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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: "This is the work of …" 1,725 comments · Page 54 of 69
Many new immigrants face difficulties in finding a job. They often have to go back to school at their own expense. They hope for job opportunities, only to discover in the end that it is …
Many new immigrants face difficulties in finding a job. They often have to go back to school at their own expense. They hope for job opportunities, only to discover in the end that it is hard to find work that matches their qualifications. This is the reality. Most immigrants end up doing physically demanding jobs, for low pay and often part-time, and this situation can last for years. Eventually, some start thinking about returning to their home country.This is what you need to know as a Canadian immigrant: this is the truth.
Identity Attack0.038683333
Insult0.023479814
Profanity0.012482914
Threat0.006641001
Severe Toxicity0.0016498566
Low Tox 0.063027434 Constructive 0.579 Personal_Narrative
Feb 6, 2026 1 likes How Canada broke its immigration …
I'm sure Canada's current economic conditions are a complete disappointment to any foreigners who were seeking a better life. Working for low wages and paying a very high cost of living is not sustainable for …
I'm sure Canada's current economic conditions are a complete disappointment to any foreigners who were seeking a better life. Working for low wages and paying a very high cost of living is not sustainable for anyone.
Identity Attack0.031206898
Insult0.023866551
Profanity0.011150704
Threat0.006045496
Severe Toxicity0.0011825562
Low Tox 0.06184035 Constructive 0.633
Dec 10, 2025 Quebec Ends Economic Immigration Program …
A vast majority of hotels provide room & board for immigrants where they have no bills to pay such as power, water, gas, tv, wifi etc as it’s all included. They hold a job working …
A vast majority of hotels provide room & board for immigrants where they have no bills to pay such as power, water, gas, tv, wifi etc as it’s all included. They hold a job working in the hotel that takes away employment opportunities for Canadians. I know first hand that some businesses such as gas stations will only hire immigrants - not Canadian citizens. All they want or talk about is PR, PR, PR. The whole situation is extraordinarily economically harmful for Canadians and our youth.
Identity Attack0.038683333
Insult0.019870255
Profanity0.0098868115
Threat0.006757513
Severe Toxicity0.0016784668
Low Tox 0.06184035 Constructive 0.714
Aug 27, 2025 3 likes Why Canadians Are Turning Against …
This is common sense! . You should see how many peoole are in Vancouver, working illegally. Tons!!. I challenged one of them and he said : ' I am not leaving. '
This is common sense! . You should see how many peoole are in Vancouver, working illegally. Tons!!. I challenged one of them and he said : ' I am not leaving. '
Identity Attack0.021585498
Insult0.02283525
Profanity0.014293353
Threat0.006815769
Severe Toxicity0.0015735626
Low Tox 0.06184035 Constructive 0.624 Personal_Narrative
Feb 25, 2026 'We do know that there's …
These students should be sent asap. They will be burdened on taxpayers. I know some students they worked very hard. They recieved degrees & diplomas and are working and contributing to the Canadian economy.
These students should be sent asap. They will be burdened on taxpayers. I know some students they worked very hard. They recieved degrees & diplomas and are working and contributing to the Canadian economy.
Identity Attack0.009545447
Insult0.024124376
Profanity0.012722028
Threat0.0101363575
Severe Toxicity0.0017929077
Low Tox 0.061444655 Constructive 0.721 Economic_Argument
Oct 20, 2025 1 likes IRCC Names India in Study …
I think you have missed the point: People DO NOT actually TRUST ONE-ANOTHER VERY MUCH. So people sit down TRYING YO DEVISE "PLANS" such that the think that they are MINIMIZING the risks inherent in …
I think you have missed the point: People DO NOT actually TRUST ONE-ANOTHER VERY MUCH. So people sit down TRYING YO DEVISE "PLANS" such that the think that they are MINIMIZING the risks inherent in INTERACTING WITH PEOPLE THAT YOU DO NOT TRUST, AS IF YOU CAN TRUST THEM. This NEVER WORKS and always makes a big bizarre mess.
Identity Attack0.0029783275
Insult0.028392024
Profanity0.013678487
Threat0.0062914654
Severe Toxicity0.0012683868
Low Tox 0.06065326 Moderate Con 0.489 Moral_Argument
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
I'm born in Quebec, I moved in different provinces for work and when I came back, i was treated like an immigrant. Go figure
I'm born in Quebec, I moved in different provinces for work and when I came back, i was treated like an immigrant. Go figure
Identity Attack0.04280826
Insult0.019419061
Profanity0.011406898
Threat0.0061814263
Severe Toxicity0.0012969971
Low Tox 0.06065326 Constructive 0.617
Nov 23, 2025 13 likes Quebec Ends Economic Immigration Program …
Why does Canada need 1 million international students (as per Statista) it makes no sense. The total working population is around 20mn, where can we absorb 5% more suddenly assuming all these want to work, …
Why does Canada need 1 million international students (as per Statista) it makes no sense. The total working population is around 20mn, where can we absorb 5% more suddenly assuming all these want to work, and plus there will be local Canadian students. This is a monumental fraud which needs to stop. Even USA with 9x population and economy doesnt have so many students
Identity Attack0.016460562
Insult0.026960457
Profanity0.0128245065
Threat0.006272047
Severe Toxicity0.0011968613
Low Tox 0.06065326 Constructive 0.538
Sep 30, 2025 1 likes IRCC Names India in Study …
DEI doesn’t work anywhere only one culture can dominate and one culture has to be submissive we get to decide which one ☝️
DEI doesn’t work anywhere only one culture can dominate and one culture has to be submissive we get to decide which one ☝️
Identity Attack0.021083053
Insult0.019161236
Profanity0.013063621
Threat0.007249452
Severe Toxicity0.0016593933
Low Tox 0.06065326 Moderate Con 0.359 Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of …
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of the Canadians accepted foreign work experience so they created thier own jobs . B4 asking why aren’t you integrating has Canada asked the tough questions to themselves why do they make it hard for ppl to find jobs in the first place ? In India community is a strong feature no matter where you are they will create an environment that replicates home to ensure their roots stay strong and it’s also for support, loneliness and many things . Now ppl from India don’t just come to Canada due to job crisis back home they come bcz they want to escape the 1.4 billion population and suffocation that comes with it . The negative thing about Indians is they don’t know what’s right n wrong . It’s a thin line bcz that common sense isn’t taught in India . In India your in a race if you snooze you loose so those bad habits of trying to beat the competition comes with a world of bad manners and bad civic sense . Which now unfortunately due to cities like these won’t go away . They’ll stay the same bcz Brampton is that home away from home comfort pillow tat screams LETS NOT CHANGE .
Identity Attack0.03223813
Insult0.026702631
Profanity0.015249812
Threat0.006479179
Severe Toxicity0.0018978119
Low Tox 0.06065326 Constructive 0.671 Policy_Critique
Nov 9, 2025 Inside Canada's Indian Metropolis (Brampton)
The indian guy literally said he and his wife came as a nurse... which is much needed in Canada... where the others you interviewed vetted when they came into the country? what was their 'hard …
The indian guy literally said he and his wife came as a nurse... which is much needed in Canada... where the others you interviewed vetted when they came into the country? what was their 'hard work' that got them qualified to come in
Identity Attack0.04667538
Insult0.018967867
Profanity0.012687869
Threat0.006149062
Severe Toxicity0.0015258789
Low Tox 0.06025757 Constructive 0.518 Question
Sep 30, 2025 24 likes Inside Canada's Indian Metropolis (Brampton)
Start checking the Indian Resturant, that's where their working.
Start checking the Indian Resturant, that's where their working.
Identity Attack0.04822223
Insult0.017872108
Profanity0.013849284
Threat0.00704232
Severe Toxicity0.00166893
Low Tox 0.059974585 Moderate Con 0.393 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
I share the same sentiments as these Canadian citizens.I'm an immigrant myself, and it is our moral obligation, to respect the culture and Laws, etc. There are people coming from other countries, especially in certain …
I share the same sentiments as these Canadian citizens.I'm an immigrant myself, and it is our moral obligation, to respect the culture and Laws, etc. There are people coming from other countries, especially in certain parts of Asia, as if they are here to take over Canada. Some years ago I was going home from work about 9 :45 pm and an Indian female told me to get up from beside her, so her friend could sit beside her.
Identity Attack0.06294931
Insult0.018129934
Profanity0.013439372
Threat0.0072753434
Severe Toxicity0.0019931793
Low Tox 0.059727192 Constructive 0.857
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
lol I work at Tim hortons
lol I work at Tim hortons
Identity Attack0.0066596144
Insult0.021675033
Profanity0.035148825
Threat0.0074565844
Severe Toxicity0.0024986267
Low Tox 0.059479803 Moderate Con 0.373 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
As one gentleman was saying they don't pay taxes... that has no facts, that is only his opinion. Every immigrat i know works two jobs to succeed and pays his or her share of taxes. …
As one gentleman was saying they don't pay taxes... that has no facts, that is only his opinion. Every immigrat i know works two jobs to succeed and pays his or her share of taxes. Some of these individuals interviewed had now knowledge but just opinion. The host should be asking experts not just random people. When we need a kidney transplant, we see specific specialist, not random people on the street. To fix any issues in our society, we need to interview experts, not option based people
Identity Attack0.021585498
Insult0.026315894
Profanity0.014498309
Threat0.0066927844
Severe Toxicity0.0013923645
Low Tox 0.059479803 Constructive 0.807 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You were lucky to say you were from Portugal! xD We are mostly good people , you need to work on that "obrigado" tho 😂😂
You were lucky to say you were from Portugal! xD We are mostly good people , you need to work on that "obrigado" tho 😂😂
Identity Attack0.025002124
Insult0.01961243
Profanity0.028503597
Threat0.008440462
Severe Toxicity0.002708435
Low Tox 0.059479803 Constructive 0.514 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
The Indian immigrants are the best; they work hard, have very close families and are the sweetest people I've ever met.
The Indian immigrants are the best; they work hard, have very close families and are the sweetest people I've ever met.
Identity Attack0.05089863
Insult0.015796926
Profanity0.023652986
Threat0.007961469
Severe Toxicity0.0030326843
Low Tox 0.059232414 Constructive 0.643
Oct 12, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
At least they’re working not acting busy with phones and saying our wives are working 😂
At least they’re working not acting busy with phones and saying our wives are working 😂
Identity Attack0.0059936526
Insult0.023221988
Profanity0.017914234
Threat0.006375613
Severe Toxicity0.0016021729
Low Tox 0.059232414 Low Con 0.254 Humor_Satire
Jan 27, 2026 310 likes Inside Canada's Indian Invasion...
When I came to Canada, I paid my fees, didn’t worked until my paperwork came out, paid my taxes, no support from the government. Now the get everything for free, support from the government and …
When I came to Canada, I paid my fees, didn’t worked until my paperwork came out, paid my taxes, no support from the government. Now the get everything for free, support from the government and still try to trick the system in their advantage.
Identity Attack0.017465452
Insult0.025929155
Profanity0.012482914
Threat0.0065050707
Severe Toxicity0.0014305115
Low Tox 0.059232414 Constructive 0.54
Jan 9, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
I was the lawyer invited to this interview, and after reading some comments celebrating the end of the PEQ, I feel the need to clarify a few things. The people affected by this are not …
I was the lawyer invited to this interview, and after reading some comments celebrating the end of the PEQ, I feel the need to clarify a few things. The people affected by this are not “abusing the system.” this was the program for people that came here legally and are working. To qualify for the PEQ, they had to be working full time, they pay taxes, they speak the language. They’re fixing our roads, keeping hospitals running, welding, machining, doing the jobs most of us take for granted every single day. The hard truth is that Canadians have stopped having enough children, and we simply don’t have enough young people with the skills to fill these roles. Yes, we absolutely should invest more in education and trade programs for our youth — my employer clients are begging young people to become mechanics, welders, skilled workers, often in the regions. Most don’t take those jobs, and even when they do, training takes two to three years. Our industries need people now, or parts of the economy will stall, and that affects all of us as Quebecers and Canadians. These workers are not asking for charity. They are already on the front lines keeping key sectors alive. Ending programs like the PEQ doesn’t punish “illegals” or “free riders”; it punishes people who are already integrated, working, and contributing to the society we all share. Also, all they are asking is for the new rules to not be applied to them retroactively, only for those coming new into the country, otherwise it is rug pulling those already here that played by the rules, and when the government does it to us we don't like, on principle of fairness, whatever you think of the numbers, too high too low, doesn't matters, it is the least we can all get behind as humans.
Identity Attack0.008583503
Insult0.028281843
Profanity0.01893901
Threat0.007197669
Severe Toxicity0.0017166138
Low Tox 0.058737632 Constructive 0.841 Personal_Narrative
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Also, Sharia law didn't work in your home country... so how will it work in Canada?
Also, Sharia law didn't work in your home country... so how will it work in Canada?
Identity Attack0.04641757
Insult0.01617693
Profanity0.011099464
Threat0.006220264
Severe Toxicity0.001707077
Low Tox 0.058737632 Low Con 0.224
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Stop temporary work visas and International students.
Stop temporary work visas and International students.
Identity Attack0.031206898
Insult0.015948927
Profanity0.010365041
Threat0.008065036
Severe Toxicity0.0015354156
Low Tox 0.058737632 Low Con 0.177
Jan 9, 2026 New rules, regulations take effect …
We like to bring in people from everywhere and pay them more money than working Canadians get using tax dollars. Then they collect OAS and leave the country, pass away and their families collect on …
We like to bring in people from everywhere and pay them more money than working Canadians get using tax dollars. Then they collect OAS and leave the country, pass away and their families collect on that OAS for as long as they can without consequence
Identity Attack0.02821777
Insult0.019161236
Profanity0.010740792
Threat0.0075083673
Severe Toxicity0.0017356873
Low Tox 0.058737632 Moderate Con 0.381
Jun 22, 2025 How Canada broke its immigration …
Say what you will but Canadians have worked and paid in CPP and paid taxes all their working lives. These migrants who walk across our border or the ones Trudeau has allowed into the country …
Say what you will but Canadians have worked and paid in CPP and paid taxes all their working lives. These migrants who walk across our border or the ones Trudeau has allowed into the country the majority of them are not sponsored by family or orginizations have never worked or paid taxes are getting the same amount as us. Is that fair?? NO
Identity Attack0.034558404
Insult0.02012808
Profanity0.0103821205
Threat0.0060325502
Severe Toxicity0.0013637543
Low Tox 0.05824285 Constructive 0.598
Dec 21, 2018 How much do refugees and …
There are businesses hiring International students as full time employees, paying less and also there seem to be under the table fees collected from the students. I personally heard from Indian students that I met …
There are businesses hiring International students as full time employees, paying less and also there seem to be under the table fees collected from the students. I personally heard from Indian students that I met at work places. I had been a lucrative business for business owners who gain more from the fraudulant international student problem than the businesses themselves. There are lots of small businesses just for that purpose, I believe. This issue have to be addressed from across the isle.
Identity Attack0.025605056
Insult0.026444806
Profanity0.015147334
Threat0.006641001
Severe Toxicity0.0012969971
Low Tox 0.05824285 Constructive 0.813
Oct 7, 2025 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.