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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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
Active: "There has to be someone …" 349 comments · Page 13 of 14
Call any big Canadian company, Bell, you get someone from the Philippines. Scotia bank, you get someone in Mexico and so on. They make billions and yet decide to hire outside of Canada. But when …
Call any big Canadian company, Bell, you get someone from the Philippines. Scotia bank, you get someone in Mexico and so on. They make billions and yet decide to hire outside of Canada. But when they hire someone from Canada, you stay on "temporary" status for years. After 2 or 3 years they move you to "temp full time" status and so on..... Most Canadians know this!
Identity Attack0.025806036
Insult0.015720926
Profanity0.01127026
Threat0.0065180166
Severe Toxicity0.0013542175
Low Tox 0.040430736 Constructive 0.525 Economic_Argument
Feb 15, 2026 Canada's tighter immigration policy divides …
Im just glad they are safe it must feel good as a man too finally get paid for the hard work they can do in a day. But I'm sure there is someone out there …
Im just glad they are safe it must feel good as a man too finally get paid for the hard work they can do in a day. But I'm sure there is someone out there that is going to take advantage of them by paying for cheap labor.
Identity Attack0.0068076057
Insult0.018967867
Profanity0.012551232
Threat0.0067057298
Severe Toxicity0.0008535385
Low Tox 0.039462693 Constructive 0.719
Sep 5, 2018 How much do refugees and …
If you can't find a local person to work at your fast food restaurant, try increasing the wage, improving work conditions, providing benefits, having a retention bonus, etc Flying someone 10000 km to an urban …
If you can't find a local person to work at your fast food restaurant, try increasing the wage, improving work conditions, providing benefits, having a retention bonus, etc Flying someone 10000 km to an urban center to work at Tim Hortons only makes economic sense if you plan to exploit them.
Identity Attack0.0029228306
Insult0.015872927
Profanity0.012004685
Threat0.01086132
Severe Toxicity0.0013542175
Low Tox 0.03828422 Moderate Con 0.483
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
As someone from Toronto we call it "Brown Town"
As someone from Toronto we call it "Brown Town"
Identity Attack0.016259583
Insult0.016100928
Profanity0.012448754
Threat0.0072235605
Severe Toxicity0.0015544891
Low Tox 0.037105743 Moderate Con 0.447 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
If we live, we will live for this India and if we die, we will die for this India, and even after our death, if someone listens to our ashes flowing in the waters of …
If we live, we will live for this India and if we die, we will die for this India, and even after our death, if someone listens to our ashes flowing in the waters of Ganga, only one voice will come out - Bharat Mata ki Jai 🙏🙏🙏
Identity Attack0.018168874
Insult0.021159383
Profanity0.025770858
Threat0.024235269
Severe Toxicity0.007820129
Low Tox 0.03639866 Moderate Con 0.414
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone …
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone else. We are a sinking ship at the momment. lets not bring everyone down with it.
Identity Attack0.017264472
Insult0.013478912
Profanity0.010313802
Threat0.007870848
Severe Toxicity0.0011587143
Low Tox 0.036162965 Constructive 0.604 Fear_Threat
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
Someone is FINALLY talking about this!
Someone is FINALLY talking about this!
Identity Attack0.004439743
Insult0.012604907
Profanity0.019895468
Threat0.008440462
Severe Toxicity0.0019168854
Low Tox 0.03545588 Moderate Con 0.375
Jan 27, 2026 Inside Canada's Indian Invasion...
he is saying if someone in AI wants to come, would be discouraged to come here, however most of the people coming here seems to be minimum wage workers
he is saying if someone in AI wants to come, would be discouraged to come here, however most of the people coming here seems to be minimum wage workers
Identity Attack0.010729378
Insult0.015036922
Profanity0.012995303
Threat0.0065697995
Severe Toxicity0.0010824203
Low Tox 0.035220183 Moderate Con 0.416
Nov 22, 2025 2 likes Quebec Ends Economic Immigration Program …
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past …
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past many local Canadians volunteered extensively in our community. That has gone away in present day. Dont let someone giving a free lunch fool you into thinking they do nothing wrong
Identity Attack0.0046987277
Insult0.018774498
Profanity0.015830519
Threat0.006925808
Severe Toxicity0.0008773804
Low Tox 0.035220183 Constructive 0.791
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Wait, if someone who needs deporting needs life saving medicine why should the Canadian medical system pay for them?
Wait, if someone who needs deporting needs life saving medicine why should the Canadian medical system pay for them?
Identity Attack0.011839314
Insult0.011730902
Profanity0.010125926
Threat0.007586042
Severe Toxicity0.0010633469
Low Tox 0.034041706 Low Con 0.29 Question
Dec 31, 2025 Deportations From Canada at Their …
Someone tell me where this guy with the bike stays…
Someone tell me where this guy with the bike stays…
Identity Attack0.002885833
Insult0.015416925
Profanity0.0128245065
Threat0.0076507707
Severe Toxicity0.0012969971
Low Tox 0.033334624 Moderate Con 0.369 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond Library, studied the map and etc. Some I remember are: 1. What is the common term for someone elected in Federal elections? A. Riding Winner B. Member of Parliament C. Senate D. Federal Executive. 2. Which of the following represents being Canadian and expresses national identity? A. Symbols like Maple leaf B. Equality C. Unity D. Human Right Commission 3. Jury duty consists of partial jurors and past jurors (in similar meaning) True or False. 4. French and English are: A. Fighting rebellion in 1800s B. French joined hands with Americans to fight against English C. Lived together for 300 years D. All of the above 5. Got a basic question about suffrage movement 6. What are prairie provinces? Saskatchewan, Alberta, Manitoba (SAM) 7. I got a question about provinces from west to east on Canada map. Please look and memorize the provinces locations. 8. Got a question about Peace Arch in Blaine 9. Question about Peace Tower like what was built after first world War. 10. Question about Aboriginals. Ans: First Nations, Metis and Inuits 11. Branches of Parliament Ans: Sovereign, House of commons and Senate 12. Courts do: Ans: Settle disputes These all what I remember. I am not sure which ones I got wrong. Might be in the first 5 I posted here. Test is not difficult but it is better to go through this video multiple times and do some other mock tests as well, in my opinion. Thank you and All the Best 😊
Identity Attack0.010729378
Insult0.017227544
Profanity0.015010698
Threat0.006647474
Severe Toxicity0.0014209747
Low Tox 0.032863233 Constructive 0.818 Personal_Narrative
Feb 10, 2026 21 likes Canadian Citizenship Test 2025 – …
Dialysis is for people with CHRONIC kidney disease, just how long are we supposed to fund the worlds treatment? Our healthcare system is strained to its capacity! Every week one can find a news story …
Dialysis is for people with CHRONIC kidney disease, just how long are we supposed to fund the worlds treatment? Our healthcare system is strained to its capacity! Every week one can find a news story about someone who was waitlisted too long for an oncologist or a scan, and no longer has a chance of recovery ❤️‍🩹
Identity Attack0.00673361
Insult0.014162917
Profanity0.011219022
Threat0.00636914
Severe Toxicity0.0012397766
Low Tox 0.03192045 Constructive 0.657 Policy_Critique
Dec 24, 2025 Deportations From Canada at Their …
Why does anyone need to pay someone to walk across the border? It’s the world’s largest undefended border
Why does anyone need to pay someone to walk across the border? It’s the world’s largest undefended border
Identity Attack0.008916483
Insult0.010932897
Profanity0.012175481
Threat0.0071070488
Severe Toxicity0.0012111664
Low Tox 0.030506283 Low Con 0.169 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
as someone who lives in Ontario please help us man I can't w the amount of them
as someone who lives in Ontario please help us man I can't w the amount of them
Identity Attack0.0093974555
Insult0.012034904
Profanity0.012380436
Threat0.00789674
Severe Toxicity0.0013446808
Low Tox 0.03015274 Constructive 0.506 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Finally someone is sticking up for Canadians and for Canada
Finally someone is sticking up for Canadians and for Canada
Identity Attack0.012340514
Insult0.010666896
Profanity0.010774951
Threat0.009230154
Severe Toxicity0.0013065338
Low Tox 0.029917045 Moderate Con 0.333 Solidarity
Sep 29, 2025 879 likes IRCC Names India in Study …
I got 15/20. I'm passes right? Pls someone reply
I got 15/20. I'm passes right? Pls someone reply
Identity Attack0.00673361
Insult0.010020891
Profanity0.020373698
Threat0.0100069
Severe Toxicity0.002040863
Low Tox 0.029799197 Moderate Con 0.457 Question
Dec 22, 2025 Canadian Citizenship Test 2025 – …
I know someone working in that department who was complaining to their supervisor about massive fraud as far back as 2017, and they were told to keep pushing people through because the government wanted numbers.
I know someone working in that department who was complaining to their supervisor about massive fraud as far back as 2017, and they were told to keep pushing people through because the government wanted numbers.
Identity Attack0.0029413297
Insult0.01617693
Profanity0.010979908
Threat0.0064144502
Severe Toxicity0.00071525574
Low Tox 0.029563503 Constructive 0.57 Personal_Narrative
Feb 17, 2026 122 likes LILLEY UNLEASHED: The fall of …
Thank you Michelle.. finally someone is asking the right questions. If these four women.. do not have a clue where these 79,000 students are they should be held accountable. They should be investigated..
Thank you Michelle.. finally someone is asking the right questions. If these four women.. do not have a clue where these 79,000 students are they should be held accountable. They should be investigated..
Identity Attack0.009545447
Insult0.01313691
Profanity0.009417122
Threat0.006757513
Severe Toxicity0.000667572
Low Tox 0.028031485 Constructive 0.625
Sep 29, 2025 IRCC Names India in Study …
Oh my goodness someone’s actually saying something about it
Oh my goodness someone’s actually saying something about it
Identity Attack0.004920715
Insult0.010894896
Profanity0.021535112
Threat0.0083886795
Severe Toxicity0.00166893
Low Tox 0.027913637 Moderate Con 0.336 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has …
As a multi-generational, born-and-raised Canadian citizen. Recently, I have been unemployed for 1 year and 2 months, which is the longest I have ever gone without a job in my entire life. My EI has run out, and during this stressful time, I have only had 4 actual interviews with real human beings. I am also a caregiver for both of my parents, and working remotely has been my profession for the last 7 years. Remote work allows me to both care for them and bring in a full-time income. Despite having 30 years of customer service experience, I find myself being overlooked. Many companies now use AI to prescreen resumes, so if your resume isn’t ATS-friendly, it often never gets seen by a human. Even if you make it past that stage, there are endless AI-driven assessments before you even have a chance to speak with someone. And when you finally do, it’s often yet another layer of screening rather than a real interview. I know I bring value — I consistently receive compliments from customers across cultures for speaking clearly, precisely, and making their experience enjoyable. Yet I find myself competing with younger candidates who can work longer hours, or new immigrants that companies often prioritize, sometimes with government incentives. At 55, I feel like I’m being overlooked despite my proven skills and professionalism. Right now, I live with my retired parents and should be caring for them. Instead, my father is helping me pay my bills so I don’t ruin the credit I worked so hard to build. If I don’t secure a job soon, I fear I’ll lose everything else I’ve managed to hold onto. The stress is overwhelming — I cry daily, and on top of everything, I also face health issues of my own, but I have no space to focus on them because survival takes priority. Canada today feels very different from the country I grew up in. Since the pandemic, things have become harder in every way — jobs, housing, and simply living. Even if I manage to secure work, rent alone now takes up nearly 75% of what I’d earn, not even including other basic bills. It’s disheartening to feel like no matter how hard I push, I can’t get ahead.
Identity Attack0.006474625
Insult0.015796926
Profanity0.014293353
Threat0.0064079775
Severe Toxicity0.0012207031
Low Tox 0.027560094 Constructive 0.813 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
someone and a lot of people voted for this and look what we have FREE RIDE
someone and a lot of people voted for this and look what we have FREE RIDE
Identity Attack0.0025713511
Insult0.012262905
Profanity0.01261955
Threat0.007081157
Severe Toxicity0.0013446808
Low Tox 0.026499467 Moderate Con 0.41 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
My english isn't good enough to understand clearly what she said about the 50 000 dollars. Can someone explain to me please? Did she say refugees get 50 000 Dollars as a gift to settle …
My english isn't good enough to understand clearly what she said about the 50 000 dollars. Can someone explain to me please? Did she say refugees get 50 000 Dollars as a gift to settle in Canada? Or I understood it wrong?
Identity Attack0.010951365
Insult0.011882903
Profanity0.00993805
Threat0.005964585
Severe Toxicity0.0006532669
Low Tox 0.026028076 Constructive 0.52
Nov 2, 2018 1 likes How much do refugees and …
God said to take care of your own people and family before helping someone else or strangers , even though Jesus teaches us about charity and love of neighbour ,, but where do we stop …
God said to take care of your own people and family before helping someone else or strangers , even though Jesus teaches us about charity and love of neighbour ,, but where do we stop and consider what is going on ,
Identity Attack0.009545447
Insult0.010780896
Profanity0.011099464
Threat0.00598724
Severe Toxicity0.00077724457
Low Tox 0.024967449 Constructive 0.526 Moral_Argument
Aug 28, 2025 Why Canadians Are Turning Against …
How someone is surviving high inflation without work and even without work permit 😅
How someone is surviving high inflation without work and even without work permit 😅
Identity Attack0.0024973555
Insult0.011312899
Profanity0.012380436
Threat0.0060196044
Severe Toxicity0.00089645386
Low Tox 0.024731753 Moderate Con 0.319 Question
Sep 28, 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.