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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 #}

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Active: "Why does Canada get a …" 809 comments · Page 32 of 33
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 …
Im from the Netherlands ive been trying 2 years to move to Canada and its been difficult for me and now i see this im like i think Brampton might be my best try to …
Im from the Netherlands ive been trying 2 years to move to Canada and its been difficult for me and now i see this im like i think Brampton might be my best try to get into Canada😂
Identity Attack0.011321344
Insult0.009944891
Profanity0.015249812
Threat0.0076507707
Severe Toxicity0.0014305115
Low Tox 0.023199737 Constructive 0.548 Personal_Narrative
Feb 6, 2026 Inside Canada's Indian Invasion...
I can get custard and chips for for 6.00 chips are more expensive now which isnt such a bad thing if you want a healthier population. Am still loyal to my canada 🇨🇦
I can get custard and chips for for 6.00 chips are more expensive now which isnt such a bad thing if you want a healthier population. Am still loyal to my canada 🇨🇦
Identity Attack0.005512681
Insult0.011236899
Profanity0.0118338885
Threat0.006543908
Severe Toxicity0.0010108948
Low Tox 0.022846194 Constructive 0.654 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
I don't get if, If you're already in Canada why would you want to move to the US ?
I don't get if, If you're already in Canada why would you want to move to the US ?
Identity Attack0.012641981
Insult0.009469888
Profanity0.010689554
Threat0.0062137907
Severe Toxicity0.000910759
Low Tox 0.022610499 Moderate Con 0.302 Question
Feb 5, 2026 Inside Canada's Indian Invasion...
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just get control of it again. Also, yes, people coming in need to become Canadian... if you come here it's because you expect it to be better than where ever you left... so you need to embrace what's here, not try and change what's here to whatever you left.
Identity Attack0.009693438
Insult0.010096892
Profanity0.009118228
Threat0.0063497215
Severe Toxicity0.00071048737
Low Tox 0.021667719 Constructive 0.701 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
As a british immigrant living in Canada finding it more and more difficult to get visa renewals and PR because of these people thankyou ❤❤❤
As a british immigrant living in Canada finding it more and more difficult to get visa renewals and PR because of these people thankyou ❤❤❤
Identity Attack0.013144426
Insult0.009260887
Profanity0.010518758
Threat0.006051969
Severe Toxicity0.0008010864
Low Tox 0.021667719 Constructive 0.648
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
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 …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not just here in Canada. Let the fun times continue until we change the system.
Identity Attack0.0040142676
Insult0.012566907
Profanity0.011492296
Threat0.006479179
Severe Toxicity0.0007867813
Low Tox 0.021314176 Constructive 0.511
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did something wrong? Having that many people come is a strain on all our resources and job market. We have a right to decide who we need and want. Store manager is not a job that Canadians won't do.
Identity Attack0.009619443
Insult0.011844902
Profanity0.0094256615
Threat0.005922511
Severe Toxicity0.00069618225
Low Tox 0.020960633 Constructive 0.763 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Just curious if you are born in Canada, do you get automatic citizenship?
Just curious if you are born in Canada, do you get automatic citizenship?
Identity Attack0.011617327
Insult0.008538882
Profanity0.00998929
Threat0.0062332097
Severe Toxicity0.0007915497
Low Tox 0.019854378 Moderate Con 0.362 Question
Feb 23, 2026 Canada's tighter immigration policy divides …
We’re done in Canada. We’re so open minded…..you get it.
We’re done in Canada. We’re so open minded…..you get it.
Identity Attack0.0050687063
Insult0.010666896
Profanity0.010996987
Threat0.006874025
Severe Toxicity0.000872612
Low Tox 0.019603057 Low Con 0.286 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
CANADA IS LIKE THAT! WE CAN'T GO TO CANADA .WE ALL GET CHECK ! ASIAN HERE
CANADA IS LIKE THAT! WE CAN'T GO TO CANADA .WE ALL GET CHECK ! ASIAN HERE
Identity Attack0.020465802
Insult0.0029913438
Profanity0.00009030148
Threat0.00020251989
Severe Toxicity0.0000040622645
Low Tox 0.019197736 Unverified_Claim
Dec 11, 2025
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise …
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise to end FPTP? Yeah I had a little hope for that, that could have saved Canada.
Identity Attack0.0027378413
Insult0.012186904
Profanity0.010433359
Threat0.0063108844
Severe Toxicity0.0006580353
Low Tox 0.01834645 Constructive 0.654 Policy_Critique
Jun 21, 2025 1 likes How Canada broke its immigration …
I don't hink they are doing their job properly. And this will be a good chance to examine what is really happening, what are they doing. Canada needs to get fixed in terms of this …
I don't hink they are doing their job properly. And this will be a good chance to examine what is really happening, what are they doing. Canada needs to get fixed in terms of this situation.
Identity Attack0.0044767405
Insult0.009868891
Profanity0.009408582
Threat0.006712203
Severe Toxicity0.00067710876
Low Tox 0.016964182 Constructive 0.512
Oct 12, 2025 IRCC Names India in Study …
If you try to show "WE ARE VERY NICE" this is what you get... secondly CANADA is allowing anybody/everybody
If you try to show "WE ARE VERY NICE" this is what you get... secondly CANADA is allowing anybody/everybody
Identity Attack0.003884775
Insult0.009431887
Profanity0.010535837
Threat0.0061296434
Severe Toxicity0.000705719
Low Tox 0.016838523 Low Con 0.264 Policy_Critique
Sep 19, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
Thank you for reporting on this. We are tired. I miss my beautiful country. Hopefully we can have our old Canada back one day, when the right person finally gets elected.
Thank you for reporting on this. We are tired. I miss my beautiful country. Hopefully we can have our old Canada back one day, when the right person finally gets elected.
Identity Attack0.004846719
Insult0.0092228865
Profanity0.009493981
Threat0.0067898775
Severe Toxicity0.0007534027
Low Tox 0.015707577 Constructive 0.606 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada Border services should contact ICE and get the job done!
Canada Border services should contact ICE and get the job done!
Identity Attack0.0042917514
Insult0.008386881
Profanity0.009468361
Threat0.006835188
Severe Toxicity0.0007534027
Low Tox 0.014890783 Low Con 0.281 Call_To_Action
Feb 18, 2026 5 likes Canadian immigration officers investigating hundreds …
The only way you can get same day service in Canada is if you apply for MAID then it’s not a problem
The only way you can get same day service in Canada is if you apply for MAID then it’s not a problem
Identity Attack0.0062526376
Insult0.008538882
Profanity0.010143006
Threat0.0061231707
Severe Toxicity0.0006723404
Low Tox 0.014827953 Moderate Con 0.381
Aug 25, 2025 Why Canadians Are Turning Against …
I am emigrating to Canada as a permanent resident and I'd like to weigh in. You have to have $12,200 before you can arrive, you don't get government funded healthcare for 3 months or other …
I am emigrating to Canada as a permanent resident and I'd like to weigh in. You have to have $12,200 before you can arrive, you don't get government funded healthcare for 3 months or other benefits. I agree with this policy
Identity Attack0.005771666
Insult0.00819688
Profanity0.010177165
Threat0.0065956907
Severe Toxicity0.0007390976
Low Tox 0.014765122 Constructive 0.719
Feb 1, 2018 1 likes How much do refugees and …
the mim wage in gujarat india is 441 rupee per hour. 441 india rupee is $6.63 canada dollars. they come to canada and get a over 200 per cent wage increase.
the mim wage in gujarat india is 441 rupee per hour. 441 india rupee is $6.63 canada dollars. they come to canada and get a over 200 per cent wage increase.
Identity Attack0.0075845607
Insult0.008405882
Profanity0.01041628
Threat0.0062396824
Severe Toxicity0.0007200241
Low Tox 0.014576632 Moderate Con 0.301 Economic_Argument
Feb 22, 2026 2 likes LILLEY UNLEASHED: The fall of …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or the housing or the medical staff or the schooling to make this possible, but they’re gonna try it anyways
Identity Attack0.00310782
Insult0.008500882
Profanity0.010211324
Threat0.0062979385
Severe Toxicity0.0006532669
Low Tox 0.01237757 Low Con 0.218
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
How can they not know if students are compliant, how do they get into Canada? Education pathway is a big money making business for canadian institutions and outside education recruiting agents
How can they not know if students are compliant, how do they get into Canada? Education pathway is a big money making business for canadian institutions and outside education recruiting agents
Identity Attack0.003866276
Insult0.008329881
Profanity0.009468361
Threat0.005948403
Severe Toxicity0.0005030632
Low Tox 0.011749268 Low Con 0.265 Policy_Critique
Nov 14, 2025 IRCC Names India in Study …
Canadians should be glad they are even let in. All the drug smuggling is coming from the north. Our military is blowing up boats at the south. Nothing is getting in at the southern border. …
Canadians should be glad they are even let in. All the drug smuggling is coming from the north. Our military is blowing up boats at the south. Nothing is getting in at the southern border. So if there is drugs in America, it can only come from the north. Our so called friendS from Canada. Wasn't a Canadian Olympian the biggest drug smuggler caught?
Identity Attack0.0058678384
Insult0.0021849244
Profanity0.00007391613
Threat0.00023666167
Severe Toxicity0.000004027586
Low Tox 0.011741031 Unverified_Claim
Dec 10, 2025
Canada getting taste of its own medicine.
Canada getting taste of its own medicine.
Identity Attack0.001995419
Insult0.002132222
Profanity0.0000650361
Threat0.00018208963
Severe Toxicity0.0000030723445
Low Tox 0.007834989 Moral_Argument
Dec 11, 2025
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out when reading discover Canada. If you’re in doubt, don’t be. This is an excellent resource that can get you to pass the test in one sitting!
Identity Attack0.0017666477
Insult0.0068098716
Profanity0.00993805
Threat0.006162008
Severe Toxicity0.00046730042
Low Tox 0.007602467 Constructive 0.685 Solidarity
Dec 27, 2025 11 likes Canadian Citizenship Test 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.