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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: "There all working under the …" 1,725 comments · Page 20 of 69
Btw I have been waiting 4yrs plus now to get a right knee replacement?! I am a WRHA employee cannot go back to work til its done, I am a true born and raised Canadian …
Btw I have been waiting 4yrs plus now to get a right knee replacement?! I am a WRHA employee cannot go back to work til its done, I am a true born and raised Canadian citizen time to take a stand up to our government and to all these immigrants GO BACK TO YOUR COUNTRY BAN TOGETHER AND EARN AND MAKE YOUR COUNTRY ON YOUR OWN QUIT MOUCHING OFF OUR COUNTRY FOR A FREE RIDE HERE IN LIFE!? GO HOME!! I am so concerned for my children and my grand children and their children so on and so on what's it going to be like for them this is beyond bad and long gone already! Need to take back our country!!
Identity Attack0.33675182
Insult0.27969417
Profanity0.056441884
Threat0.015256803
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.702
Aug 29, 2025 Why Canadians Are Turning Against …
Indian lawyers and law makers are behind running fraudulent immigration scams in Canada, including government agencies ,no student work permits, spousal work permits or or temp work permits should be given to Indians, most of …
Indian lawyers and law makers are behind running fraudulent immigration scams in Canada, including government agencies ,no student work permits, spousal work permits or or temp work permits should be given to Indians, most of documents provided by Indians are fake such as education certificates, work experience, income, savings, birth certificates, marriage certificates ,English test reports ,Indian government and private companies make huge income from sending Indians to Canada.
Identity Attack0.44690517
Insult0.23704576
Profanity0.021330157
Threat0.008259222
Severe Toxicity0.012054443
Moderate 0.36095104 Moderate Con 0.315 Unverified_Claim
Sep 28, 2025 9 likes IRCC Names India in Study …
tbh could be worse, you could have doctors and engineers from africa or jews from new york, atleast the indians actually work.
tbh could be worse, you could have doctors and engineers from africa or jews from new york, atleast the indians actually work.
Identity Attack0.43896464
Insult0.13607834
Profanity0.17752954
Threat0.011120236
Severe Toxicity0.02167734
Moderate 0.36043653 Low Con 0.15
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
White people working in Tim Hortons in now a rare sighting. 😢
White people working in Tim Hortons in now a rare sighting. 😢
Identity Attack0.3895355
Insult0.15698463
Profanity0.06295506
Threat0.011172019
Severe Toxicity0.014963473
Moderate 0.36043653 Moderate Con 0.39 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Our government hard at work doing 💩. Not even tracking why people withdraw an application?!
Our government hard at work doing 💩. Not even tracking why people withdraw an application?!
Identity Attack0.020078164
Insult0.26957804
Profanity0.27072498
Threat0.008168601
Severe Toxicity0.0126394415
Moderate 0.36043653 Low Con 0.209
Oct 2, 2025 IRCC Names India in Study …
My only problem with immigrants is that when you are in another country, you should conform to that country not try to make it a replica of your former country. Many don't even want to …
My only problem with immigrants is that when you are in another country, you should conform to that country not try to make it a replica of your former country. Many don't even want to learn the language. Anyway from the video, the number of unemployed Canadians are not because of the Indians, they just don't want to work hard to earn a living, they want handouts. Most look like homeless druggies, don't blame others for what you did to yourself. If you are unhappy where you are, Canada is a big place go somewhere else and start over.
Identity Attack0.38176915
Insult0.3388922
Profanity0.05543986
Threat0.008323951
Severe Toxicity0.014511578
Moderate 0.36043653 Constructive 0.588
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
And when the Africans come and work in India, they are hated and discriminated upon.
And when the Africans come and work in India, they are hated and discriminated upon.
Identity Attack0.42615733
Insult0.16758773
Profanity0.08775374
Threat0.020091362
Severe Toxicity0.014511578
Moderate 0.3561489 Moderate Con 0.313 Comparative_Framing
Sep 23, 2025 1 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)
You people should just work for the Indians. They need yardwork and cars polished too. If you can't beat them, join then.
You people should just work for the Indians. They need yardwork and cars polished too. If you can't beat them, join then.
Identity Attack0.3817989
Insult0.10148193
Profanity0.09292633
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.3561489 Moderate Con 0.334 Humor_Satire
Sep 19, 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 …
First the english, americaans,canadians, european invaded african,asian countries and when now tables turn and Asians got after hard working,, why european crying like a child 🤣😂 bro u ruled us and now ts time for …
First the english, americaans,canadians, european invaded african,asian countries and when now tables turn and Asians got after hard working,, why european crying like a child 🤣😂 bro u ruled us and now ts time for us to rule your countries in peace way 🤣
Identity Attack0.37953663
Insult0.18852992
Profanity0.06295506
Threat0.016638106
Severe Toxicity0.019611536
Moderate 0.3561489 Low Con 0.247 Comparative_Framing
Feb 12, 2026 4 likes Inside Canada's Indian Invasion...
Canadians don't like east indians...nor will they ever...things will not work out well for them.
Canadians don't like east indians...nor will they ever...things will not work out well for them.
Identity Attack0.45348886
Insult0.13607834
Profanity0.02795705
Threat0.010990778
Severe Toxicity0.01302678
Moderate 0.3561489 Low Con 0.214
Aug 28, 2025 Why Canadians Are Turning Against …
guy really worked hard to find negativity yet whites and others themselves claim indians are better people to live with then other ethnicity 😁 .
guy really worked hard to find negativity yet whites and others themselves claim indians are better people to live with then other ethnicity 😁 .
Identity Attack0.40255263
Insult0.15698463
Profanity0.10301965
Threat0.010757755
Severe Toxicity0.015609037
Moderate 0.35186127 Low Con 0.29 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada cursed with short sighted political leaders (ON ALL PARTIES) failed to do the basics to even attempt to diversify the economy. No new ports, refineries, pipelines Al infrastructure..ect Those aforementioned issues are compounded by …
Canada cursed with short sighted political leaders (ON ALL PARTIES) failed to do the basics to even attempt to diversify the economy. No new ports, refineries, pipelines Al infrastructure..ect Those aforementioned issues are compounded by either too much immigration without support or too few immigrants to grow into an economic opening up. There was a plan years ago that CANADA should have between 70-100 million by this centuries end ..but that ONLY works OR be remotely possible if we started with laying out the economic and societal systems 20 years ago.... We've painted ourselves into not only a corner ..but onto the edge of a cliff
Identity Attack0.08252834
Insult0.3406697
Profanity0.2659008
Threat0.011689849
Severe Toxicity0.016577384
Moderate 0.35186127 Constructive 0.566 Economic_Argument
Feb 17, 2026 6 likes LILLEY UNLEASHED: The fall of …
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)
I’ve had conversations with Indians who say there’s too many Indians. Prior to the past 10-11 years of liberal “leadership,” we only let in 40k people per year. Now on average over trudeaus time we …
I’ve had conversations with Indians who say there’s too many Indians. Prior to the past 10-11 years of liberal “leadership,” we only let in 40k people per year. Now on average over trudeaus time we on average let in 1 million people per year. It’s disgusting. It’s purely the liberals thinking “oh yeah all of of them vote the same, let’s bring em in and they’ll vote us in.” Short term play all about greed and power worship. Instead of a long term play to serve Canada. Indians and other immigrants who came here before this liberal season, they all despise the new immigrants. Because they had to jump through so many hoops to become Canadian. These new people are welcomed even though they don’t work and go straight on welfare. It’s sick and twisted.
Identity Attack0.37082586
Insult0.28791866
Profanity0.084844165
Threat0.010705971
Severe Toxicity0.012207031
Moderate 0.34757367 Constructive 0.592 Policy_Critique
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Lots of racists that seemingly.only have issues with people who are obviously immigrants vs white European immigrants. I'm white and work with brown people everyday. They're nice, hard working people. Many are willing to do …
Lots of racists that seemingly.only have issues with people who are obviously immigrants vs white European immigrants. I'm white and work with brown people everyday. They're nice, hard working people. Many are willing to do jobs that people born here are unwilling to. They want the Canadian dream. And the people that own the homes and housing should appreciate how they have bid up the value of their homes rather than bash them.
Identity Attack0.3908055
Insult0.22770336
Profanity0.03189224
Threat0.010058682
Severe Toxicity0.0104522705
Moderate 0.34757367 Constructive 0.771
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
the biggest problem i have with india is their hiring practices. you can just tell whether a place has a indian manager. for example, my local subway has all indian people in their mid 20s-30s, …
the biggest problem i have with india is their hiring practices. you can just tell whether a place has a indian manager. for example, my local subway has all indian people in their mid 20s-30s, except for one old white lady who has been working there since forever. The problem is they only hire indian people. And those indian people always get my order wrong one way or another.
Identity Attack0.44690517
Insult0.15627414
Profanity0.0741757
Threat0.009644418
Severe Toxicity0.013155893
Moderate 0.34757367 Constructive 0.542 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What a joke. The Liberals hard at work destroying this country.
What a joke. The Liberals hard at work destroying this country.
Identity Attack0.17847598
Insult0.24928534
Profanity0.03840541
Threat0.055917133
Severe Toxicity0.008773804
Moderate 0.34328604 Low Con 0.171 Policy_Critique
Jan 5, 2026 4 likes New rules, regulations take effect …
Meanwhile immigrants get more welfare than hard working Canadians and they disrespect Campbada. Carney and the Trudeau Liberals appointed Liberal judges who refuse to uphold our laws but make their decisions based on their own …
Meanwhile immigrants get more welfare than hard working Canadians and they disrespect Campbada. Carney and the Trudeau Liberals appointed Liberal judges who refuse to uphold our laws but make their decisions based on their own opinion. We have immigrants like Indians, from India, and now they have built a 50’ idol of their god, and we allow Palistinians to terrorize our citizens while we give them sanctuary here. This is not a co-incidence. If you voted Liberal then you are just as responsible as the Liberal government who brought us to this state.
Identity Attack0.39773783
Insult0.24928534
Profanity0.028640235
Threat0.012958534
Severe Toxicity0.015867263
Moderate 0.34328604 Moderate Con 0.456
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
It’s like being a Canadian Citizen is a crime now talk about immigration they call you racist, go to Tim Hortons, McDonalds, Walmart, or a truck stop you’ll see flip flop drivers 3-4 per truck. …
It’s like being a Canadian Citizen is a crime now talk about immigration they call you racist, go to Tim Hortons, McDonalds, Walmart, or a truck stop you’ll see flip flop drivers 3-4 per truck. Carney is doing squat, just grease your elbows nonsense, bruv can’t even stand for Canadians domestic problems. How can one demographic of people from one nation dominate every work sector.
Identity Attack0.28034934
Insult0.336253
Profanity0.027273865
Threat0.0091524795
Severe Toxicity0.010757446
Moderate 0.3389984 Moderate Con 0.362
Aug 27, 2025 Why Canadians Are Turning Against …
So How is Colonialism working out for you white folks now that you are on the other side of it. I am not Indian. I am NDN. I have suffered White Colonialism all my life. …
So How is Colonialism working out for you white folks now that you are on the other side of it. I am not Indian. I am NDN. I have suffered White Colonialism all my life. Now you white folks are beginning to suffer Indian Colonialism. I really don't feel sorry for you.
Identity Attack0.40158966
Insult0.1342682
Profanity0.06796519
Threat0.010369381
Severe Toxicity0.012703998
Moderate 0.3389984 Constructive 0.578 Moral_Argument
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I have indo-guyanese parents aka my ancestors were brought to Guyana by the English to work the cane feilds basically to replace the slaves anyways my parents moved from Guyana to the usa. They work …
I have indo-guyanese parents aka my ancestors were brought to Guyana by the English to work the cane feilds basically to replace the slaves anyways my parents moved from Guyana to the usa. They work with the system legit jobs which is the right way unlike these Somalians scamming. I say if you don't wanna work and earn your share the right way this USA it not for you. Especially if you are more connected to your previous country. Example I am an American and proud of it so of these people coming here are just looking to suck the wealth out of the usa and leave
Identity Attack0.3817989
Insult0.2735258
Profanity0.20375896
Threat0.023026628
Severe Toxicity0.023076924
Moderate 0.3389984 Constructive 0.696 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I work for CRA. I'll let you guess which ethnic group has the most compliance issues when it comes to failure to pay taxes and remit GST/HST and payroll source deductions. I'll let you guess …
I work for CRA. I'll let you guess which ethnic group has the most compliance issues when it comes to failure to pay taxes and remit GST/HST and payroll source deductions. I'll let you guess but it shouldn't be very hard. They are known for butter chicken, smelling like curry, and throwing trash everywhere.
Identity Attack0.10221587
Insult0.34314156
Profanity0.053435806
Threat0.0074565844
Severe Toxicity0.0077819824
Moderate 0.3389984 Constructive 0.662 Unverified_Claim
Sep 28, 2025 1 likes IRCC Names India in Study …
I think very less people have problems with other people who come legally and work legally. The problem mainly lies with the illegal and zero accountability towards that. Illegal immigration destroys culture and the country …
I think very less people have problems with other people who come legally and work legally. The problem mainly lies with the illegal and zero accountability towards that. Illegal immigration destroys culture and the country itself. I myself came to USA thinking I will be learning about american culture and maybe start adopting as well but all I saw was brown people because I was in tech which is widely dominated by brown people and it was very sad honestly.
Identity Attack0.41975367
Insult0.15769513
Profanity0.09260304
Threat0.011508608
Severe Toxicity0.014447021
Moderate 0.3389984 Constructive 0.759
Nov 5, 2025 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.