.0913099
Threat0.04167421
Severe Toxicity0.021806452
Low Tox 0.2312681 Low Con 0.138 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
So deport one bring in 100. Get them all out and no more in until Canadians all have food and housing
So deport one bring in 100. Get them all out and no more in until Canadians all have food and housing
Identity Attack0.19495805
Insult0.045007613
Profanity0.014942379
Threat0.04029291
Severe Toxicity0.007858276
Low Tox 0.23090743 Low Con 0.24 Call_To_Action
Dec 28, 2025 Deportations From Canada at Their …
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a …
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a law were if just one of your family members stayed in Canada for 3 years all of their family will become citizens without ever stepping into the country and people can now bring over their elderly parents also they get 83 thousand dollars a year they used the system against us arranged marriages...
Identity Attack0.22783615
Insult0.082372494
Profanity0.020032106
Threat0.007068211
Severe Toxicity0.005874634
Low Tox 0.23090743 Constructive 0.578 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many …
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many - and the blame goes on both the provincial conservatives and federal liberals. The tuition freeze in Ontario caused colleges and universities to treat foreign students as an ATM to balance their budgets. Foreign enrollments skyrocketed, especially in colleges, with students paying top dollar for dubious degrees with no job prospects. This put strains on the job market, and the housing/rental market. As an educated Indian-American who now lives in Canada, it pains me to see my fellow countrymen dominating Uber, Uber Eats, Bicycle food delivery and Tim Hortons. No one uproots everything in their home country and comes all the way for this. Most of these people are here legally and they work really hard. A last word - leaving aside the Khalistan issue that has caused a wedge between Hindus and Sikhs - the Indian diaspora, especially the Sikh, are amazing in the amount of charitable work that they do. Their concept of seva is unmatched. No one goes hungry when there is a Gurdwara around, as there is always free nutritious food. Same is true for temples. Even a young poor Steve Jobs ate at Iskcon temples. Last point - while some of Canada's problems are because of excessive immigration, Canada would be nothing without immigrants. The population would decline, with a native fertility rate of under 1.4, and entitlement programs would be in deep trouble.
Identity Attack0.14019285
Insult0.123407245
Profanity0.016752819
Threat0.007586042
Severe Toxicity0.004787445
Low Tox 0.23090743 Constructive 0.813
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see …
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see student housing being built and the rent is cheap! My rent has gone up twice in 2 years. Nothing is available under 1300 unless you rent a room. Nobody can change my traditions because they are mine and dont affect anyone. Groceries are unreal. I dont have a car anymore. I dont have children or a partner. Social time or entertainment is this. Youtube and my 2 dogs one of which now needs a leg amputation as she has cancer in her paw. I have a gofundme but its slow. But i see other pet owners that have them and because they use their pet as their unpaid actor they have made the money needed in days. Im just offering paperwork,proof,photos,making beaded collars,to try and make more. Im trying to open my own business doing nails. But callbacks from offices are not happening. My mental health has suffered since I was 18. I am gen x. Being a minority doesnt mean i get whatever i want either.
Identity Attack0.18235919
Insult0.082866095
Profanity0.052934792
Threat0.0077802283
Severe Toxicity0.0065231323
Low Tox 0.23090743 Constructive 0.813
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
We have loads of indians in the UK.. probably one of the nicest migrants we get.. I wish we got more of them then the ones we get now
We have loads of indians in the UK.. probably one of the nicest migrants we get.. I wish we got more of them then the ones we get now
Identity Attack0.27759558
Insult0.062150877
Profanity0.07740857
Threat0.012078222
Severe Toxicity0.010604858
Low Tox 0.23090743 Constructive 0.611 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
One million more muslims on the way courtesy of our muslim immigration minister.
One million more muslims on the way courtesy of our muslim immigration minister.
Identity Attack0.28034934
Insult0.04969218
Profanity0.025360947
Threat0.010731863
Severe Toxicity0.007820129
Low Tox 0.22980402 Low Con 0.216
Nov 23, 2017 2 likes How much do refugees and …
Great video, sir. One of the problems we have as Canadians is we will beat ourselves down before we appear as racists or bigots. Politicians will be politicians no matter what party's banner they run …
Great video, sir. One of the problems we have as Canadians is we will beat ourselves down before we appear as racists or bigots. Politicians will be politicians no matter what party's banner they run under. They feel entitled to our taxes to do with as they please without consultation of the people.
Identity Attack0.10221587
Insult0.12883772
Profanity0.020988565
Threat0.021300001
Severe Toxicity0.005378723
Low Tox 0.22980402 Constructive 0.654
Sep 1, 2025 28 likes Why Canadians Are Turning Against …
It’s pretty bad that we have more immigrants here then our true Canadians to vote for a party no one wanted the conservatives should have won
It’s pretty bad that we have more immigrants here then our true Canadians to vote for a party no one wanted the conservatives should have won
Identity Attack0.22707681
Insult0.071750276
Profanity0.017914234
Threat0.007417747
Severe Toxicity0.005493164
Low Tox 0.22980402 Moderate Con 0.319
Aug 29, 2025 Why Canadians Are Turning Against …
The dude with the bike made me fall from the chair from a laught attack LMFAO. He’s a real one
The dude with the bike made me fall from the chair from a laught attack LMFAO. He’s a real one
Identity Attack0.011543332
Insult0.06407392
Profanity0.11539881
Threat0.03235042
Severe Toxicity0.011062622
Low Tox 0.22712809 Moderate Con 0.435 Humor_Satire
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.