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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: "They all need to go …" 355 comments · Page 14 of 15
It’s time to stop all these creative wars that’s going on.Canadian are suffering financially and our monies are supporting war when Canadians are struggling to buy food. Th3 government needs to do something about this …
It’s time to stop all these creative wars that’s going on.Canadian are suffering financially and our monies are supporting war when Canadians are struggling to buy food. Th3 government needs to do something about this problem now.
Identity Attack0.011469335
Insult0.011692902
Profanity0.00995513
Threat0.007935578
Severe Toxicity0.001039505
Low Tox 0.027442247 Constructive 0.511 Economic_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
When Immigrating to a country you need to assimilate to the country you are going to not the country you are from. There is a reson you left the country leave that country identity gone …
When Immigrating to a country you need to assimilate to the country you are going to not the country you are from. There is a reson you left the country leave that country identity gone dont being it to a new place.
Identity Attack0.014852738
Insult0.00983089
Profanity0.010672474
Threat0.0062267366
Severe Toxicity0.000872612
Low Tox 0.027324399 Moderate Con 0.489 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
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 …
Canadians need to know??? Don't go.
Canadians need to know??? Don't go.
Identity Attack0.041309193
Insult0.0030131268
Profanity0.00010365524
Threat0.00042226308
Severe Toxicity0.0000054260313
Low Tox 0.02689705 Call_To_Action
Dec 10, 2025
Good!! More need to go. Many more!
Good!! More need to go. Many more!
Identity Attack0.0036997858
Insult0.010818896
Profanity0.013063621
Threat0.009204263
Severe Toxicity0.0016212463
Low Tox 0.026263772 Moderate Con 0.423 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
Good, more need to go!
Good, more need to go!
Identity Attack0.0032928092
Insult0.010970897
Profanity0.013712646
Threat0.009048914
Severe Toxicity0.0014972687
Low Tox 0.025556687 Moderate Con 0.388 Fear_Threat
Jan 1, 2026 Deportations From Canada at Their …
I wonder what Carney thinks of this this needs to go to the house of commons
I wonder what Carney thinks of this this needs to go to the house of commons
Identity Attack0.0027933381
Insult0.011198899
Profanity0.011765569
Threat0.007922632
Severe Toxicity0.001001358
Low Tox 0.023906821 Moderate Con 0.322 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
Hopefully that’s per month. That’s what it should be. Hope you don’t need to go to the hospital. We are full
Hopefully that’s per month. That’s what it should be. Hope you don’t need to go to the hospital. We are full
Identity Attack0.0027563404
Insult0.00975489
Profanity0.01261955
Threat0.007547205
Severe Toxicity0.0010681152
Low Tox 0.023317585 Constructive 0.515 Fear_Threat
Jan 1, 2026 Deportations From Canada at Their …
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 …
07:00 she needs to go into healthcare (RN). It's one of the easier ways to increase your income.
07:00 she needs to go into healthcare (RN). It's one of the easier ways to increase your income.
Identity Attack0.002626848
Insult0.009564889
Profanity0.011441057
Threat0.0066151097
Severe Toxicity0.001001358
Low Tox 0.020842785 Moderate Con 0.406
Aug 25, 2025 Why Canadians Are Turning Against …
You know, I said I wasn't going to drink tonight. I need a beer.
You know, I said I wasn't going to drink tonight. I need a beer.
Identity Attack0.0027008436
Insult0.008690883
Profanity0.0137468055
Threat0.0074954215
Severe Toxicity0.0010490417
Low Tox 0.017969469 Moderate Con 0.424 Humor_Satire
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Endless gone Is there a panel that decides on the aslym claim or one person what is the actual process and does it need to go through the senate to become law
Endless gone Is there a panel that decides on the aslym claim or one person what is the actual process and does it need to go through the senate to become law
Identity Attack0.0031633168
Insult0.008785884
Profanity0.01261955
Threat0.0069516995
Severe Toxicity0.0007534027
Low Tox 0.017466826 Low Con 0.237 Question
Feb 23, 2026 'We do know that there's …
I’m 25 and if I had a child right now I’d need to work a second job just to keep from going into debt. That’s why birth rates are low. It’s an economic problem, not …
I’m 25 and if I had a child right now I’d need to work a second job just to keep from going into debt. That’s why birth rates are low. It’s an economic problem, not a fertility problem.
Identity Attack0.00310782
Insult0.008500882
Profanity0.010979908
Threat0.0065050707
Severe Toxicity0.000667572
Low Tox 0.017089844 Moderate Con 0.464 Economic_Argument
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
People who arrived to the land 150 years ago having issue with the people arriving 50 years ago. Growup we need new minds to keep city going thats what happened 150, 50yrs ago and now …
People who arrived to the land 150 years ago having issue with the people arriving 50 years ago. Growup we need new minds to keep city going thats what happened 150, 50yrs ago and now today.
Identity Attack0.0034777985
Insult0.009906891
Profanity0.009716015
Threat0.0063432488
Severe Toxicity0.000705719
Low Tox 0.016838523 Constructive 0.518
Jan 8, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
If only discussion will take place, nothing in this matter is going to change. We need action from the government.
If only discussion will take place, nothing in this matter is going to change. We need action from the government.
Identity Attack0.0030708222
Insult0.00817788
Profanity0.011355659
Threat0.007935578
Severe Toxicity0.00081062317
Low Tox 0.01608456 Low Con 0.26 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
Canada needs its own version of ICE. An ICE that does its job but at the meantime doesn't go unchecked.
Canada needs its own version of ICE. An ICE that does its job but at the meantime doesn't go unchecked.
Identity Attack0.0030153254
Insult0.007987879
Profanity0.009493981
Threat0.0065050707
Severe Toxicity0.0006198883
Low Tox 0.010806813 Low Con 0.282 Call_To_Action
Feb 21, 2026 2.9 million Canadian temporary visas …
If you're Canadian,you don't need to face any border measures by just not going to the United States of Ammo.Why go to Trump's prison if they're are so many better and safer places to travel …
If you're Canadian,you don't need to face any border measures by just not going to the United States of Ammo.Why go to Trump's prison if they're are so many better and safer places to travel to.
Identity Attack0.0031212054
Insult0.0018402105
Profanity0.000058827416
Threat0.00014311883
Severe Toxicity0.0000030153317
Low Tox 0.007891749
Dec 8, 2025
Just want to highlight something critically important : Canada had in their past gone through a 10 million increase from 20 to 30 million ppl in 30 years from 1970 to 2000. then in the …
Just want to highlight something critically important : Canada had in their past gone through a 10 million increase from 20 to 30 million ppl in 30 years from 1970 to 2000. then in the next 25 years, going from 30 to 40 million ppl. so essentially it's not just population increase which only accelerated a bit, but it's the fact they didn't expand their economic market size to accomodate and reflect the needs that come with this increase.
Identity Attack0.0021551251
Insult0.0069143726
Profanity0.0092292465
Threat0.005854546
Severe Toxicity0.00044345856
Low Tox 0.006942749 Moderate Con 0.458
Jun 24, 2025 1 likes How Canada broke its immigration …
Trump will be gone soon. Things will go back to normal. The only reason why I will not go to the USA is because I don't feel safe down there anymore. Canadians just have to …
Trump will be gone soon. Things will go back to normal. The only reason why I will not go to the USA is because I don't feel safe down there anymore. Canadians just have to wait until a Democrat is president again if they really need to go there. I would rather go to another country for vacation. Plenty of safer places to go.
Identity Attack0.00015178563
Insult0.0018463861
Profanity0.000065314794
Threat0.0001947979
Severe Toxicity0.0000030311344
Low Tox 0.0048855473 Personal_Narrative
Dec 10, 2025
Well, you do not need to bother their whatever rules if you do not go there, right?!😂🎉 So simple, just pass USA until it is tamed back being civilized.
Well, you do not need to bother their whatever rules if you do not go there, right?!😂🎉 So simple, just pass USA until it is tamed back being civilized.
Identity Attack0.00037235592
Insult0.0010652016
Profanity0.00007141146
Threat0.0002614447
Severe Toxicity0.000003176095
Low Tox 0.00482604
Dec 9, 2025
Why are any Canadians going to the USA. Canada, Canada Canadian Businesses and Fellow Canadians need our fellow Canadians not be SELFISH and Support the USA BOYCOTT, No vacationing No dining No shopping No sports …
Why are any Canadians going to the USA. Canada, Canada Canadian Businesses and Fellow Canadians need our fellow Canadians not be SELFISH and Support the USA BOYCOTT, No vacationing No dining No shopping No sports events No musical festivals All those things are wants not needs!!! Support your country keep the pressure on!!
Identity Attack0.00132066
Insult0.0019126767
Profanity0.000046899
Threat0.000039868628
Severe Toxicity0.0000021527212
Low Tox 0.0047451705
Dec 11, 2025
Why would you go through all of that get the drive across and shop? Why would you put yourself through all of that? Do you really need something there that bad that you can’t stay …
Why would you go through all of that get the drive across and shop? Why would you put yourself through all of that? Do you really need something there that bad that you can’t stay out of there?
Identity Attack0.00013909946
Insult0.00069403555
Profanity0.000046308498
Threat0.0001238946
Severe Toxicity0.000002672484
Low Tox 0.0019540174 Question
Dec 9, 2025 1 likes
American here and we really don't care if you come to visit. We don't care if you buy our products or not. In fact, I would guess most Americans don't even know the tariff war …
American here and we really don't care if you come to visit. We don't care if you buy our products or not. In fact, I would guess most Americans don't even know the tariff war we have going on with your country. We are 12x your size and you folks really need to wake up and realize that.
Identity Attack0.0001824266
Insult0.0005665862
Profanity0.000031188018
Threat0.000038105616
Severe Toxicity0.0000020557559
Low Tox 0.001267438 Identity_Assertion
Dec 7, 2025 12 likes
No we don't. We just don't need to go. EVER.
No we don't. We just don't need to go. EVER.
Identity Attack0.00016421004
Insult0.00031714543
Profanity0.000026687485
Threat0.000046231762
Severe Toxicity0.000002422505
Low Tox 0.00093945005
Dec 11, 2025
No need to go there, there's lots to do and see in Canada. 🇨🇦
No need to go there, there's lots to do and see in Canada. 🇨🇦
Identity Attack0.00012058259
Insult0.00023009678
Profanity0.000027533984
Threat0.000036471163
Severe Toxicity0.0000020613531
Low Tox 0.0007051512 Solidarity
Dec 9, 2025

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.