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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: "We are doing everything we …" 427 comments · Page 5 of 18
I’m a Canadian ok and I’m in this neighborhood that is recorded. These people are not good they rent ur basement and abuse it Rats live in basements now And not only that they are …
I’m a Canadian ok and I’m in this neighborhood that is recorded. These people are not good they rent ur basement and abuse it Rats live in basements now And not only that they are racist they sell bad things they sell out everything like mangos just to resell it but there really bad and rude only some Indians are respectful majority of them NO They attempt to crash ur car just to make thousands of money.
Identity Attack0.43896464
Insult0.48399165
Profanity0.17566866
Threat0.03787563
Severe Toxicity0.023364257
Moderate 0.45761138 Constructive 0.523 Personal_Narrative
Feb 9, 2026 Inside Canada's Indian Invasion...
Illegal should be deported right away My goodness ruining everything
Illegal should be deported right away My goodness ruining everything
Identity Attack0.5108175
Insult0.29383746
Profanity0.12286829
Threat0.18281023
Severe Toxicity0.024350211
Moderate 0.4575469 Low Con 0.27 Identity Attack
Sep 30, 2025 IRCC Names India in Study …
Lena was so obvious from day one that her wheels are spinning, but the mouse is MAiD. Almost the entire liberal party is a large fry short of a Happy Meal, so you just try …
Lena was so obvious from day one that her wheels are spinning, but the mouse is MAiD. Almost the entire liberal party is a large fry short of a Happy Meal, so you just try and ignore these things. I sold everything when Carney was elected. Whether I move to Alberta or stay here in Ontario, house prices have tanked. No matter what, because of this clown show, I won.
Identity Attack0.022188433
Insult0.5130944
Profanity0.06345607
Threat0.0070034824
Severe Toxicity0.007133484
Moderate 0.4574824 Moderate Con 0.388 Insult Economic_Argument
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Deport them all .. !!! That’s Trudeau’s 💩.. He has messed up everything.. Now he is enjoying life.. pumping Katy Perry in her private Yacht .. so We abiding citizens are struggling to find decent …
Deport them all .. !!! That’s Trudeau’s 💩.. He has messed up everything.. Now he is enjoying life.. pumping Katy Perry in her private Yacht .. so We abiding citizens are struggling to find decent jobs to sustain decent lifestyle!!!
Identity Attack0.10221587
Insult0.4555076
Profanity0.2337357
Threat0.14960353
Severe Toxicity0.023076924
Moderate 0.45703048 Moderate Con 0.332 Call_To_Action
Jan 18, 2026 2.9 million Canadian temporary visas …
Was the Flower city now garbage city Go Profesor lake Full garbage live everything behind
Was the Flower city now garbage city Go Profesor lake Full garbage live everything behind
Identity Attack0.025002124
Insult0.48627716
Profanity0.10023434
Threat0.0069516995
Severe Toxicity0.014511578
Moderate 0.45549932 Low Con 0.226 Policy_Critique
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
They are going to be hanging out in Dog Houses, Short-Term Rentals & Air-BNB etc or under the cover of their own people who will try to protect them from Deportations, there you have to …
They are going to be hanging out in Dog Houses, Short-Term Rentals & Air-BNB etc or under the cover of their own people who will try to protect them from Deportations, there you have to look. Back to their motherland they have to go, they just lived a free-ride in Canada. As well as being a DEI hire, dark skin = Hire; White Skin, OH NO DON'T HIRE HIM, GOSH NO. Promote to Manager = Dark Skin. WHITE SKIN, NO WAY. Everything is RACIST. Give me a break. White Liberal women, alot of Boomers helping the DEI system, cause their just fruit cakes living in our society working at Job until their 75 or dead. Causing Grief. Everything is planned and now it will end. 3 MILLION PEOPLE, PLACE THEM ON A BOAT AND PUSH THEM OUT IN THE OCEAN.
Identity Attack0.50515765
Insult0.40243408
Profanity0.15283443
Threat0.039602257
Severe Toxicity0.02449106
Moderate 0.45549932 Moderate Con 0.309 Identity Attack
Jan 17, 2026 2.9 million Canadian temporary visas …
The crime rate even in our city of saskatoon has sky rocketed phenomenally. My grandchildren are not safe anymore. And sex trafficking has also increased phenomenally as well. Just sickens my heart. My daughter in …
The crime rate even in our city of saskatoon has sky rocketed phenomenally. My grandchildren are not safe anymore. And sex trafficking has also increased phenomenally as well. Just sickens my heart. My daughter in law hasn't been able to get a job for 3 years now and has put out 300 resumes. I had to wait 2 years for an mri and people are dying in the emergency rooms in our hospitals. I agree with everything they are saying in this video . Our government sucks for letting this happen. Trudeau started all this corruption
Identity Attack0.06704199
Insult0.4196762
Profanity0.29279903
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.44933176 Constructive 0.726
Aug 28, 2025 3 likes Why Canadians Are Turning Against …
We can no longer fix this issue because the majority or our country is IMMIGRANTS! They literally can out vote real Canadians. We have lost our country. The west doesn’t even get a say in …
We can no longer fix this issue because the majority or our country is IMMIGRANTS! They literally can out vote real Canadians. We have lost our country. The west doesn’t even get a say in federal politics…immigration is a multi billion dollar industry. There is nothing left in this country for our children and I am truly scared to grow old here with millions of immigrants who hate us and our country, running everything and filling our medical system. Whites are blames for being racist yet anyone with common sense can see whites are the LEAST racist of all. We are doomed, and quite honestly this country isn’t worrh fighting for…we don’t have free speech or the right to self preservation for a country that won’t stfu about ‘human rights’
Identity Attack0.5135796
Insult0.39743927
Profanity0.089370176
Threat0.012181788
Severe Toxicity0.023076924
Moderate 0.4475325 Constructive 0.502 Identity Attack Fear_Threat
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
Canada is literally 3rd world at this point. Your local rental ads are "Indian only" and everything reasonable is now $1700+ for a shoebox. Good luck finding work if youre not brown.
Canada is literally 3rd world at this point. Your local rental ads are "Indian only" and everything reasonable is now $1700+ for a shoebox. Good luck finding work if youre not brown.
Identity Attack0.5135796
Insult0.3388922
Profanity0.09551262
Threat0.010964886
Severe Toxicity0.023076924
Moderate 0.4421347 Moderate Con 0.472 Identity Attack Unverified_Claim
Jun 21, 2025 2 likes How Canada broke its immigration …
That's why you are a hate mongering guy humongering hate against the community that you cannot compete into it why this community has money because they work too hard man they work too hard and …
That's why you are a hate mongering guy humongering hate against the community that you cannot compete into it why this community has money because they work too hard man they work too hard and you don't have money maybe stop being a jealous and work more harder and you will achieve because those people did not came there free they have to show more than half a million to $700,000 in their bank account to get a visa for Canada or America nothing free so stop being a mongering hate peaceful community like Indian and why don't you work for yourself more hours more hours more than 18 to 19 hours to complete with them instead of blaming everywhere and a word and everything it's not the end of world man
Identity Attack0.07508347
Insult0.47384647
Profanity0.08613731
Threat0.010395273
Severe Toxicity0.021031776
Moderate 0.4402136 Constructive 0.534
Aug 26, 2025 Why Canadians Are Turning Against …
They are all speaking Bullshijeet. They want to turn everything into India.
They are all speaking Bullshijeet. They want to turn everything into India.
Identity Attack0.3817989
Insult0.37846634
Profanity0.46460027
Threat0.02855184
Severe Toxicity0.07542343
Moderate 0.44002727 Low Con 0.141 Fear_Threat
Feb 21, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
They killed off most of the "Indians" only to be taken over by Indians Haha everything they are complaining about is karma
They killed off most of the "Indians" only to be taken over by Indians Haha everything they are complaining about is karma
Identity Attack0.46028158
Insult0.24835461
Profanity0.21564959
Threat0.43656045
Severe Toxicity0.05473421
Moderate 0.4398409 Low Con 0.18
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
So much for screening people before you let them into your country, just invite the worst of the worst of everything ,no wonder Canada is such a joke now and the whole world is watching …
So much for screening people before you let them into your country, just invite the worst of the worst of everything ,no wonder Canada is such a joke now and the whole world is watching , Disgraceful , shame on the liberals for the last 10 years !
Identity Attack0.3072352
Insult0.47384647
Profanity0.035900343
Threat0.011353259
Severe Toxicity0.016383713
Moderate 0.4398409 Low Con 0.3
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
They've over run EVERYTHING! LIKE MAGGOTS!!
They've over run EVERYTHING! LIKE MAGGOTS!!
Identity Attack0.18391247
Insult0.4596616
Profanity0.29456177
Threat0.012958534
Severe Toxicity0.023076924
Moderate 0.4394682 Low Con 0.2 Fear_Threat
Oct 11, 2025 IRCC Names India in Study …
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 …
How much Canadian tax payer money goes to them ??? Probably as bad as the somalis in the usa. All the ones around me own everything, McDs, Timmies,Subways,Burgerking,popeyes,kfc,corners stores and I know Im missing some. …
How much Canadian tax payer money goes to them ??? Probably as bad as the somalis in the usa. All the ones around me own everything, McDs, Timmies,Subways,Burgerking,popeyes,kfc,corners stores and I know Im missing some. They wont hire people that arent family They all drive BMWs and Mercedes. Outside of work they are rude AF.
Identity Attack0.38215697
Insult0.47273466
Profanity0.096805766
Threat0.009307829
Severe Toxicity0.017416617
Moderate 0.42985553 Constructive 0.51 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
I’m just anti-liberals , they screw up everything they touch. Illegals and expired visa holders must be removed and stop immigration until we help tax paying citizens !
I’m just anti-liberals , they screw up everything they touch. Illegals and expired visa holders must be removed and stop immigration until we help tax paying citizens !
Identity Attack0.3825363
Insult0.40243408
Profanity0.2564132
Threat0.2172668
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.397 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
When I lived in SW PA, we saw more and more convenience stores being run by Indians. I went into a 7-11 once, and there was what looked like a family in the office, and …
When I lived in SW PA, we saw more and more convenience stores being run by Indians. I went into a 7-11 once, and there was what looked like a family in the office, and when the guy that worked there was serving me, I asked him, why don't I ever see any Americans working there? He said, because Americans are lazy, and especially the black ones. He said Americans always want days off. Days off because you're sick, or days off because it's a holiday, days off for everything. They don't want to work. This is all because of Clinton. He made a deal where Indians could come to the US, and they were given money to "start" a company. The idea was, they would BUILD a company, and hire Americans to work it. Instead, they bought stores and motels and used those to import their family and friends from India to here, for work. When I went back to school, I had no choice but to work at a gas station. I was off on payday once, and went in to get my check. There was a new guy at the counter, an Indian. I asked for my check, and wanted him to cash it for me. We always did that if there was enough money in the register. He told me to move, customers waiting. He didn't speak English very well. I went to the office to see the work schedule, and he yelled at me to get out of there! I told him what I was doing, he said "You work no!! I work! You boss no own, my boss own! Leave now! After a little more back and forth yelling, I found out my boss sold the gas station the night before and we were all out of a job. I blew up in front of all the customers! They started to walk out. Lol. That station didn't even last a year, and they had to close down. If they had a drive off (back in the days of a pump and run) they would call the police, but couldn't speak English very well. So they would tell police robbery! After a few times of that, the police told them to never call again. This was a very small town in SW PA, and word got around, and no one went to that station any more. This is the same area that was featured in Tyler's and others videos about all the Haitians that were shipped in by Biden. Bell Vernon PA, right across the river from Charleroi PA. The area is still FULL of Haitians, scaring all the native people away. Taking over the Walmart that is right across the street from where this gas station used to be. One of the many reasons I live in TX now.
Identity Attack0.4911651
Insult0.40243408
Profanity0.2327678
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.79 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
All Norh Indians are as same as European. They are not Indians. 1800 years ago they have come to India and and mixed with the origin stole their indian culture and settle there. And then …
All Norh Indians are as same as European. They are not Indians. 1800 years ago they have come to India and and mixed with the origin stole their indian culture and settle there. And then 800 years ago too many European especially the Britishers the backstabers have come to do the business then bacstabed the real indians stalls everything from them burned down the rest. Put those people in hunger. Stil there are some non mixed indin are in the south with there ancient culture. This f nking European are Nasty. They aer not belonged to this earth. Bt they are everywhere. Im so Happy that the indo Arian are colonising the canad
Identity Attack0.46028158
Insult0.36798462
Profanity0.39409557
Threat0.13717735
Severe Toxicity0.10702737
Moderate 0.4269174 Moderate Con 0.476 Identity_Assertion
Feb 17, 2026 Inside Canada's Indian Invasion...
Immigration in Canada is a huge problem and I find a problem with Muslims and Indians is they don't amalgamate into society and expect everything to be given to them.
Immigration in Canada is a huge problem and I find a problem with Muslims and Indians is they don't amalgamate into society and expect everything to be given to them.
Identity Attack0.55011386
Insult0.26957804
Profanity0.06946823
Threat0.009592636
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.614 Identity Attack
Aug 27, 2025 Why Canadians Are Turning Against …
Where are you in brampton? Because that's Browntown is what we call it and it's f****** insane. I'm so glad I live up north. But it doesn't matter where you are just like that podcast. …
Where are you in brampton? Because that's Browntown is what we call it and it's f****** insane. I'm so glad I live up north. But it doesn't matter where you are just like that podcast. You did with buddy, from New York or Chicago. I loved that podcast so good one. And you're right on everything you said about them and the way they get in
Identity Attack0.10221587
Insult0.25602314
Profanity0.46460027
Threat0.011120236
Severe Toxicity0.02416241
Moderate 0.4269174 Constructive 0.791 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
They still bring them in Canada Tim Horton, gas station McDanol, Burger King, A&W, they take over everything trucking industry they fuck it up they all engineering. That’s exactly President Trump is fighting for.
They still bring them in Canada Tim Horton, gas station McDanol, Burger King, A&W, they take over everything trucking industry they fuck it up they all engineering. That’s exactly President Trump is fighting for.
Identity Attack0.04023018
Insult0.25602314
Profanity0.44431314
Threat0.017156094
Severe Toxicity0.023076924
Moderate 0.41690505 Low Con 0.3 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much …
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much more pushy with their religions. I have no respect for that. So there might be a lot of them, but they don't ruin it as per say. As long as they don't shit on the beach and use garbage cans and not sidewalks. I won't go to india an impose my belief or way of living. And i don't think they do that in canada either. But others do it. Sadly, by association of the religion, some will see them as the same people. Anyways we're in 2026, religions are stone age laws to scare people. Now we have actual laws that are based on being a decent person, not the winner or the best, or the only right way. No need for some boogeyman in the sky to scare you, 10 years in prison should be enough to make you behave like a decent human. Even 1 month is enough for me to not be some idiot. We had horses, now we have cars. We had gods, now we have laws. Simple evolution and progress. Well some countries didn't get that update apparently. And noooo, if i say one bad word about an ideology, not a race (yaaawn, human race, all the same) i will be hunted down. That should tell you everything about the situation. You don't like my ideas? Ok, you do you. I don't like your ideas? Throw me off a roof? I'm sorry what? Should all be banned worldwide. Believe what you want, don't impose your ignorance on others. Especially not with force or threats.
Identity Attack0.3817989
Insult0.36798462
Profanity0.4193644
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.654 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They trash their country and now they come here and do the same, they use and destroy everything true Canadian build. We Canadian are way too nice when the 40 year old "student" say he …
They trash their country and now they come here and do the same, they use and destroy everything true Canadian build. We Canadian are way too nice when the 40 year old "student" say he never had any discrimination this is part of the problem because I'm willing to bet my life that the vast majority of true Canadian can't stand them. Mark my word, hate will make a comeback for Indian and the race card will be use.
Identity Attack0.46028158
Insult0.34626248
Profanity0.06495911
Threat0.021472665
Severe Toxicity0.023076924
Moderate 0.40891263 Constructive 0.508
Oct 30, 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.