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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

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Active: "Over the years I have …" 1,624 comments · Page 53 of 65
I’m from Costa Rica , Canadian cititzen whoever tells me to go back to my country , I just tell them there are more Canadians in Costa Rica than Costa Ricans in Canada . I …
I’m from Costa Rica , Canadian cititzen whoever tells me to go back to my country , I just tell them there are more Canadians in Costa Rica than Costa Ricans in Canada . I have the right to be here just like Canadians have the right to be Costa Rica . 10 years here makes me Canadian 🍁
Identity Attack0.038425524
Insult0.015188923
Profanity0.01490822
Threat0.006848133
Severe Toxicity0.0020885468
Low Tox 0.048594624 Constructive 0.596 Personal_Narrative
Feb 14, 2026 2 likes Canada's tighter immigration policy divides …
I lived in Dallas for years. Our Indian neighbors were the nicest people. I had a Seik mailman he was a hard-working great guy. My neighbor grew melons. if any grew on my side, I …
I lived in Dallas for years. Our Indian neighbors were the nicest people. I had a Seik mailman he was a hard-working great guy. My neighbor grew melons. if any grew on my side, I would text her and say ok its mine now. She was so funny. There is a class system, but I must have lived with amazing people. If you make a friend of them. You have a friend for life. Again, this is Dallas millions of populations!
Identity Attack0.029402243
Insult0.017743196
Profanity0.023379711
Threat0.0082074385
Severe Toxicity0.0025558472
Low Tox 0.04834723 Constructive 0.827 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I was born and raised in the downtown area of Brampton and moved out about 5 years ago. It really is not what is used to be when I was growing up, i hate having …
I was born and raised in the downtown area of Brampton and moved out about 5 years ago. It really is not what is used to be when I was growing up, i hate having to drive there for appointments or visiting family/friends.
Identity Attack0.006955597
Insult0.017936565
Profanity0.021808386
Threat0.0066798385
Severe Toxicity0.0013637543
Low Tox 0.04834723 Constructive 0.7 Personal_Narrative
Feb 26, 2026 Inside Canada's Indian Invasion...
In all my 54 years in Canada, I have never seen Canada in such a mess. People never work one day in Canada but receive pension housing and food allowance. What is going on. Make …
In all my 54 years in Canada, I have never seen Canada in such a mess. People never work one day in Canada but receive pension housing and food allowance. What is going on. Make that make sense.
Identity Attack0.013546381
Insult0.022577424
Profanity0.012414595
Threat0.0062914654
Severe Toxicity0.0012588501
Low Tox 0.048099842 Constructive 0.542 Unverified_Claim
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
150 days, over 300 applications, I got extra licensing and background checks available, not even a call in 5 months. Our country is actually getting shafted by a 1.4b country sending people to a 33m …
150 days, over 300 applications, I got extra licensing and background checks available, not even a call in 5 months. Our country is actually getting shafted by a 1.4b country sending people to a 33m pop country. We will be India in 20 years.
Identity Attack0.02439919
Insult0.018065477
Profanity0.0128245065
Threat0.008349842
Severe Toxicity0.0015258789
Low Tox 0.04785245 Constructive 0.562
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Not all but sadly it seems now we're getting free loaders. Not like in the very past before Trudeau years and now Carney.
Not all but sadly it seems now we're getting free loaders. Not like in the very past before Trudeau years and now Carney.
Identity Attack0.0029968263
Insult0.026444806
Profanity0.01354185
Threat0.0065633263
Severe Toxicity0.0011396408
Low Tox 0.04785245 Moderate Con 0.392 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The sad thing is for years we made jokes about "Bramladesh" thinking that it would somehow just stay somewhat contained. I don't think people realize how fast the demographics can change. By 2040 the entire …
The sad thing is for years we made jokes about "Bramladesh" thinking that it would somehow just stay somewhat contained. I don't think people realize how fast the demographics can change. By 2040 the entire GTA and even beyond will be like Brampton is today. It will be unliveable.
Identity Attack0.0073255757
Insult0.019419061
Profanity0.015488927
Threat0.00780612
Severe Toxicity0.0013828278
Low Tox 0.04760506 Constructive 0.568
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
YOOOOO IM FROM BRAMPTON. 20 YEARS HERE. CANT WAIT TO WATCH THIS!!!!
YOOOOO IM FROM BRAMPTON. 20 YEARS HERE. CANT WAIT TO WATCH THIS!!!!
Identity Attack0.007547563
Insult0.014124917
Profanity0.020442016
Threat0.009281937
Severe Toxicity0.0031852722
Low Tox 0.04760506 Moderate Con 0.414
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm Canadian born and raised. I've been driving since I was 18 years old that's 27 years of driving i got to say the driving is really bad. Some people shouldn't even have their license …
I'm Canadian born and raised. I've been driving since I was 18 years old that's 27 years of driving i got to say the driving is really bad. Some people shouldn't even have their license but yet they do. People don't even know how to share the road. You put your signal on to change lanes and some drivers actually speed up. That's how scary it is to drive.
Identity Attack0.009545447
Insult0.022512967
Profanity0.011816809
Threat0.006485652
Severe Toxicity0.0011777878
Low Tox 0.04735767 Constructive 0.685 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
@2:23 😂😂 I will go next year,,,,aaahhhbaba next month. He will never leave 😂
@2:23 😂😂 I will go next year,,,,aaahhhbaba next month. He will never leave 😂
Identity Attack0.004069764
Insult0.01648093
Profanity0.017709278
Threat0.008867673
Severe Toxicity0.0021457672
Low Tox 0.04711028 Moderate Con 0.432 Humor_Satire
Jan 27, 2026 163 likes Inside Canada's Indian Invasion...
Oh surprisingly? after ten years lol
Oh surprisingly? after ten years lol
Identity Attack0.0039587705
Insult0.017420914
Profanity0.022833163
Threat0.0077672824
Severe Toxicity0.0020694733
Low Tox 0.04711028 Moderate Con 0.391 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
A 15K reduction by the Carney government is insulting. There are multiple immigration catergories- add them all together its more like 1 million a year, not 400k. Wake up Canada, this policy has serious impacts …
A 15K reduction by the Carney government is insulting. There are multiple immigration catergories- add them all together its more like 1 million a year, not 400k. Wake up Canada, this policy has serious impacts on many components of your life and future generations of your family's life.
Identity Attack0.009915425
Insult0.02173949
Profanity0.01127026
Threat0.0068869707
Severe Toxicity0.0011205673
Low Tox 0.04711028 Constructive 0.58 Policy_Critique
Feb 18, 2026 4 likes LILLEY UNLEASHED: The fall of …
This is not true. And now that the Government of Canada has hid it, I can no longer prove it. However, not only did my MP admit that they get close to 2500 dollars per …
This is not true. And now that the Government of Canada has hid it, I can no longer prove it. However, not only did my MP admit that they get close to 2500 dollars per month for the first year and sometimes longer. They are automatically authorized for a loan. And hey, 50,000 for a family is enough for a downpayment, while we can sit here working all our lives and never be able to buy a house. But they are automatically authorized. So the question is, why is it profittable to bring in refugees? Maybe if the government gave me 50,000 or 2500 per month, and or they gave me easier loans....I would have already been profiting Canada in many ways. Other than trying to work hard and when I can't get a job, because I am not part of a minority group, collecting ei or assistance and never getting anywhere in my life.
Identity Attack0.008879486
Insult0.02425329
Profanity0.015044857
Threat0.006492125
Severe Toxicity0.001411438
Low Tox 0.04686289 Constructive 0.795
Dec 29, 2018 How much do refugees and …
I'm raised in this city and I believe the government is letting to many in and the Canadian culture is gone now because of this I am Canadian and my parents came from India 30 …
I'm raised in this city and I believe the government is letting to many in and the Canadian culture is gone now because of this I am Canadian and my parents came from India 30 years ago
Identity Attack0.034042787
Insult0.015264924
Profanity0.01261955
Threat0.006912862
Severe Toxicity0.0015926361
Low Tox 0.04686289 Constructive 0.63 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I have worked here since the 90s.........25 years of work, was just fired and replaced with a temporary foreign worker in December 2025........im suing
I have worked here since the 90s.........25 years of work, was just fired and replaced with a temporary foreign worker in December 2025........im suing
Identity Attack0.01666154
Insult0.015264924
Profanity0.0117997285
Threat0.008492245
Severe Toxicity0.0013256073
Low Tox 0.046120718 Constructive 0.515
Jan 21, 2026 24 likes Why Canada’s immigration system has …
It's Trudeau's fault. He took 2 million per year instead of 200k. A lot have degrees from their country that's easy to obtain due to low standard & are here in government owned companies where …
It's Trudeau's fault. He took 2 million per year instead of 200k. A lot have degrees from their country that's easy to obtain due to low standard & are here in government owned companies where it's hard to fire d@mb workers because of Unions, getting high wages - so many have afforded expensive houses & luxury cars after living here in a year or two - this rarely happened in the past.
Identity Attack0.00449524
Insult0.02425329
Profanity0.010655395
Threat0.006550381
Severe Toxicity0.0010919571
Low Tox 0.046120718 Constructive 0.502 Unverified_Claim
Aug 24, 2025 172 likes Why Canadians Are Turning Against …
As an immigrant, I came to this country many years ago because I share the Canadian values. If I would like to live in India, Syria, Pakistan (no offense), I would immigrate there.
As an immigrant, I came to this country many years ago because I share the Canadian values. If I would like to live in India, Syria, Pakistan (no offense), I would immigrate there.
Identity Attack0.038425524
Insult0.013402912
Profanity0.013029462
Threat0.0071199946
Severe Toxicity0.0016307831
Low Tox 0.045873325 Constructive 0.651
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Wow. We are just waking up. This is what happens went Ottawa was asleep for 10 years. We don’t need a border, everyone welcome, just come on in!
Wow. We are just waking up. This is what happens went Ottawa was asleep for 10 years. We don’t need a border, everyone welcome, just come on in!
Identity Attack0.01274247
Insult0.018452216
Profanity0.0118680475
Threat0.0074954215
Severe Toxicity0.0016021729
Low Tox 0.045873325 Moderate Con 0.347 Policy_Critique
Jan 20, 2026 1 likes Why Canada’s immigration system has …
Let them multiply for a few more years and see your river and lakes turn to plastic and sewage.
Let them multiply for a few more years and see your river and lakes turn to plastic and sewage.
Identity Attack0.0029413297
Insult0.020450363
Profanity0.011816809
Threat0.007883795
Severe Toxicity0.0015640259
Low Tox 0.045625936 Low Con 0.202 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This is what I was saying years ago what is going to happen with these foreign students. I knew they were going to be an issue for Canada a long time ago. No one believed …
This is what I was saying years ago what is going to happen with these foreign students. I knew they were going to be an issue for Canada a long time ago. No one believed me. Now it's happening. Here we go.
Identity Attack0.025806036
Insult0.016632931
Profanity0.010621235
Threat0.0074824756
Severe Toxicity0.0014972687
Low Tox 0.045131154 Constructive 0.512
Sep 30, 2025 IRCC Names India in Study …
I will go next year Noooo next month hahahahahha
I will go next year Noooo next month hahahahahha
Identity Attack0.0075845607
Insult0.0129089095
Profanity0.021945024
Threat0.009592636
Severe Toxicity0.002708435
Low Tox 0.045131154 Moderate Con 0.381 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I wonder what would happen if I put my dog as an individual on that app would it work with my dog make 82 grand a year and get special privileges at banks for mortgages …
I wonder what would happen if I put my dog as an individual on that app would it work with my dog make 82 grand a year and get special privileges at banks for mortgages and loans and credit😂
Identity Attack0.0045322375
Insult0.016632931
Profanity0.017572641
Threat0.007029374
Severe Toxicity0.00166893
Low Tox 0.045131154 Moderate Con 0.406 Humor_Satire
Nov 20, 2025 7 likes Thousands of refugees allowed into …
I learned several years ago during a time of unemployment that our EI centers are not for us, they are for immigrants. Not one service was for me, but if I was an immigrant, the …
I learned several years ago during a time of unemployment that our EI centers are not for us, they are for immigrants. Not one service was for me, but if I was an immigrant, the entire world opens up including lots of financial support, they will even help you open a business. Yet we are the ones paying into it.
Identity Attack0.030175667
Insult0.015188923
Profanity0.011406898
Threat0.0061425893
Severe Toxicity0.0011825562
Low Tox 0.044883765 Constructive 0.706
Nov 9, 2019 6 likes How much do refugees and …
just passed the test right now, and the very first thing I wanted to do—before even telling my family—was to leave this comment. I watched the video only once, from the beginning up to question …
just passed the test right now, and the very first thing I wanted to do—before even telling my family—was to leave this comment. I watched the video only once, from the beginning up to question 215. One time only—yes, one time only. Then I took the test, and on my first attempt I passed with 15 correct answers out of 20. I honestly can’t believe it. I didn’t realize how much I knew until I was sitting there answering the questions. About 50% of them came directly from the first 215 questions in the video. I am truly, deeply grateful to everyone who worked on this video. It’s not just good—it’s amazing. After nine years of struggle with this citizenship journey, I finally feel like I can breathe… like I can fly a little. Thank you all, from the bottom of my heart. 🤍
Identity Attack0.0037922803
Insult0.020256994
Profanity0.021603432
Threat0.007573096
Severe Toxicity0.0016975403
Low Tox 0.044636376 Constructive 0.713 Personal_Narrative
Jan 25, 2026 4 likes Canadian Citizenship Test 2025 – …
Canadians didn’t stop having babies in the last few years… people stopped having babies since 2015, because they can’t afford to raise them. Bottom line!!
Canadians didn’t stop having babies in the last few years… people stopped having babies since 2015, because they can’t afford to raise them. Bottom line!!
Identity Attack0.018771807
Insult0.01767874
Profanity0.010347961
Threat0.006537435
Severe Toxicity0.001411438
Low Tox 0.044388983 Low Con 0.255
Aug 28, 2025 1 likes Why Canadians Are Turning Against …

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.