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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: "No kidding this is what …" 314 comments · Page 13 of 13
When came as a 5 year old 50+ yars ago my family and I were accused of not assimilating so not much has changed. I've got kids half my age telling me to assimilate
When came as a 5 year old 50+ yars ago my family and I were accused of not assimilating so not much has changed. I've got kids half my age telling me to assimilate
Identity Attack0.008435511
Insult0.010666896
Profanity0.01627459
Threat0.0069516995
Severe Toxicity0.0012207031
Low Tox 0.026499467 Constructive 0.586 Personal_Narrative
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
to have more babies you need to give good job wage to your citizen ... If people cannot feed themself, buy a home /retire, they won't have kids
to have more babies you need to give good job wage to your citizen ... If people cannot feed themself, buy a home /retire, they won't have kids
Identity Attack0.003385304
Insult0.011122898
Profanity0.010604155
Threat0.0069516995
Severe Toxicity0.0008916855
Low Tox 0.025203144 Moderate Con 0.345
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for both part & full time. I apply for at least 10-20 a day. I’m not getting calls for interviews. I’ve even applied twice to one job because I was not chosen but 2 weeks later the same position was back. I’m fortunate enough to not have to work. I have a husband that makes a very good salary that pays for all of the bills , groceries & vacations. Up until Covid collapsed my 2 franchises & I was sinking more money in than making it I had to sell one for 1/3 of what I paid for it & give the other away. I started a small business at home doing lash extensions. I have my regular clients. But if I want to save my own money it’s not sustainable or steady. I want to work because I enjoy leaving my home not to just go grocery shopping or visit family. That’s even if they are home from work. I like having a purpose. I’m skilled in accounting, cleaning, sales, marketing, customer service you name it. Many might say that I’m very lucky. I am very blessed but it’s also very lonely. Plus I have always worked & had independence. I hate asking my husband to send me money so I can pay my cell, credit card bills. I don’t even go shopping without him for new clothes because I rely on him to pay for those too. Hypothetically we broke up tomorrow I’d be screwed. I worry about if he dies. There’s life insurance but we still have a mortgage to pay & monthly bills. Plus of course I’d make sure his kids got some too. Not to mention I’ve had mental health struggles with social anxiety & agoraphobia years ago. The more I stay home the more I get anxious about going out. Days can get boring & then I find myself napping all afternoon. I need a job. I just want my own money. I don’t want to go to my husband every 3 months & ask him to send me 2000.00 to clear up my overdraft for one business day. I don’t even want to have to use it. Sorry for the rant but I feel that even when filing out applications many times I’m asked if I’m racialized. In other words is my skin brown.
Identity Attack0.005771666
Insult0.012946909
Profanity0.013576009
Threat0.006382086
Severe Toxicity0.0010490417
Low Tox 0.021549871 Constructive 0.835 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
My immigrants parent came to Canada and embraced everything about this country and raised us kids as Canadian
My immigrants parent came to Canada and embraced everything about this country and raised us kids as Canadian
Identity Attack0.013646871
Insult0.0086718835
Profanity0.013610168
Threat0.0066151097
Severe Toxicity0.0011396408
Low Tox 0.021314176 Constructive 0.552 Personal_Narrative
Sep 5, 2025 2 likes Why Canadians Are Turning Against …
Good step by government Canadians first great news for Canadian kids having hard time to find jobs
Good step by government Canadians first great news for Canadian kids having hard time to find jobs
Identity Attack0.008324518
Insult0.010552894
Profanity0.009459821
Threat0.006317357
Severe Toxicity0.0008392334
Low Tox 0.02072494 Moderate Con 0.464 Economic_Argument
Jan 11, 2026 Deportations From Canada at Their …
It's their country & they can do whatever they want. If you raise your family you want your kids to grow in a safe environment so.... No problem
It's their country & they can do whatever they want. If you raise your family you want your kids to grow in a safe environment so.... No problem
Identity Attack0.008916483
Insult0.008329881
Profanity0.011970525
Threat0.0063885585
Severe Toxicity0.0009012222
Low Tox 0.0201057 Moderate Con 0.454 Solidarity
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
I'm an immigrant, move here for 25 years and me and my kids adapted to the culture and I agree with all the Canadians.
I'm an immigrant, move here for 25 years and me and my kids adapted to the culture and I agree with all the Canadians.
Identity Attack0.011987305
Insult0.00813988
Profanity0.011816809
Threat0.0065827454
Severe Toxicity0.00094890594
Low Tox 0.01847211 Constructive 0.774
Aug 27, 2025 Why Canadians Are Turning Against …
Remove the child tax benefit. Family’s with 6 kids receive almost $60k a year completely tax free. I can’t even believe this is where our hard earned money is going.
Remove the child tax benefit. Family’s with 6 kids receive almost $60k a year completely tax free. I can’t even believe this is where our hard earned money is going.
Identity Attack0.0017019014
Insult0.010286893
Profanity0.010672474
Threat0.006155535
Severe Toxicity0.00064373016
Low Tox 0.01834645 Moderate Con 0.479
Aug 28, 2025 3 likes Why Canadians Are Turning Against …
So, my kids can finally find a job?
So, my kids can finally find a job?
Identity Attack0.0023863618
Insult0.007360875
Profanity0.012073003
Threat0.0065827454
Severe Toxicity0.0007867813
Low Tox 0.015142105 Moderate Con 0.387
Jan 15, 2026 83 likes 2.9 million Canadian temporary visas …
Thanks for sharing this.. I came here 17 years ago, and my kids grew here, and we faced the same challenges.
Thanks for sharing this.. I came here 17 years ago, and my kids grew here, and we faced the same challenges.
Identity Attack0.0032003147
Insult0.0067908717
Profanity0.011099464
Threat0.006647474
Severe Toxicity0.00066280365
Low Tox 0.009110395 Constructive 0.709 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
And take their kids with them. That why they come here I believe. So sad. Have baby in Canada baby a Canadian citizen, this should not be, parents leave all kids go with them
And take their kids with them. That why they come here I believe. So sad. Have baby in Canada baby a Canadian citizen, this should not be, parents leave all kids go with them
Identity Attack0.0001268618
Insult0.0002289029
Profanity0.00002218595
Threat0.0000871751
Severe Toxicity0.000002496202
Low Tox 0.0007544657
Apr 17, 2025 8 likes
good me and my kids can have better chances at jobs !!!!
good me and my kids can have better chances at jobs !!!!
Identity Attack0.000061667124
Insult0.00018353817
Profanity0.000021149743
Threat0.000037666032
Severe Toxicity0.0000021678245
Low Tox 0.00048648674
Apr 16, 2025 1 likes
Refugees make 7k with 4 kids . Great , LIMA Sold in market .Work permit need to cut in numbers . and International students needs to slow down .
Refugees make 7k with 4 kids . Great , LIMA Sold in market .Work permit need to cut in numbers . and International students needs to slow down .
Identity Attack0.000083146835
Insult0.00015745849
Profanity0.000015644278
Threat0.000037995556
Severe Toxicity0.0000022768295
Low Tox 0.0004362653
Dec 7, 2025
First of all why give pension to people who has never worked here. Their kids sponsored them and should take responsibility
First of all why give pension to people who has never worked here. Their kids sponsored them and should take responsibility
Identity Attack0.000040596668
Insult0.00018585112
Profanity0.000017946737
Threat0.000023101817
Severe Toxicity0.0000019644938
Low Tox 0.00037879279
Apr 18, 2025 20 likes

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.