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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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Search comment text, filter by category or toxicity level
Active: "Just checking if you are …" 240 comments · Page 8 of 10
Tyler..... you wanna talk about Indianifation? *Check out PLAINSBORO/WEST WINDSOR, NJ*
Tyler..... you wanna talk about Indianifation? *Check out PLAINSBORO/WEST WINDSOR, NJ*
Identity Attack0.033269364
Insult0.016708933
Profanity0.017777596
Threat0.008168601
Severe Toxicity0.0022029877
Low Tox 0.050821137 Low Con 0.218 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada’s government needs to check also about issuing the driver license. because i’ve heard that you can pay now to pass the driving test even all this people doesn’t know the rules or even following …
Canada’s government needs to check also about issuing the driver license. because i’ve heard that you can pay now to pass the driving test even all this people doesn’t know the rules or even following all the signs on the road. I’ve never seen so much car accident and too much car on the road. Why it is easy for them now to get a license. We need to remember driving in other country is not the same here. Also even your credit score is bad, even your salary is not good the car company gives you a car easily with hight interest. Thats also need to be check
Identity Attack0.007806548
Insult0.027218282
Profanity0.013131939
Threat0.0071588317
Severe Toxicity0.0016307831
Low Tox 0.049336795 Constructive 0.614 Policy_Critique
Sep 30, 2025 2 likes IRCC Names India in Study …
You should come to Australia and check what is happening here
You should come to Australia and check what is happening here
Identity Attack0.020580608
Insult0.012984909
Profanity0.019143965
Threat0.010032792
Severe Toxicity0.0024032593
Low Tox 0.048594624 Low Con 0.29 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Hi, My question is not about financial assistance, but still asking maybe you know about it. I am a refugee, who's referred for resettlement in Canada by UNHCR. I have already been through biometrics and …
Hi, My question is not about financial assistance, but still asking maybe you know about it. I am a refugee, who's referred for resettlement in Canada by UNHCR. I have already been through biometrics and medical examination by IOM. Received a letter by IRCC regarding Pre-Arrival Services. When I checked today at IRCC website for estimated time period for Government Assisted Refugees Program, it shows 31 months in the country where I am currently hiding. My question, does it really take so long?
Identity Attack0.020681098
Insult0.017807651
Profanity0.025634222
Threat0.009178371
Severe Toxicity0.0019359589
Low Tox 0.04735767 Constructive 0.727
Feb 27, 2023 How much do refugees and …
it's a issue with bribes false documents and fake passports starting in the counties they come from more checking need
it's a issue with bribes false documents and fake passports starting in the counties they come from more checking need
Identity Attack0.004236255
Insult0.02212623
Profanity0.011543535
Threat0.0064468146
Severe Toxicity0.0010824203
Low Tox 0.045625936 Moderate Con 0.373
Dec 28, 2025 Deportations From Canada at Their …
Thank you Michelle. If they are always checking.. why do they not have ansaers.
Thank you Michelle. If they are always checking.. why do they not have ansaers.
Identity Attack0.002830336
Insult0.022384055
Profanity0.0118680475
Threat0.006550381
Severe Toxicity0.0010204315
Low Tox 0.045131154 Moderate Con 0.423
Oct 17, 2025 IRCC Names India in Study …
Is Michelle Rempel and her conservatives no longer taking money from Modi? I want Poilievre to have a background check. Is Poilievre compliant?
Is Michelle Rempel and her conservatives no longer taking money from Modi? I want Poilievre to have a background check. Is Poilievre compliant?
Identity Attack0.0039957687
Insult0.023608726
Profanity0.011902207
Threat0.006530962
Severe Toxicity0.00086307526
Low Tox 0.04290464 Moderate Con 0.344 Question
Sep 29, 2025 IRCC Names India in Study …
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work …
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work experience, family, age, and knowledge of Canada's general culture. If you had all the points, you would be selected. It took about three years, and while waiting, you could not apply for any visa to enter Canada. The security check was part of the process, and the Canadian government asked applicants to enter the country by bringing money (Like one year's salary). This system was a perfect plan, and many Western countries wanted to copy that (As I heard on many French and American radios before), but the liberals broke the system! And I still don't know why!
Identity Attack0.008250522
Insult0.024897853
Profanity0.012243799
Threat0.0061878995
Severe Toxicity0.0013065338
Low Tox 0.04216247 Constructive 0.576
Nov 23, 2025 49 likes Quebec Ends Economic Immigration Program …
I will bet you 1,000,000,000 CANADIAN DOLLARS, THAT THE FREE SWEETS YOU WERE GIVEN FOR FREE ARE 100% EXPIRED, I GUARANTEE IT, CHECK IT, PLEASE.
I will bet you 1,000,000,000 CANADIAN DOLLARS, THAT THE FREE SWEETS YOU WERE GIVEN FOR FREE ARE 100% EXPIRED, I GUARANTEE IT, CHECK IT, PLEASE.
Identity Attack0.0066596144
Insult0.01819439
Profanity0.0113215
Threat0.0069905366
Severe Toxicity0.0016212463
Low Tox 0.04216247 Low Con 0.266 Unverified_Claim
Nov 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Really did you check Tim Hortons, Walmart, and the other fast food joints? Are you even looking?
Really did you check Tim Hortons, Walmart, and the other fast food joints? Are you even looking?
Identity Attack0.0015354111
Insult0.020966014
Profanity0.012277958
Threat0.0059613483
Severe Toxicity0.0007534027
Low Tox 0.039462693 Low Con 0.277 Question
Sep 27, 2025 452 likes IRCC Names India in Study …
Check Tim Hortons and every job Indian students are working and heavily fine the employers.
Check Tim Hortons and every job Indian students are working and heavily fine the employers.
Identity Attack0.025605056
Insult0.014504919
Profanity0.011628932
Threat0.006686311
Severe Toxicity0.0011730194
Low Tox 0.03828422 Moderate Con 0.464
Oct 24, 2025 IRCC Names India in Study …
Canada has changed significantly in recent years, and I believe our post-COVID immigration policies have played a major role in the challenges we’re facing today. Here’s how things went off track: Many individuals who couldn’t …
Canada has changed significantly in recent years, and I believe our post-COVID immigration policies have played a major role in the challenges we’re facing today. Here’s how things went off track: Many individuals who couldn’t pass the IELTS (English proficiency test) entered the country on visitor visas or through spousal sponsorships—some of which were questionable or fraudulent. During that time, the government was converting visitor visas into work permits with little to no scrutiny. Background checks and rejections were rare. Meanwhile, colleges rapidly expanded their intake capacity—understandably so, since international students pay three to four times more in tuition. At the same time, due to inflationary pressures, the government allowed international students to work 40 hours per week instead of the previous 20-hour limit. This created a new, ready-to-work labor force in just a year or two, heavily impacting the retail sector. As a result, a large portion of retail jobs shifted toward a single ethnic group, while many Canadian citizens found themselves sidelined. One key factor was flexibility. Many immigrant communities—particularly Indian—were more willing to accept irregular hours and last-minute shifts, often adopting a more compliant, “yes sir” attitude that employers found appealing. However, I’m already beginning to notice changes in the retail landscape, likely due to the government finally tightening immigration rules. Going forward, we don’t need to close our doors—but we do need smarter immigration policies, with proper checks and balances, to ensure fairness and sustainability for everyone.
Identity Attack0.010211408
Insult0.020772645
Profanity0.012961143
Threat0.006757513
Severe Toxicity0.0012016296
Low Tox 0.03828422 Constructive 0.779
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
My son is having a hard time finding a job. He is 22 and looking for anything. I told him to leave the country and come back and claim asylum. I am sure they would …
My son is having a hard time finding a job. He is 22 and looking for anything. I told him to leave the country and come back and claim asylum. I am sure they would not say anything because there are no checks and balances in our immigration system.
Identity Attack0.017766917
Insult0.012870909
Profanity0.012073003
Threat0.006699257
Severe Toxicity0.0010681152
Low Tox 0.03781283 Constructive 0.681 Personal_Narrative
Feb 26, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
A single rule can solve the problem, every International student should go back after completion of Post Graduate work permit, then they can apply through Express Entry, Immigration should check their credentials before letting them …
A single rule can solve the problem, every International student should go back after completion of Post Graduate work permit, then they can apply through Express Entry, Immigration should check their credentials before letting them in again
Identity Attack0.022992345
Insult0.011882903
Profanity0.0108774295
Threat0.0068999166
Severe Toxicity0.0010824203
Low Tox 0.037577134 Moderate Con 0.358 Policy_Critique
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Check on the root cause… welcome to India!
Check on the root cause… welcome to India!
Identity Attack0.019374741
Insult0.012490907
Profanity0.014703264
Threat0.008582866
Severe Toxicity0.0021457672
Low Tox 0.03592727 Moderate Con 0.369 Comparative_Framing
Aug 26, 2025 Why Canadians Are Turning Against …
Wow now you are figuring out. We knew it from beginning when govt allowed people in massive flow.no checking properly, bringing people who can give money to come... Now what are you doing about it …
Wow now you are figuring out. We knew it from beginning when govt allowed people in massive flow.no checking properly, bringing people who can give money to come... Now what are you doing about it rather than talking?
Identity Attack0.0017481487
Insult0.01838776
Profanity0.012346277
Threat0.0062785195
Severe Toxicity0.0008010864
Low Tox 0.03545588 Low Con 0.252
Oct 1, 2025 IRCC Names India in Study …
The 10:57 fact that they are thriving and Canadian born citizens can’t afford groceries and are living pay check to pay check
The 10:57 fact that they are thriving and Canadian born citizens can’t afford groceries and are living pay check to pay check
Identity Attack0.015958117
Insult0.013706914
Profanity0.010006369
Threat0.0059322207
Severe Toxicity0.0010538101
Low Tox 0.033334624 Moderate Con 0.351 Economic_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
You should check out coming Georgia next
You should check out coming Georgia next
Identity Attack0.010729378
Insult0.011540901
Profanity0.016957775
Threat0.009100696
Severe Toxicity0.0018882751
Low Tox 0.03309893 Moderate Con 0.306 Question
Feb 4, 2026 Inside Canada's Indian Invasion...
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 …
Should check out calgary alberta, to surrey vancouver bc.. 2 most migrated areas out west canada 🙄
Should check out calgary alberta, to surrey vancouver bc.. 2 most migrated areas out west canada 🙄
Identity Attack0.016460562
Insult0.012072904
Profanity0.010655395
Threat0.006168481
Severe Toxicity0.0010442734
Low Tox 0.030741978 Moderate Con 0.405 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
A very good move. I hope genuine people will be looked after and criminals, bad elements & weirdos will be checked thoroughly. However I hope the honest and sincere people will be recognised. The IRCC …
A very good move. I hope genuine people will be looked after and criminals, bad elements & weirdos will be checked thoroughly. However I hope the honest and sincere people will be recognised. The IRCC policy of refusing Visas to one and all with the same statement of overstaying and presumption that the visitors will not return is a standard excuse of visa refusal. This should be more foolproof and effective.
Identity Attack0.0008459363
Insult0.0140146725
Profanity0.0004678239
Threat0.0000924824
Severe Toxicity0.000004883466
Low Tox 0.030141091
Apr 14, 2025 2 likes
Cross check with refugee applicants.
Cross check with refugee applicants.
Identity Attack0.013345404
Insult0.010742896
Profanity0.011423977
Threat0.0070164283
Severe Toxicity0.0010156631
Low Tox 0.028620722 Low Con 0.215 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
Bro.. go check out Niagara Falls. Over run!
Bro.. go check out Niagara Falls. Over run!
Identity Attack0.0029598286
Insult0.013288911
Profanity0.012551232
Threat0.007754337
Severe Toxicity0.0011634827
Low Tox 0.027324399 Moderate Con 0.351 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Send ICE to America's northern border. Check every person, every car coming from Canada for their paperwork.
Send ICE to America's northern border. Check every person, every car coming from Canada for their paperwork.
Identity Attack0.010433395
Insult0.010780896
Profanity0.00995513
Threat0.008168601
Severe Toxicity0.0012779236
Low Tox 0.026145924 Low Con 0.207 Call_To_Action
Jan 29, 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.