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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

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Active: "No kidding this is what …" 314 comments · Page 11 of 13
This is what gets me, I’m an immigrant. I came from a place where we speak a broken dialect of English. As part of my processing, I had to demonstrate my ability to speak the …
This is what gets me, I’m an immigrant. I came from a place where we speak a broken dialect of English. As part of my processing, I had to demonstrate my ability to speak the queen’s english. To work, the expectation is you’re able to communicate effectively with whoever you’re interfacing. These folks come here, make zero attempt to improve or learn English or French - the national languages. They go home after the day is done, revert to their native tongue. How would you ever perfect something like a language without some degree practice and immersion? And they do this with their generations. The 1st and sometimes 2nd generation kids will speak their native tongue first, before learning English or French. It’s like the language they should speak to effectively work and live in Canada is an accessory. The govt at all levels encourage this by having driving tests and forms in other languages. And don’t get me started on the pockets - Brampton for example. The politicians kowtow to the voters and give in to them having huge temples, and nonstandard shopping complexes. It’s a running joke how many Indians will be living in the same house, renting from other Indians collecting money under the table in completely unsanctioned and illegal rental scenarios. Companies set up by Indians, to service Indians. So they don’t even care to present as Canadian business with English / French. I’m in the midst of charting my family’s exit from Canada. It’s become something entirely unrecognizable. Where those who know how to game the system get ahead, those of us who play the rules - stay behind. I’ve worked my way up to being upper middle class. I’m about done paying for Indian “students” who later claim to be refugees. Who are now claiming to be in gay relationships, to support their refugee cases. It’s all a joke.
Identity Attack0.06431354
Insult0.035443626
Profanity0.026317406
Threat0.0073789097
Severe Toxicity0.0031089783
Low Tox 0.11161 Constructive 0.681 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Its way to late to stop any of this the time to stop it was when or kids couldn't celebrate Christmas cause it was offensive to other culturesthat was 10 15 years ago
Its way to late to stop any of this the time to stop it was when or kids couldn't celebrate Christmas cause it was offensive to other culturesthat was 10 15 years ago
Identity Attack0.04667538
Insult0.023608726
Profanity0.027137227
Threat0.008738215
Severe Toxicity0.003566742
Low Tox 0.11109332 Moderate Con 0.402 Fear_Threat
Aug 27, 2025 Why Canadians Are Turning Against …
My kids cannot get a simple job, cannot afford the housing and food, that's what happens to Canada with a mass of immigration without providing job houses, care, and schools
My kids cannot get a simple job, cannot afford the housing and food, that's what happens to Canada with a mass of immigration without providing job houses, care, and schools
Identity Attack0.06929302
Insult0.026444806
Profanity0.011014067
Threat0.006265574
Severe Toxicity0.0024986267
Low Tox 0.11078331 Constructive 0.532 Economic_Argument
Dec 29, 2025 Deportations From Canada at Their …
8:56 - Can't have kids if you don't have money.
8:56 - Can't have kids if you don't have money.
Identity Attack0.0102854045
Insult0.020901557
Profanity0.01982715
Threat0.0091524795
Severe Toxicity0.0025177002
Low Tox 0.1104733 Low Con 0.237 Economic_Argument
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I think we should help people. I’m an immigrant and my parents got their passage paid but also had to pay it back. Which we did, but still waiting for our $50,000 cheque. My Dad …
I think we should help people. I’m an immigrant and my parents got their passage paid but also had to pay it back. Which we did, but still waiting for our $50,000 cheque. My Dad got a job in a town which had low rent. We were a family of five not living in a hotel but part of an army barracks. We were out in the country which freedom for all the kids. Free schooling,dental and Dr and cheep food. Where was this? You ask. Burwash, ont. A self sufficient industrial prison farm. We had a great childhood there. But the govt closed it because it was out of the way for inmates relatives to visit.
Identity Attack0.034558404
Insult0.035333443
Profanity0.047173142
Threat0.009048914
Severe Toxicity0.004119873
Low Tox 0.1100022 Constructive 0.745
Aug 7, 2018 1 likes How much do refugees and …
Gotta feed those kids when their parents cant afford groceries.
Gotta feed those kids when their parents cant afford groceries.
Identity Attack0.0071035884
Insult0.023866551
Profanity0.01846078
Threat0.026307223
Severe Toxicity0.0036239624
Low Tox 0.10566349 Moderate Con 0.325 Moral_Argument
Jan 11, 2026 24 likes Canada’s new rules in 2026
Quebec population is getting old, The Quebecers dont make enough Kids to get population growth in future years..... The was why there was a push of Immigration ... Thats it... To counter it Quebecers must …
Quebec population is getting old, The Quebecers dont make enough Kids to get population growth in future years..... The was why there was a push of Immigration ... Thats it... To counter it Quebecers must be making more kids or else they are dooming their own province.
Identity Attack0.047190998
Insult0.030375287
Profanity0.011219022
Threat0.0078449575
Severe Toxicity0.001964569
Low Tox 0.103494145 Moderate Con 0.385
Nov 21, 2025 4 likes Quebec Ends Economic Immigration Program …
$57k is middle class? Are you kidding me?
$57k is middle class? Are you kidding me?
Identity Attack0.019575719
Insult0.029383656
Profanity0.025907494
Threat0.006440342
Severe Toxicity0.0020122528
Low Tox 0.10175867 Low Con 0.188 Question
Jan 4, 2026 9 likes New rules, regulations take effect …
The divorce laws are one of the biggest reasons canadians are not having kids. Canadians are terrified to have children because if the women decides shes not happy, the men will get taken to the …
The divorce laws are one of the biggest reasons canadians are not having kids. Canadians are terrified to have children because if the women decides shes not happy, the men will get taken to the cleaners. So these laws need to change
Identity Attack0.06249457
Insult0.026315894
Profanity0.013166099
Threat0.007637825
Severe Toxicity0.0018978119
Low Tox 0.09872158 Constructive 0.511
Aug 24, 2025 116 likes Why Canadians Are Turning Against …
Grew up in Brampton from age 5-10, half a decade of being a kid in such an open suburb area. Many neighbourhoods now we're farmlands and empty lots. The Indian population was just starting to …
Grew up in Brampton from age 5-10, half a decade of being a kid in such an open suburb area. Many neighbourhoods now we're farmlands and empty lots. The Indian population was just starting to boom, as I thought would all other ethnicities. Regardless of the changes of demographics, Brampton is still such a beautiful city, just taken over by overpopulation at a fast pace. We do not complain, but as a Country we should consider the rate of growth as a positive but also has many negatives. Finding jobs in Brampton is nearly impossible as a young adult - and also looking for new homes with landlords that aren't of Indian descent is becoming a rare occurrence. Changes can be made to benefit both Canadians and Indians as we are known for accepting all cultures, that is what I love about Canada. It is a sight to see when you witness the Indian culture in Brampton, lets not take that away!
Identity Attack0.060220852
Insult0.03070583
Profanity0.021876704
Threat0.008867673
Severe Toxicity0.0033569336
Low Tox 0.09785384 Constructive 0.869 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm 45, single, no kids, this day and age it's your best bet to just take care of yourself
I'm 45, single, no kids, this day and age it's your best bet to just take care of yourself
Identity Attack0.00776955
Insult0.02425329
Profanity0.02385794
Threat0.009048914
Severe Toxicity0.0029563904
Low Tox 0.09785384 Constructive 0.578 Identity_Assertion
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
This kid's ancestor probably didn't get a share from the east india company,
This kid's ancestor probably didn't get a share from the east india company,
Identity Attack0.036620867
Insult0.025800243
Profanity0.018734055
Threat0.007094103
Severe Toxicity0.002193451
Low Tox 0.09394901 Low Con 0.258 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
As a poor European if I brought my family what would I be entitled to? Let's say I have 3 kids and a wife....what can I claim?
As a poor European if I brought my family what would I be entitled to? Let's say I have 3 kids and a wife....what can I claim?
Identity Attack0.04512853
Insult0.017936565
Profanity0.020168742
Threat0.007094103
Severe Toxicity0.0022220612
Low Tox 0.09394901 Moderate Con 0.399
Jul 19, 2019 1 likes How much do refugees and …
YOUR ALLOWED TO BRING RELATIVE I THINK.... SO THEY BRING 20... THEN HAVE 5 KIDS EACH AND SUDDENLY 100 FROM 1 PERSON ..
YOUR ALLOWED TO BRING RELATIVE I THINK.... SO THEY BRING 20... THEN HAVE 5 KIDS EACH AND SUDDENLY 100 FROM 1 PERSON ..
Identity Attack0.0073995716
Insult0.020643732
Profanity0.024062896
Threat0.009230154
Severe Toxicity0.0033950806
Low Tox 0.091913216 Moderate Con 0.32 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Ok so what you doing a video about born n raised in Brampton 60 yrs it's to late same thing in malton as a kid was a party town now look at it it's not …
Ok so what you doing a video about born n raised in Brampton 60 yrs it's to late same thing in malton as a kid was a party town now look at it it's not getting better it's spreading fast
Identity Attack0.009619443
Insult0.023608726
Profanity0.022013342
Threat0.007819066
Severe Toxicity0.0028800964
Low Tox 0.08716487 Constructive 0.534 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
They take major portion of our money.. Some people just don’t want to work and oh god 12 or 13 kids
They take major portion of our money.. Some people just don’t want to work and oh god 12 or 13 kids
Identity Attack0.008028535
Insult0.025413504
Profanity0.029596692
Threat0.0066151097
Severe Toxicity0.0023078918
Low Tox 0.08716487 Low Con 0.277
Sep 21, 2018 4 likes How much do refugees and …
🫠 800 illegal colleges in Ontario. Do you want your kids to go to Stanford? There is one in Brampton ❤😂
🫠 800 illegal colleges in Ontario. Do you want your kids to go to Stanford? There is one in Brampton ❤😂
Identity Attack0.029402243
Insult0.025284592
Profanity0.0118338885
Threat0.006330303
Severe Toxicity0.0015735626
Low Tox 0.083999306 Moderate Con 0.31
Oct 2, 2025 3 likes IRCC Names India in Study …
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...
Because the liberals allow it. Corporations love the influx of cheap disposable labor. Best part is that so many people have this idea that voting liberal is voting for The Good Guys. Feels so good …
Because the liberals allow it. Corporations love the influx of cheap disposable labor. Best part is that so many people have this idea that voting liberal is voting for The Good Guys. Feels so good to virtue signal and then complain how you struggle to feed your kids while corporations have been making record profits year after year.
Identity Attack0.01274247
Insult0.032468732
Profanity0.012073003
Threat0.0062914654
Severe Toxicity0.0013160706
Low Tox 0.08083374 Moderate Con 0.376 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigrants to Canada are like any other immigrants, they appreceiate a chance. a chance to get ahead, to have their children get a chance. Andf those kids will be a generation fiurter awayfrom their homeland. …
Immigrants to Canada are like any other immigrants, they appreceiate a chance. a chance to get ahead, to have their children get a chance. Andf those kids will be a generation fiurter awayfrom their homeland. Three generations are real Canadians. Canadians obn trhe other hand have lost their opportunities, or wasted them anf now they resent people who are more successful. Most Canadians are working hard and doing fine.
Identity Attack0.04641757
Insult0.025026767
Profanity0.011355659
Threat0.006259101
Severe Toxicity0.0016593933
Low Tox 0.07687678 Constructive 0.694
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
My mother came to Canada in 1965 with her family. She learned how to speak english by watching kids shows on TV. She had 4 girls by 1979. She could speak fluent English by that …
My mother came to Canada in 1965 with her family. She learned how to speak english by watching kids shows on TV. She had 4 girls by 1979. She could speak fluent English by that time. We lived in low rentals with other immigrants. It was all about one another. The many different cultures came together and shared. We were all dirt poor, but we all accepted one another for who we are. No one was better than another. Every kid I grew up with was a tried and true Canadian. Every single one became a citizen if they weren't born here. We all learned from one another. This Canada? It's not the Canada I know. I was born in Ontario. Many of my family members are still there. They're looked down upon. What? They're Canadians but they're looked down upon for being in that same small town. It's Sad. We need another peaceful protest in Ottawa. Save our Canada.
Identity Attack0.027011903
Insult0.031256735
Profanity0.026454043
Threat0.0071199946
Severe Toxicity0.0022220612
Low Tox 0.075294 Constructive 0.844 Personal_Narrative
Aug 27, 2025 Why Canadians Are Turning Against …
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more …
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more labor should be less taxed. BYE CANADIAN Only. HI TAX for imported goods. * Build thousands condominiums by government and rent them to low income people. Decentralized from major cities. * Lower the TAX like USA * Implement Health insurance like USA. Easy Medical loan who needed. * Women should be encouraged to take babies and raise kids for population growth. Increase child benefits and handsome pregnancy award to give birth. Maternity benefits for 3 years. * Culture is freedom of choice on one hand and it should be practiced in private places or in closed boundaries. There should not be any national culture or majority culture. All should respect each other and don't try to impose anything to others. So no public display or disturbances by culture issues. * Omitting bilingual system of English French. It's very stupidity. In office or workplaces ONLY English Please. Quebec only French. Not both. Government language only English. In private places you speak anything but outside only English. It could be broken English but English. It's important. The solutions are in front of us, government don't want to act
Identity Attack0.0233943
Insult0.028171662
Profanity0.014054239
Threat0.0067186756
Severe Toxicity0.002298355
Low Tox 0.075294 Constructive 0.684 Policy_Critique
Sep 15, 2025 Why Canadians Are Turning Against …
Needs to be even tighter but since its been so high fir so long it may be too late. Ive seen young Canadians who canet find work and may have to move to the US …
Needs to be even tighter but since its been so high fir so long it may be too late. Ive seen young Canadians who canet find work and may have to move to the US for good futures some have already started and taking their skills with them. Canada dies not need high levels it needs more affordable homes, better paying jobs, etc do they can have kids and increase the population organically. Parts of Canada dont even look like a North American country. As an immigrant I can tell you that it would be better if Canadians could afford to have more kids
Identity Attack0.04023018
Insult0.028061481
Profanity0.016001316
Threat0.0076637166
Severe Toxicity0.0023651123
Low Tox 0.07371122 Constructive 0.743 Policy_Critique
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
Guy on the bike isn't kidding about the shelters. My ex is Canadian and her friends couldn't live in them because of how overfilled they are with those people.
Guy on the bike isn't kidding about the shelters. My ex is Canadian and her friends couldn't live in them because of how overfilled they are with those people.
Identity Attack0.024801146
Insult0.028061481
Profanity0.013951761
Threat0.006530962
Severe Toxicity0.0014972687
Low Tox 0.07212844 Constructive 0.682 Fear_Threat
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
They make kids, they will pay our retirements, see the good. Do you think their kids will still adore idoles?
They make kids, they will pay our retirements, see the good. Do you think their kids will still adore idoles?
Identity Attack0.008768492
Insult0.026444806
Profanity0.014464149
Threat0.007353018
Severe Toxicity0.0015544891
Low Tox 0.07212844 Moderate Con 0.382
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)

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.