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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: "*This is about our home …" 869 comments · Page 33 of 35
We will have our home again
We will have our home again
Identity Attack0.0070665907
Insult0.0096028885
Profanity0.016616182
Threat0.0101363575
Severe Toxicity0.0021266937
Low Tox 0.026970858 Moderate Con 0.417 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Not me watching this from my home 30 mins north of Brampton 😩 all facts we’ve been saying for decades
Not me watching this from my home 30 mins north of Brampton 😩 all facts we’ve been saying for decades
Identity Attack0.00310782
Insult0.011958904
Profanity0.014054239
Threat0.006763986
Severe Toxicity0.0012969971
Low Tox 0.026970858 Moderate Con 0.427 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The national school food program is definitely worthwhile. There’s a lot of children out there whose parents are short on time and cash to provide proper nutrition. It’s a terrible sad thing we should consider …
The national school food program is definitely worthwhile. There’s a lot of children out there whose parents are short on time and cash to provide proper nutrition. It’s a terrible sad thing we should consider bringing back home economics into the classroom.
Identity Attack0.0032928092
Insult0.013896915
Profanity0.010757872
Threat0.006084333
Severe Toxicity0.0006914139
Low Tox 0.02638162 Constructive 0.613 Moral_Argument
Jan 22, 2026 Canada’s new rules in 2026
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 …
All international students are required to provide documents and statement letters in their student visa applications to prove that they intend to return to their home countries after their studies. The only thing that is …
All international students are required to provide documents and statement letters in their student visa applications to prove that they intend to return to their home countries after their studies. The only thing that is expected (not guaranteed in any way) is a post-graduation work permit to give them a chance to acquire Canadian work experience and have enough points to apply for permanent residency if they choose to. The government should only be responsible for those who were already selected and approved for residency before changes to the regulations. All future applicants should be evaluated based on the latest changes. That is not new, and all current immigrant citizens had to adapt to the changes to requirements back in their time as well.
Identity Attack0.008250522
Insult0.013820915
Profanity0.011184863
Threat0.0063626673
Severe Toxicity0.0008869171
Low Tox 0.025085296 Constructive 0.622 Policy_Critique
Jan 22, 2026 Why Canada’s immigration system has …
BC affordable housing used to be a wait of a few months at most, now it takes years, and yes they take people who just walked in to the country. Older Canadians and vulnerable people …
BC affordable housing used to be a wait of a few months at most, now it takes years, and yes they take people who just walked in to the country. Older Canadians and vulnerable people are not a priority. For that there are shelters, which are not homes, at all.
Identity Attack0.010729378
Insult0.013174911
Profanity0.00948544
Threat0.0060325502
Severe Toxicity0.0008201599
Low Tox 0.024967449 Constructive 0.559 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Just a few hours from my home farm
Just a few hours from my home farm
Identity Attack0.0045692353
Insult0.009051885
Profanity0.015625564
Threat0.00933372
Severe Toxicity0.001783371
Low Tox 0.02449606 Moderate Con 0.406 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I am a new permanent resident in Canada. This video is very true regarding our integration. You are absolutely right. Newcomers must integrate, as it is the beginning of a new life in a new …
I am a new permanent resident in Canada. This video is very true regarding our integration. You are absolutely right. Newcomers must integrate, as it is the beginning of a new life in a new environment. What I do not fully agree with is when you complain about the social benefits given by the government to newcomers. It is not free money; we will pay it back later in taxes. We cannot build life projects depending on these benefits. Ask each newcomer if they are satisfied with these benefits rather than a good job. We want to contribute to the economy of this beautiful country. For example, I came to Canada with specific goals, including starting an IT company, which was difficult to achieve at home due to lack of opportunities. So, don't blame immigrants too much; in my opinion, responsibilities should be shared among all of us, including the government.
Identity Attack0.006696612
Insult0.013896915
Profanity0.011816809
Threat0.0062526283
Severe Toxicity0.0008869171
Low Tox 0.024260364 Constructive 0.915 Personal_Narrative
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
CBC keeps the propaganda rolling on and on..... anyone coming across the boarder gets free health care period but if you are a senior citizen in canada you lose your savings and property if you …
CBC keeps the propaganda rolling on and on..... anyone coming across the boarder gets free health care period but if you are a senior citizen in canada you lose your savings and property if you are admitted to a nursing home.... or have to stay in the hospital waiting to get into a nursing home FACT
Identity Attack0.004920715
Insult0.013402912
Profanity0.009434202
Threat0.0060260775
Severe Toxicity0.0007247925
Low Tox 0.023553278 Moderate Con 0.389
May 18, 2018 How much do refugees and …
Canada is still taking in 400k immigrants this year, that is no small number. Just building homes for 400k people in the major cities is a challenge.
Canada is still taking in 400k immigrants this year, that is no small number. Just building homes for 400k people in the major cities is a challenge.
Identity Attack0.013646871
Insult0.009678889
Profanity0.009109689
Threat0.00636914
Severe Toxicity0.0007867813
Low Tox 0.02343543 Moderate Con 0.406 Economic_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
It's no missing,they are working with Fade ID,special nursing home and Hospital, mc.donald,Tim Hortons
It's no missing,they are working with Fade ID,special nursing home and Hospital, mc.donald,Tim Hortons
Identity Attack0.002552852
Insult0.013630914
Profanity0.010894509
Threat0.006356194
Severe Toxicity0.00076293945
Low Tox 0.02343543 Constructive 0.535 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
I know where they all are!!!! In my small Canadian town. Just don't understand how its super easy for them to buy homes and drive NEW tesla's on a Tim Hortons wage????
I know where they all are!!!! In my small Canadian town. Just don't understand how its super easy for them to buy homes and drive NEW tesla's on a Tim Hortons wage????
Identity Attack0.006696612
Insult0.012794908
Profanity0.010638315
Threat0.0061037517
Severe Toxicity0.0009536743
Low Tox 0.023199737 Moderate Con 0.495
Oct 1, 2025 IRCC Names India in Study …
Brampton, my home and native land, has made me a millionaire
Brampton, my home and native land, has made me a millionaire
Identity Attack0.0073625734
Insult0.0105148945
Profanity0.016001316
Threat0.008026198
Severe Toxicity0.0015640259
Low Tox 0.02308189 Moderate Con 0.425 Personal_Narrative
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s happening here in California too. I’m all for diversity but when a demographic settles in an area and takes over it’s not fair to everyone else. Prime examples are Fremont and Pleasanton both my …
It’s happening here in California too. I’m all for diversity but when a demographic settles in an area and takes over it’s not fair to everyone else. Prime examples are Fremont and Pleasanton both my home towns. I moved away intentionally because everyone I knew growing up is gone.
Identity Attack0.0068446035
Insult0.011122898
Profanity0.011765569
Threat0.0068999166
Severe Toxicity0.0008535385
Low Tox 0.022846194 Constructive 0.684 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
How about we all just stay home till illegal migration is under control .
How about we all just stay home till illegal migration is under control .
Identity Attack0.0044137035
Insult0.0011702095
Profanity0.000041902826
Threat0.0028777868
Severe Toxicity0.0000058571864
Low Tox 0.022709263 Call_To_Action
Dec 9, 2025
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our …
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our first cars and our deposits for our first homes. Thanks Liberal government.
Identity Attack0.005771666
Insult0.013288911
Profanity0.00995513
Threat0.0062137907
Severe Toxicity0.0008249283
Low Tox 0.022374803 Constructive 0.593
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
As an immigrant of Canada, I migrated here in 1999 when I was like 4 years old, I love Canada, and I consider myself Canadian, with a Jamaican background, I share my culture, but I …
As an immigrant of Canada, I migrated here in 1999 when I was like 4 years old, I love Canada, and I consider myself Canadian, with a Jamaican background, I share my culture, but I assimilated to Canadian culture because this is where I live, my home, I want to be part of Canadian culture not too change it.
Identity Attack0.015455672
Insult0.00983089
Profanity0.011936366
Threat0.0064468146
Severe Toxicity0.0009393692
Low Tox 0.022021262 Constructive 0.777 Personal_Narrative
Sep 10, 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 …
Thank You for defending my home country 🫡🇨🇦
Thank You for defending my home country 🫡🇨🇦
Identity Attack0.0091384705
Insult0.008766884
Profanity0.015728042
Threat0.007573096
Severe Toxicity0.0016498566
Low Tox 0.021196328 Moderate Con 0.481 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
STOP handing out permanent residency status for students. Mm and 5 year citizenship process, and grandparents and parent visas. Maybe put military service attachment and see how many will really stay. Make it mandatory that …
STOP handing out permanent residency status for students. Mm and 5 year citizenship process, and grandparents and parent visas. Maybe put military service attachment and see how many will really stay. Make it mandatory that they can only apply for refugee status from home country. Not at the airport.
Identity Attack0.0071405866
Insult0.009165886
Profanity0.009767254
Threat0.0066668927
Severe Toxicity0.0007343292
Low Tox 0.020842785 Moderate Con 0.456 Policy_Critique
Feb 23, 2026 Canadian immigration officers investigating hundreds …
i just had an idea... why don't they go into trades to build homes. THAT would be contributing. not enough housing....you understand...? comprende mi amigo..!!
i just had an idea... why don't they go into trades to build homes. THAT would be contributing. not enough housing....you understand...? comprende mi amigo..!!
Identity Attack0.0026638457
Insult0.011236899
Profanity0.011133623
Threat0.0063626673
Severe Toxicity0.0008535385
Low Tox 0.020231359 Constructive 0.521
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
pretty wild how basic cable is a luxury honestly. Ive had it for a few months when my and my g/f moved to our very first apartment like 15-20 years ago and its been outa …
pretty wild how basic cable is a luxury honestly. Ive had it for a few months when my and my g/f moved to our very first apartment like 15-20 years ago and its been outa the budget ever since. Used to be in every middle class home across Canada
Identity Attack0.0043657473
Insult0.011160898
Profanity0.013029462
Threat0.0060908063
Severe Toxicity0.00076293945
Low Tox 0.019980038 Constructive 0.624 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
Canada is not an "economic zone", it is our home. Let's keep it that way.
Canada is not an "economic zone", it is our home. Let's keep it that way.
Identity Attack0.00725158
Insult0.009906891
Profanity0.009767254
Threat0.0065827454
Severe Toxicity0.00084400177
Low Tox 0.019226074 Moderate Con 0.44 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Canadian brothers, hold strong, we’ll have our homes again ✊🏻 Much love from your southern neighbor 🇺🇸
Canadian brothers, hold strong, we’ll have our homes again ✊🏻 Much love from your southern neighbor 🇺🇸
Identity Attack0.009286462
Insult0.008880884
Profanity0.011423977
Threat0.0074306927
Severe Toxicity0.0011825562
Low Tox 0.01822079 Moderate Con 0.495 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
in my home state of vermont
in my home state of vermont
Identity Attack0.0052906936
Insult0.008424882
Profanity0.01579636
Threat0.0077284453
Severe Toxicity0.0014019012
Low Tox 0.017718147 Moderate Con 0.351 Meta_Commentary
Jan 27, 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.