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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: "I was told they are …" 167 comments · Page 6 of 7
When I moved to Canada from Poland, I was told to keep my head down and behave like the Canadians do. Never imagined a world where I showed up and forced my hosts to adapt …
When I moved to Canada from Poland, I was told to keep my head down and behave like the Canadians do. Never imagined a world where I showed up and forced my hosts to adapt to my culture.
Identity Attack0.06749674
Insult0.030044744
Profanity0.01220964
Threat0.00746953
Severe Toxicity0.0023555756
Low Tox 0.103928015 Moderate Con 0.487
Oct 3, 2025 149 likes Inside Canada's Indian Metropolis (Brampton)
Don't worry, guys. The great replacement isn't real. Wikipedia told me so.
Don't worry, guys. The great replacement isn't real. Wikipedia told me so.
Identity Attack0.01374736
Insult0.028281843
Profanity0.03189224
Threat0.009126588
Severe Toxicity0.002155304
Low Tox 0.103928015 Low Con 0.236 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro in the bike told no lies. 😂 🤣
Bro in the bike told no lies. 😂 🤣
Identity Attack0.003644289
Insult0.03158728
Profanity0.022013342
Threat0.0079873605
Severe Toxicity0.0025177002
Low Tox 0.09655223 Low Con 0.276 Humor_Satire
Jan 27, 2026 59 likes Inside Canada's Indian Invasion...
My Indian friend told me all he got to do to get a driving license back home was to register for the school. Without even doing the driving test lol....
My Indian friend told me all he got to do to get a driving license back home was to register for the school. Without even doing the driving test lol....
Identity Attack0.053399716
Insult0.022770792
Profanity0.03339528
Threat0.007935578
Severe Toxicity0.00289917
Low Tox 0.09655223 Constructive 0.518 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Everytime Jason Kenney speaks he makes Alberta independence stronger. Real conservatives hate him. Alberta told him he done in politics so now he wants to run federally. If you don’t have support in Alberta how …
Everytime Jason Kenney speaks he makes Alberta independence stronger. Real conservatives hate him. Alberta told him he done in politics so now he wants to run federally. If you don’t have support in Alberta how do you get in as a conservative. Another Erin Otoole. Jason was a good politician until he got power.
Identity Attack0.007954539
Insult0.03710241
Profanity0.013029462
Threat0.006809296
Severe Toxicity0.0013160706
Low Tox 0.09525062 Moderate Con 0.485 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
As for healthcare I was in the hospital because I had a kidney transplant but I'm a Canadian citizen born here in Alberta and I was at 55 at the time I had some autoimmune …
As for healthcare I was in the hospital because I had a kidney transplant but I'm a Canadian citizen born here in Alberta and I was at 55 at the time I had some autoimmune but anyway of a big problem is the nurses this particular nurse that would let in a person the wife of a person that was from Croatia or somewhere that was getting a kidney machine to take home on the Canadian tax dollar and the nurse would let the wife come in after hours have dinner and sleep in an extra cot every night for 2 weeks they caught her they told her she had to find other accommodations and then there's kept letting her in after the doctors and other nurses went home a lot of the problem in healthcare is because we have all immigrants now as nurses because all their people that were doing it quit because of covid
Identity Attack0.025002124
Insult0.03566399
Profanity0.021056883
Threat0.0072365063
Severe Toxicity0.0029182434
Low Tox 0.091913216 Constructive 0.78 Personal_Narrative
Feb 17, 2026 5 likes LILLEY UNLEASHED: The fall of …
I told you " just open your eyes 7 years ago " !! so what do you think?!
I told you " just open your eyes 7 years ago " !! so what do you think?!
Identity Attack0.0027193425
Insult0.026444806
Profanity0.014771583
Threat0.008686432
Severe Toxicity0.0018024445
Low Tox 0.08637348 Low Con 0.296 Personal_Narrative
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …
I asked a Punjabi Girl what you want to be when you grow up. She told I want to be a Canadian.
I asked a Punjabi Girl what you want to be when you grow up. She told I want to be a Canadian.
Identity Attack0.06158508
Insult0.020966014
Profanity0.017026093
Threat0.007340072
Severe Toxicity0.0025558472
Low Tox 0.07608539 Constructive 0.507 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
It is absolutely wild the difference in immigration now vs pre-2015. I had a brief marriage in my early 20’s to a man that was a Turkish PR and when we had our child in …
It is absolutely wild the difference in immigration now vs pre-2015. I had a brief marriage in my early 20’s to a man that was a Turkish PR and when we had our child in 2012 - back when Kenney was minister - we were unable to get a 3 week visitor visa approved for his mother and 17 year old sister to come to Halifax from Istanbul to meet the baby because they were considered at risk for not leaving. This is despite my former MiL providing documents showing she had property, a business and an ailing husband to return to. They appealed the decision once, the result was the same and they were then told they couldn’t re-apply for a certain length of time. We ended up taking the baby there when he was a few months old as it was so much easier. Now everything’s a free for all
Identity Attack0.031980325
Insult0.028612386
Profanity0.017436003
Threat0.0067445673
Severe Toxicity0.0020122528
Low Tox 0.07450261 Constructive 0.773 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working hard, you cannot get ahead in this country. So you end up going into a debt that you can't pay off and the problems increase. Taxes go up value of the dollar keeps going down, so in the end its a no win situation for most of the general population and its the same when you retire, you get an income that's not enough even to pay for rent in the city you were brought up in. This is a very serious problem and gov. does not seem to do anything about it, food banks are overwhelmed along with medical staff, food prices and rents have gone out of sight as far as prices are concerned. We have a national debt that never gets paid and a gov. that spends more money than it takes in in taxes. And a dollar thats going to H in a handbasket. Too much crime, too much violence, too many traffic jams and too much drug use. I have written to this liberal gov. and told them how to fix these problems but they don't listen, their agenda is with the WEF, you will have nothing and you will be happy, right, no. Canada is now a bankrupt country and going to a third world status, I guess you get what you vote for and I did not vote for this gov. to ruin the country. Hey note that this is just the start, its going to get a whole lot worse down the road as we all suffer another great depression, then things really get bad.
Identity Attack0.008176526
Insult0.029163294
Profanity0.017982552
Threat0.0068869707
Severe Toxicity0.0017166138
Low Tox 0.0665887 Constructive 0.691 Economic_Argument
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what he was doing teaching at a community college, I'm not sure). He immigrated from India sometime in the 70's, I think, and sometimes told us stories about how he'd never seen electricity until he was well into adulthood. This was at the early stages of Indian mass immigration to the province, but the international students were already becoming a known problem in the school. They never spoke to anyone else, hung out in big groups together on campus, I swear most of them couldn't even speak English. They constantly cheated on everything and shared answers, I heard like 7 of them got failed for submitting identical lab reports one time. Most people knew they were a problem, but no one was comfortable saying anything. Except the Indian professor. He would publicly call them out for shit in class, berate them, shit talk them openly to other students. I've literally never seen anyone more angry about those Indian students than that Indian professor. It's not hard to see why, he busted his ass to immigrate to Canada, get work and get into a good university. He completed a doctorate, for Christ's sake. He didn't see a street light until he was 25, and worked his way to the bleeding edge of digital science. Now there's a bunch of lazy assholes invited in by the government brazenly trying to cheat their way to a degree in his goddamn class. I'd crash out too.
Identity Attack0.04796442
Insult0.025800243
Profanity0.018597418
Threat0.007793174
Severe Toxicity0.002193451
Low Tox 0.06579731 Constructive 0.707 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. …
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. Most people don't even know, unless you listen to the many that are in shelters and on social media, most have been told that Canada is a country which will pay you and cover all your housing. There is a code of silence which does not always come from inside Canada. It's the code on how to take advantage of a countries blindness by abusing it's Government financial Immigration and Refugee programs. 1. Make a claim, any claim as it will take years before Canada figures out your claim is false. If all does not go well, have a baby on the land. This way you can't be deported and the Canadian government will give you more money because you have a child. There are many more but I will not write them to place them into the open world but there are many more tactics of abuse, Student Visa is but one of them, the next is Migrants. If you are not near the system but you listen closely to the stories, you will hear the real truth and you will also hear the underground truth which people speak about behind closed doors.
Identity Attack0.022992345
Insult0.030154925
Profanity0.015147334
Threat0.0067963502
Severe Toxicity0.0018405914
Low Tox 0.06381883 Constructive 0.705 Unverified_Claim
Dec 24, 2025 4 likes Deportations From Canada at Their …
OMG that lady's story scares me. My father had Cancer. They told him 9 months. He had to cross the border and pay out of pocket. We didn't want to take a chance with his …
OMG that lady's story scares me. My father had Cancer. They told him 9 months. He had to cross the border and pay out of pocket. We didn't want to take a chance with his life🙏
Identity Attack0.007473567
Insult0.017227544
Profanity0.024267852
Threat0.008556974
Severe Toxicity0.0023460388
Low Tox 0.06065326 Constructive 0.71 Personal_Narrative
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
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 …
Well managed? it costed us over 200 billions in taxes and only made life more costly! It also did put great stress upon the very same institutions our elites told us they the immigrants would …
Well managed? it costed us over 200 billions in taxes and only made life more costly! It also did put great stress upon the very same institutions our elites told us they the immigrants would work for
Identity Attack0.030691283
Insult0.01890341
Profanity0.011628932
Threat0.0064597605
Severe Toxicity0.0014591217
Low Tox 0.057748068 Moderate Con 0.472 Economic_Argument
Jun 21, 2025 How Canada broke its immigration …
Funny I have been told when I lived in Ontario after Tim Hortons was under new management when I applied I was told that I was the wrong culture so they weren’t hiring me wow
Funny I have been told when I lived in Ontario after Tim Hortons was under new management when I applied I was told that I was the wrong culture so they weren’t hiring me wow
Identity Attack0.015757138
Insult0.025800243
Profanity0.012380436
Threat0.005971058
Severe Toxicity0.0011396408
Low Tox 0.054779384 Constructive 0.55
Sep 1, 2025 2 likes Why Canadians Are Turning Against …
Well I'm tired that I'm told I have privilege when I have family buried in Holland that politicians pretend to honor for a few minutes one day a year and then go and look for …
Well I'm tired that I'm told I have privilege when I have family buried in Holland that politicians pretend to honor for a few minutes one day a year and then go and look for another freedom to take. And that doesn't take into account those who served and those who spent time in prisoner of war camp. Thankyou sir for valuing and embracing your new country.
Identity Attack0.016360072
Insult0.022770792
Profanity0.011219022
Threat0.0071199946
Severe Toxicity0.0014209747
Low Tox 0.054531995 Constructive 0.791
Aug 25, 2025 19 likes Why Canadians Are Turning Against …
Immigration not problem , i am immigrant and now Canadian citizen i used to save money, now i have no money whatever i earn go into bills. Soo much of tax. I can’t even rent …
Immigration not problem , i am immigrant and now Canadian citizen i used to save money, now i have no money whatever i earn go into bills. Soo much of tax. I can’t even rent a basement maybe just a room. I told everyone not to come to canada. My brother payed 40,000$ in education with single day job. So he thinking going back nothing here. And its everywhere not just in canada
Identity Attack0.027815815
Insult0.017227544
Profanity0.011970525
Threat0.0062267366
Severe Toxicity0.0014305115
Low Tox 0.05255287 Constructive 0.656
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
The guy on the bike told no lies.😂
The guy on the bike told no lies.😂
Identity Attack0.003144818
Insult0.02173949
Profanity0.01887069
Threat0.00756015
Severe Toxicity0.0016307831
Low Tox 0.05205809 Moderate Con 0.303 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
CBC is the liberal channel. Have any liberals ever told you anything truthfully. CBC only lets you hear and see what the liberals want you to.
CBC is the liberal channel. Have any liberals ever told you anything truthfully. CBC only lets you hear and see what the liberals want you to.
Identity Attack0.012943448
Insult0.022448512
Profanity0.011680172
Threat0.0067769317
Severe Toxicity0.0011539459
Low Tox 0.049336795 Low Con 0.212
Aug 12, 2018 How much do refugees and …
I came to Canada legally as refugee in early 90's. At 16, speaking almost no English, I was enrolled in High School and got a job in McDonald's. But even then my clear understanding was …
I came to Canada legally as refugee in early 90's. At 16, speaking almost no English, I was enrolled in High School and got a job in McDonald's. But even then my clear understanding was that the job was temporary. My managers told me the same thing. I went to university and immediately switched up. It is infuriating to see that fast food jobs are careers for middle aged people, gaming the system and my kids won't have the opportunity to experience the very natural and normal experience of getting into the job market
Identity Attack0.01274247
Insult0.023608726
Profanity0.01627459
Threat0.0064727063
Severe Toxicity0.0014781952
Low Tox 0.04760506 Constructive 0.725 Personal_Narrative
Dec 27, 2025 IRCC Names India in Study …
11:26 Dayum Bruv, on point pronunciation. Usually people mess that up the first time, if they aren't told.
11:26 Dayum Bruv, on point pronunciation. Usually people mess that up the first time, if they aren't told.
Identity Attack0.005401687
Insult0.016784932
Profanity0.026727317
Threat0.008259222
Severe Toxicity0.0017356873
Low Tox 0.046368107 Constructive 0.539 Meta_Commentary
Jan 1, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
My neighbours daughter was denied a employment from an establishment which is frequented by all and was told if she doesn't speak Hindi she cannot be hired. I told her to report them to the …
My neighbours daughter was denied a employment from an establishment which is frequented by all and was told if she doesn't speak Hindi she cannot be hired. I told her to report them to the government and the HO of the company. I will not say which company but I'm sure someone can guess the establishment in less than 3 guesses
Identity Attack0.031464707
Insult0.015644927
Profanity0.014532468
Threat0.008039144
Severe Toxicity0.0016117096
Low Tox 0.046120718 Constructive 0.739
Aug 25, 2025 Why Canadians Are Turning Against …
Guy on the bike told the truth
Guy on the bike told the truth
Identity Attack0.0055866763
Insult0.018129934
Profanity0.016479544
Threat0.009100696
Severe Toxicity0.0020313263
Low Tox 0.044141594 Moderate Con 0.378 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
This gentleman told the truth. You're not to change the culture, you're to become part of it. All cultures have things that are good, wven great. To learn those great things from other cultures is …
This gentleman told the truth. You're not to change the culture, you're to become part of it. All cultures have things that are good, wven great. To learn those great things from other cultures is ok. But this lady speaks the truth.
Identity Attack0.013244915
Insult0.020256994
Profanity0.012585391
Threat0.006272047
Severe Toxicity0.0011110306
Low Tox 0.0438942 Constructive 0.738 Moral_Argument
Aug 26, 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.