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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'm not sure, if the …" 81 comments · Page 3 of 4
I'm sure there is a Canadian who can do the work of an assistant manager at an underwear store.
I'm sure there is a Canadian who can do the work of an assistant manager at an underwear store.
Identity Attack0.057492398
Insult0.04207976
Profanity0.026727317
Threat0.007573096
Severe Toxicity0.00333786
Low Tox 0.1373533 Moderate Con 0.463 Humor_Satire
Feb 11, 2026 Canada's tighter immigration policy divides …
I’ve lived in foreign countries as both temporary and permanent resident but I never ever felt entitled to reside there forever. While I’m sure some are caught off guard, they still have a home to …
I’ve lived in foreign countries as both temporary and permanent resident but I never ever felt entitled to reside there forever. While I’m sure some are caught off guard, they still have a home to go back to. We already have a mess with incompatible newcomers. Maybe we can work on that next.
Identity Attack0.06385879
Insult0.061101943
Profanity0.013951761
Threat0.007365964
Severe Toxicity0.0026512146
Low Tox 0.123468354 Constructive 0.688
Nov 21, 2025 53 likes Quebec Ends Economic Immigration Program …
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality …
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality this is not legitimate immigrants. It's unlawful what the govt has done and therefore these people are immigrants under cover of law. Or color of law. It's defacto. I call them illegal migrants. Most are not doctors or engineers or trades people even. Most are young men from 19 to their 30's. According to Investigative Journalist Joshua Philipp of the Epoch Times, Through visiting Darian gap, he found UN tents helping illegal migrants to get to the US. But they had to pass through cartel territory. They had to pay the cartels a fee or die or be raped or both. Yes it's brutal some things but apparently before Obama left office he signed an international agreement to import people globally from mostly Islamic countries and create open borders. We see Chinese, and many people from different parts of South America and even Africa crossing to the US. A lot of whom end up in Canada. So before they cross into the US they toss their IDs Especially if they are from countries that are flagged by the US as questionable or terrorist possibilities. So this leads to a lot coming to Canada. I'm sure you heard of Roxham Rd crossing? It's officially closed but people still cross into Canada from the US going through there. There's also piles of IDs at that border crossing also. Anyways these open border policies has cut out in depth screening so we really don't know who is in Canada as true asylum seekers or immigrants. To add to this complexity, over 300,000 Canadian travel documents have been stolen from CBSA Canadian Border Services Agency. 280,000 of those were blank Canadian passports. SO we really don't know who's walking on Canadian soil. This was confirmed by Luc Sabourin a former CBSA agent. He got forced out because he was asking the right questions and giving the right evidence. Here's the interview with Joshua and the interview with Luc. Have a watch n listen. https://www.youtube.com/watch?v=obgZ-Oh6Es0&t=4s https://www.youtube.com/watch?v=QdIjTSAzUXE&t=91s JamCan I'm with you 100% you are right on the money ! Great work.
Identity Attack0.09162762
Insult0.05027775
Profanity0.023516348
Threat0.0077284453
Severe Toxicity0.0034332275
Low Tox 0.123468354 Constructive 0.797
Aug 26, 2025 Why Canadians Are Turning Against …
I refuse to ever set foot in Brampton now. It used to be such a nice laid back Ontario town with a cottage feel in some ways. Now it's absolute Mumbai madness. Is it even …
I refuse to ever set foot in Brampton now. It used to be such a nice laid back Ontario town with a cottage feel in some ways. Now it's absolute Mumbai madness. Is it even considered Canadian soil anymore, because i'm pretty sure our laws no longer apply there.
Identity Attack0.048480038
Insult0.060927123
Profanity0.022286616
Threat0.0072753434
Severe Toxicity0.0028038025
Low Tox 0.119997114 Constructive 0.589
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I am Muslim I'm sure if the homeless people go to a Sikh temple they would get free food ❤
I am Muslim I'm sure if the homeless people go to a Sikh temple they would get free food ❤
Identity Attack0.10221587
Insult0.024768941
Profanity0.02392626
Threat0.010705971
Severe Toxicity0.0059890747
Low Tox 0.11739369 Constructive 0.61
Nov 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Most of the immigrants landing here in Canada are not boosting our economy but just becoming a liability taking the country backward rather than progress. Tye government should stop immigration including refugees, at least for …
Most of the immigrants landing here in Canada are not boosting our economy but just becoming a liability taking the country backward rather than progress. Tye government should stop immigration including refugees, at least for a while. Not that I don’t want to help these people but we just dont have the resources for now to accommodate them. ‘m shocked to hear that 817,000 people landed in Canada. Add three zeros to it because these people pay at least a $1000 as administrative fee to government IRCC. So that is $817,000,000 Canadian Dollars. Close to a Billion. What is government doing with this money? No Government, we Canadians dont want that money in our GDP. He has enough natural resources that can sustain ourself. Stop selling cheap oil to US. And back to people who come here as immigrants. You are in a different country to have a new life. There is no point in protecting here in Canada about the things happening in your home country. Have some common sense. It’s just an other news for media. When you do such things, Canadian resource are wasted like cops have to make sure the protest goes peacefully and many more. People who are not part of it are getting affected. And to all immigrants please please please, speak in english. I know that you all are comfortable speaking in your native language. Speak that at your private place. Not in public place or work place. That is basic manners. Dont speak out loud in phone in public places. It’s not manners. Funny that people are asking to change the classes taught in French😂 This proves that they are not students but in disguise, as students. Here in Canada, to loot Canada and weaken the country. If you want class in english in a french speaking province better move out of Quebec.
Identity Attack0.06795148
Insult0.03768798
Profanity0.014634945
Threat0.007534259
Severe Toxicity0.00289917
Low Tox 0.11181668 Constructive 0.632 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
I'm sure there are problems there but if a question is asked, then listen to the answer. Just cutting them off means you really have made up your mind before the meeting. You're now just …
I'm sure there are problems there but if a question is asked, then listen to the answer. Just cutting them off means you really have made up your mind before the meeting. You're now just wasting people's time to push thru your agenda. Conservative playbook.
Identity Attack0.005919657
Insult0.0573046
Profanity0.013063621
Threat0.008582866
Severe Toxicity0.0015163422
Low Tox 0.11078331 Constructive 0.544
Sep 29, 2025 IRCC Names India in Study …
I love how they tax half our income then act like heroes when they give back a max $420 per person. And I’m sure you need to be near poor line to get that.
I love how they tax half our income then act like heroes when they give back a max $420 per person. And I’m sure you need to be near poor line to get that.
Identity Attack0.0050687063
Insult0.060752302
Profanity0.015454767
Threat0.006375613
Severe Toxicity0.0014209747
Low Tox 0.10870059 Moderate Con 0.406 Policy_Critique
Jan 18, 2026 Canada’s new rules in 2026
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods …
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods the government of Canada is doing to push the numbers too high and too quickly is what's surprising to many. It's the accountability of the government that should be under scrutiny. If immigration was moderate and consistent, the social issues would not be as rampant, but social media loves stir the pot. This is also happening while Canada's housing infrastructure is crumbling, healthcare is deteriorating and general cost of living in Canada has skyrocketed and priced many Canadians out of simple living and enjoyment. Do you think Canadians today are as happy or well off as Canadians even 5 years ago? Do the results reflect that of other countries besides Canada?
Identity Attack0.049989145
Insult0.032138187
Profanity0.017914234
Threat0.007145886
Severe Toxicity0.0020599365
Low Tox 0.09568449 Constructive 0.863 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
At least they are using registered guns , and I'm sure they will participate in the buyback
At least they are using registered guns , and I'm sure they will participate in the buyback
Identity Attack0.0038292783
Insult0.013212911
Profanity0.014839902
Threat0.056563694
Severe Toxicity0.0035476685
Low Tox 0.08241652 Moderate Con 0.477 Humor_Satire
Feb 19, 2026 Canadian immigration officers investigating hundreds …
The guy at 3:15 is looking at things with a bit of romantic hindsight. He has no idea what it was like back in the thirties and I'm sure they were taking a lot of …
The guy at 3:15 is looking at things with a bit of romantic hindsight. He has no idea what it was like back in the thirties and I'm sure they were taking a lot of welfare and engaging in crime back then. He just never saw it.
Identity Attack0.0065486208
Insult0.028061481
Profanity0.017504321
Threat0.008362788
Severe Toxicity0.0017166138
Low Tox 0.079250954 Constructive 0.64 Moral_Argument
Dec 11, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm pretty sure virtually ZERO European assimilated with the native culture of pre-Canada.
I'm pretty sure virtually ZERO European assimilated with the native culture of pre-Canada.
Identity Attack0.057037655
Insult0.020063626
Profanity0.012038844
Threat0.0062137907
Severe Toxicity0.0020503998
Low Tox 0.07608539 Moderate Con 0.365 Unverified_Claim
Dec 16, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m sure our failing health care has nothing to do with all the immigration population, right?
I’m sure our failing health care has nothing to do with all the immigration population, right?
Identity Attack0.036620867
Insult0.021159383
Profanity0.01220964
Threat0.0060713873
Severe Toxicity0.001449585
Low Tox 0.07450261 Low Con 0.292
Apr 8, 2022 2 likes How much do refugees and …
I absolutely LOVE what that woman wrote and read to us. She is absolutely correct. I feel the very same way and I'm sure many Canadians do as well. I'm also tired of walking on …
I absolutely LOVE what that woman wrote and read to us. She is absolutely correct. I feel the very same way and I'm sure many Canadians do as well. I'm also tired of walking on eggshells while watching everything I love disappear to make way for an entirely different culture, especially one that is completely incompatible with the Canadian values and freedoms I grew up with.
Identity Attack0.04203484
Insult0.025800243
Profanity0.019212283
Threat0.0063885585
Severe Toxicity0.0020313263
Low Tox 0.07450261 Constructive 0.793
Aug 25, 2025 91 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...
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 …
(This can be viewed as assumptions but it's factual) Was at a A&W last night me and my fiancee were the only Canadians there... went to Walmart after.... Now sure I wasn't in every part …
(This can be viewed as assumptions but it's factual) Was at a A&W last night me and my fiancee were the only Canadians there... went to Walmart after.... Now sure I wasn't in every part of Walmart but I only seen one actual Canadian born worker... Sure it can be said it's assumption on my part but I am confident with my assumption based on what I saw. Our public transportation ( bus ) there's only 4 Canadians left. Now our busses speed, don't give time for people to get on safely.... accidents almost daily. And from what I heard there has to be a shuttle bus on standby because the new drivers just make false claims of accidents and issues so shuttle has to come and pick up the people on the bus to finish the route. Our rental market is far and thin. Our homeless is Canadians NOT foreign. And we are seeking illicit activities and mind altering chemicals to deal with the stress of life more and more each day. Concerns me my son and daughter have to grow up like this. I fear for them and their future in a country that I once believed in. I'm not racist I try my best to treat everyone fairly and equally. But Canada is changing and it's causing great impact we can't handle.
Identity Attack0.02138452
Insult0.024511116
Profanity0.015728042
Threat0.007832011
Severe Toxicity0.0019836426
Low Tox 0.054779384 Constructive 0.835
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
We need Trump, Holman and ICE. I'm pretty sure they could find them. You just need the will which unfortunately does not exist in Canada!
We need Trump, Holman and ICE. I'm pretty sure they could find them. You just need the will which unfortunately does not exist in Canada!
Identity Attack0.015757138
Insult0.022770792
Profanity0.010433359
Threat0.006815769
Severe Toxicity0.0013446808
Low Tox 0.048842013 Moderate Con 0.375 Call_To_Action
Oct 4, 2025 IRCC Names India in Study …
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 …
My neighbour is a high skilled import for a Canadian job. Now he still lives in Canada but works remote for a US organization and he still isn’t a citizen. Something smells fishy, huh. I’m …
My neighbour is a high skilled import for a Canadian job. Now he still lives in Canada but works remote for a US organization and he still isn’t a citizen. Something smells fishy, huh. I’m a high skilled Canadian but couldn’t find permanent work after a layoff in 2015. Funny how in my contract roles I constantly work alongside so many new arrivals that find work 2 months after they get here. I’m sure $$ in wages and subsidies were involved.
Identity Attack0.014350293
Insult0.020063626
Profanity0.011509376
Threat0.0059516393
Severe Toxicity0.0011491776
Low Tox 0.0438942 Constructive 0.647 Personal_Narrative
Jun 20, 2025 2 likes How Canada broke its immigration …
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 …
I’m sure the immigration levels will help with housing, healthcare and the high unemployment rate
I’m sure the immigration levels will help with housing, healthcare and the high unemployment rate
Identity Attack0.02238941
Insult0.010362893
Profanity0.011663092
Threat0.006653947
Severe Toxicity0.0013637543
Low Tox 0.03828422 Moderate Con 0.469
Jan 5, 2026 New rules, regulations take effect …
Looks like I’m moving to Brampton Ontario 😎✌️ I will be posting at least 5 videos per day for sure 😅
Looks like I’m moving to Brampton Ontario 😎✌️ I will be posting at least 5 videos per day for sure 😅
Identity Attack0.007214582
Insult0.011882903
Profanity0.01982715
Threat0.010654188
Severe Toxicity0.0026130676
Low Tox 0.03309893 Moderate Con 0.397 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
They can now go back, I’m sure citizens of Quebec won’t miss them
They can now go back, I’m sure citizens of Quebec won’t miss them
Identity Attack0.0074365693
Insult0.014732921
Profanity0.009835573
Threat0.0072882893
Severe Toxicity0.0009965897
Low Tox 0.031449065 Moderate Con 0.345 Identity_Assertion
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for both part & full time. I apply for at least 10-20 a day. I’m not getting calls for interviews. I’ve even applied twice to one job because I was not chosen but 2 weeks later the same position was back. I’m fortunate enough to not have to work. I have a husband that makes a very good salary that pays for all of the bills , groceries & vacations. Up until Covid collapsed my 2 franchises & I was sinking more money in than making it I had to sell one for 1/3 of what I paid for it & give the other away. I started a small business at home doing lash extensions. I have my regular clients. But if I want to save my own money it’s not sustainable or steady. I want to work because I enjoy leaving my home not to just go grocery shopping or visit family. That’s even if they are home from work. I like having a purpose. I’m skilled in accounting, cleaning, sales, marketing, customer service you name it. Many might say that I’m very lucky. I am very blessed but it’s also very lonely. Plus I have always worked & had independence. I hate asking my husband to send me money so I can pay my cell, credit card bills. I don’t even go shopping without him for new clothes because I rely on him to pay for those too. Hypothetically we broke up tomorrow I’d be screwed. I worry about if he dies. There’s life insurance but we still have a mortgage to pay & monthly bills. Plus of course I’d make sure his kids got some too. Not to mention I’ve had mental health struggles with social anxiety & agoraphobia years ago. The more I stay home the more I get anxious about going out. Days can get boring & then I find myself napping all afternoon. I need a job. I just want my own money. I don’t want to go to my husband every 3 months & ask him to send me 2000.00 to clear up my overdraft for one business day. I don’t even want to have to use it. Sorry for the rant but I feel that even when filing out applications many times I’m asked if I’m racialized. In other words is my skin brown.
Identity Attack0.005771666
Insult0.012946909
Profanity0.013576009
Threat0.006382086
Severe Toxicity0.0010490417
Low Tox 0.021549871 Constructive 0.835 Personal_Narrative
Sep 8, 2025 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.