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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: "I have some family in …" 569 comments · Page 22 of 23
Don't go to your family doctor you will have a long wait go directly in the hospital and wait and they will do all your tests you need done
Don't go to your family doctor you will have a long wait go directly in the hospital and wait and they will do all your tests you need done
Identity Attack0.0029968263
Insult0.010362893
Profanity0.013302735
Threat0.008077981
Severe Toxicity0.0013160706
Low Tox 0.027206551 Moderate Con 0.427 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The overwhelming problem that people struggle to realize is Canada with its roughly 40,000,000 people are going to notice an influx from a country that has over 1 billion and is quickly modernizing which is …
The overwhelming problem that people struggle to realize is Canada with its roughly 40,000,000 people are going to notice an influx from a country that has over 1 billion and is quickly modernizing which is allowing families to leave their country and immigrant around the world just like they should. Localization is only prompted by friendly circumstances. It is seen everywhere with cultural neighborhoods
Identity Attack0.014852738
Insult0.011730902
Profanity0.00952814
Threat0.005919275
Severe Toxicity0.0008583069
Low Tox 0.026617315 Constructive 0.573 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
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)
Atleast they’re working hard trying to provide for their families instead of “praying 12 hours a day”
Atleast they’re working hard trying to provide for their families instead of “praying 12 hours a day”
Identity Attack0.003366805
Insult0.014124917
Profanity0.010723713
Threat0.0058804373
Severe Toxicity0.0007390976
Low Tox 0.026263772 Moderate Con 0.308 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
50k per family? I was born here wheres my 50k handout???
50k per family? I was born here wheres my 50k handout???
Identity Attack0.004402745
Insult0.010096892
Profanity0.012448754
Threat0.0065180166
Severe Toxicity0.00096321106
Low Tox 0.025674535 Moderate Con 0.317
Dec 21, 2021 1 likes How much do refugees and …
My sister was going to immigrate to Australia from South Africa with her family. They expected her to be able to take care of them for 5yrs, have a certain amount of money to do …
My sister was going to immigrate to Australia from South Africa with her family. They expected her to be able to take care of them for 5yrs, have a certain amount of money to do so. That wasn't a problem as she owned a medical supply company and was a registered nurse,trained in Canada, worked in Florida for 5yrs. The only metric she didn't meet was age, she was over 45, rejected 😢
Identity Attack0.010729378
Insult0.010286893
Profanity0.010604155
Threat0.006168481
Severe Toxicity0.0007867813
Low Tox 0.025085296 Constructive 0.766 Personal_Narrative
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
God said to take care of your own people and family before helping someone else or strangers , even though Jesus teaches us about charity and love of neighbour ,, but where do we stop …
God said to take care of your own people and family before helping someone else or strangers , even though Jesus teaches us about charity and love of neighbour ,, but where do we stop and consider what is going on ,
Identity Attack0.009545447
Insult0.010780896
Profanity0.011099464
Threat0.00598724
Severe Toxicity0.00077724457
Low Tox 0.024967449 Constructive 0.526 Moral_Argument
Aug 28, 2025 Why Canadians Are Turning Against …
Pls come to Alberta. They working in fast foods and they using the bank account to receive the paycheck deposited to their friends or family which is permanent residence or Canadian. They change location almost …
Pls come to Alberta. They working in fast foods and they using the bank account to receive the paycheck deposited to their friends or family which is permanent residence or Canadian. They change location almost every year.
Identity Attack0.00984143
Insult0.012148905
Profanity0.009681856
Threat0.0059937127
Severe Toxicity0.00084877014
Low Tox 0.024378212 Constructive 0.505 Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
I had close family that's been in Brampton since I was a little boy. I visited every year so I for to see what it was like. I think sometime in the 90s I started …
I had close family that's been in Brampton since I was a little boy. I visited every year so I for to see what it was like. I think sometime in the 90s I started to see more and more Indians. Either way, we are all God's children. I know this won't sit well with my fellow Canadians, but I welcome anyone who wants to build a life in Canada and adopt our values.
Identity Attack0.015857628
Insult0.010400894
Profanity0.011423977
Threat0.006375613
Severe Toxicity0.0009822845
Low Tox 0.024142517 Constructive 0.805
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I hope you make donations to the Whittaker family
I hope you make donations to the Whittaker family
Identity Attack0.0051427023
Insult0.0116169015
Profanity0.015181494
Threat0.007948523
Severe Toxicity0.0015354156
Low Tox 0.02402467 Moderate Con 0.402 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Current migration minister is the tallest one in her family last 3 generations. Address 751 Toadstool Lane, Hobbitville, Cape Bretonn.
Current migration minister is the tallest one in her family last 3 generations. Address 751 Toadstool Lane, Hobbitville, Cape Bretonn.
Identity Attack0.0062526376
Insult0.011920903
Profanity0.010979908
Threat0.006653947
Severe Toxicity0.0009012222
Low Tox 0.02343543 Moderate Con 0.491 Unverified_Claim
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Dusabled 60 year old here. My government is kind enough to give this 6th generation canadian 940 dollars per month to try to exist on. All my family fought in ww1 and ww2 as well …
Dusabled 60 year old here. My government is kind enough to give this 6th generation canadian 940 dollars per month to try to exist on. All my family fought in ww1 and ww2 as well as other peace keeping etc.
Identity Attack0.0047357255
Insult0.010628895
Profanity0.011201942
Threat0.0067057298
Severe Toxicity0.00093460083
Low Tox 0.022610499 Constructive 0.659
Aug 26, 2025 Why Canadians Are Turning Against …
Decrease the property tax for low income families
Decrease the property tax for low income families
Identity Attack0.006030651
Insult0.010248893
Profanity0.010296722
Threat0.006653947
Severe Toxicity0.000910759
Low Tox 0.021785567 Low Con 0.239
Jan 16, 2026 Canada’s new rules in 2026
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 …
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 …
The very first thing she said was untrue ,family members have never been forced to repay ANY assistance given although in theory they are supposed to.
The very first thing she said was untrue ,family members have never been forced to repay ANY assistance given although in theory they are supposed to.
Identity Attack0.0015631594
Insult0.011160898
Profanity0.010706633
Threat0.0059548756
Severe Toxicity0.0005698204
Low Tox 0.018849092 Constructive 0.579
Sep 10, 2018 10 likes How much do refugees and …
my family came to BC in 1958
my family came to BC in 1958
Identity Attack0.006363631
Insult0.008443882
Profanity0.01620627
Threat0.0076766624
Severe Toxicity0.0013542175
Low Tox 0.01859777 Moderate Con 0.394
Dec 28, 2025 Inside Canada's Indian Metropolis (Brampton)
The declining birthrate is directly tied to the economy. It's not that people aren't capable of having big families, it's that it's been made unaffordable to do so.
The declining birthrate is directly tied to the economy. It's not that people aren't capable of having big families, it's that it's been made unaffordable to do so.
Identity Attack0.0032373124
Insult0.0096028885
Profanity0.010638315
Threat0.006110225
Severe Toxicity0.0006079674
Low Tox 0.01834645 Moderate Con 0.412 Economic_Argument
Dec 5, 2025 1 likes 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 …
My family came here in the 1700s on the Hector..
My family came here in the 1700s on the Hector..
Identity Attack0.0058456613
Insult0.008595883
Profanity0.014703264
Threat0.007547205
Severe Toxicity0.0011396408
Low Tox 0.017969469 Moderate Con 0.477
Aug 26, 2025 Why Canadians Are Turning Against …
Before French and English colonization, First Nations people spoke hundreds of distinct, diverse Indigenous languages from numerous families like Algonquian (Cree, Anishinaabemowin), Athabaskan/Na-Dené (Dene, Tlingit), Iroquoian (Haudenosaunee/Iroquois), Siouan, and Salish, among others, forming complex linguistic …
Before French and English colonization, First Nations people spoke hundreds of distinct, diverse Indigenous languages from numerous families like Algonquian (Cree, Anishinaabemowin), Athabaskan/Na-Dené (Dene, Tlingit), Iroquoian (Haudenosaunee/Iroquois), Siouan, and Salish, among others, forming complex linguistic landscapes across North America, with major families like Algonquian and Na-Dené covering vast territories.  Key Language Families & Examples: Algonquian: Spoken across eastern and central North America, including Cree (Nēhiyawēwin), Ojibway (Anishinaabemowin), Blackfoot (Siksiká), and Montagnais (Innu). Athabaskan (Na-Dené): Found in the northwest and parts of the plains, encompassing languages like Dene (Dënesųłiné), Tłı‌chǫ, and Tlingit. Iroquoian: Spoken by peoples like the Haudenosaunee (Mohawk, Oneida, Seneca, etc.) and Wendat (Huron) in the Northeast. Siouan: Languages like Nakoda (Stoney) in the Plains region. Pacific Coast Languages: A huge diversity, including Salish, Tsimshian, Wakashan, and Haida.
Identity Attack0.011617327
Insult0.010666896
Profanity0.018187506
Threat0.00866054
Severe Toxicity0.0017929077
Low Tox 0.014765122 Constructive 0.595 Meta_Commentary
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Canada’s fertility rate collapsed to ~1.25 (historic low). Instead of supporting families, housing, and wages, government chose population replacement via mass immigration. That’s not demographic policy — that’s demographic outsourcing.
Canada’s fertility rate collapsed to ~1.25 (historic low). Instead of supporting families, housing, and wages, government chose population replacement via mass immigration. That’s not demographic policy — that’s demographic outsourcing.
Identity Attack0.005956655
Insult0.008291881
Profanity0.008887654
Threat0.006039023
Severe Toxicity0.0006008148
Low Tox 0.014639461 Moderate Con 0.427 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Excellent reporting, sir. I, too, am an immigrant over 30 years. My family and I immigrated here from Ireland 🇮🇪 to become Canadians 🇨🇦 And all did just that. 🙏💜🇨🇦✝️
Excellent reporting, sir. I, too, am an immigrant over 30 years. My family and I immigrated here from Ireland 🇮🇪 to become Canadians 🇨🇦 And all did just that. 🙏💜🇨🇦✝️
Identity Attack0.008546505
Insult0.007873878
Profanity0.011116544
Threat0.006330303
Severe Toxicity0.00086307526
Low Tox 0.014513801 Constructive 0.74 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Hopefully the tax for middle class and lower income family will make grocery prices easier
Hopefully the tax for middle class and lower income family will make grocery prices easier
Identity Attack0.0045507364
Insult0.008899884
Profanity0.00951106
Threat0.005974294
Severe Toxicity0.00059843063
Low Tox 0.01426248 Moderate Con 0.327
Jan 5, 2026 New rules, regulations take effect …
Thank you Lord Jesus for the gift of life and blessings to me and my family $14,120.47 weekly profit Our lord Jesus have lifted up my Life!!!🙏❤️❤️
Thank you Lord Jesus for the gift of life and blessings to me and my family $14,120.47 weekly profit Our lord Jesus have lifted up my Life!!!🙏❤️❤️
Identity Attack0.0045692353
Insult0.0073988754
Profanity0.012892825
Threat0.0069516995
Severe Toxicity0.0014019012
Low Tox 0.01426248 Constructive 0.53 Advertisement_Spam
Sep 30, 2025 27 likes IRCC Names India in Study …

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.