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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: "Their only job will be …" 1,176 comments · Page 15 of 48
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Identity Attack0.40447855
Insult0.12883772
Profanity0.027137227
Threat0.0084793
Severe Toxicity0.011672974
Moderate 0.3389984 Constructive 0.564 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
TDS Sports, 😂😂😂 Now these nut jobs got their own sporting goods?? What are the teams called? Trump is a meanie soccer team??
TDS Sports, 😂😂😂 Now these nut jobs got their own sporting goods?? What are the teams called? Trump is a meanie soccer team??
Identity Attack0.025605056
Insult0.36365277
Profanity0.094542764
Threat0.0065827454
Severe Toxicity0.007896423
Moderate 0.3389984 Low Con 0.17 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
And to answer your question from a Canadian 🇨🇦 , we can not stand this infestation , this will go down in the history books as the biggest mistake are country ever made . Literally …
And to answer your question from a Canadian 🇨🇦 , we can not stand this infestation , this will go down in the history books as the biggest mistake are country ever made . Literally picked the slowest shmelliest breed to flood are country with , these guys can’t even handle a job at SINGH HORTONS they struggle to make a double double … never mind drive a car , they are the worst drivers too ffs . We want them all gone now
Identity Attack0.22783615
Insult0.344702
Profanity0.051431753
Threat0.02250864
Severe Toxicity0.015479924
Moderate 0.3389984 Moderate Con 0.323 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting …
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting turned down when I hand out resumes, because I'm white and I was born in Canada its bad they're taking all the student jobs and then buying the businesses where students are working and then firing the students i'm no longer in school, so it's even harder to find a job. It's gotten to the point where if you want a job you need to work for yourself. They're even taking jobs in the trades so now people are having to work for themselves under-the-table and launder their money the average median income in Canada is anywhere from $45000 to $50000 a year the average house costs $673,335 the average household only makes $80000 a year i used to dream about having my own home and starting a family now I just hope I can find an apartment for less than $2000 a month that isn't owned by a slum Lord living in Toronto that's bought the property without ever even being to Smiths Falls a day in their life.
Identity Attack0.39461556
Insult0.23704576
Profanity0.098067984
Threat0.030278467
Severe Toxicity0.016190045
Moderate 0.3389984 Constructive 0.675 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I dont have a problem with brown people coming and honestly a lot of the men in this video are pretty wise and accepting of everyone its just that they are taking all the jobs …
I dont have a problem with brown people coming and honestly a lot of the men in this video are pretty wise and accepting of everyone its just that they are taking all the jobs and when they become managers and so on they only hire other brown workers its to the point every store in my home town of Scarborough even greek food places are run by brown ppl.
Identity Attack0.40447855
Insult0.14512913
Profanity0.12096943
Threat0.011094344
Severe Toxicity0.016641939
Moderate 0.3389984 Constructive 0.711 Economic_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Send all the immigrants home, our teens in Canada can’t get jobs like @ a Tim Hortons, Wendy’s because the immigrants all have the jobs, time to go home
Send all the immigrants home, our teens in Canada can’t get jobs like @ a Tim Hortons, Wendy’s because the immigrants all have the jobs, time to go home
Identity Attack0.3817989
Insult0.15911613
Profanity0.019622196
Threat0.014911477
Severe Toxicity0.013155893
Moderate 0.3389984 Moderate Con 0.32 Economic_Argument
Aug 25, 2025 256 likes Why Canadians Are Turning Against …
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over …
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over even with the promise to pay out of pocket for healthcare should it be needed. I find it utterly disgusting that as a born Canadian citizen I can't get a job, proper healthcare and live in a culture where immigrants (not all if them do this) thumb their noses at us. These immigrants, in my opinion, have NO intention of learning the english language either. I can't figure out why some of them even bothered coming to Canada because they haven't left their crap where they came from. It is no wonder Poland is the way they are about Immigration.
Identity Attack0.36702603
Insult0.33964422
Profanity0.07740857
Threat0.010602405
Severe Toxicity0.013672344
Moderate 0.3389984 Constructive 0.688 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Deport them now we are full we don’t have jobs for Canadians
Deport them now we are full we don’t have jobs for Canadians
Identity Attack0.34324843
Insult0.09855611
Profanity0.026863953
Threat0.09623027
Severe Toxicity0.014253352
Moderate 0.3375374 Low Con 0.244 Call_To_Action
Jan 16, 2026 2.9 million Canadian temporary visas …
every where i go in my city is Indians with all the jobs i can't get a new job here at all can't even get any calls. my old job i was Team Leader at …
every where i go in my city is Indians with all the jobs i can't get a new job here at all can't even get any calls. my old job i was Team Leader at a Dollarama, with almost 3 years of experience and can't even get a job doing same stuff that i have alot of experience with. that Dollarama is right next to my house, i go there to get stuff all the time and guess what that entire staff is Indian. there is like 5 or 6 of them and 3 none Indians who are old co workers of mine. the Manager is Indian too and all i see when it's new hires is yup you guessed it a new Indian hire.
Identity Attack0.38826546
Insult0.17361937
Profanity0.18417911
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.3375374 Constructive 0.667
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it …
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it for you) my daughter got hired at Tim's ( cpl years back) the ONLY reason she got a second interview is because her first name can be easy Indian or Irish. They were calling her up she's standing there they couldn't understand how a white girl got hired. It's not ok. Even the non extreme ones do sympathize with extremist acts of terror on Christians. 70% have admitted this. When you listen to the news, 99% of the crimes - violent, assault, home invasions, women set ablaze on the subway... EVERY NAME IS NOT CANADIAN!!! sorry if you break the law , federal violent crimes or fraud GET THE F.O 5 years ago 1 store was bought by that group of people.... Within a year they were everywhere, and how they get to buy homes or business? Cuz they cheat the system. Living 20 in an apartment, running transports 24/7 letting unlicensed family members drive while they rest they cut open the seat to poop out the bottom while still clocking Kilometers while the Canadian guy follows rules. They undercut job prices safety is absent. We are getting outnumbered when we have paid into the system out whole lives. They come here get a welfare check get housing get all the cra benefits they never paid a dime into. It's bullshit we aren't happy and they gotta go Educational purposes only Entertainment purposes only
Identity Attack0.38176915
Insult0.24630153
Profanity0.08775374
Threat0.011249693
Severe Toxicity0.015286255
Moderate 0.33504707 Constructive 0.668
Jan 27, 2026 Inside Canada's Indian Invasion...
Thought we needed skilled workers. Not scammers who hide once here. Great job Libs.
Thought we needed skilled workers. Not scammers who hide once here. Great job Libs.
Identity Attack0.012240025
Insult0.37506318
Profanity0.049678206
Threat0.007521313
Severe Toxicity0.004558563
Moderate 0.33421695 Low Con 0.206 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
Every country should throw out immigrants from their country.....they will take the jobs of local people and resources also....
Every country should throw out immigrants from their country.....they will take the jobs of local people and resources also....
Identity Attack0.37432748
Insult0.0818789
Profanity0.022149978
Threat0.13498579
Severe Toxicity0.015996376
Moderate 0.33338684 Moderate Con 0.301 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Greasy East Indian "Zafar" forced to tell the truth about her country men! LOL Good Job Michelle R .... When Pierre get's in I'm sure he'll make you Canada's Honorable Minister of Immigration!
Greasy East Indian "Zafar" forced to tell the truth about her country men! LOL Good Job Michelle R .... When Pierre get's in I'm sure he'll make you Canada's Honorable Minister of Immigration!
Identity Attack0.34324843
Insult0.25800487
Profanity0.032894265
Threat0.009256045
Severe Toxicity0.013672344
Moderate 0.33255672 Moderate Con 0.345 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
whites are loosing jobs not only in Canada,but also in Europe,Australia and the USA
whites are loosing jobs not only in Canada,but also in Europe,Australia and the USA
Identity Attack0.39461556
Insult0.09855611
Profanity0.038655918
Threat0.007754337
Severe Toxicity0.010299683
Moderate 0.3317266 Low Con 0.262
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
I am from Edmonton and we have a high rate of people from India, the only thing that bothers me is if an immigrant comes here learn how to be Canadian. Which is helping the …
I am from Edmonton and we have a high rate of people from India, the only thing that bothers me is if an immigrant comes here learn how to be Canadian. Which is helping the elderly, giving your seat up on a bus, not taking proper drivers training. They have been taking a lot of trucker jobs and there is barely one Tim Hortons in Canada that will hire a white person.
Identity Attack0.40351558
Insult0.13607834
Profanity0.03239325
Threat0.008867673
Severe Toxicity0.011520386
Moderate 0.3308965 Constructive 0.702 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
We need a huge sweep of these immigrates and the students. Start making one huge clean sweep and give them all back to thier countries. WE CANADIANS are fed up with these immigrates. The Liberals' …
We need a huge sweep of these immigrates and the students. Start making one huge clean sweep and give them all back to thier countries. WE CANADIANS are fed up with these immigrates. The Liberals' have to go, we are tired of them. These libreals are just doing thier JOBS and just sit there and collect our hard earned money. ENOUGH IS ENOUGH. Let PP take over and clean up OUR COUNTRY.
Identity Attack0.36702603
Insult0.23704576
Profanity0.027820412
Threat0.021990653
Severe Toxicity0.016641939
Moderate 0.3308965 Moderate Con 0.409 Identity_Assertion
Oct 4, 2025 IRCC Names India in Study …
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then …
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then the economy can afford to live here I frankly find it ridiculous. I want to know whats driving these policies to continue. My parents came to canada 25 years ago, they payed thousands of dollars to get status here. Now people are getting in as cheap labour that can't even afford to live here so they dogpile 10-15 people in the same 2-3 bedroom apartments or houses and the infrastructure is still being built on the logic of single families when in the reality thr opposite is happening we have sudden crowding because rent is unaffordable due to the massive influx of people, including canadian born nationals that are forced to live in these environments if they don't have support- Its crazy why not close your borders stabilize rebuild infrastructure then slowly work on immigration policies again when the housing market and job market are stable again. Theres absolutely no reason to cite labour shortages when theres an unemployment rate and homeless people everywhere- close the borders- get homes built, throw heavy incentives to join and get educated on any productive field that has a shortage upto and including providing shelter to canadian citizens that decide to pursue these fields and are homeless. Have a fast track rotating incentive down to the year along with guaranteed on job training for all occupations. Such a simple solution so stupid we can't execute it. Too busy squabbling liberal conservative baseline rhetoric that we made ourselves blind to the human cost in our own borders.
Identity Attack0.10221587
Insult0.34032786
Profanity0.096805766
Threat0.008867673
Severe Toxicity0.008163452
Moderate 0.3302291 Constructive 0.768
Oct 2, 2025 1 likes IRCC Names India in Study …
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny …
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny is real but i wouldn't dare leave my country. there are ways to live happily here i am sure for some it might not be as such and they chose to live abroad that's their decision i have nothing to say there. but you have to also understand India houses 1.47 billion population. 1 out of 300 people are able to get in canada but since the size pool is bigger that tries for it the number sky rocket as well. i have no remarks against india not against the canadian who have lived there for generations. in my eyes they both are right and it's government that should do something about it. i can totally understand the perspective of white canadians if all they see is a chruch that was turned into a hindu temple.
Identity Attack0.15303208
Insult0.23237456
Profanity0.2453505
Threat0.02181799
Severe Toxicity0.017416617
Moderate 0.3302291 Constructive 0.82
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
thank the liberal government for letting them all in and stealing every one’s jobs
thank the liberal government for letting them all in and stealing every one’s jobs
Identity Attack0.10221587
Insult0.2679134
Profanity0.040158957
Threat0.011223801
Severe Toxicity0.0064086914
Moderate 0.32971194 Low Con 0.292 Policy_Critique
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
When I was growing up, our Chinese and Indian immigrants were working in medicine and engineering. Now the immigrants are Filipinos and Mexicans in service jobs, slaughterhouses and greenhouses, and Punjabis working security.
When I was growing up, our Chinese and Indian immigrants were working in medicine and engineering. Now the immigrants are Filipinos and Mexicans in service jobs, slaughterhouses and greenhouses, and Punjabis working security.
Identity Attack0.43896464
Insult0.13245803
Profanity0.027410502
Threat0.012440704
Severe Toxicity0.015286255
Moderate 0.32971194 Constructive 0.548
Jun 18, 2025 21 likes How Canada broke its immigration …
Answers canadians knew even not working for Immigration department......students from India are the largest visa fraudsters.....no wonder our kids can't find even a minimum wage summer job....if they say 40+k non compliant you know that …
Answers canadians knew even not working for Immigration department......students from India are the largest visa fraudsters.....no wonder our kids can't find even a minimum wage summer job....if they say 40+k non compliant you know that the real number is 3 times that over 100K.....as a matter how to find them.....start with Brampton, Ontario.
Identity Attack0.36702603
Insult0.25007802
Profanity0.020783609
Threat0.007948523
Severe Toxicity0.010375977
Moderate 0.32919475 Constructive 0.543 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
The government should fire the immigrants that are working or don't hire them at all, ive had trouble looking in 2019 after I came back from visiting my family from Italy, I couldn't get a …
The government should fire the immigrants that are working or don't hire them at all, ive had trouble looking in 2019 after I came back from visiting my family from Italy, I couldn't get a job, I just gave up and im on a month to month and my cat is sick too
Identity Attack0.37082586
Insult0.16788013
Profanity0.042413518
Threat0.053654157
Severe Toxicity0.014188796
Moderate 0.32919475 Constructive 0.642
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
My daughter who is born Canada cannot finda job in Mcdonald because most of this fast food restaurant hire Indians. Any store I go like walnart, a&w tim hortons. You only see Indian workers.
My daughter who is born Canada cannot finda job in Mcdonald because most of this fast food restaurant hire Indians. Any store I go like walnart, a&w tim hortons. You only see Indian workers.
Identity Attack0.41052565
Insult0.12521741
Profanity0.027820412
Threat0.007586042
Severe Toxicity0.010070801
Moderate 0.32919475 Constructive 0.589 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
And why is that incompetent Pierre Poilievre is still leading the Conservative Party of Canada when a competent and strong leader is available right there who is actually doing her job and serving Canadian asking …
And why is that incompetent Pierre Poilievre is still leading the Conservative Party of Canada when a competent and strong leader is available right there who is actually doing her job and serving Canadian asking the right questions
Identity Attack0.014249804
Insult0.37960073
Profanity0.018597418
Threat0.0062785195
Severe Toxicity0.004272461
Moderate 0.3281604 Moderate Con 0.374
Sep 29, 2025 IRCC Names India in Study …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick off the hindu nationalidt govt in power). I know some folks, including my neighbour, who immigrated to Canada right after high School — they take services of immigration agents who have contacts with diploma mills there, get a student visa citing enrollment in a sham educational degree, join a minimum wage job and rig the whole process to attain PR & then citizenship — essentially giving low skilled, poorly assimilated labour the citizenship in Canada under guise of skilled or educated immigration. Even as an Indian, the whole situation is insane and astounding to say the least. Hindu Nationalism has spread its roots & conducts marches in Canada within the Indian Hindu areas like they do here in India and people have started performing river aartis as well (communal prayers to worship rivers) — all kinds of pernicious identitarianism is festering there. A ton of Indian immigrants now see Canada merely as a source to better life & resources, but relate to, & are patriotic towards India or assert their rawer religious Sikh or Hindu identity due to lack of any assimilatory pressure & absence of a well defined Canadian identity. Funniest part is Indians, esp Hindus, who vote for hindu nationalists ushering majoritarian policies in India, cheer for persecution of minorities and justify caste system, suddenly co-opt liberalism & decietfully use its talking points to defend their position as a minority in places they migrate to (they do not believe in so, and don't apply the same standards to themselves). If you wish to blame someone, blame the govt of Canada and its elites. At the end of the day, they wanted cheap manual labour, and opened the gates without much consideration.
Identity Attack0.3817989
Insult0.1935001
Profanity0.04141149
Threat0.12536226
Severe Toxicity0.01644827
Moderate 0.32764325 Constructive 0.694 Unverified_Claim
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.