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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: "Good for you" 1,080 comments · Page 35 of 44
Good start, must continue or we'll be the UK really quick
Good start, must continue or we'll be the UK really quick
Identity Attack0.010581387
Insult0.012680908
Profanity0.018324144
Threat0.010447056
Severe Toxicity0.0023078918
Low Tox 0.035220183 Low Con 0.26 Comparative_Framing
Dec 24, 2025 14 likes Deportations From Canada at Their …
Dude. Why do you keep running away right when the story gets good. You’ve already “risked your life”…. Follow through. Love the content. ❤
Dude. Why do you keep running away right when the story gets good. You’ve already “risked your life”…. Follow through. Love the content. ❤
Identity Attack0.0019701358
Insult0.013820915
Profanity0.011167783
Threat0.009204263
Severe Toxicity0.0012016296
Low Tox 0.034513097 Moderate Con 0.46 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
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
Ice Ice baby..... Let's Lear them real good!
Ice Ice baby..... Let's Lear them real good!
Identity Attack0.004125261
Insult0.014580919
Profanity0.01535229
Threat0.008440462
Severe Toxicity0.0018119812
Low Tox 0.033334624 Low Con 0.243 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
are there any other good youtubers or sources for coverage of this issue?
are there any other good youtubers or sources for coverage of this issue?
Identity Attack0.006770608
Insult0.0115029
Profanity0.020783609
Threat0.009359611
Severe Toxicity0.0018501282
Low Tox 0.03309893 Moderate Con 0.314 Question
Jan 23, 2026 Thousands of refugees allowed into …
Just took the exam today, passed 18/20 . Watched this video and read the book once. Thank you and Good Luck to everyone on their immigration adventure!
Just took the exam today, passed 18/20 . Watched this video and read the book once. Thank you and Good Luck to everyone on their immigration adventure!
Identity Attack0.017967897
Insult0.011046898
Profanity0.011782649
Threat0.006861079
Severe Toxicity0.0014781952
Low Tox 0.032863233 Constructive 0.616
Dec 11, 2025 7 likes Canadian Citizenship Test 2025 – …
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...
Good now do international students who graduated from diploma mills
Good now do international students who graduated from diploma mills
Identity Attack0.0076585566
Insult0.012642908
Profanity0.016752819
Threat0.007870848
Severe Toxicity0.0014305115
Low Tox 0.032391842 Moderate Con 0.353 Call_To_Action
Feb 2, 2026 Deportations From Canada at Their …
Good, now make it 100x faster
Good, now make it 100x faster
Identity Attack0.0042177555
Insult0.010970897
Profanity0.021740068
Threat0.01119791
Severe Toxicity0.0025558472
Low Tox 0.032391842 Low Con 0.192 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
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)
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)
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 …
That older gentleman at @2:10 is a good guy
That older gentleman at @2:10 is a good guy
Identity Attack0.009286462
Insult0.0154929245
Profanity0.023721304
Threat0.0089712385
Severe Toxicity0.002298355
Low Tox 0.03192045 Moderate Con 0.429 Solidarity
Jan 28, 2026 6 likes Inside Canada's Indian Invasion...
my test is in 8 days please pray for me as i've been waiting for my citizenship for 9 years . Edit : I passed, Good luck to you all
my test is in 8 days please pray for me as i've been waiting for my citizenship for 9 years . Edit : I passed, Good luck to you all
Identity Attack0.008139528
Insult0.010894896
Profanity0.016752819
Threat0.008789998
Severe Toxicity0.0016307831
Low Tox 0.03192045 Constructive 0.596 Personal_Narrative
Jan 17, 2026 3 likes Canadian Citizenship Test 2025 – …
@rocanews very good video
@rocanews very good video
Identity Attack0.009989422
Insult0.011122898
Profanity0.024472807
Threat0.011819307
Severe Toxicity0.0034332275
Low Tox 0.031449065 Moderate Con 0.435 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
You tuber William Mount recently quoted Asian economic migrants from Indochina as getting 4500 while a retired police captain sees 1800 on a good day. Qui veritas?
You tuber William Mount recently quoted Asian economic migrants from Indochina as getting 4500 while a retired police captain sees 1800 on a good day. Qui veritas?
Identity Attack0.015455672
Insult0.012490907
Profanity0.011663092
Threat0.006738094
Severe Toxicity0.0010204315
Low Tox 0.031449065 Constructive 0.611
Oct 4, 2018 How much do refugees and …
THIS is a massssiive issue! Good for Michelle for this!
THIS is a massssiive issue! Good for Michelle for this!
Identity Attack0.0020533812
Insult0.013630914
Profanity0.01173141
Threat0.007624879
Severe Toxicity0.0010490417
Low Tox 0.031331215 Moderate Con 0.447 Solidarity
Oct 3, 2025 IRCC Names India in Study …
That's right Ontario keep voting liberals .Good job. R u happy ?
That's right Ontario keep voting liberals .Good job. R u happy ?
Identity Attack0.00984143
Insult0.016784932
Profanity0.01041628
Threat0.006246155
Severe Toxicity0.0009918213
Low Tox 0.031331215 Moderate Con 0.401 Policy_Critique
Oct 5, 2025 Why Canadians Are Turning Against …
Sikh’s and Punjabis are good people, I know many. Respectful, hardworking, friendly, and often speak excellent English. I would gladly welcome more into my community
Sikh’s and Punjabis are good people, I know many. Respectful, hardworking, friendly, and often speak excellent English. I would gladly welcome more into my community
Identity Attack0.021786476
Insult0.010894896
Profanity0.021125201
Threat0.008841781
Severe Toxicity0.0025177002
Low Tox 0.031331215 Constructive 0.697 Solidarity
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Is anyone doing the test today? I am doing it. Good luck everyone😍
Is anyone doing the test today? I am doing it. Good luck everyone😍
Identity Attack0.0065486208
Insult0.010628895
Profanity0.02385794
Threat0.01052473
Severe Toxicity0.0026512146
Low Tox 0.030977672 Constructive 0.517
Dec 22, 2025 Canadian Citizenship Test 2025 – …
I just want to say thank you to the person who prepare this video.pass my exam today i got 19/20 i watch it two time and get good result .❤
I just want to say thank you to the person who prepare this video.pass my exam today i got 19/20 i watch it two time and get good result .❤
Identity Attack0.007288578
Insult0.0107048955
Profanity0.022354934
Threat0.010395273
Severe Toxicity0.0028038025
Low Tox 0.030741978 Constructive 0.585 Personal_Narrative
May 29, 2025 15 likes Canadian Citizenship Test 2025 – …
Good job Tyler keep expose them
Good job Tyler keep expose them
Identity Attack0.0032558115
Insult0.014428918
Profanity0.014225035
Threat0.009540852
Severe Toxicity0.0013446808
Low Tox 0.030506283 Moderate Con 0.391 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like …
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like pilot, surgeon, long shoreman. Are really hard to get. Its no wonder crime is up. If the government doesnt address the price of homes or help make it easier to become a Surgeon so that we can be able to own a home. Crime will continue to tick upwards pretty sure. 70s home in Vancouver 4 bedroom is 1.9 million unrenovated old carpet old fixtures etc on a tight lot can easily see into neighbors house since its so close.
Identity Attack0.0034962974
Insult0.017227544
Profanity0.012038844
Threat0.0071588317
Severe Toxicity0.0009965897
Low Tox 0.030506283 Constructive 0.654 Economic_Argument
Feb 25, 2026 Canadian immigration officers investigating hundreds …
being Social is good, Socialism is the answer not Individualism
being Social is good, Socialism is the answer not Individualism
Identity Attack0.01087737
Insult0.010286893
Profanity0.012858666
Threat0.007068211
Severe Toxicity0.0013256073
Low Tox 0.030388435 Low Con 0.3 Policy_Critique
Oct 16, 2025 Inside Canada's Indian Metropolis (Brampton)
I wish I knew u came to Brampton love your channel Tyler keep up the good.
I wish I knew u came to Brampton love your channel Tyler keep up the good.
Identity Attack0.008176526
Insult0.012186904
Profanity0.023243073
Threat0.010265815
Severe Toxicity0.0025558472
Low Tox 0.030270588 Constructive 0.595 Solidarity
Feb 14, 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.