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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: "Who is paying for this …" 922 comments · Page 10 of 37
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is …
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is food for thought (I'm 65+) ww2. People would flee thier country so back then 10 people being caught coming into a unkown country 1 or 2 from that group were spys to destroy that country. Heres my point>> When Canada/bleeding hearts let thousands of unkown into our land how many ARE CRIMINALS, GANG CARTIL, and by the way the world is now looking at Canada as a NARCO country which means politics is now controled by CARTIL, GANG, CORRUPTION. CHECK IT OUT IN GOOGLE .... is canada a narco state>> The writing is on the wall.
Identity Attack0.116281845
Insult0.36798462
Profanity0.18663849
Threat0.012647836
Severe Toxicity0.021806452
Moderate 0.36867723 Constructive 0.523 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
1. The PROBLEM is WHO Canada lets in! ANYONE that has applied for Asylum, should be rounded up and deported, many of them were DENIED Asylum by the U.S. and other countries because they have …
1. The PROBLEM is WHO Canada lets in! ANYONE that has applied for Asylum, should be rounded up and deported, many of them were DENIED Asylum by the U.S. and other countries because they have ties to Terrorist or Criminal Organizations! (I could post a List of Known Terrorist Groups Operating in Canada, Most are from Muslim countries, India, Pakistan, and Palestine!) 2. Any Immigrant that REFUSE to comply with Canadian Laws needs to be Deported! (Example: Not having to wear motorcycle helmets for "Religious reasons" and that kind of stuff!) 3. If an Immigrant commits a crime it is INSTANT DEPORTATION, never to be allowed Entry Again! (including any and all members of their Families!) 4. Canada needs to STOP subsidizing these Immigrants PAY! You want to come to work, Fine You EARN your ENTIRE Pay Check like everyone else does! (I know at least ONE Employer that is Scamming part of the Subsidy for themselves instead of paying workers what they are supposed to pay them! I am sure there are others!) 5. If you throw a protest for a Known Terror group, INSTANT Deportation!
Identity Attack0.38699543
Insult0.25800487
Profanity0.036651865
Threat0.050098058
Severe Toxicity0.02258113
Moderate 0.36867723 Constructive 0.554
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not …
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not everyone is like that in my experience, I'm not from brampton but I'm sikh and I have sikh friends who are white and indigenous as well. One thing people don't realise is a lot of Canadians are actually really racist. You clearly saw that from the interview of the guy and his wife who was an RN, they passed the exam fair and square but I feel like his lack of understanding of the English language didn't get his point across right. The point he missed was the quality of life is higher in Canada, In India it's way easier, the cost of living is way cheaper, there's tons of cheap labour to hire maids for all your house work for example which is common in their culture, but as you've probably seen online, India isn't the cleanest or friendliest place to be, and if he was a nurse in India he would probably be broke without a good job, and having the opportunity to find good high paying jobs in something that Canadians also do when they travel to the US if a position in their field isn't available in whatever local city they grew up in. The main issue stems from international students from like after covid, regardless of country, India is in the spotlight because there's just more indians compared to other countries international students but its all the same stuff, you have kids from all over the world that might not have learned the same cultural practices, fresh 16-18 year olds living alone for the first time that have to do all their own chores and don't even know how to take care of themselves in some cases or do laundry or anything like that and it doesn't mean they were illegal immigrants or anything, just that they never put in the effort to learn because they were too entitled, its the same with entitled kids that go to Korea or Japan from north America as well that don't learn their culture and customs and misbehave because they are too entitled, and once you understand that you can see the bigger picture more clearly instead of just defaulting to racism. Also I'm not saying they can't be frustrated, its frustrating for everyone, even for me but racism isn't the answer.
Identity Attack0.38699543
Insult0.2817503
Profanity0.06646215
Threat0.015256803
Severe Toxicity0.016771052
Moderate 0.36867723 Constructive 0.855 Moral_Argument
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It’s all about the collages and universities keeping the professors and teachers working.. Doesn’t matter what it’s doing to Canadians in the background as long as they stay relevant and get a pay check while …
It’s all about the collages and universities keeping the professors and teachers working.. Doesn’t matter what it’s doing to Canadians in the background as long as they stay relevant and get a pay check while teaching courses that will NOT help students in the real world.. This student immigration is a scam and we all know it, now we need politicians with big enough balls to stop this program and remove everyone that is non compliant and we start taking back our country.
Identity Attack0.07591068
Insult0.25800487
Profanity0.25549942
Threat0.03304107
Severe Toxicity0.01502803
Moderate 0.3666224 Moderate Con 0.455
Oct 1, 2025 1 likes IRCC Names India in Study …
These refugees should pay back every Fricken of my tax dollars just like it was done after the 2nd W/W.
These refugees should pay back every Fricken of my tax dollars just like it was done after the 2nd W/W.
Identity Attack0.36702603
Insult0.24928534
Profanity0.2327678
Threat0.011922873
Severe Toxicity0.020257099
Moderate 0.3666224 Low Con 0.283
Nov 19, 2017 3 likes How much do refugees and …
" we had to work, They don't work " the immigrant kids have to balance like between study and part time job to pay rent. You know how stressful that is you Wrinkly-headed Squidward.
" we had to work, They don't work " the immigrant kids have to balance like between study and part time job to pay rent. You know how stressful that is you Wrinkly-headed Squidward.
Identity Attack0.18546575
Insult0.37052566
Profanity0.058946952
Threat0.008090926
Severe Toxicity0.010375977
Moderate 0.36456755 Moderate Con 0.44
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Finally it’s happening, don’t let them into the country in the first place. That’s how you save in the costs. Don’t put bogus or real asylum seekers in the hotels and force us the taxpayers …
Finally it’s happening, don’t let them into the country in the first place. That’s how you save in the costs. Don’t put bogus or real asylum seekers in the hotels and force us the taxpayers pay for it. Let them pay for healthcare and for their own housing, we are sick of paying for them!
Identity Attack0.2803029
Insult0.32211447
Profanity0.05543986
Threat0.011146127
Severe Toxicity0.012833111
Moderate 0.36095104 Moderate Con 0.468 Policy_Critique
Dec 27, 2025 1 likes Deportations From Canada at Their …
You pay our TAX to accept Refugees, paying them monthly and then if they couldn't convince you, you pay from our TAX to remove them from Canada!!!! please review the laws, it's nonsense
You pay our TAX to accept Refugees, paying them monthly and then if they couldn't convince you, you pay from our TAX to remove them from Canada!!!! please review the laws, it's nonsense
Identity Attack0.18313584
Insult0.34548226
Profanity0.03189224
Threat0.009437286
Severe Toxicity0.008544922
Moderate 0.36095104 Moderate Con 0.473 Policy_Critique
Jan 1, 2026 1 likes Deportations From Canada at Their …
Immigrants don't work hard ,they don't work at all and with all the money that the receive from us ,they are richer than us older generation.they take advantage of our programs,since they are here,we have …
Immigrants don't work hard ,they don't work at all and with all the money that the receive from us ,they are richer than us older generation.they take advantage of our programs,since they are here,we have problems with lodging places at doctors office ,in hospital ,we have to build more schools,hire more teachers.We don't have the money to pay for the the whole planet.and they never happy ,they protest all the time
Identity Attack0.44690517
Insult0.19734058
Profanity0.036651865
Threat0.007948523
Severe Toxicity0.017029278
Moderate 0.36095104 Constructive 0.577
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Absolute BS! CBC propaganda bought and paid for…you guessed it, our taxes! Please contact your PC MP and encourage them to completely defund the CBC and shut the entire CBC down. Also ask them to …
Absolute BS! CBC propaganda bought and paid for…you guessed it, our taxes! Please contact your PC MP and encourage them to completely defund the CBC and shut the entire CBC down. Also ask them to include in their bill ZERO compensation, ZERO EI! We the people need to show these partisan leftist A-HOLES they’re going to pay BJ’ing lefty Trudeau!
Identity Attack0.056582913
Insult0.3470427
Profanity0.22622968
Threat0.011793415
Severe Toxicity0.016771052
Moderate 0.36095104 Moderate Con 0.409
Aug 14, 2018 2 likes How much do refugees and …
immigrats must be controled. most indians are illigal immigrants. mis using the human rights. there freedon must be limited. specil religes actvities. india is not one country. many countrues together become india. some stae people …
immigrats must be controled. most indians are illigal immigrants. mis using the human rights. there freedon must be limited. specil religes actvities. india is not one country. many countrues together become india. some stae people specily priminister modies peple , kujarsthis and seeiks occuping canads. they unite and not allow others the canadians work in work places. toudo cany governmet allow illigal immigrants to canada. sponsoring snd student visa must be controled or stopped. Canada paying pension for sponsred old parents. this is tax payers mony. must be limited. csnadian woked people loosing their benifits.
Identity Attack0.44690517
Insult0.2469859
Profanity0.030890211
Threat0.013528148
Severe Toxicity0.016383713
Moderate 0.36095104 Constructive 0.511
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I lost him at.. 3:10 "New canadians pay no taxes" This is how the far right kills a dog by labeling it a mad dog. Either these people are so brainwashed or making up lies …
I lost him at.. 3:10 "New canadians pay no taxes" This is how the far right kills a dog by labeling it a mad dog. Either these people are so brainwashed or making up lies to have their way. They don't deliberately sell among themselves, the newcomers gravitate to areas where there are people of their own ethnicities. Cultural enclaves existed for centuries. Commercial-broadway area in Vancouver is full of Italians and greeks, Richmond and Burnaby are asians mostly chinese, some pockets in Toronto downtown have heavy middle eastern and african presence. You are selectively targeting the Indians because of your inherent prejudice. Also Assimilation is a 2 way street. There are so many people who are trying to make friends with other cultures especially white but they say they don't show as much love and openness as we do. You can't say "they don't assimilate" when you yourself don't allow them near you.
Identity Attack0.2803029
Insult0.35333878
Profanity0.06145202
Threat0.051391184
Severe Toxicity0.01483436
Moderate 0.36095104 Constructive 0.67 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm paying attention to what is happening this is why I'm leaving some imagrints are criminals here and getting away with it because there is to many of them to stop so they're getting away …
I'm paying attention to what is happening this is why I'm leaving some imagrints are criminals here and getting away with it because there is to many of them to stop so they're getting away with it
Identity Attack0.381025
Insult0.24928534
Profanity0.099305905
Threat0.021127338
Severe Toxicity0.016060932
Moderate 0.36095104 Moderate Con 0.418 Fear_Threat
Aug 29, 2025 Why Canadians Are Turning Against …
Wild how Canada also has a HUGE influx of Russians and Ukrainians but we don't hear about it because they come here; work, pay taxes and live honestly. Meanwhile you import the Middle East and …
Wild how Canada also has a HUGE influx of Russians and Ukrainians but we don't hear about it because they come here; work, pay taxes and live honestly. Meanwhile you import the Middle East and they want to bring the Middle East to Canada. Leave the Sihks and Muslims in the Middle East, they are not civil or educated enough for the Western way of life.
Identity Attack0.44690517
Insult0.21368977
Profanity0.022696527
Threat0.009074804
Severe Toxicity0.014705247
Moderate 0.36095104 Moderate Con 0.411 Comparative_Framing
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Tim hortons is hiring everyone go and apply, the problem is these whites dont wanna work low paying 3rd class jobs
Tim hortons is hiring everyone go and apply, the problem is these whites dont wanna work low paying 3rd class jobs
Identity Attack0.40447855
Insult0.16989174
Profanity0.09034003
Threat0.008634649
Severe Toxicity0.013607788
Moderate 0.36095104 Moderate Con 0.348 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
It is absolutely unacceptable that someone being paid over 300 thousand can't answer questions or follow along a basic conversation. Canadians are very sick and tired of the immigration system, paying for people who should …
It is absolutely unacceptable that someone being paid over 300 thousand can't answer questions or follow along a basic conversation. Canadians are very sick and tired of the immigration system, paying for people who should be deported and all money towards Ukraine!! Enough is enough as us taxpayers are tapped out.
Identity Attack0.28034934
Insult0.34203702
Profanity0.023379711
Threat0.00967031
Severe Toxicity0.009689331
Moderate 0.36095104 Constructive 0.524 Policy_Critique
Feb 26, 2026 250 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Racists always say Indians don’t pay taxes but they pay more taxes than all the racists put together. Just because you don’t have any Indian friends doesn’t mean they stay among themselves only. They live …
Racists always say Indians don’t pay taxes but they pay more taxes than all the racists put together. Just because you don’t have any Indian friends doesn’t mean they stay among themselves only. They live among white, black, Asian.
Identity Attack0.40883094
Insult0.24928534
Profanity0.069969244
Threat0.00866054
Severe Toxicity0.014188796
Moderate 0.36095104 Moderate Con 0.47 Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I have a large office building on the Gold Coast Australia. Recently we have been culturally enriched and now there are about 1/2 a dozen 'businesses' near me that offer 'training' in aged/disability services exclusively …
I have a large office building on the Gold Coast Australia. Recently we have been culturally enriched and now there are about 1/2 a dozen 'businesses' near me that offer 'training' in aged/disability services exclusively for immigrants. How lovely. Completely unrelated I am sure, but I have had to pay 4 times to have human excrement removed from the garden in front on my building THIS YEAR and I lost count for 2025. I have put in thorny bushes, cameras, and even a polite note asking these amazing people who are now in my country to please not defalcate in my garden as my business offers services exclusively to children with disabilities.
Identity Attack0.26494437
Insult0.33964422
Profanity0.2253223
Threat0.04363242
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.775 Fear_Threat
Jan 27, 2026 196 likes Inside Canada's Indian Invasion...
How does this white man know they pay no taxes?????
How does this white man know they pay no taxes?????
Identity Attack0.38215697
Insult0.15343215
Profanity0.048175167
Threat0.008686432
Severe Toxicity0.013414118
Moderate 0.3561489 Low Con 0.262 Question
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people …
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people in. It’s not an Indian issue. Racists want you to think that way but Indians are not a problem. There is a entire ecosystem benefits from illegal immigration: 1) Fake schools and colleges who promise fake degrees 2) Vote-bank politicians on both sides 3) Companies that steal their identities, cram them into small apartments, and use these undocumented immigrants as modern slaves 4) Agencies that forge fake documents for illegals in exchange of money 5) Even legal colleges benefits, because legal immigrants pay a premium on top of college fees, and students also pay rent. 6) There is whole lobby who is funded by all of these Here’s a simple solution: Why not vote for someone who will reduce immigration, rather than being a racist? The whole world is watching. Pakistani saying Indian don't assimilate is f&^king funny. This is prime example how white people are just clueless. Pakistan and India are enemies. we had a 3 day war 4 months ago. Why are you asking pakistani anything about Indians ?
Identity Attack0.38185352
Insult0.24493282
Profanity0.14666493
Threat0.015774792
Severe Toxicity0.020257099
Moderate 0.3561489 Constructive 0.63 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canada wanted foreigners to do the dirty work - menial work Millions of educated indians got green card - without having a job They came to canada - they found out 30% found jobs - …
Canada wanted foreigners to do the dirty work - menial work Millions of educated indians got green card - without having a job They came to canada - they found out 30% found jobs - 70% did low pay work And Brampton - brown town - erupted - symbol of Canadian Greed
Identity Attack0.36702603
Insult0.3126888
Profanity0.028776871
Threat0.0074824756
Severe Toxicity0.010681152
Moderate 0.3561489 Moderate Con 0.457 Economic_Argument
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
writhe people want 35 dollars by h jobs, government want taxes to pay old populations on retirement, abusive landlords want 2600$ dollars monthly rent. i never hear an immigrant complaining. they all succeeded. Is very …
writhe people want 35 dollars by h jobs, government want taxes to pay old populations on retirement, abusive landlords want 2600$ dollars monthly rent. i never hear an immigrant complaining. they all succeeded. Is very rare to se immigrants become drug addicts and homeless. That's reserved for the native and the white people. But they complain every day without looking to the mirrors 🪞. Immigrants keep Canada running. More you spend time complaining, more time you will be poor. immigrant succeed even with a 17 $ by h living in a 500$ room after 3 or 5 years they all have houses, nice cars, business and investment i the country. why local can not do it even whit a university degree? Because they are not strong to go work double shifts if need it. Why to buy a 1 million dollars house if you can not even eat correctly every day. The problem is that people live like king and they blame others like the new Inmigrants for their own choices. Have a humble life, respect everyone. And I promise you will succeed.
Identity Attack0.3817989
Insult0.26957804
Profanity0.033144772
Threat0.010265815
Severe Toxicity0.012435913
Moderate 0.3561489 Constructive 0.677
Aug 24, 2025 3 likes Why Canadians Are Turning Against …
Investigate the invasion of Indians in Frisco Texas. Our mayor is being payed by Indians who don’t even live in the country. We have a lawyer in Dallas who is giving all these Indians H-1B …
Investigate the invasion of Indians in Frisco Texas. Our mayor is being payed by Indians who don’t even live in the country. We have a lawyer in Dallas who is giving all these Indians H-1B visas. Abbot just banned it now after they have just received backlash from the true born Texans. I now live in little India… thank you America!
Identity Attack0.42615733
Insult0.16802633
Profanity0.02836696
Threat0.011275585
Severe Toxicity0.01644827
Moderate 0.35186127 Constructive 0.628 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
As Indian illegal people r bad fr any country but legal people who r good,,working n don't harm anybody//why Canadian mindset is still closed?? If a person doesn't pay taxes thn send him to jail …
As Indian illegal people r bad fr any country but legal people who r good,,working n don't harm anybody//why Canadian mindset is still closed?? If a person doesn't pay taxes thn send him to jail but if he wear simple clothes n does his works/ why ur people see him as third world people,,see him as human..😊
Identity Attack0.38208112
Insult0.24928534
Profanity0.022423252
Threat0.007741391
Severe Toxicity0.012574885
Moderate 0.34757367 Constructive 0.643
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Stop listening to AMERICA stop supporting illegal war stop paying Isreal your own fault
Stop listening to AMERICA stop supporting illegal war stop paying Isreal your own fault
Identity Attack0.32768643
Insult0.16195811
Profanity0.03239325
Threat0.026479885
Severe Toxicity0.015931819
Moderate 0.34757367 Low Con 0.097
Sep 16, 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.