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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: "i am sorry it is …" 147 comments · Page 5 of 6
To all foreigners reading this, india is not a monolith, india is very diverse, not all states are like punjab and haryana who, sorry to say but quite frankly deteriorate the image of india overseas. …
To all foreigners reading this, india is not a monolith, india is very diverse, not all states are like punjab and haryana who, sorry to say but quite frankly deteriorate the image of india overseas. Remember up bihar jharkhand punjab and haryana are the red flags especially punjab and haryana. The rest of india is decent.
Identity Attack0.10221587
Insult0.047935467
Profanity0.022013342
Threat0.008414571
Severe Toxicity0.004119873
Low Tox 0.1140901 Constructive 0.571 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Our government is the problem, they let this happen. Sorry they made this happen. Assimilate or get out. We the north strong and FREE. What happen to that
Our government is the problem, they let this happen. Sorry they made this happen. Assimilate or get out. We the north strong and FREE. What happen to that
Identity Attack0.020681098
Insult0.03588435
Profanity0.018734055
Threat0.008065036
Severe Toxicity0.0025177002
Low Tox 0.11367676 Low Con 0.297 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
All these problems caused by fraud, begin with a Canadian taking bribes to look the other way and RCMP&BorderPatrol found ish. The politicians are now seeking mileage as if they just found out about non …
All these problems caused by fraud, begin with a Canadian taking bribes to look the other way and RCMP&BorderPatrol found ish. The politicians are now seeking mileage as if they just found out about non compliance today. Nothing will change I am sorry.. but pockets will be lined.
Identity Attack0.034300596
Insult0.06023245
Profanity0.012926984
Threat0.007534259
Severe Toxicity0.0020885468
Low Tox 0.11305673 Moderate Con 0.353
Oct 1, 2025 IRCC Names India in Study …
I’m sorry Brian, but I cannot listen to anything that Jason Kenney has to say. He hurt me so badly during the Lockdowns. I am still holding onto sadness and anger when he locked us …
I’m sorry Brian, but I cannot listen to anything that Jason Kenney has to say. He hurt me so badly during the Lockdowns. I am still holding onto sadness and anger when he locked us down at Christmas. I cannot forgive him.
Identity Attack0.0045322375
Insult0.06250052
Profanity0.013371054
Threat0.007935578
Severe Toxicity0.001783371
Low Tox 0.112746716 Constructive 0.623 Personal_Narrative
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Get them all out!...it will open millions of jobs, there will be homes for our homeless and rents will decrease, there will be less wait times in the hospitals and less strain on our health …
Get them all out!...it will open millions of jobs, there will be homes for our homeless and rents will decrease, there will be less wait times in the hospitals and less strain on our health services, no 5 block line ups at the soup kitchen and food banks. Need I continue??? You get the idea. Sorry...Canada Belongs to Canadians and Canadians Needs Come First!
Identity Attack0.052944973
Insult0.02708937
Profanity0.011782649
Threat0.012233571
Severe Toxicity0.0034713745
Low Tox 0.11212669 Constructive 0.706
Dec 24, 2025 Deportations From Canada at Their …
I heard why the government did the immigrants wrong. I was talking to an uber driver and my pharmacist. They told me the promises of luxury in Canada has and offered for them to live …
I heard why the government did the immigrants wrong. I was talking to an uber driver and my pharmacist. They told me the promises of luxury in Canada has and offered for them to live a better lives. They didn't know after they came here for work and or college/university they become in major debt. They said that they're in a luxury debt and never getting out of debt knowing that they're stuck in Canada and can't be allowed to leave unless they pay off the debts. That's 100 % wrong to do that to people when they know they don't feel welcomed and want to go home. I'm a metis Canadian and I had to leave Ontario to find affordability and miss my home. GOVERNMENT THIS IS YOUR FAULT AND YOU KNOW IT! Let them go home in debt. You made this mess. FIX IT! Including the baby boomers that made the problem started 8 % rate interests to buy houses. That was a mistake that should be bought 1 house and nothing else. I forgot to add something. The uber driver told me that india doesn't know that it's a debt luxury trap that you can't leave unless you pay your debt. He felt alone and found some people and the internet to make himself feel better temporary. TEMPORARY! He hates it here, but he respects Canadians. He feels sorry for the new ones that are coming to become debt trap. It's the same for the pharmacy. She got into college to be a pharmacy and bought the store. She is on low income but doesn't qualify for any supports like benefits to pay off her medical things. The reason she can't because they'll see the pharmacy store is income. Wait what? So she doesn't quilify for benefits because she's making income to pay off her massive loan to do her job. It's not enough to live by as what she told me. She also does misses home, but also traped in luxury debt. This is what I have learned so far. I went through a car accident and coudln't get out of the car. I thought in Brampton, Ontario was the rudest people on the planet, but was saved by the angels of indian people saved me out of the vehicle from the smoke. I still thank you! There is still good people out there and some are stupid people out there. Keep it up because being kind gets you to be positive to others and make things better when the world is fcked right now.
Identity Attack0.060675595
Insult0.03566399
Profanity0.019348921
Threat0.0074824756
Severe Toxicity0.002822876
Low Tox 0.11129999 Constructive 0.816
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
It’s Canada we’ll give them a check an say thank you for coming to Canada sorry for the life you have
It’s Canada we’ll give them a check an say thank you for coming to Canada sorry for the life you have
Identity Attack0.04023018
Insult0.025800243
Profanity0.013302735
Threat0.010887212
Severe Toxicity0.0036811829
Low Tox 0.11078331 Moderate Con 0.388 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Sorry Brian Kenny doesn't deserve anyone's attention after what he did to Albertans..Never forgive
Sorry Brian Kenny doesn't deserve anyone's attention after what he did to Albertans..Never forgive
Identity Attack0.0064006294
Insult0.05144889
Profanity0.011389818
Threat0.0076637166
Severe Toxicity0.0016975403
Low Tox 0.10956833 Moderate Con 0.464 Identity_Assertion
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
I want to say thank you for doing this video and being honest...as a Canadian I'm feeling quite sick know that my daughter probably won't even be able to get a part time job to …
I want to say thank you for doing this video and being honest...as a Canadian I'm feeling quite sick know that my daughter probably won't even be able to get a part time job to save money for school since I can't afford it on my own. So if it's hard to get a job now why keep bringing people here. Obviously we would have enough jobs since there are so many people looking for jobs...sorry it's all boggling my mind.
Identity Attack0.030175667
Insult0.039444692
Profanity0.015557245
Threat0.0063367756
Severe Toxicity0.0018119812
Low Tox 0.10653123 Constructive 0.813 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
As a indian I'm sorry
As a indian I'm sorry
Identity Attack0.084182754
Insult0.02173949
Profanity0.031641733
Threat0.007819066
Severe Toxicity0.003643036
Low Tox 0.10609736 Constructive 0.506
Aug 25, 2025 7 likes Why Canadians Are Turning Against …
Buddy you're not asking native Canadians 😂 sorry
Buddy you're not asking native Canadians 😂 sorry
Identity Attack0.07425626
Insult0.027347196
Profanity0.0138151245
Threat0.0059775305
Severe Toxicity0.002231598
Low Tox 0.103494145 Low Con 0.257 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Sorry can't listen anymore more talk an talk and talk lol but nothing is happening time for Alberta to get out of this circus
Sorry can't listen anymore more talk an talk and talk lol but nothing is happening time for Alberta to get out of this circus
Identity Attack0.008509507
Insult0.04207976
Profanity0.019212283
Threat0.007314181
Severe Toxicity0.0021266937
Low Tox 0.102626406 Moderate Con 0.304 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All …
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All 2 billion ? what’s the limit? And what happens when you reach the limit and they still keep coming in ?
Identity Attack0.047190998
Insult0.026960457
Profanity0.015591404
Threat0.007353018
Severe Toxicity0.0023269653
Low Tox 0.102192536 Moderate Con 0.325
Mar 24, 2018 1 likes How much do refugees and …
Sorry bro but the moment you went to a trafficker and went an bought a knife have you had to defend yourself it would still be predetermined….
Sorry bro but the moment you went to a trafficker and went an bought a knife have you had to defend yourself it would still be predetermined….
Identity Attack0.00258985
Insult0.017936565
Profanity0.013029462
Threat0.056240413
Severe Toxicity0.0028038025
Low Tox 0.10089093 Low Con 0.215 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Since everyone is an immigrant in immigrant nations, they need to work on immigration and keep up their values as a nation. People exploiting Canada, US or anywhere should be stopped immediately, sorry but immigration …
Since everyone is an immigrant in immigrant nations, they need to work on immigration and keep up their values as a nation. People exploiting Canada, US or anywhere should be stopped immediately, sorry but immigration should work on that.
Identity Attack0.06613251
Insult0.02193286
Profanity0.011646013
Threat0.007832011
Severe Toxicity0.0019359589
Low Tox 0.09611836 Constructive 0.565
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Many Indians are GREAT. We are sorry for the bad ones.
Many Indians are GREAT. We are sorry for the bad ones.
Identity Attack0.060675595
Insult0.02193286
Profanity0.027000591
Threat0.00780612
Severe Toxicity0.0028800964
Low Tox 0.09394901 Constructive 0.548 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know …
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know it's not your fault. It's all the Liberal Gov's fault.
Identity Attack0.015757138
Insult0.034451995
Profanity0.012004685
Threat0.007145886
Severe Toxicity0.0016498566
Low Tox 0.09112182 Constructive 0.631
Nov 21, 2025 Quebec Ends Economic Immigration Program …
lol sry guys im not leaving haha (sorry for my english)
lol sry guys im not leaving haha (sorry for my english)
Identity Attack0.017063495
Insult0.021997316
Profanity0.054938845
Threat0.009437286
Severe Toxicity0.0037193298
Low Tox 0.08795626 Moderate Con 0.441 Humor_Satire
Jan 22, 2026 2.9 million Canadian temporary visas …
Yes this video is very informative ,every body truly speaks for me. Trudeau and is Government to be blame , Thanks to God he is gone,only sorry he didn't do so long before he did.
Yes this video is very informative ,every body truly speaks for me. Trudeau and is Government to be blame , Thanks to God he is gone,only sorry he didn't do so long before he did.
Identity Attack0.0066596144
Insult0.034341812
Profanity0.012107162
Threat0.0071070488
Severe Toxicity0.001745224
Low Tox 0.085582085 Constructive 0.628 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
I am sorry for immigrants but we can no longer fund these programs and born Quebec citizens can no longer afford to lose their jobs to immigrants and affordable housing. Wishing them all the best.
I am sorry for immigrants but we can no longer fund these programs and born Quebec citizens can no longer afford to lose their jobs to immigrants and affordable housing. Wishing them all the best.
Identity Attack0.05612817
Insult0.020063626
Profanity0.010108846
Threat0.006848133
Severe Toxicity0.0017642975
Low Tox 0.08241652 Constructive 0.688 Economic_Argument
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
Bye bye save our tax money for us sorry but yes Canadians first
Bye bye save our tax money for us sorry but yes Canadians first
Identity Attack0.038683333
Insult0.021352753
Profanity0.011406898
Threat0.0067251488
Severe Toxicity0.0019550323
Low Tox 0.07212844 Low Con 0.294 Economic_Argument
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My home was in brampton for a long time and I have personally seen the safety gone down, my family used to come back from trips with our garage open and everything would be completely fine. The long term sikhs and indians came and actually contributing positively and that can be seen with how good canada was pre 2020. Immigration too an extent was good, but mass immigration was never a good idea. In 2018-2019 the old time punjabi community was heavily against so many students coming in, so much so people that were indian had "no students" signs when renting their basements. It's sad to see people that came here running things so badly and ruining the effort and contributions made by many(I even face the consqeunces of things I have never done). Remeber don't be afraid to call out people for their bullshit, but also dont bash innocent people. Now many ppl came to canada and have done good like sikhs having the highest donors of blood, plasma, and platelets. We also giveway a lot in charity and food. A good news is Canada is cracking down on these bad people and quickly, and many good people who came are returning back home. I have seen a lot of videos online, but please remember algorithms and pushed media make things seem worse than they actually are. My message is I'm sorry for how these people are acting, my recent trip to Canada(brampton) I saw better quality service and more white folk too. Stay safe and god bless!
Identity Attack0.039456755
Insult0.022448512
Profanity0.027000591
Threat0.008181547
Severe Toxicity0.0032043457
Low Tox 0.06421452 Constructive 0.862 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Im not sorry but theve taken our jobs homes food low income services i want canada to become the 51st state and then ice will take them out
Im not sorry but theve taken our jobs homes food low income services i want canada to become the 51st state and then ice will take them out
Identity Attack0.0074365693
Insult0.022577424
Profanity0.0113215
Threat0.008738215
Severe Toxicity0.0018310547
Low Tox 0.05255287 Moderate Con 0.463
Jan 27, 2026 Inside Canada's Indian Invasion...
Its not as bad! I just feel really sorry for the young lady who said she has to wait 13 months for an MRI. She could be unalived in 13 months. 😢
Its not as bad! I just feel really sorry for the young lady who said she has to wait 13 months for an MRI. She could be unalived in 13 months. 😢
Identity Attack0.0034777985
Insult0.0142009165
Profanity0.013849284
Threat0.016465442
Severe Toxicity0.0020694733
Low Tox 0.050078966 Constructive 0.676
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
im sorry but ya i agree we are headed down a very bad road.
im sorry but ya i agree we are headed down a very bad road.
Identity Attack0.0054756827
Insult0.017549826
Profanity0.019075647
Threat0.008090926
Severe Toxicity0.0014019012
Low Tox 0.049831573 Moderate Con 0.432
Sep 9, 2025 1 likes Why Canadians Are Turning Against …

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.