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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "He have not education and …" 296 comments · Page 2 of 12
You got Indians from Kenya n Uganda when they were ousted by Kennyatta n Idi Ameen.These Indians were from marginalised fsmily no education at all. The way their relatives keeping India same way they are …
You got Indians from Kenya n Uganda when they were ousted by Kennyatta n Idi Ameen.These Indians were from marginalised fsmily no education at all. The way their relatives keeping India same way they are converting Canada into filthy India.
Identity Attack0.6007182
Insult0.563347
Profanity0.21564959
Threat0.014393489
Severe Toxicity0.072789766
Moderate 0.57271194 Moderate Con 0.371 Identity Attack Insult
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
For other countries , Canada has made immigration soo difficult with education level requirements/income requirements/ blah blah but not for Indians. They now consider themselves owners of that part of Canada and try to enforce …
For other countries , Canada has made immigration soo difficult with education level requirements/income requirements/ blah blah but not for Indians. They now consider themselves owners of that part of Canada and try to enforce their shitty rules from back home.
Identity Attack0.45610145
Insult0.4986907
Profanity0.47435758
Threat0.008686432
Severe Toxicity0.02491361
Moderate 0.5716857 Moderate Con 0.311
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem when you ask any indian about his country India, he says it is superpower nation, and their stupid Modi is their God. They hard to integrate in any society, lack of civic and …
The problem when you ask any indian about his country India, he says it is superpower nation, and their stupid Modi is their God. They hard to integrate in any society, lack of civic and common sense...fake education, fake work experience..etc
Identity Attack0.50515443
Insult0.5739874
Profanity0.39409557
Threat0.027170537
Severe Toxicity0.08859174
Moderate 0.568186 Moderate Con 0.329 Identity Attack Insult
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The problem is actually two problems, both are huge, both are ridiculous and both are either cause and or allowed by the federal government: 1. Cutting funding to higher education - this has been policy …
The problem is actually two problems, both are huge, both are ridiculous and both are either cause and or allowed by the federal government: 1. Cutting funding to higher education - this has been policy for the past 5 administrations and seems like a thing in common between the liberal idiots and the conservative idiots. This makes these institutes incentivized to use international students to subsidize Canadian education and their own expansions. 2. The government letting immigration go through such a process. It’s crazy that people who go through this system cannot be vetted more properly.
Identity Attack0.109318495
Insult0.6308392
Profanity0.25824076
Threat0.008686432
Severe Toxicity0.023076924
Moderate 0.568186 Moderate Con 0.382 Insult
Sep 29, 2025 1 likes IRCC Names India in Study …
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, …
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, safe, secure and welcoming nation. So many Indians in Brampton because they have to live together for safety. They can avoid, racism, hatred, violence that way but still they can’t escape. Now it became favorite place for racist people, racist YouTubers etc. Indians are works in low wage jobs because they are not getting jobs according to their degrees, qualifications they have to do low wage jobs and even getting low wage jobs is very difficult. At least 12% Indians are jobless. Only some Indians help them and that’s why you find some place only indians. You can find many well educated even doctors, master degree engineers etc working in low wage jobs. You can just imagine lives of Those Indians who working with racist Canadians. Many people committed and committing suicide. This is state sponsored racism top to bottom so They are getting no help from anywhere. Canada making billions by international student and that way they getting low wage labourers still those young students getting racism, hatred like they are the problem of all problems of Canada. Racism, discrimination, hatred, violence against Indians is so normalise people don’t even hesitate. Really it’s horrible situation for Indians in Canada. Just look at the comments. Those racist, hateful people will going to get special place in hell. ( plz don’t delete comments.)
Identity Attack0.57150364
Insult0.5543018
Profanity0.13785136
Threat0.013528148
Severe Toxicity0.048457388
Moderate 0.568186 Constructive 0.579 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Its just the uneducated Indians and immigrants who come to Canada that are messing things up, my parents immigrated to Canada from Pakistan, both my parents are from well educated families. When they came to …
Its just the uneducated Indians and immigrants who come to Canada that are messing things up, my parents immigrated to Canada from Pakistan, both my parents are from well educated families. When they came to Canada my dad got a job as a engineer and my moms a house wife, they are well assimilated to the culture of Canada and speak good English, they still practice there religion but don't force it down peoples throats. These are the types of immigrants that Canada needs not uneducated rats who don't know how to respect the people and country that welcomed them in the first place.
Identity Attack0.55044734
Insult0.5678696
Profanity0.2268346
Threat0.015429466
Severe Toxicity0.067522444
Moderate 0.5532103 Constructive 0.657 Identity Attack Insult Personal_Narrative
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of offering the student visa. 2. I really don’t give a shit about your content Idk what’s exactly the problem with you, your life, or your parents that raised you in a way that you just complain about things. Your every video is either about drug capital / murder capital or invasion of blah blah country in blah blah city. 3. Let me simplify for you Indian didn’t just show up here over night it’s your governments who is fuckin greedy these people pay 3-4x amount of tuition fees and each and every student pay 20k ( formerly 10k) as GIC which is invested in your govt bonds and resturn of these shits is not even 1%. 4. There are flaws in each and every community and everywhere. When govt just getting people here blindly students, refugees and what not then it is nothing but obvious that people will not have jobs and no jobs mean yes crime! 5. Better to question your fuckin greedy GOVERNMENT, but you can’t bcs you also don’t give a damn you just wanna post these shit and get the comments from anti Indian people which is kinda cool now a days online but who cares they built their businesses and what not. You just can hate Indians they are everywhere ! Well it’s fine too when you can’t defeat only thing you can do is hate 6. They really don’t need any recommendations from the community of people whose young boys are busy in finding either they are gay or cats or what and their girls are busy selling their nasty pictures online. And their old males are busy in tailgating with their shity Ford F150 and the old females with their nth bf and pregnant with ,even they don’t know, with whom. 7. They are respectful and helping to work on low wages ( idk why). As you mentioned the Tim will you quit spreading hate and working at that place I’ll get you a job! 8. It’s much better rather than hating have good government who will offer visa to really the qualified ones not to just random white refugees with their 19 people family and feeding them! 8. You know what is more fucked up the muslims everywhere begging while they get help from UN as welfare. And even worst your people in Downtown high on even your JC don’t know. 9. There are real reasons to worry! Don’t create that doesn’t even exist! 10. If someone from across the world with not good English speaking and minimal education come here and take over your nation then you are right crying is the only option left bcs your lazy ass didn’t wanna do anything so, now you are crying and posting online
Identity Attack0.27682206
Insult0.48228607
Profanity0.41570562
Threat0.07093142
Severe Toxicity0.16960317
Moderate 0.5532103 Constructive 0.673 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree... They did this on purpose with malice and forethought... Read agenda 2030 proudly written by circus …
I wonder why these traitors to Canada haven't been dragged out of office and hung from the nearest tree... They did this on purpose with malice and forethought... Read agenda 2030 proudly written by circus clown carney where he plans to invite a total of 65 million muslims from africa, middle east and the third world making our population 100,000,000. we will be outnumbered by indians from india, middle east, and Africans. The problem with any immigration is when we only take the best and the brightest we are stealing away the future from those nations, when we take in the illeterate we are burden by their tribal backward ideologies, and have to care for these people from cradle to grave as they will never be able to compete in an open job market where every grade three student has a better education than they. We MUST send them all home. ALL OF THEM. Why are we allowing a man who hasn't lived in Canada for over thirty years, a man whos primary residence is in New York state to be leader? He's not truly Canadian, and shouldn't have been allowed to enter public office.
Identity Attack0.44690517
Insult0.5130944
Profanity0.1413768
Threat0.49142194
Severe Toxicity0.15443328
Moderate 0.52007306 Moderate Con 0.431 Insult Unverified_Claim
Feb 24, 2026 1 likes LILLEY UNLEASHED: The fall of …
As an Indian , I confirm that Indian always add value in the society where we live . Indians give contribution very high in taxes , less crime , highly skilled and educated in USA …
As an Indian , I confirm that Indian always add value in the society where we live . Indians give contribution very high in taxes , less crime , highly skilled and educated in USA particularly. May be some khalistani demean us in the name of Indian , because they hate belong called Indian . The guy with cycle may be true . Might he has faced a khalistani minded bastard .
Identity Attack0.50515604
Insult0.5270482
Profanity0.4596479
Threat0.07016479
Severe Toxicity0.1465323
Moderate 0.5140397 Constructive 0.694 Identity Attack Insult Identity_Assertion
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
Dirty nude guy calling his neighbors dirty... on what basis? Call for quality immigration that is suitable for all of us. I worked hard to come here but Canadian colleges and universities just luring people …
Dirty nude guy calling his neighbors dirty... on what basis? Call for quality immigration that is suitable for all of us. I worked hard to come here but Canadian colleges and universities just luring people with money rather than those with educated and professional quality is sick. The roots of the problem are somewhere else.
Identity Attack0.2877625
Insult0.5543018
Profanity0.14313951
Threat0.009074804
Severe Toxicity0.023076924
Moderate 0.509388 Moderate Con 0.495 Insult
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
The Pakistani guy telling about immigration is funny , these pakistanis turned london into hell...most indians come in country are educated and progressive while offcourse few black sheeps are there but most of them develop …
The Pakistani guy telling about immigration is funny , these pakistanis turned london into hell...most indians come in country are educated and progressive while offcourse few black sheeps are there but most of them develop the country they live in and are not problematic like other countries people 😅.....
Identity Attack0.55044734
Insult0.44126466
Profanity0.33453682
Threat0.036839653
Severe Toxicity0.16960317
Moderate 0.509388 Constructive 0.577 Identity Attack Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Ask actual natives, not just white people "native canadians". This makes me actually sick. Not the Indians, the racism. Canada is built on Immigrants. The comments are just as bad, educate yourselves.
Ask actual natives, not just white people "native canadians". This makes me actually sick. Not the Indians, the racism. Canada is built on Immigrants. The comments are just as bad, educate yourselves.
Identity Attack0.55044734
Insult0.47357693
Profanity0.050680235
Threat0.0082074385
Severe Toxicity0.023076924
Moderate 0.5024724 Moderate Con 0.495 Identity Attack Moral_Argument
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
I think this is a huge hipocrecy of Mark Carney is arriving bunch of ugly people to Manitoba. With no education, refugees, intimidating people souds like Antifa people.who don't have papers, dont speak english or …
I think this is a huge hipocrecy of Mark Carney is arriving bunch of ugly people to Manitoba. With no education, refugees, intimidating people souds like Antifa people.who don't have papers, dont speak english or french, stelling store's, And is many drugs around ? dealers from the Government of Carney and Trudeau in Steinbach, that people living in la Broquerie, D3NIS FALK. Is the huge
Identity Attack0.23391083
Insult0.54471385
Profanity0.08549073
Threat0.009903334
Severe Toxicity0.021806452
Moderate 0.49139655 Constructive 0.502 Insult
Oct 30, 2025 IRCC Names India in Study …
White people did colonise India 😂😂😂 why don't u go find a time machine and question your fellow dingbats, instead. Better yet why don't u do an educational documentary on how white people coloniesed other …
White people did colonise India 😂😂😂 why don't u go find a time machine and question your fellow dingbats, instead. Better yet why don't u do an educational documentary on how white people coloniesed other people land stripped them of resources requested cheap labour and then complain about it. Educate yourself!
Identity Attack0.5135796
Insult0.42881694
Profanity0.2263305
Threat0.029933142
Severe Toxicity0.026936848
Moderate 0.48141238 Low Con 0.282 Identity Attack Humor_Satire
Feb 14, 2026 Inside Canada's Indian Invasion...
India is called the 3rd world and 'Developing World' for a reason, after all. Many of them bring their bad habits with them all the time as well and make the rest of us actual …
India is called the 3rd world and 'Developing World' for a reason, after all. Many of them bring their bad habits with them all the time as well and make the rest of us actual civilized, well educated, assimilated and caring Indians look bad. Just watch all the different "Indians litter" and "India sucks" videos and shorts out there. Too many Indians bring their bad habits and couldn't care less about Western values and basic, humane principles.
Identity Attack0.5051609
Insult0.4339631
Profanity0.40783462
Threat0.017156094
Severe Toxicity0.1465323
Moderate 0.47886392 Constructive 0.545 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Points? I speak Rngl7sh only. My smartphone doesn't speak Englush. English, god dammit. I also do not have maths. I was force-fed through basic math in public education. I learned absolutely nothing, and I graduated …
Points? I speak Rngl7sh only. My smartphone doesn't speak Englush. English, god dammit. I also do not have maths. I was force-fed through basic math in public education. I learned absolutely nothing, and I graduated acceptable to Ontario. I do not have a family doctor, only a walk-in clinic pill pusher. I have disability, disease, and damage. I am not employed, I do not have an education or access to business learning. No money is a degree of poverty in Canada. I couldn't engineer anything outside of daydreaming from my also unemployed father's basement. I am a visual disability in legislated poverty. I own nothing, and I am not happy. Why are immigrants coming to Canada? There is no point.
Identity Attack0.21866
Insult0.40243408
Profanity0.48510036
Threat0.0116639575
Severe Toxicity0.04397394
Moderate 0.47473195 Constructive 0.578
Jun 19, 2025 1 likes How Canada broke its immigration …
Insurance fraud, mortgage fraud, license fraud, education fraud, business fraud. Scams galore. Not every indian but always an indian.
Insurance fraud, mortgage fraud, license fraud, education fraud, business fraud. Scams galore. Not every indian but always an indian.
Identity Attack0.5135796
Insult0.42167732
Profanity0.1184936
Threat0.015429466
Severe Toxicity0.02449106
Moderate 0.47119883 Low Con 0.221 Identity Attack Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
And they are only taking immigrants in our Military First right now!??? My son tried to join the CF he is educated and a pro fighter! they told him sorry , we will put you …
And they are only taking immigrants in our Military First right now!??? My son tried to join the CF he is educated and a pro fighter! they told him sorry , we will put you on a waiting list because they are taking immigrants first! WTF!??? WEF Agenda!
Identity Attack0.2964622
Insult0.35016364
Profanity0.41194582
Threat0.028206514
Severe Toxicity0.023082556
Moderate 0.47119883 Constructive 0.607 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
Most of Punjabi people destroy Canada education sector
Most of Punjabi people destroy Canada education sector
Identity Attack0.55044734
Insult0.3388922
Profanity0.14490221
Threat0.06561559
Severe Toxicity0.023076924
Moderate 0.4574824 Low Con 0.214 Identity Attack Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
Canada has always had Indians. But they used to be middle-class, and well educated, and in smaller numbers. Meaning they assimilated. Now we're getting the dregs, and in large numbers. I never considered myself racist, …
Canada has always had Indians. But they used to be middle-class, and well educated, and in smaller numbers. Meaning they assimilated. Now we're getting the dregs, and in large numbers. I never considered myself racist, but I am now. I want these people gone ... deport, deport, deport!
Identity Attack0.4911651
Insult0.40243408
Profanity0.092279755
Threat0.13161413
Severe Toxicity0.02378681
Moderate 0.45703048 Constructive 0.607 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada went from bringing in skilled, educated people, to bringing in swindlers, thieves and freeloaders. Canada is lost.
Canada went from bringing in skilled, educated people, to bringing in swindlers, thieves and freeloaders. Canada is lost.
Identity Attack0.35299334
Insult0.48627716
Profanity0.038655918
Threat0.010162249
Severe Toxicity0.017481172
Moderate 0.44933176 Moderate Con 0.305
Jun 19, 2025 2 likes How Canada broke its immigration …
Canada please be very careful... with the wave of Indians, especially the privileged-class (aka higher-caste) groups, arriving with their religious and ideological trash baggage. Not only will they destroy communal harmony in your country, they …
Canada please be very careful... with the wave of Indians, especially the privileged-class (aka higher-caste) groups, arriving with their religious and ideological trash baggage. Not only will they destroy communal harmony in your country, they will use the Canadian $$ to economically destabilize the society in the home country. Hope their children get a good and liberal education and are not spoiled by home-grown bigotry, supremacist and caste-ist brainwashing. These double-speaking cohorts operate pretty much as clandestine as communal white racist groups, essentially playing the same game from an older brown playbook. 🙏
Identity Attack0.4887047
Insult0.46327567
Profanity0.08775374
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.44393396 Moderate Con 0.463 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You’re smart at dividing and conquering the lower and poorly educated class to antagonize others. Especially by having a racist white guy whom you believed is credible to share his racist comments towards Africans and …
You’re smart at dividing and conquering the lower and poorly educated class to antagonize others. Especially by having a racist white guy whom you believed is credible to share his racist comments towards Africans and stereotyping different groups
Identity Attack0.46028158
Insult0.40243408
Profanity0.11230402
Threat0.010369381
Severe Toxicity0.02296847
Moderate 0.4398409 Moderate Con 0.312 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our movies, award shows, Olympic shows, they se xualize children and trans is another way to castrate to end goal of legalizing pe do phelia. Demonize Christianity as our God is the only one they fear. Take total control of everything in our lives until we give up. The government gave us maid, the bioweapon needle of which Trudeau owns a patent. The immigrants don’t care as government funds them with tax payer dollars yearly (from an immigrant $82 000. Per yr) I worked for 30 yrs and never made that amount. So bankrupting our pension funds because pretty sure that was done decades ago purposefully. Immigrants get way more than a persons pension which is no longer enough to live on and if you get sick you can opt out of life. Globalists are a death cult. You can see it in the decline destruction of so many countries, how they go after children, the men and women born to their countries, how they cause division, how they laugh in our faces. So immigrants if you think that you have it made don’t be surprised when they come for you. Trump is the only leader who is taking these people out. He has people behind him protecting him. He has been in a war with the globalists since he was first elected president. Before Trump there were people fighting against the plans of these elites. They feed on fear, hopelessness, anger, despair, so do not let them put you in that low vibration. Be hopeful, loving, joyful, peaceful, show strength protest the government, the judiciary look into common law as opposed to maritime law. We have been lied to about history, medicine, natural medicine they demonized, religion, education, etc Think critically, and pray get close to God.
Identity Attack0.42615733
Insult0.40420914
Profanity0.22889622
Threat0.13127698
Severe Toxicity0.02378681
Moderate 0.43230394 Constructive 0.614
Sep 8, 2025 Why Canadians Are Turning Against …
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone …
Wow, you're Canadian and get treated with this kind if respect and the government claims to vote for them because our Canadian lives are valued and they look put for our best interests? Has anyone really looked at all the Damn loop holes we have with *SO MUCH FREEDOM* its actually backwards! but they word it in such way and make it sound so confusing where we think they do have our best interest. REALLY ALL THESE RULES ARE ACTUALLY KEEPING US CONTROLLED. we do need the government on some matter to ensure we live by *GODS* rules not to originate their own rules to control us by. Canada is pretty darn good for this backwards talk, brainwash, diabolical plan. Look at the school or educational systems let lone bigger issues hidden in pages of pages by the hundreds of thousands rules we MUST LIVE BY. We all know its for their own personal benefit. We are only on this world for a short period of time we all want wealth ect. We all can have it. So many ways to fix the earth and how we coexist with eachother in peace and harmony. But TILL THE WORLDS POWER OF LOVE OVER COMES THE LOVE FOR POWER WE WILL THEN KNOW TRUE PEACE!!
Identity Attack0.14875233
Insult0.35505778
Profanity0.4131548
Threat0.011249693
Severe Toxicity0.023317307
Moderate 0.4269174 Constructive 0.673
May 30, 2019 How much do refugees and …

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.