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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: "You can’t make it make …" 1,431 comments · Page 14 of 58
Saar! We will make canada a "SuperPooper" 2030 also like we make india💩
Saar! We will make canada a "SuperPooper" 2030 also like we make india💩
Identity Attack0.39461556
Insult0.40243408
Profanity0.29209393
Threat0.037530303
Severe Toxicity0.024819711
Moderate 0.4269174 Low Con 0.214 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You see a lot of Indian people it's not a people they all Indian students you know how much money the Canada has robbed before they come to the Canada you know you're not going …
You see a lot of Indian people it's not a people they all Indian students you know how much money the Canada has robbed before they come to the Canada you know you're not going to believe it that much money they've been paying before they come to the Canada they've not came free there or they not immigrant they are a student visa students from India so stop talking about Indians and punjabis seems where they are Indian your country who use the punjabis against India throwing a storms and bomb the planes Air India back in the '80s or I think 85 they blow one plane out and they are the innocent people right Make up your mind is those people are innocent punjabis and your country are human right champion and now suddenly everyone talking s*** about Indians
Identity Attack0.4830652
Insult0.36798462
Profanity0.10920923
Threat0.122295745
Severe Toxicity0.02383376
Moderate 0.4269174 Constructive 0.562 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Makes you hope that the fat guy on a scooter will one day rely on an African doctor or Nurse that happen to see the video and recognizes his face
Makes you hope that the fat guy on a scooter will one day rely on an African doctor or Nurse that happen to see the video and recognizes his face
Identity Attack0.36702603
Insult0.40243408
Profanity0.17008601
Threat0.021645326
Severe Toxicity0.023076924
Moderate 0.42568782 Low Con 0.291 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few …
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few bureaucratic steps will help line up the immigrants across Canada towards airports to flee and here we go: 1- Introduce a 3 months grace period for illegals to depart with their lute, no questions asked 2- Establish a Black-List-Database for all illegals and anyone who makes that list will never get permanent residence no matter how long they stay or even if they apply from abroad down the road 3- Introduce daily fines for overstaying or being here illegal with no ceiling including assets seizure to cover fines 4- Abolish automatic birth citizenship unless both parents are fully legal, else contact your embassy for birth certificate and fetch healthcare, school etc ..on your own dime 5- Revoke driver licenses, bank accounts, temporary SIN numbers of all illegals 6- Mandate the RCMP, Local Police, Sheriffs to check immigration status of anyone who comes in contact with law enforcement including traffic stops 7- Establish new Driver License and other documents for citizens and legal people with specific design and color etc.. 8- Introduce a toll-free number so citizens can report illegals and illegal activities 9- Impose hefty fines and jail time on employers who hire illegals including business closures 10- Limit running to office on all levels to Canadian born citizens 11- No illegal owns, buys or sells any real estate or property Do these and the longest line will be the line leading to airports so our friends CBSA can sit in the ri comfy offices processing illegals at their own pace.
Identity Attack0.27171627
Insult0.47384647
Profanity0.10797132
Threat0.013217449
Severe Toxicity0.014511578
Moderate 0.42568782 Moderate Con 0.448
Dec 23, 2025 15 likes Deportations From Canada at Their …
Tyler, did you really have to make this video??? Isn't there enough hate in the world already? Seriously dont eat butter chicken anymore if you dislike the culture/people so much. You've no idea how much …
Tyler, did you really have to make this video??? Isn't there enough hate in the world already? Seriously dont eat butter chicken anymore if you dislike the culture/people so much. You've no idea how much will power it takes for those indians to come to places like north america to earn money and give their family back home the lives they never had. It takes so much to be someone, especially if youre coming from a place where youre just one ordinary human among 1 billion others. People can hate all the want but its a free world. Territories came after humans.
Identity Attack0.34974504
Insult0.3388922
Profanity0.20016506
Threat0.030278467
Severe Toxicity0.023317307
Moderate 0.42568782 Constructive 0.637 Solidarity
Feb 17, 2026 Inside Canada's Indian Invasion...
Now make a video on the islamic invasion. Double dare u
Now make a video on the islamic invasion. Double dare u
Identity Attack0.46028158
Insult0.16802633
Profanity0.1589207
Threat0.12689553
Severe Toxicity0.023458159
Moderate 0.42568782 Low Con 0.106 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I am a Legal Alien, and my whole life is in Canada and for Canada. Yes, I can go back to my home country anytime, but my home is Canada. My Family is Canadian, my …
I am a Legal Alien, and my whole life is in Canada and for Canada. Yes, I can go back to my home country anytime, but my home is Canada. My Family is Canadian, my dog is Canadian. But when I see these new people come over to my Canada, abuse and trash our Country, and take all the F.... jobs. I'm furious and angry. When will changes take place and when? This has to end. No more. End our current Government and make a new one that actually cares for us. Canada needs to stop sending money to other countries and put it towards us. Put kids into colleges for science and people who will take us to the moon, and put doctors EVERYWHERE in Canada. Build a country that is a leader in the world. It can be done. Why is our government destroying its people?
Identity Attack0.34974504
Insult0.39743927
Profanity0.36230123
Threat0.02371728
Severe Toxicity0.023199933
Moderate 0.42349213 Constructive 0.647
Aug 26, 2025 Why Canadians Are Turning Against …
You claim not to be racist, yet you zoom in on a man wearing slides as if he’s committing a crime? You cut to videos of only filthy street food and people doing disgusting things, …
You claim not to be racist, yet you zoom in on a man wearing slides as if he’s committing a crime? You cut to videos of only filthy street food and people doing disgusting things, generalizing an entire country based on hateful reels that I know you make as well. This adds fuel to the fire. By your logic, you probably live in a crack den, surviving on canned beans and food I wouldn’t even feed my farm animals, doped up on speed, living the American dream? I should make a video showing Tyler Oliveira’s homeland and cut to montages of Kensington, Philadelphia, Skidrow, and all those poor homeless communities you visit and antagonize for views and money. I should show all the weirdos that you know wander the streets of the country you call home, hurting and killing people in the name of beef or some ridiculously moronic bullshit. At least I don’t have to worry about getting shot or kidnapped by masked men in my country, but go on, bro, focus on the poop slingers and beggars. I’m absolutely not against you making videos on such topics, highlighting the abuse of the immigration system in both countries is important and above that, is your right to express yourself or report on. However, adding these unwanted tangents for clout and view baiting is not the definition of “independent journalism” that you claim to do. I was a huge fan of yours, but ever since you started making content about immigrants in New York City, you’ve gone down a very dark path. I hope you reflect on your actions and reconsider your outlook on the world.
Identity Attack0.12556632
Insult0.44126466
Profanity0.1308005
Threat0.02613456
Severe Toxicity0.023076924
Moderate 0.42349213 Constructive 0.686 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
9:30 I wonder what makes him more money, the racist right wing grifting or the gambling ad😂
9:30 I wonder what makes him more money, the racist right wing grifting or the gambling ad😂
Identity Attack0.3072352
Insult0.34392178
Profanity0.12727508
Threat0.012699619
Severe Toxicity0.01935331
Moderate 0.42129645 Low Con 0.192 Meta_Commentary
Jan 27, 2026 9 likes Inside Canada's Indian Invasion...
As someone who has spent almost 40years in Canada, we are all tired of them. It's not about race, it's about their lack of assimilation and disregard for the existing culture here in Canada. By …
As someone who has spent almost 40years in Canada, we are all tired of them. It's not about race, it's about their lack of assimilation and disregard for the existing culture here in Canada. By the way Tyler, if you're wondering why all the retailers use these temp workers, it's because the Canadian government uses our tax dollars to provide wage subsidies to the companies, so they literally get to pay them less as a business because the tax payers make up the difference. It's so re-tarded.
Identity Attack0.18313584
Insult0.4718924
Profanity0.19770569
Threat0.007883795
Severe Toxicity0.014769804
Moderate 0.42129645 Constructive 0.64 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You are gonna make the orange man mad at us canadians more for illegal border crossings pls no we are getting raped enough by tariffs
You are gonna make the orange man mad at us canadians more for illegal border crossings pls no we are getting raped enough by tariffs
Identity Attack0.21668483
Insult0.2838064
Profanity0.21564959
Threat0.12382901
Severe Toxicity0.023076924
Moderate 0.42129645 Moderate Con 0.327 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Tyler, aren't you a piece of work, a proud covert racist and master manipulator. Divide n conquer, psychological warfare and low iq yikes like you, makes the elite happy for the missionary work you're doing. …
Tyler, aren't you a piece of work, a proud covert racist and master manipulator. Divide n conquer, psychological warfare and low iq yikes like you, makes the elite happy for the missionary work you're doing. Hm, even they can't take their money with them when its their time to transition. Nothing to see here folks just the usual suspects doing the usual.
Identity Attack0.10221587
Insult0.4710501
Profanity0.044417568
Threat0.009722093
Severe Toxicity0.014898917
Moderate 0.42129645 Low Con 0.208 Moral_Argument
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Finally someone makes a video on Brampton! 🇮🇳 You’ve been killing it lately with these videos
Finally someone makes a video on Brampton! 🇮🇳 You’ve been killing it lately with these videos
Identity Attack0.058401883
Insult0.097093195
Profanity0.17987521
Threat0.42643023
Severe Toxicity0.023076924
Moderate 0.42129645 Moderate Con 0.466 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’m from Jackson MS and seeing the commentsI just have to say good luck making that here ten years ago even today. Just going to Kroger can get logos alone especially as someone out “color …
I’m from Jackson MS and seeing the commentsI just have to say good luck making that here ten years ago even today. Just going to Kroger can get logos alone especially as someone out “color “ literally how ever the fuck you spell this nowadays. I’m just what we well thinking my goodness you can call my whatever I actually don’t care whether you like it and I’m have listen to “oher hal” the book again… I mean come on!! Should not have back love because I just want to love and love love you and you every body I mean don’t you only like two are this because come home who care lets this now …? Love you ❤Iooo yeaghhh thstssss beeeeettt we got it ox or I
Identity Attack0.14661247
Insult0.26957804
Profanity0.473824
Threat0.022163315
Severe Toxicity0.06011435
Moderate 0.42129645 Constructive 0.707 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Reminds me of Australia and New Zealand. AU is screwed, NZ is unsalvageable. 3rd world immigrants use NZ as a back door to get to their target destination of AU. Don’t make the same mistake …
Reminds me of Australia and New Zealand. AU is screwed, NZ is unsalvageable. 3rd world immigrants use NZ as a back door to get to their target destination of AU. Don’t make the same mistake as us.
Identity Attack0.36702603
Insult0.4125297
Profanity0.32299677
Threat0.008712323
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.386
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
For all the Indians reading comments here We are hated because of these: - Abandoning shopping carts in walmart/supermarket parking lot, or dragging the carts to the place where you live and throwing it by …
For all the Indians reading comments here We are hated because of these: - Abandoning shopping carts in walmart/supermarket parking lot, or dragging the carts to the place where you live and throwing it by the roadside - Zooming past two way/four way stop signal - Unnecessarily accelerating and revving cars while driving through a residential area. Trust me ITS NOT "COOL" - Playing Punjabi gangster rap music at full volume, or talking loudly on phone when using public transport - Talking loudly with friends in places where we are expected to talk softly: Hospitals, museums, art gallery government/visa office, Medical centers/clinic - Stretching yours legs over the opposite empty seat while travelling in bus or train. Crowding the Handicap ramp to access GO train because it makes it easier to board the train (WTF!). - Suddenly switching lanes and turning into streets without using the indicator. - Opening the car door in full swing and leaving a dent/scratch on the next car at parking lots. Not so much as a courtesy to leave a sorry note. - Stealthily walking the dog at night and not picking up after dog - Throwing the car's garbage towards the direction of the dustbin when driving past a bus stop in residential area. - No basic etiquette and manners of wishing, thanking or apologizing. Did you know you are supposed to greet/wish the bus driver when you board a bus? - Refusing to speak in English while in Indian populated city. - Brampton, even worse - trying to fake an accent when you suck at grammar - Partying loudly through the night with no regards to neighbors - Culture dumping - deliberately bursting crackers when the city has banned it, making agni kund in backyard without taking safety precautions, its a fire hazard for houses built of wood, loudly playing mantras/bhajans early morning when you are living in a Condo/apartment - Not caring to shovel snow off footpath - Not showering after you've cooked at home and smelling like curry in the office. Guys Please be better!
Identity Attack0.44690517
Insult0.33154017
Profanity0.25458565
Threat0.09316374
Severe Toxicity0.02449106
Moderate 0.41690505 Constructive 0.614 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
as a canadian when i was a kid the only indian i ever seen was a guy named apu you know from the simpsons now they are everywhere....make it stop please we dont want indians …
as a canadian when i was a kid the only indian i ever seen was a guy named apu you know from the simpsons now they are everywhere....make it stop please we dont want indians here not being rasict just dont want my culture and country to be tunred into india 2.0.
Identity Attack0.5051609
Insult0.27558193
Profanity0.06495911
Threat0.010809537
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.576 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
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...
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create …
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create labor shortage. Immigrants come to fill the gap. White people cry even more. White people don't go to schools to learn, earn useful degrees in Stem, medical etc. Immigrants come to replace. White people say its "great replacement". LOL See what I'm saying. THAT'S WHY. I HAVE THE ANSWER.
Identity Attack0.49032792
Insult0.26957804
Profanity0.14754629
Threat0.018537397
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.539 Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
You see thats just it they didn't come here to integrate they came here conquer and conquer only they do not want anything to do with us except join them or die they are cult …
You see thats just it they didn't come here to integrate they came here conquer and conquer only they do not want anything to do with us except join them or die they are cult of death and bring nothing but death it is us or them and that's not me saying that it was the Muslims who said it first years ago they said they would come and conquer us now look at them us or them make a choice ppl
Identity Attack0.46028158
Insult0.25800487
Profanity0.22592722
Threat0.19229786
Severe Toxicity0.04397394
Moderate 0.41445592 Moderate Con 0.38
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
They want to make Canada look like India, but don't want to improve their own country? F that. I'd be pissed if my elders tried to force their customs and beliefs onto another in Canada …
They want to make Canada look like India, but don't want to improve their own country? F that. I'd be pissed if my elders tried to force their customs and beliefs onto another in Canada or America. Jewish are doing it too. They don't assimilate whileaking you pay for their welfare.
Identity Attack0.45348886
Insult0.34101152
Profanity0.29984993
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.41168427 Constructive 0.562 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
People in india are dishonest and do lot of farud, i always think why they abuse system, i found that lack of resources and opportunites make them to do so. And the only reason is …
People in india are dishonest and do lot of farud, i always think why they abuse system, i found that lack of resources and opportunites make them to do so. And the only reason is Over population.
Identity Attack0.46028158
Insult0.38852
Profanity0.18294942
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.41168427 Constructive 0.532 Identity_Assertion
Sep 28, 2025 IRCC Names India in Study …
hindu percent is just 2.3 and sikhs just 2.1 so total 4.4 that too just in brampton or greater tornto but muslims illegal immigrants refugees muslim refugess they make up 5 percent they go ghettos …
hindu percent is just 2.3 and sikhs just 2.1 so total 4.4 that too just in brampton or greater tornto but muslims illegal immigrants refugees muslim refugess they make up 5 percent they go ghettos and all but still they arent blamed
Identity Attack0.4931391
Insult0.26957804
Profanity0.14930901
Threat0.03304107
Severe Toxicity0.023599008
Moderate 0.41168427 Moderate Con 0.459 Unverified_Claim
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Brampton resident here. It’s a living nightmare. You know why our insurance is the highest in the country? Indians drive drunk. If you are white teenager you cannot find a job unless your last name …
Brampton resident here. It’s a living nightmare. You know why our insurance is the highest in the country? Indians drive drunk. If you are white teenager you cannot find a job unless your last name is Patel or Singh. Most Indians are friendly and I don’t have a problem with them. They come to Brampton because in Punjab they have posters of Brampton on their travel agencies to be among their people. Now the guy on the bike, lmao. Thanks Tyler for making the bike guy our white ambassador. Brampton resident here. It’s a living nightmare. You know why our insurance is the highest in the country? Indians drive drunk. If you are a white teenager, you cannot find a job unless your last name is Patel or Singh. Most Indians are friendly, and I don’t have a problem with them. They come to Brampton because in Punjab, they have posters of Brampton in their travel agencies to be among their people. Now, the guy on the bike, lmao. Thanks, Tyler, for making the bike guy our white ambassador.
Identity Attack0.46028158
Insult0.36537176
Profanity0.20808282
Threat0.02924249
Severe Toxicity0.023223408
Moderate 0.41168427 Constructive 0.712 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Brampton has a monkey man statue, So they are monkeys? Makes sense.
Brampton has a monkey man statue, So they are monkeys? Makes sense.
Identity Attack0.049989145
Insult0.47020787
Profanity0.117874645
Threat0.006712203
Severe Toxicity0.0104522705
Moderate 0.40891263 Low Con 0.218 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.