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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

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

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Active: "You got this" 584 comments · Page 18 of 24
To be honest this is something all political party’s from across the spectrum agree with in Canada at the moment, we literally have no housing . We the Canadian Tax payer have been footing rbe …
To be honest this is something all political party’s from across the spectrum agree with in Canada at the moment, we literally have no housing . We the Canadian Tax payer have been footing rbe bill to keeo these immigrants/ refugees in rather nice 3/4 Hotles for the last few years . I’m a farmer who lives in the county but the closest city to where I live is Windsor and for the last 4 ish year the Government was hosting them in Five Hotel's across the city . It got to the point where it was cheaper for the government to BUY the hotels then rent all the rooms , so that’s what they did … No I’m all for helping people but that is kinda pushing it don’t you think ? There are no jobs for them , no homes for them , etc . We have been in a trade war for the last 2 years with the two largest economies in the world and we need to focus our economic power on thous conflicts at the moment and if the world like it or not fighting that is out top priority and everything else comes second .Even with out that fact Our former government overloaded what our ability’s where capable of handling . We have a pretty advanced social care network but these new folks who have never payed a dime into it and are living off of it for years with the government having no real plan on how to deal with it is just to much , with our with out the economic conflict we are currently in . The facts are the facts and we live in reality, anyways you guys all have a good one , cheers .
Identity Attack0.031206898
Insult0.030926194
Profanity0.019348921
Threat0.006977591
Severe Toxicity0.0024318695
Low Tox 0.08479069 Constructive 0.816 Policy_Critique
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at friends dinners and other different friends houses and attending eastern-themed event from all different parts of the East. There was so much to learn just in my own country from other people from other countries it was fascinating !!! I got to take part in different ceremonies and watch different people celebrate the same sort idea about something in much different ways, I loved it. I learned at least half of my best exterior Plastering tricks from people that had thick accents from all over the East and I'm better plasterer because of it. I learned cooking recipes in the kitchen that I probably never would have stumbled across randomly. I was shown in person all the nuances to certain ways different cultures cooked - like how amazing is that!! There are maybe only a few tricks that I was able to show in return but I always tried to do my best ! The amount of community an alternate types of activities or interesting festivals that without multiculturalism would not even exist . When I was young everybody new integrated into the neighborhood unit first got to know the neighbourhood we're introduced the community center and then obviously people have their own separate areas that they prefer. We first became one, one by one, and meet each other and try to have some fun together that's the whole point! Community or block parties when I was a kid had all of our parents looks like representatives from different countries, that's the way it used to be anyway.... where did it all go? I stopped seeing this type of beautiful multi-ethnic Harmony roughly 10 years ago. Not only that when I try to be a part of new things I am literally turned away or shunned in some weird way I don't know why... I can't even believe how I'm treated.
Identity Attack0.037394293
Insult0.024640027
Profanity0.023106437
Threat0.0071588317
Severe Toxicity0.0028419495
Low Tox 0.083999306 Constructive 0.852
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why did it stop when it got interesting ? You should have called the cops and filmed
Why did it stop when it got interesting ? You should have called the cops and filmed
Identity Attack0.0052166977
Insult0.016632931
Profanity0.024951037
Threat0.025961896
Severe Toxicity0.0031089783
Low Tox 0.081625134 Low Con 0.251 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
During the Harper government my dad had a log hauling business in Alberta and British Columbia. We constantly got underbided by immigrant owned companies because the owner would be brand new immigrant who didn’t pay …
During the Harper government my dad had a log hauling business in Alberta and British Columbia. We constantly got underbided by immigrant owned companies because the owner would be brand new immigrant who didn’t pay taxes, and got interest free loans and I believe, federal government funded subsidized immigratie employees. When that business owner had lost his immigrant privileges he sold the company to a family member that just immigrated into Canada. So yea not a perfect system by a long shot
Identity Attack0.027614836
Insult0.030485468
Profanity0.016957775
Threat0.007081157
Severe Toxicity0.002193451
Low Tox 0.081625134 Constructive 0.692 Personal_Narrative
Feb 18, 2026 4 likes LILLEY UNLEASHED: The fall of …
She’s crying about making $21 an hour. I wish I was making that. It would also help if our youth came out of the basement, stopped playing video games, got off TikTok, stopped smoking that …
She’s crying about making $21 an hour. I wish I was making that. It would also help if our youth came out of the basement, stopped playing video games, got off TikTok, stopped smoking that “funny stuff,” and maybe actually tried applying for those jobs.
Identity Attack0.0032558115
Insult0.0279513
Profanity0.02071529
Threat0.006912862
Severe Toxicity0.001373291
Low Tox 0.08083374 Moderate Con 0.489 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
i was watching this thing long time and it was my clear understanding that it is a some sort of government political bribe to Indian government every single student and teacher was watching this thing …
i was watching this thing long time and it was my clear understanding that it is a some sort of government political bribe to Indian government every single student and teacher was watching this thing my son and lot of canadian citizen student in george brown college could not get CO-OP so they could not carry on education while overseas student specially Indian student got CO-OP either in my company . when i call my MMP they didn't reply so far now these student are working in Tim Horton
Identity Attack0.052035484
Insult0.025413504
Profanity0.014259194
Threat0.006848133
Severe Toxicity0.0020980835
Low Tox 0.08083374 Constructive 0.662 Personal_Narrative
Oct 6, 2025 IRCC Names India in Study …
Let's put it another way... I was born in Canada and I had moved abroad at 30 for work and was gone for about 10 years. When I got back, it happened to be the …
Let's put it another way... I was born in Canada and I had moved abroad at 30 for work and was gone for about 10 years. When I got back, it happened to be the same year our PM was waiting at the airport for the arrival of some refugees with winter coats for them and their Medicare cards, as well as housing provided for them. I had to run around for a full month trying to get my drivers license renewed since it had expired, and had to wait a full 6 months to get a probationary Medicare card, p-r-o-b-a-t-i-o-n-a-r-y....I felt outraged. I am not saying that many don't have a valid reason to flee their country, but when they know that they will receive housing and cash, of course people will flock to Canada, even if they aren't fleeing something.
Identity Attack0.020681098
Insult0.032248367
Profanity0.018392462
Threat0.0070552654
Severe Toxicity0.0022792816
Low Tox 0.08004235 Constructive 0.839
Feb 15, 2018 19 likes How much do refugees and …
The guy on the bike say it is safety but he got 2 locks for his bike😂😂
The guy on the bike say it is safety but he got 2 locks for his bike😂😂
Identity Attack0.005512681
Insult0.01890341
Profanity0.022901481
Threat0.008738215
Severe Toxicity0.0029945374
Low Tox 0.077668175 Moderate Con 0.366 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I came to Canada to travel but on an immigration visa in 1965, I got a job from Canada employment centre for 1.50 where nobody spoke english , I quit after 1 day. A week …
I came to Canada to travel but on an immigration visa in 1965, I got a job from Canada employment centre for 1.50 where nobody spoke english , I quit after 1 day. A week later I found a job in the machineshop for 3.00 Dollars. Good thing the foreman found a portugiese employee who translated from spanish to english, I myself spoke german, ever since then I did I was on the upswing. The government gave me nothing, had enough money to go back. Always a dictionary in my pocket. In six weeks i know enough english to make the driverlicence and bought a car.
Identity Attack0.022590388
Insult0.030926194
Profanity0.019895468
Threat0.0069646453
Severe Toxicity0.0020122528
Low Tox 0.07687678 Constructive 0.654
Aug 10, 2019 14 likes How much do refugees and …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had enough with trying to find a job, he stopped counting at over 450 resumes that were ignored, so he decided that we should start our own company, a small delivery company that 2 years later, we added a safe ride service to (driving drunk people home in their own vehicle). I was the manager of a little pizza place, which was run by immigrants, but good ones. I was hired because my husband approached them about doing deliveries, and they wanted to meet me. I had no idea I was going for an interview but they begged me to work for them, their reason; although they could speak English, they weren't fluent in it, so they wanted an English speaking employee who could easily understand the customer's. Within days, I was promoted to manager, and I loved my job and all of them. They treated everyone with such kindness and generosity. I found out just how much support they got from our government, when I broke down one day because I couldn't afford my prescription. My boss was so confused because he and his family got free prescriptions, dental, eye care, etc and they thought everyone got that. My boss paid for my prescription and actually apologized to me for how our own government treated us. He also showed me that they get $2,500 every 2 weeks, funding to start or buy businesses, but if they don't hire other fw's or immigrants, that funding changes to a grant and they have to pay it back. They are given money for housing, and vehicles. He was pushed out of that business by his 2 partners, and the partner's promised him I would keep my job. That was a complete lie. They stopped putting me on the schedule, claiming financial problems (bs), but hired not one but two new full time immigrant employees. I lost it and quit. Our town isn't that big, and word spread fast, especially when everyone found out that I was still owed over $2,000, which I will never see because no government agency will help me. Their business is actually struggling now and I love that for them. As for my husband and I's business, it's going strong but I came unglued when we recieved a letter from the government "suggesting" that we hire immigrants. I wrote back, telling them in no uncertain terms would that ever happen, and it will be a cold day in hell when one of us steps back so one of the government's favored people can take that money from us because we are the only 2 employees and we're not sacrificing a damn thing for someone who already gets everything.
Identity Attack0.015355183
Insult0.034341812
Profanity0.01893901
Threat0.007353018
Severe Toxicity0.002193451
Low Tox 0.07687678 Constructive 0.825
Sep 2, 2025 Why Canadians Are Turning Against …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good jobs and I speak English like a native. I got my PR in 2015 and I remember the painful uphill battle I had to go through just get that. All the bureaucracy, redtape, unnecessarily rigid rules, high cost and long wait I received from CIC/IRCC felt like a humiliation to me. Every document was scrutinized and every step had obstacle that fealt unreasonable (my TOEFL examiner ask me why I had to do the language test required by CIC, and I had to visit a notary to validate my Chinese national ID card). It felt uneasy but I understood that these were the rules that everyone had to go through, and moving and integrating into a new society was never meant to be easy. I went back to Canada in 2021 and 2024, and it was evident that the country I once called home had gone down the hill. The streets were screaming crime, unemployment, inflation, drug and filth, it's total social rot. As someone who went through the whole immigration process (and many of my friends who went through the same have left Canada for good, like myself), I attribute much of this to failed immigration policy. I cannot help but feel confused, angry, betrayed and humiliated when I look at the recent immigration policies of Canada and their results, and compare with what I had to go through. The feeling sums up to: Canada penalizes the hard-working and law-abiding people, and rewards the undeserved and the cheaters. Example: when the US creates wars in the Middle East, why does CANADA bear the cost of bringing in refugees? I never regretted moving back to China and East Asia, and I feel bad for those who still truly think of Canada as home, as I am one myself. When the leadership of a country deviates from pragmatism, reason and common sense, and instead embraces idealogies, hypocrisy and political optics, this is what happens. The prices are paid by everyone, immigrant or not. For this, Trudeau deserves a court trial for his incompetence and dereliction of duty; and the people of Canada need some honest and serious retrospection. I will share some words of wisdom by the late Lee Kwan Yew: “Whoever governs Singapore (LKY was the PM and founding father of Singapore) must have that iron in him. Or give it up. This is not a game of cards, this is your life and mine. I've spent a whole lifetime building this and as long as I'm in charge, nobody is going to knock it down.” I hope the clownish weakling politicians in Canada (and, in much of the western world nowadays) can be enlightened a little bit.
Identity Attack0.01465176
Insult0.03158728
Profanity0.018187506
Threat0.0072235605
Severe Toxicity0.0019073486
Low Tox 0.07371122 Constructive 0.819
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Is the Patreon really worth it if I only got this video like an hour before
Is the Patreon really worth it if I only got this video like an hour before
Identity Attack0.009545447
Insult0.015720926
Profanity0.03339528
Threat0.015429466
Severe Toxicity0.004081726
Low Tox 0.071337044 Low Con 0.284 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro got infinite views trick
Bro got infinite views trick
Identity Attack0.009545447
Insult0.019547975
Profanity0.04141149
Threat0.012026439
Severe Toxicity0.004348755
Low Tox 0.069754265 Low Con 0.291 Meta_Commentary
Feb 18, 2026 16 likes Inside Canada's Indian Invasion...
There are people who already got refugee assylum submitting fake documents. Now enjoying Canadian's hard earned tax money. On top of that, they are working in exchange of cash to avoid paying tax.
There are people who already got refugee assylum submitting fake documents. Now enjoying Canadian's hard earned tax money. On top of that, they are working in exchange of cash to avoid paying tax.
Identity Attack0.016963007
Insult0.028281843
Profanity0.0113215
Threat0.006246155
Severe Toxicity0.0012683868
Low Tox 0.067380086 Moderate Con 0.364
Dec 25, 2025 Deportations From Canada at Their …
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...
Question 129, you got the answer wrong. The largest group of Aborginal people is first nation
Question 129, you got the answer wrong. The largest group of Aborginal people is first nation
Identity Attack0.041003603
Insult0.019096779
Profanity0.015079016
Threat0.006686311
Severe Toxicity0.0019550323
Low Tox 0.06381883 Moderate Con 0.375
Dec 19, 2025 Canadian Citizenship Test 2025 – …
Like the video but please don't use the ai slop for visualizing I think we got the driving part of the video pretty well
Like the video but please don't use the ai slop for visualizing I think we got the driving part of the video pretty well
Identity Attack0.009693438
Insult0.018452216
Profanity0.028776871
Threat0.011741633
Severe Toxicity0.0034332275
Low Tox 0.06381883 Moderate Con 0.433 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
It was Trudeau we tried to protect this and we got jailed
It was Trudeau we tried to protect this and we got jailed
Identity Attack0.0039402717
Insult0.02283525
Profanity0.0118338885
Threat0.012906751
Severe Toxicity0.0016212463
Low Tox 0.06381883 Moderate Con 0.38
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
It's true we're not making babies because we're paying taxes out of our yin yang and we can't even make our own babies they got it right they know it and they're using our system …
It's true we're not making babies because we're paying taxes out of our yin yang and we can't even make our own babies they got it right they know it and they're using our system exactly to do that
Identity Attack0.014953227
Insult0.023866551
Profanity0.020851927
Threat0.006589218
Severe Toxicity0.0022602081
Low Tox 0.06381883 Moderate Con 0.422 Unverified_Claim
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Dude on bike definitely got his play button stuck.
Dude on bike definitely got his play button stuck.
Identity Attack0.0031263188
Insult0.026702631
Profanity0.017572641
Threat0.008129764
Severe Toxicity0.0017261505
Low Tox 0.063423134 Low Con 0.243 Meta_Commentary
Jan 27, 2026 24 likes Inside Canada's Indian Invasion...
You got to give it to Canadians, they are very chill
You got to give it to Canadians, they are very chill
Identity Attack0.04538634
Insult0.019676886
Profanity0.019895468
Threat0.009307829
Severe Toxicity0.0027275085
Low Tox 0.063027434 Moderate Con 0.367 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow, they got great holidays at the taxpayers expense. Why should we have to pay for them? Don't bring them here to begin with.
Wow, they got great holidays at the taxpayers expense. Why should we have to pay for them? Don't bring them here to begin with.
Identity Attack0.014551271
Insult0.022384055
Profanity0.011526455
Threat0.008000307
Severe Toxicity0.0019836426
Low Tox 0.063027434 Moderate Con 0.337 Economic_Argument
Dec 29, 2025 Deportations From Canada at Their …
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)
I like that guy on the bike ❤. He has some "cajones" got to love it!
I like that guy on the bike ❤. He has some "cajones" got to love it!
Identity Attack0.0064006294
Insult0.019483518
Profanity0.026454043
Threat0.010369381
Severe Toxicity0.0029754639
Low Tox 0.059479803 Constructive 0.542 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thanks to this video, I.C.E got what they needed 👀
Thanks to this video, I.C.E got what they needed 👀
Identity Attack0.00899048
Insult0.017227544
Profanity0.026454043
Threat0.011586283
Severe Toxicity0.0042152405
Low Tox 0.059479803 Moderate Con 0.335 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...

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.