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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: "How they are going to …" 2,613 comments · Page 80 of 105
Go home, safe travels.
Go home, safe travels.
Identity Attack0.008250522
Insult0.0233509
Profanity0.013371054
Threat0.0086087575
Severe Toxicity0.0023937225
Low Tox 0.067380086 Moderate Con 0.392
Nov 22, 2025 Quebec Ends Economic Immigration Program …
If you come to Canada to go to school you shouldnt expect it to lead to residency.
If you come to Canada to go to school you shouldnt expect it to lead to residency.
Identity Attack0.04023018
Insult0.020643732
Profanity0.011902207
Threat0.0067186756
Severe Toxicity0.0019454956
Low Tox 0.067380086 Low Con 0.198 Policy_Critique
Feb 15, 2026 Canada's tighter immigration policy divides …
8:11 how does it affect him whats going on in someone else's house (???)
8:11 how does it affect him whats going on in someone else's house (???)
Identity Attack0.00569767
Insult0.014238917
Profanity0.023652986
Threat0.00948907
Severe Toxicity0.0029945374
Low Tox 0.067380086 Low Con 0.244
Jan 9, 2026 6 likes Inside Canada's Indian Metropolis (Brampton)
Missing??? You want to find them?? Go to check all the companies that have subsidy programs to hire students and immigrants….
Missing??? You want to find them?? Go to check all the companies that have subsidy programs to hire students and immigrants….
Identity Attack0.035331827
Insult0.018516673
Profanity0.010723713
Threat0.006647474
Severe Toxicity0.0013637543
Low Tox 0.0665887 Low Con 0.213
Sep 27, 2025 92 likes IRCC Names India in Study …
They can go home.
They can go home.
Identity Attack0.0075845607
Insult0.020385906
Profanity0.014839902
Threat0.011120236
Severe Toxicity0.0020599365
Low Tox 0.0665887 Low Con 0.273 Call_To_Action
Feb 4, 2026 Why Canadians Are Turning Against …
Those are the consequences for opening the gates for immigration too wide for far too long. It's high time they start being more selective on who gets to immigrate and lower the number for at …
Those are the consequences for opening the gates for immigration too wide for far too long. It's high time they start being more selective on who gets to immigrate and lower the number for at least a few years to get things back under control as this is Canada, either you assimilate or go back from where you come from.
Identity Attack0.035074018
Insult0.019741343
Profanity0.010945748
Threat0.0076119336
Severe Toxicity0.001745224
Low Tox 0.0665887 Constructive 0.512
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
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 am fully prepared for my children to be living at home for a long time before they’re ready to go out on their own. It’s rough out there. They can help out with some …
I am fully prepared for my children to be living at home for a long time before they’re ready to go out on their own. It’s rough out there. They can help out with some groceries and around the house and then put their money aside and keep saving. I would hate for them to struggle and penny pinch. They’re still very young but who knows what things will look like in years from now, probably much worse.
Identity Attack0.004180758
Insult0.021803947
Profanity0.022696527
Threat0.0103175985
Severe Toxicity0.0018882751
Low Tox 0.06579731 Constructive 0.674 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I'm a Brampton resident. My family immigrated in the late 90s. I grew up on YTV, TVO kids, Fox Kids, Treehouse TV. I also still grew up knowing my own native culture and religion. I …
I'm a Brampton resident. My family immigrated in the late 90s. I grew up on YTV, TVO kids, Fox Kids, Treehouse TV. I also still grew up knowing my own native culture and religion. I attend one of these temples of worship. Despite this, I still made friends with different races of people. I think my community needs to branch out a little more and learn about other cultures that live amongst us. Maybe we need to have a little less pride on where we come from? I don't know what the exact answer is. One thing I know is we can definitely get along. Just need the community to adapt more and actually learn Canadian culture. Maybe go see a Blue Jays game at the Skydom? Maybe know who Wayne Gretzky is?? LOL.
Identity Attack0.042292643
Insult0.020385906
Profanity0.025360947
Threat0.0075083673
Severe Toxicity0.0024414062
Low Tox 0.06579731 Constructive 0.864 Personal_Narrative
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm pretty much exactly where that lady in the car is at. Enough to make rent, pay my monthly cell phone bill, and internet, but the rest? Not enough for food, no emergency funds if …
I'm pretty much exactly where that lady in the car is at. Enough to make rent, pay my monthly cell phone bill, and internet, but the rest? Not enough for food, no emergency funds if something breaks or needs replacing, etc. Can't even save and put money away. I sat down and balanced my budget, looking at what I could keep or toss. Figured out what to do for cheapening food costs as much as I could (without doing food bank), and the most I can afford for rent is $700 a month. That's basically a room in someone's house. That's it. As an Adult, I'm disgusted it's come to this. But what angers me MOST of all, is the Landlord's I gotta argue with. Surrey, BC used to be the cheap end of Vancouver. The welfare type housing, and low-income area. Then we had this huge book of Middle Eastern people come flying in at top speed, steam roll the community and make it theirs. They bought up all the cheap housing, ripped it down even though it was not that bad of a house, then built these custom 5-6 room mini mansions. The standards for the area skyrocketed, and the cost of their mortgage is likely also sky high because of what they built... So what do they do? Rent the rooms, force people 2 to a room with no privacy, and if you WANT a private room? Nearly $1000. Oh... And let's not forget the discrimination issues. If you're not going to temple or Gudwara, forget it. If you aren't pure vegetarian, forget it. And because all the other renters are "brown" and under 30yrs old, Adults are considered unwelcome. If you have a disability and don't work, you're automatically labelled a drug user (which isn't always truth). Even if you offer proof of income, and resources or phone numbers to call, they won't bother. Too much work. This sh*t needs to stop. I look in other cities near by, and it's happening in ALL OF THEM. I cant even relocate to get away from this crap. I'm done. I have no car to live out of, so that's not an option. I'm not a drug user, never will be but and all the shelters are now "low barrier". Screw that. So now what? Go back to work with a broken lower back?? Desk job search when I should be recovering and resting? Like, the suggestions are welcome, but be realistic. I'm in constant pain on heavy duty drugs to get by right now. No spouce. No parents or friends to leech off of. I feel utterly abandoned by our government.
Identity Attack0.004180758
Insult0.029714199
Profanity0.024951037
Threat0.006763986
Severe Toxicity0.0019836426
Low Tox 0.06579731 Constructive 0.775 Personal_Narrative
Aug 25, 2025 10 likes Why Canadians Are Turning Against …
Go to Frisco Texas lol
Go to Frisco Texas lol
Identity Attack0.013646871
Insult0.023866551
Profanity0.029888187
Threat0.007301235
Severe Toxicity0.0030517578
Low Tox 0.06579731 Low Con 0.294 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
We need to see people being charged and walked in front of cameras. We need criminals to go to court, be convicted and let the public see the process. I/we feel like nothing ever happens- …
We need to see people being charged and walked in front of cameras. We need criminals to go to court, be convicted and let the public see the process. I/we feel like nothing ever happens- no charges or convictions. The public needs to see something be done and that is also a deterrent!!! Justice matters!!
Identity Attack0.0048837173
Insult0.023608726
Profanity0.012312118
Threat0.021127338
Severe Toxicity0.0021648407
Low Tox 0.06579731 Constructive 0.641 Call_To_Action
Feb 18, 2026 29 likes Canadian immigration officers investigating hundreds …
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian …
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian dollars and then send that money out of our economy to their home Country. So our Canadian dollars are sold, and isn't spent in our Economy. When you go somewhere and you don't see any born in Canada employees you really need to make a choice to not support that business. Canadian wages should go to Canadians and spent in our economy. I hope we wise up and we start to really limit how many people we bring into the Country. We're literally bringing in 400K+ people that's about the size of Halifax, EVERY year. We just cannot support this rapid growth. Especially when the people coming in have no intention of integrating and do not share our values.
Identity Attack0.034042787
Insult0.026444806
Profanity0.014054239
Threat0.0067445673
Severe Toxicity0.0018978119
Low Tox 0.06579731 Constructive 0.781 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
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...
You know the left ain't going to be happy with you exposing this stuff! 😂
You know the left ain't going to be happy with you exposing this stuff! 😂
Identity Attack0.007917541
Insult0.023608726
Profanity0.01535229
Threat0.007883795
Severe Toxicity0.0015068054
Low Tox 0.06579731 Low Con 0.221 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s up to you if you want to go but don’t be whining about it what s%it hits the fan you should already be aware do your f-in homework and stay in beautiful CANADA
It’s up to you if you want to go but don’t be whining about it what s%it hits the fan you should already be aware do your f-in homework and stay in beautiful CANADA
Identity Attack0.0011992828
Insult0.02346504
Profanity0.01223047
Threat0.00063836924
Severe Toxicity0.000010517128
Low Tox 0.06559748 Call_To_Action
Dec 8, 2025 2 likes
Why can't we get one native American with a YouTube channel going around asking ALL people what they are doing in his land?
Why can't we get one native American with a YouTube channel going around asking ALL people what they are doing in his land?
Identity Attack0.033269364
Insult0.017549826
Profanity0.016342908
Threat0.0075083673
Severe Toxicity0.0018978119
Low Tox 0.06500591 Moderate Con 0.375 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Same here now in Newfoundland .Every Tims ,Acw ,Kfc all going the .Pertending they get no one to work for them and leaving the Locals out of jobs .Its time to cut out the Temporary …
Same here now in Newfoundland .Every Tims ,Acw ,Kfc all going the .Pertending they get no one to work for them and leaving the Locals out of jobs .Its time to cut out the Temporary workers out and Start over .
Identity Attack0.00899048
Insult0.02373764
Profanity0.011492296
Threat0.012233571
Severe Toxicity0.002117157
Low Tox 0.06500591 Constructive 0.611
Nov 18, 2025 2 likes IRCC Names India in Study …
Trudeau said Canada's going to get a tan. Have you been asleep for the last ten years? What did you think that means.?
Trudeau said Canada's going to get a tan. Have you been asleep for the last ten years? What did you think that means.?
Identity Attack0.00449524
Insult0.02982438
Profanity0.012995303
Threat0.007327127
Severe Toxicity0.0014305115
Low Tox 0.06500591 Low Con 0.3
Jan 20, 2026 Why Canada’s immigration system has …
11:07 im going through this everyday..
11:07 im going through this everyday..
Identity Attack0.008546505
Insult0.013212911
Profanity0.03690237
Threat0.014048163
Severe Toxicity0.0049591064
Low Tox 0.06500591 Moderate Con 0.493 Personal_Narrative
Aug 27, 2025 Why Canadians Are Turning Against …
Metro Vancouver went from 2.5 mil to 3.5 mil since the pandemic. In that same window almost all my friends left the city as part of a massive exodus. 78k is a drop in the …
Metro Vancouver went from 2.5 mil to 3.5 mil since the pandemic. In that same window almost all my friends left the city as part of a massive exodus. 78k is a drop in the bucket, we've brought in millions and millions who we don't have space for. If you can't add lanes to our bridges we shouldn't be growing at this pace. How do we get rid of these millions? Are you going to intentionally make this cost as much as possible so that we give up and accept the new normal? You planned this in advance, you don't want Millennials to have kids.
Identity Attack0.010507392
Insult0.026960457
Profanity0.015454767
Threat0.008311004
Severe Toxicity0.002155304
Low Tox 0.06421452 Constructive 0.708
Dec 26, 2025 Deportations From Canada at Their …
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 …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones are top of the line .Clothes and shoes brand name only .Gold jewllery ladys purses $300.00 and up .And they all have cars from 40 thousand and up . One place i never see them is value village .How do they do iit ?I had 2 kids and on welfare a few years back and I had a hard time trying to get some things that we badly needed and could not afford and things were a lot cheaper .The most I ever spent at no frills been on assistance was $75.00 for the whole month .6 years ago and no cell phone gold. or cars .So how these people do it ?oh and by the way I go ti no frills once a week .Those same refugees are there every thursday spending $500.00. on goceries and none of them work .Some time neighbours talk and thats how things are know .Our government is a big lier .We the tax payers are paying for all of these Once a refugee of this country one canot be sent back or deported so if this refugee never finds a job you the tax payer and I will pay for his or her assistance and maybe for a life time .like in the case of gypsies refugees they are all on assistance go to all the food banks rob the community of their belongins their cars items from stores donations in front of churches and stores they dress the best also spend hundreds of dollars on food they shop for clothes at the mall and we the tax payer brake our backs 6 days a week 10 hours a day like me and I cant afford even half of what these people can .So even if they become criminals we have to support them .Some refugee law and rights should be changed to ensure that tax payers are not been taking advantage of .
Identity Attack0.00932346
Insult0.027841117
Profanity0.025907494
Threat0.006647474
Severe Toxicity0.0019931793
Low Tox 0.063423134 Constructive 0.726
Jun 16, 2018 3 likes How much do refugees and …
They will go underground work for cash and take jobs from others
They will go underground work for cash and take jobs from others
Identity Attack0.005919657
Insult0.022512967
Profanity0.015113175
Threat0.008039144
Severe Toxicity0.001335144
Low Tox 0.063423134 Low Con 0.225 Fear_Threat
Jan 15, 2026 24 likes 2.9 million Canadian temporary visas …
I think the majority of students from India are using study permits as a way to circumvent going through regular immigration channels.
I think the majority of students from India are using study permits as a way to circumvent going through regular immigration channels.
Identity Attack0.055673428
Insult0.017872108
Profanity0.019075647
Threat0.0074048014
Severe Toxicity0.002155304
Low Tox 0.063027434 Moderate Con 0.43
Oct 7, 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.