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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: "Over the years I have …" 1,624 comments · Page 57 of 65
Canadian parents who were born OUTSIDE of Canada can now pass their citizenship to their kids who are also born OUTSIDE of Canada as long as the parents can prove they spent 3 years in …
Canadian parents who were born OUTSIDE of Canada can now pass their citizenship to their kids who are also born OUTSIDE of Canada as long as the parents can prove they spent 3 years in Canada. What?? Why??
Identity Attack0.016963007
Insult0.011578901
Profanity0.010979908
Threat0.0058027627
Severe Toxicity0.0010204315
Low Tox 0.03309893 Moderate Con 0.368 Question
Jan 15, 2026 Canada’s new rules in 2026
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 – …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
Tried to have a conversation with my Indian Uber driver. He only responded with "I am here 2 years" and "No English". And that's not an uncommon occurrence anymore.
Tried to have a conversation with my Indian Uber driver. He only responded with "I am here 2 years" and "No English". And that's not an uncommon occurrence anymore.
Identity Attack0.021585498
Insult0.012186904
Profanity0.0128245065
Threat0.0063950317
Severe Toxicity0.001001358
Low Tox 0.03192045 Constructive 0.585 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, proof that I had paid the college (at least 1st year), English, a Bachelor degree (education), a clear criminal history, and what attach me to my country. I had to study hard, and only after graduation I could have 3y work permit. By working in Canada I could get more point to become a permanent resident. After 2y having my PR, I could get the citizenship, but I had to prove I pay taxes, clear criminal history, and other things that show I would be a good citizen. So, I worked (and still work) hard, I am currently in two jobs and at school taking my masters, I respect the laws, I respect the culture (I never tried to impose mine), and I pay over CAD$10.000 in taxes per year on my income. That said, I feel as a slap on my face when fraudulent and dishonest people are able to be here cheating the system in any way. Some people may say I am an immigrant against immigration. NO, I am in favor of people taking the right path to immigrate, and make real contributions for this country, not coming to be scammers and criminals.
Identity Attack0.0076955543
Insult0.017227544
Profanity0.015079016
Threat0.006492125
Severe Toxicity0.0011730194
Low Tox 0.03192045 Constructive 0.774
Oct 10, 2025 IRCC Names India in Study …
my test is in 8 days please pray for me as i've been waiting for my citizenship for 9 years . Edit : I passed, Good luck to you all
my test is in 8 days please pray for me as i've been waiting for my citizenship for 9 years . Edit : I passed, Good luck to you all
Identity Attack0.008139528
Insult0.010894896
Profanity0.016752819
Threat0.008789998
Severe Toxicity0.0016307831
Low Tox 0.03192045 Constructive 0.596 Personal_Narrative
Jan 17, 2026 3 likes Canadian Citizenship Test 2025 – …
I go next year ..i mean next month
I go next year ..i mean next month
Identity Attack0.0058086636
Insult0.010552894
Profanity0.020373698
Threat0.0091524795
Severe Toxicity0.0020313263
Low Tox 0.03192045 Moderate Con 0.415 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I want all my money back that I paid taxes for and you took way too much off my cheques if it’s my country and my career and I don’t approve of the last 58 …
I want all my money back that I paid taxes for and you took way too much off my cheques if it’s my country and my career and I don’t approve of the last 58 years of being taken for granted need a great lawyer fighting for me
Identity Attack0.0025158543
Insult0.014314918
Profanity0.012141321
Threat0.0065050707
Severe Toxicity0.00091552734
Low Tox 0.031684756 Constructive 0.543
Aug 29, 2025 Why Canadians Are Turning Against …
In a wild twist, liberal Carney cut immigration by 100% last year,
In a wild twist, liberal Carney cut immigration by 100% last year,
Identity Attack0.009249465
Insult0.013934915
Profanity0.0113215
Threat0.0065827454
Severe Toxicity0.000872612
Low Tox 0.031331215 Low Con 0.248 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
This is why Canadians who have worked all their lives have to wait years for any needed surgery.
This is why Canadians who have worked all their lives have to wait years for any needed surgery.
Identity Attack0.015958117
Insult0.012946909
Profanity0.009562299
Threat0.0063950317
Severe Toxicity0.0010108948
Low Tox 0.031213367 Moderate Con 0.34 Economic_Argument
Feb 17, 2026 20 likes LILLEY UNLEASHED: The fall of …
The last 10 years have been pretty rough
The last 10 years have been pretty rough
Identity Attack0.005364689
Insult0.012680908
Profanity0.018187506
Threat0.0076119336
Severe Toxicity0.0013160706
Low Tox 0.031213367 Moderate Con 0.317
Jan 20, 2026 4 likes Why Canada’s immigration system has …
I had a 10 month wait before I could even get an appointment with a specialist for a WCB claim injury. Then my WCB case handler rejected my claim arbitrarily. I finally got my specialist …
I had a 10 month wait before I could even get an appointment with a specialist for a WCB claim injury. Then my WCB case handler rejected my claim arbitrarily. I finally got my specialist to see me decided that I needed an MRI and I finally have a surgery for a torn medial meniscus. When I finally get the surgery I will have been off of work for a year with no compensation or treatment! A symptom of an overwhelmed population boom!
Identity Attack0.003089321
Insult0.015340924
Profanity0.011646013
Threat0.0070164283
Severe Toxicity0.0011062622
Low Tox 0.031213367 Constructive 0.672 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Everyone should have access to legal aid. That's a given. There's no way to justify any of the other payments while Canadians are living below the poverty line and can't qualify for welfare. Our Veterans …
Everyone should have access to legal aid. That's a given. There's no way to justify any of the other payments while Canadians are living below the poverty line and can't qualify for welfare. Our Veterans are waiting over a year for every application they make for services. Somebody has their priorities mixed up. And why aren't we prosecuting people who cross the border illegally? If I did it, I would be charged.
Identity Attack0.01139534
Insult0.013592913
Profanity0.010074687
Threat0.0071199946
Severe Toxicity0.0010061264
Low Tox 0.030859824 Constructive 0.668
Oct 12, 2018 15 likes How much do refugees and …
It's about time, this has bine going on for 6 years global news finally talking about it
It's about time, this has bine going on for 6 years global news finally talking about it
Identity Attack0.003866276
Insult0.013440913
Profanity0.016342908
Threat0.0076119336
Severe Toxicity0.0012397766
Low Tox 0.030741978 Moderate Con 0.383 Meta_Commentary
Feb 20, 2026 Canadian immigration officers investigating hundreds …
These financial INCENTIVES are PULL FACTORS that draw them here. No wonder they are pouring over the borders looking for handouts. Who pays for legal aid, translating fees, public schooling, job training, food stamps, house …
These financial INCENTIVES are PULL FACTORS that draw them here. No wonder they are pouring over the borders looking for handouts. Who pays for legal aid, translating fees, public schooling, job training, food stamps, house subsidizing and uninsured hospital stays? Tax payers who’ve been paying in for years. So yeah.. that’s why they’re concerned...
Identity Attack0.006696612
Insult0.016024929
Profanity0.011458136
Threat0.006110225
Severe Toxicity0.0011587143
Low Tox 0.030270588 Constructive 0.574
Jan 28, 2019 How much do refugees and …
Next year I am also coming 👽😗
Next year I am also coming 👽😗
Identity Attack0.007214582
Insult0.011692902
Profanity0.022901481
Threat0.010239923
Severe Toxicity0.002822876
Low Tox 0.03015274 Moderate Con 0.404 Humor_Satire
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
Three years to become a Canadian citizen what are we turning into a USA? I have many friends that live in Windsor and their wife is a nurse in Detroit and they had all their …
Three years to become a Canadian citizen what are we turning into a USA? I have many friends that live in Windsor and their wife is a nurse in Detroit and they had all their kids in Detroit and have dual citizen. Can’t do that no more.
Identity Attack0.01756594
Insult0.0118069025
Profanity0.010262563
Threat0.006149062
Severe Toxicity0.0010490417
Low Tox 0.030034892 Constructive 0.658
Jan 21, 2026 Canada’s new rules in 2026
In the year 2000 Brampton was 325,000 people... you can thank Trudeau and Dominic Barton of McKinsey & Company and World Economic Forum infamy for the moderate increase to 800,000 as he's been lobbying for …
In the year 2000 Brampton was 325,000 people... you can thank Trudeau and Dominic Barton of McKinsey & Company and World Economic Forum infamy for the moderate increase to 800,000 as he's been lobbying for this through the Century Initiative and plans to increase Canada's population to 100 million through immigration only by 2100.
Identity Attack0.0056236745
Insult0.016708933
Profanity0.010177165
Threat0.0060098954
Severe Toxicity0.0008678436
Low Tox 0.029799197 Constructive 0.528 Unverified_Claim
Dec 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
When Justin Trudeau went to India and played dress up a few years ago I can only imagine what sort of deals he was making for Canadian corporations
When Justin Trudeau went to India and played dress up a few years ago I can only imagine what sort of deals he was making for Canadian corporations
Identity Attack0.010581387
Insult0.015416925
Profanity0.010911589
Threat0.0061425893
Severe Toxicity0.000872612
Low Tox 0.029327808 Moderate Con 0.309 Unverified_Claim
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of …
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of living here, but not to embrace the culture that makes this country great. It feels like we’re losing a battle most people didn’t even realize was happening. A government is meant to serve its people, yet it often feels like ours is working against us.
Identity Attack0.0063266335
Insult0.015644927
Profanity0.010774951
Threat0.0063367756
Severe Toxicity0.0007343292
Low Tox 0.029092113 Constructive 0.718 Personal_Narrative
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I disagree with one thing you said at the beginning of this well done video. You said have we become too passive or too conservative? No, Conservatives haven't had a voice in the past 10 …
I disagree with one thing you said at the beginning of this well done video. You said have we become too passive or too conservative? No, Conservatives haven't had a voice in the past 10 years. We've become too Liberal. It was JT with his government and advisors like MC, who did this.
Identity Attack0.0043657473
Insult0.01640493
Profanity0.011782649
Threat0.0063432488
Severe Toxicity0.00084400177
Low Tox 0.028974265 Constructive 0.759
Aug 29, 2025 Why Canadians Are Turning Against …
They will come here and demand. They don’t work to get money at the end of the year coz they are low-income. Working people's kids don’t get anything while those who sit at home get …
They will come here and demand. They don’t work to get money at the end of the year coz they are low-income. Working people's kids don’t get anything while those who sit at home get more money for their kids.
Identity Attack0.0058086636
Insult0.015796926
Profanity0.010638315
Threat0.006003422
Severe Toxicity0.00077724457
Low Tox 0.028856417 Moderate Con 0.369
Aug 26, 2025 Why Canadians Are Turning Against …
Probably either Liberals will create a new PR path for them or they will apply for refugee status, which will allow to stay for a few more years.
Probably either Liberals will create a new PR path for them or they will apply for refugee status, which will allow to stay for a few more years.
Identity Attack0.011765319
Insult0.011920903
Profanity0.011389818
Threat0.0071588317
Severe Toxicity0.0010108948
Low Tox 0.02873857 Moderate Con 0.301
Jan 15, 2026 6 likes 2.9 million Canadian temporary visas …
I'd like the "Government Sponsored" asylum seeker program please and a Canadian passport. I'm not really interested in working. Can I collect my Canadian welfare benefits from Miami? I can still fly back to visit …
I'd like the "Government Sponsored" asylum seeker program please and a Canadian passport. I'm not really interested in working. Can I collect my Canadian welfare benefits from Miami? I can still fly back to visit your office a couple times a year if you want.
Identity Attack0.010803374
Insult0.012756908
Profanity0.009622077
Threat0.006265574
Severe Toxicity0.0009822845
Low Tox 0.028620722 Constructive 0.674
Dec 29, 2017 8 likes How much do refugees and …
1million backlog and 400000 another target to get in every year,what a funny strategy lol...the cities and other infrastructures are already overcapacity
1million backlog and 400000 another target to get in every year,what a funny strategy lol...the cities and other infrastructures are already overcapacity
Identity Attack0.0018683918
Insult0.014504919
Profanity0.014088398
Threat0.006815769
Severe Toxicity0.0010061264
Low Tox 0.028502874 Low Con 0.272 Policy_Critique
Jan 20, 2026 Why Canada’s immigration system has …

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.