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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: "But when was the last …" 395 comments · Page 12 of 16
The strategy of corporations exploiting illegal labour practices are never going to go away since it encourages cheap labour without any benefits is a huge leverage for the companies and the government and of course …
The strategy of corporations exploiting illegal labour practices are never going to go away since it encourages cheap labour without any benefits is a huge leverage for the companies and the government and of course the last but not the least steps like these are not solutions for the unemployed local workers but a huge excuse for the so called organisations to open a huge black market for the illegals even more with higher rates of shipping the possible jobs abroad
Identity Attack0.06294931
Insult0.029163294
Profanity0.013985921
Threat0.0071070488
Severe Toxicity0.0021076202
Low Tox 0.10089093 Moderate Con 0.433 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
I keep hearing people over fifty voted Liberal. I'm 65 and myself and my many friends voted Conservative. I believe it was rigged. Razor thin margins in favour of the Liberals. Yeah o.k. They used …
I keep hearing people over fifty voted Liberal. I'm 65 and myself and my many friends voted Conservative. I believe it was rigged. Razor thin margins in favour of the Liberals. Yeah o.k. They used Donald, to say most of us changed our minds and wanted to reward the Liberals for their stellar performance over the last ten years. We need change now!
Identity Attack0.018872296
Insult0.036545437
Profanity0.019348921
Threat0.0077284453
Severe Toxicity0.0019550323
Low Tox 0.10045706 Constructive 0.762
Aug 27, 2025 Why Canadians Are Turning Against …
Last time I was in Brampton a youth Indian girl and her grandpa jumped into the back seat my car wanting a ride to a store. I felt like i was in some kind of …
Last time I was in Brampton a youth Indian girl and her grandpa jumped into the back seat my car wanting a ride to a store. I felt like i was in some kind of Bollywood movie. 😅 and no I'm definitely not a taxi driver.
Identity Attack0.061130337
Insult0.025542418
Profanity0.034146797
Threat0.0091524795
Severe Toxicity0.00333786
Low Tox 0.09872158 Constructive 0.657 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Im from Chicago, went to Toronto/ Mississagua area for vacation last year in May… lets just say i felt like i was in India lol
Im from Chicago, went to Toronto/ Mississagua area for vacation last year in May… lets just say i felt like i was in India lol
Identity Attack0.06294931
Insult0.024511116
Profanity0.03189224
Threat0.007353018
Severe Toxicity0.0030899048
Low Tox 0.09655223 Moderate Con 0.442 Identity_Assertion
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
West Canada is a Chinese colony and East Canada is an Indian colony. Chinese and Indian have worked for English during the last 300 years.
West Canada is a Chinese colony and East Canada is an Indian colony. Chinese and Indian have worked for English during the last 300 years.
Identity Attack0.1007269
Insult0.023479814
Profanity0.012448754
Threat0.0061425893
Severe Toxicity0.0022602081
Low Tox 0.09394901 Low Con 0.277 Unverified_Claim
Feb 22, 2026 Inside Canada's Indian Invasion...
I believe the last 2 elections where rigged .
I believe the last 2 elections where rigged .
Identity Attack0.0050687063
Insult0.031807642
Profanity0.024814399
Threat0.007534259
Severe Toxicity0.001745224
Low Tox 0.09394901 Low Con 0.289 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British North West Mounted Police at Batoche because the British Colonizers after outlawing fur trade except through the HBC company were further insulted by having their ancestral land sectioned off and given to immigrants. My uncles also were part of the first battle at Seven Oaks when surveyors were surveying and measuring my ancestral cousins land. The British Immigrants were described as the preferred immigrants. TheNorth American Indians, the Metis were described as undesirables and in a memo written to the Indian Affairs Minister during John A MacDonald asking him how best to remove the undesirables Metis from their land. The Metis were not placed on reservations because we never stopped fighting for our homeland rights. What is happening now is a continuation of what happened back when John A MacDonald was Prime Minister. May I also say if these migrates think their customs and regions are so great then stay in your homeland. But unlike the brave Metis who continues to oppose the government and finally 100 years later some our birthrights as the original Canadians have been recognized. My great grandfather and his father were both named Antoine and Charles Henault dit Canada, and to this day from the 1700s some of my cousin’s last name has been Canada since the 1700s. People with Canadian passports don’t make them Canadian. Indians from Indian don’t integrate or intermarry. They impose their culture on the rest of the country. Get rid of them all.
Identity Attack0.0376521
Insult0.032799274
Profanity0.017162729
Threat0.008323951
Severe Toxicity0.002412796
Low Tox 0.09112182 Constructive 0.772 Identity_Assertion
Sep 12, 2025 Why Canadians Are Turning Against …
Last year, they said that 114,000 Indian students in Canada did not attend classes, but not a single school reported this issue to the IRCC because, guess what, the students still pay their fees! So, …
Last year, they said that 114,000 Indian students in Canada did not attend classes, but not a single school reported this issue to the IRCC because, guess what, the students still pay their fees! So, the schools are complicit, filling those seats as empty and making more money by selling one spot to two students. These are the same schools that appear on your TV screens saying, "cutting down the number of international students means they would be out of work and have to end some of their programs."
Identity Attack0.038167715
Insult0.030375287
Profanity0.017845914
Threat0.0072235605
Severe Toxicity0.0021266937
Low Tox 0.09033044 Constructive 0.576 Policy_Critique
Sep 29, 2025 36 likes IRCC Names India in Study …
Lol.. why you're so surprised. Isn't it so obvious the way our immigration system operated over the last few years
Lol.. why you're so surprised. Isn't it so obvious the way our immigration system operated over the last few years
Identity Attack0.025605056
Insult0.023995465
Profanity0.018597418
Threat0.006259101
Severe Toxicity0.002002716
Low Tox 0.09033044 Low Con 0.297
Sep 30, 2025 IRCC Names India in Study …
canada now has a caste system.. and naturally born citizens are always last!
canada now has a caste system.. and naturally born citizens are always last!
Identity Attack0.038425524
Insult0.026058068
Profanity0.012312118
Threat0.007793174
Severe Toxicity0.002298355
Low Tox 0.08716487 Low Con 0.112 Fear_Threat
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
It's shocking how Canada has changed in the last 10 years. While some Canadians still fret about a US takeover, Canada has already become a de facto part of India.
It's shocking how Canada has changed in the last 10 years. While some Canadians still fret about a US takeover, Canada has already become a de facto part of India.
Identity Attack0.06158508
Insult0.026315894
Profanity0.0128245065
Threat0.006356194
Severe Toxicity0.0019454956
Low Tox 0.08716487 Moderate Con 0.395
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
I warned everyone about the northern boarder this last year
I warned everyone about the northern boarder this last year
Identity Attack0.015154205
Insult0.02103047
Profanity0.018324144
Threat0.011405042
Severe Toxicity0.0020503998
Low Tox 0.085582085 Moderate Con 0.407
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Always blaming the opposition party and never the party in government the last 10 years. Everything is way worse than 11 years ago
Always blaming the opposition party and never the party in government the last 10 years. Everything is way worse than 11 years ago
Identity Attack0.006511623
Insult0.03257891
Profanity0.013268576
Threat0.006835188
Severe Toxicity0.0013828278
Low Tox 0.08479069 Moderate Con 0.332 Policy_Critique
Feb 24, 2026 'We do know that there's …
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...
I’m from Vermont, I was floored when you mentioned crossing into here. Just know that some locals held illegals at gun point last year until border agents showed up 🙂 people take that pretty serious …
I’m from Vermont, I was floored when you mentioned crossing into here. Just know that some locals held illegals at gun point last year until border agents showed up 🙂 people take that pretty serious here.
Identity Attack0.034042787
Insult0.024511116
Profanity0.013610168
Threat0.008556974
Severe Toxicity0.0019359589
Low Tox 0.079250954 Constructive 0.674 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m 52 n I can tell u it started back when I was in high school not saying it hasn’t gotten worse but it’s not just a thing that started in the last couple yrs …
I’m 52 n I can tell u it started back when I was in high school not saying it hasn’t gotten worse but it’s not just a thing that started in the last couple yrs !
Identity Attack0.0073995716
Insult0.021288296
Profanity0.031140719
Threat0.0074436385
Severe Toxicity0.0026130676
Low Tox 0.07687678 Constructive 0.585 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
bro pulled up to b town 😭 he not lying tho brampton has changed severely in the last 10-15 years alone
bro pulled up to b town 😭 he not lying tho brampton has changed severely in the last 10-15 years alone
Identity Attack0.0050317086
Insult0.026315894
Profanity0.022628209
Threat0.0077025536
Severe Toxicity0.0022888184
Low Tox 0.07450261 Moderate Con 0.413 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Try finding an apartment!! I had to move from one airbnb yo another to another for months. Meanwhile, getting passed over from one apartment to another. These folks were transferring first and last before even …
Try finding an apartment!! I had to move from one airbnb yo another to another for months. Meanwhile, getting passed over from one apartment to another. These folks were transferring first and last before even being chosen. They were starting bidding wars over apartments. Paying way more than asked. That's what drove the rent cost through the roof! I have a friend who has been staying at motel for months now trying to find a place. He was turned down for a place with a cosigner that makes 100k a year! It needs to stop!
Identity Attack0.0048837173
Insult0.033570543
Profanity0.019895468
Threat0.0072882893
Severe Toxicity0.001783371
Low Tox 0.07371122 Constructive 0.748 Economic_Argument
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Time to get out. Thank you Canada you have been good while you lasted.
Time to get out. Thank you Canada you have been good while you lasted.
Identity Attack0.021786476
Insult0.020772645
Profanity0.011184863
Threat0.011146127
Severe Toxicity0.0024414062
Low Tox 0.07212844 Moderate Con 0.404 Personal_Narrative
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Love Michelle and hope she will be incharge of Canadas immigration some day. Its heartbreaking to see Canada's decline and inaction from liberals. They need future voters because big boomer base wont last
Love Michelle and hope she will be incharge of Canadas immigration some day. Its heartbreaking to see Canada's decline and inaction from liberals. They need future voters because big boomer base wont last
Identity Attack0.019977676
Insult0.029273475
Profanity0.010365041
Threat0.0067898775
Severe Toxicity0.0012969971
Low Tox 0.07212844 Constructive 0.572 Call_To_Action
Feb 24, 2026 'We do know that there's …
And Brampton is known as the capital of truck licenses without the proper test. The TV show Marketplace exposed that situation a few years ago. I'm new to Canada, but one thing about people from …
And Brampton is known as the capital of truck licenses without the proper test. The TV show Marketplace exposed that situation a few years ago. I'm new to Canada, but one thing about people from India is that if they have the opportunity to skip or cheat on a test, they take it. I know this firsthand. Another important fact is the population of India; they are around 1,300 millons people, but only 1% of those people can collapse the immigration system of a country, in this case, Canada. And Canada allowed it. Last but not least, I don't know if deodorant is forbidden in India, but they smell really bad.
Identity Attack0.036105253
Insult0.027730936
Profanity0.015693882
Threat0.0076507707
Severe Toxicity0.0019073486
Low Tox 0.07054565 Constructive 0.679
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
YEET THE JEETS!!! EVERY LAST ONE !!!
YEET THE JEETS!!! EVERY LAST ONE !!!
Identity Attack0.004643231
Insult0.016632931
Profanity0.020442016
Threat0.03304107
Severe Toxicity0.0042915344
Low Tox 0.07054565 Low Con 0.222 Identity_Assertion
Jan 27, 2026 31 likes Inside Canada's Indian Invasion...
I visited Toronto last year and I legit thought I was in India.
I visited Toronto last year and I legit thought I was in India.
Identity Attack0.057037655
Insult0.019354604
Profanity0.01846078
Threat0.007145886
Severe Toxicity0.0023269653
Low Tox 0.06896287 Moderate Con 0.408 Comparative_Framing
Jan 29, 2026 738 likes Inside Canada's Indian Invasion...
Last time i was this early, i was been born
Last time i was this early, i was been born
Identity Attack0.014450782
Insult0.016556932
Profanity0.028093686
Threat0.0101363575
Severe Toxicity0.0029945374
Low Tox 0.06500591 Moderate Con 0.357
Jan 27, 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.