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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

click to expand

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

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Active: "Its not the people who …" 4,268 comments · Page 162 of 171
the international.students coming to .universities have paid a hige price compared to native people. these students would be attending college and 2orkong tonget q decent job. however those who just want to work and dont …
the international.students coming to .universities have paid a hige price compared to native people. these students would be attending college and 2orkong tonget q decent job. however those who just want to work and dont want to study are the ones to be blames for. because if such students everyother student gets affected.
Identity Attack0.00899048
Insult0.014732921
Profanity0.013166099
Threat0.0066927844
Severe Toxicity0.0009250641
Low Tox 0.032863233 Constructive 0.523 Policy_Critique
Nov 4, 2025 IRCC Names India in Study …
But we gotta understand who doing it trying to play 1 people off against another
But we gotta understand who doing it trying to play 1 people off against another
Identity Attack0.004920715
Insult0.011046898
Profanity0.017299367
Threat0.010887212
Severe Toxicity0.0014400482
Low Tox 0.032863233 Low Con 0.252
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to the England 🇬🇧 my Canadian people your all welcome
Come to the England 🇬🇧 my Canadian people your all welcome
Identity Attack0.016058605
Insult0.011084898
Profanity0.018392462
Threat0.008453408
Severe Toxicity0.0022411346
Low Tox 0.032863233 Moderate Con 0.449 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
the only country around the globe where you are served in coffee shops and at checkouts in stores by people with higher medical and engineering degrees, since they all came as students
the only country around the globe where you are served in coffee shops and at checkouts in stores by people with higher medical and engineering degrees, since they all came as students
Identity Attack0.011691323
Insult0.013478912
Profanity0.012038844
Threat0.006051969
Severe Toxicity0.0010156631
Low Tox 0.032863233 Moderate Con 0.432
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Just got back from my first ever cruise and fully enjoyed it. Sat through a few presentations on how the ship actually keeps us all safe and afloat and had a behind the scenes peek …
Just got back from my first ever cruise and fully enjoyed it. Sat through a few presentations on how the ship actually keeps us all safe and afloat and had a behind the scenes peek at where the amazing crew eat , sleep and socialize. Also learned how they hire and vet their staff, including all background and health checks before they can work for Royal Caribbean (Celebrity). Hey Mr PM, perhaps you could join this board and learn a thing or two on how to “onboard” people to safeguard all.
Identity Attack0.002626848
Insult0.02103047
Profanity0.0137468055
Threat0.0065244893
Severe Toxicity0.0010681152
Low Tox 0.032863233 Constructive 0.828 Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
this video really interviews a wide range of people
this video really interviews a wide range of people
Identity Attack0.009767435
Insult0.011084898
Profanity0.02433617
Threat0.009903334
Severe Toxicity0.0024795532
Low Tox 0.032863233 Moderate Con 0.351
Sep 18, 2025 91 likes Inside Canada's Indian Metropolis (Brampton)
you guys know exactly why people at the top doing what they r doing.
you guys know exactly why people at the top doing what they r doing.
Identity Attack0.0052906936
Insult0.014390918
Profanity0.016889455
Threat0.007145886
Severe Toxicity0.0012779236
Low Tox 0.032863233 Low Con 0.217 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
That's good because they enjoyed living over there, we also are all the same people's who lived in this cruel world, so let's just enjoy it even if it's not right anymore, but at least …
That's good because they enjoyed living over there, we also are all the same people's who lived in this cruel world, so let's just enjoy it even if it's not right anymore, but at least we are still good people's.
Identity Attack0.007029593
Insult0.012680908
Profanity0.019690514
Threat0.007741391
Severe Toxicity0.0014781952
Low Tox 0.032863233 Constructive 0.595 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
There are too many people who are oblivious to the end game.
There are too many people who are oblivious to the end game.
Identity Attack0.0034223017
Insult0.014504919
Profanity0.013029462
Threat0.007249452
Severe Toxicity0.0008773804
Low Tox 0.032627538 Low Con 0.178 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
i always wonder, how millions of people from the opposite of the world get into Canada, they all pass trough an aiport, is not like people from Mx, Central and Sout America entering into the …
i always wonder, how millions of people from the opposite of the world get into Canada, they all pass trough an aiport, is not like people from Mx, Central and Sout America entering into the USA border, these people get into an airport, but how?
Identity Attack0.021183543
Insult0.011844902
Profanity0.010330882
Threat0.006304411
Severe Toxicity0.0011062622
Low Tox 0.032627538 Moderate Con 0.34
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
She is lighting it up, i would like to thank her for her pressing this issue. This liberal government is writing cheques that regular people have to cash
She is lighting it up, i would like to thank her for her pressing this issue. This liberal government is writing cheques that regular people have to cash
Identity Attack0.006474625
Insult0.01617693
Profanity0.014566627
Threat0.006874025
Severe Toxicity0.0009727478
Low Tox 0.032627538 Constructive 0.549
Sep 29, 2025 IRCC Names India in Study …
People of India help them to live.
People of India help them to live.
Identity Attack0.021083053
Insult0.011654901
Profanity0.018119188
Threat0.008712323
Severe Toxicity0.0019073486
Low Tox 0.032391842 Moderate Con 0.39 Solidarity
Feb 24, 2026 Inside Canada's Indian Invasion...
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Identity Attack0.019776696
Insult0.011768902
Profanity0.019963788
Threat0.008945347
Severe Toxicity0.0023937225
Low Tox 0.032391842 Constructive 0.559 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
I received a promotion at my office and instead of thanking my boss for it, I thanked my colleague. This is not true gratitude. Similarly, people worship different things like the sun, moon, rivers, idols, …
I received a promotion at my office and instead of thanking my boss for it, I thanked my colleague. This is not true gratitude. Similarly, people worship different things like the sun, moon, rivers, idols, monkeys, cows or humans, but they fail to thank the real Creator. May the Creator guide them to the truth. ❤
Identity Attack0.0055866763
Insult0.014732921
Profanity0.015283971
Threat0.0065956907
Severe Toxicity0.001115799
Low Tox 0.032391842 Constructive 0.633
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian …
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian culture❤
Identity Attack0.022791367
Insult0.011920903
Profanity0.013029462
Threat0.007145886
Severe Toxicity0.0013637543
Low Tox 0.03192045 Constructive 0.651
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Identity Attack0.0052166977
Insult0.017227544
Profanity0.011167783
Threat0.006330303
Severe Toxicity0.0010442734
Low Tox 0.03192045 Moderate Con 0.345 Question
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
There is a bright side to this; the people going back to their home countries will help lift the standard of living for their country of origin based on the education and skills obtained in …
There is a bright side to this; the people going back to their home countries will help lift the standard of living for their country of origin based on the education and skills obtained in Canada.
Identity Attack0.02037963
Insult0.012338906
Profanity0.009570839
Threat0.006110225
Severe Toxicity0.0010108948
Low Tox 0.03192045 Constructive 0.52
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Dialysis is for people with CHRONIC kidney disease, just how long are we supposed to fund the worlds treatment? Our healthcare system is strained to its capacity! Every week one can find a news story …
Dialysis is for people with CHRONIC kidney disease, just how long are we supposed to fund the worlds treatment? Our healthcare system is strained to its capacity! Every week one can find a news story about someone who was waitlisted too long for an oncologist or a scan, and no longer has a chance of recovery ❤️‍🩹
Identity Attack0.00673361
Insult0.014162917
Profanity0.011219022
Threat0.00636914
Severe Toxicity0.0012397766
Low Tox 0.03192045 Constructive 0.657 Policy_Critique
Dec 24, 2025 Deportations From Canada at Their …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, proof that I had paid the college (at least 1st year), English, a Bachelor degree (education), a clear criminal history, and what attach me to my country. I had to study hard, and only after graduation I could have 3y work permit. By working in Canada I could get more point to become a permanent resident. After 2y having my PR, I could get the citizenship, but I had to prove I pay taxes, clear criminal history, and other things that show I would be a good citizen. So, I worked (and still work) hard, I am currently in two jobs and at school taking my masters, I respect the laws, I respect the culture (I never tried to impose mine), and I pay over CAD$10.000 in taxes per year on my income. That said, I feel as a slap on my face when fraudulent and dishonest people are able to be here cheating the system in any way. Some people may say I am an immigrant against immigration. NO, I am in favor of people taking the right path to immigrate, and make real contributions for this country, not coming to be scammers and criminals.
Identity Attack0.0076955543
Insult0.017227544
Profanity0.015079016
Threat0.006492125
Severe Toxicity0.0011730194
Low Tox 0.03192045 Constructive 0.774
Oct 10, 2025 IRCC Names India in Study …
Hindus and Sikhs are good people
Hindus and Sikhs are good people
Identity Attack0.021786476
Insult0.011996903
Profanity0.020442016
Threat0.009023022
Severe Toxicity0.0031852722
Low Tox 0.03192045 Moderate Con 0.365
Jan 3, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
I'm sympathetic to honest hard-working people. Free healthcare has made the dollar value 📉 dramatically. Most of these people have to leave
I'm sympathetic to honest hard-working people. Free healthcare has made the dollar value 📉 dramatically. Most of these people have to leave
Identity Attack0.0035517942
Insult0.015416925
Profanity0.010996987
Threat0.0063885585
Severe Toxicity0.000705719
Low Tox 0.03192045 Constructive 0.596 Economic_Argument
Jan 16, 2026 2.9 million Canadian temporary visas …
Supporting the people that come to your country and work hard and pay taxes and help build your country
Supporting the people that come to your country and work hard and pay taxes and help build your country
Identity Attack0.014249804
Insult0.0103248935
Profanity0.012073003
Threat0.006686311
Severe Toxicity0.0012874603
Low Tox 0.031449065 Moderate Con 0.344 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the …
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the number of babies that they want. In fact, reward them for having babies, make it cost free like it was in the USSR..... If Canada (or the US) offered free housing, free childcare, and guaranteed jobs (the USSR model), the "labor shortage" and "birth rate crisis" would vanish in 9 months.
Identity Attack0.008361516
Insult0.014504919
Profanity0.010979908
Threat0.0072753434
Severe Toxicity0.0011491776
Low Tox 0.031331215 Constructive 0.53 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
This is happening everywhere… Is a globalist agenda… after exhausting the economy and values of the people they try to fix it by bringing digital ID and severe restrictions
This is happening everywhere… Is a globalist agenda… after exhausting the economy and values of the people they try to fix it by bringing digital ID and severe restrictions
Identity Attack0.005512681
Insult0.013706914
Profanity0.010911589
Threat0.0067898775
Severe Toxicity0.0010204315
Low Tox 0.031331215 Low Con 0.26 Unverified_Claim
Oct 26, 2025 41 likes 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.