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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "i was so enjoying this …" 110 comments · Page 1 of 5
Indians = somewhat uncomfortable and a bit weird but enjoyable and can be fun Muslim indians = burn the whole fcuking building Heck burn the entire fcuking city its too late man
Indians = somewhat uncomfortable and a bit weird but enjoyable and can be fun Muslim indians = burn the whole fcuking building Heck burn the entire fcuking city its too late man
Identity Attack0.7895903
Insult0.67735565
Profanity0.73341435
Threat0.5940531
Severe Toxicity0.61260825
Toxic 0.9029226 Moderate Con 0.327 Identity Attack Insult Threat Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
0:12 Nepal just forced a change in government. So are they Indian or Nepali? But I do hope it's televised when they try this man and arrest him or we finally get to watch his …
0:12 Nepal just forced a change in government. So are they Indian or Nepali? But I do hope it's televised when they try this man and arrest him or we finally get to watch his get the ahh whooping he deserves. Bro does 3 videos on real journalism exposes real issues but runs back to his roots. RACISM 😂😂😂😂😂😂. I couldn't imagine flying around the world can't possibly be enjoying yourself cause he is too busy doing rat shit. And bothering people trying to assimilate into the country. But because a few are causing issues we have to make it look 👀👀 like it's bigger so the big guy can do some more of that negotiating he been doing. Everywhere he goes bullshit follows 😡😡😡
Identity Attack0.50515443
Insult0.5130944
Profanity0.46460027
Threat0.3203622
Severe Toxicity0.35368225
Moderate 0.6744087 Moderate Con 0.438 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks for Covering the BULLSHIT silent invasion of Canada man. I live in the west BC and its just as bad over here. None of the youth can get their 1st job and start working …
Thanks for Covering the BULLSHIT silent invasion of Canada man. I live in the west BC and its just as bad over here. None of the youth can get their 1st job and start working for thw first time because all new begginer entry lvl jobs are taken by all the east indians and other foriegm worker bs. It needs to change, something needs tohappen before it to late, tbh it already feels to late theyve been slowly but steady moving all of India/chyna over and taken over Canada. It feels very weird being a white person walking around your own country getting weird angry looks when you go to a specific area or neighborhood. Its just Wrong it shouldnt be like that. Dont come into our fucking country and try n turn it into your old shithole one, you Follow OUR COUNTRYs rules and laws. Smh. Canada so cooked. Love your work Tyler keep up to good stuff. Hope you enjoyed the way while you were here.
Identity Attack0.4482637
Insult0.5130944
Profanity0.5865656
Threat0.023889944
Severe Toxicity0.23225145
Moderate 0.6544696 Constructive 0.713 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I …
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I used to enjoy jamcan ❤ Videos But it's not only sharing Fatigue and other videos But also hate on religion Just like that idiot @Reality fake Alex Quite disgusting to see him speaking Like the other guy Kachina Your aim is not to promote fatigue only or some insane stupid things done by people Just to promote hate on other religions Just like many missionaries would do Don't assume you guys to be very perfect , Look at his speech Come to Canada ,learn culture Adopt, Talks like 💩💩💩 Of course we have follow the rules Respect the people If we can't each other At least don't Trouble others Do your promotion somewhere
Identity Attack0.38246045
Insult0.5678696
Profanity0.37503055
Threat0.100830056
Severe Toxicity0.21902075
Moderate 0.5559701 Constructive 0.548 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Moslems moving to the west to enjoy our freedoms, only to try to convert us and implement sharia law - to destroy our nations like the ones they just fled from. If sharia law is …
Moslems moving to the west to enjoy our freedoms, only to try to convert us and implement sharia law - to destroy our nations like the ones they just fled from. If sharia law is so great, stay in your Arab countries and get tf out of ours
Identity Attack0.6007182
Insult0.40698266
Profanity0.33453682
Threat0.09776353
Severe Toxicity0.18232453
Moderate 0.54823303 Moderate Con 0.304 Identity Attack
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I’m from India. It’s filthy, crowded, corrupt and hectic chaos. I can’t imagine anyone going there to enjoy themselves.
I’m from India. It’s filthy, crowded, corrupt and hectic chaos. I can’t imagine anyone going there to enjoy themselves.
Identity Attack0.48990932
Insult0.47384647
Profanity0.22663295
Threat0.012285355
Severe Toxicity0.023176458
Moderate 0.47886392 Moderate Con 0.437 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudeau sold the country and now he is rich and off duty enjoying having screwed every real canadian
Trudeau sold the country and now he is rich and off duty enjoying having screwed every real canadian
Identity Attack0.27778897
Insult0.47384647
Profanity0.33258784
Threat0.033386398
Severe Toxicity0.023106033
Moderate 0.47886392 Low Con 0.273 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
bruh i just watched your flat earth video and the alien stuff and now you upload SICK. ps i am just enjoying the silliness and real reporting
bruh i just watched your flat earth video and the alien stuff and now you upload SICK. ps i am just enjoying the silliness and real reporting
Identity Attack0.084182754
Insult0.4302003
Profanity0.20375896
Threat0.01508414
Severe Toxicity0.023076924
Moderate 0.47772613 Low Con 0.224
Jan 27, 2026 Inside Canada's Indian Invasion...
Punj** these left cast!iest religion and found new, but its effects and ideology is still carried, when such beliefs enter your mind and body, extreme selfishness, corruption, no care for others, extreme pride, these things …
Punj** these left cast!iest religion and found new, but its effects and ideology is still carried, when such beliefs enter your mind and body, extreme selfishness, corruption, no care for others, extreme pride, these things happen dru* 💊 extortion, how come so many let inside without doing proper police checks, what is happening in this country, as one MP said Rwanda is much safer than 🇨🇦 Punj* and casti est faith will bring no good to any community or Nation Why follow rules when you have no beliefs, so enjoy this life do what ever to make you happy, why care about others, beliefs reincarnation, anyway i am gonna be ant insect or animal when i die, what would such beliefs bring ? This is what extreme selfishness corruption....
Identity Attack0.46028158
Insult0.47273466
Profanity0.39409557
Threat0.34804323
Severe Toxicity0.35368225
Moderate 0.47119883 Moderate Con 0.444 Unverified_Claim
Feb 11, 2026 Inside Canada's Indian Invasion...
2:30 at this point he is just rage baiting and i also fall for this, when the guy said punjab next shot you get this dirtiest street i mean point are you making here all …
2:30 at this point he is just rage baiting and i also fall for this, when the guy said punjab next shot you get this dirtiest street i mean point are you making here all of punjab look like this, with that logic i can show you probably dirtier steet than this in Toronto. first he made poop festival video which are unknown from 99.99% of indian and painted as it is celebrated like holi and Diwali, i can also give the weirdest festival around the global that you never imagined and why did he made video about poop tasting and throwing festival that are celebrated in texas because he wil not get the clout, there are hundreds of thousands of video about white guy pooping on road,street and randomly showed up at seven 11 store pooped and left, and we love you canada so much why millions of Canadian come india for health checkup and medical treatment. Whites are born hypocrites for centuries they colonies india and other part of world snatch their resources for themselves that time they were enjoying and now other peoples came their country and contributing to their economy for that they are crying
Identity Attack0.29798782
Insult0.36798462
Profanity0.2980872
Threat0.146441
Severe Toxicity0.16960317
Moderate 0.47119883 Constructive 0.519 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
our parents escaped these, 2day our turn to imitate them and go to find our promised land or call that one our and then, oppose to these manerless parasits or let our brothers and sisters …
our parents escaped these, 2day our turn to imitate them and go to find our promised land or call that one our and then, oppose to these manerless parasits or let our brothers and sisters enjoy their eldorado, poor of them indian lands colons descendants blocking us, today we dont feel 2b home, Karmik 😂
Identity Attack0.48915586
Insult0.48627716
Profanity0.2761231
Threat0.11002964
Severe Toxicity0.12546301
Moderate 0.46982017 Moderate Con 0.304 Personal_Narrative
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
You all in Ontario and Quebec enjoy your new invasion. Alberta is out of this hell.
You all in Ontario and Quebec enjoy your new invasion. Alberta is out of this hell.
Identity Attack0.25817248
Insult0.40243408
Profanity0.3547165
Threat0.0116639575
Severe Toxicity0.023076924
Moderate 0.46186632 Low Con 0.284 Fear_Threat
Jan 4, 2026 New rules, regulations take effect …
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 …
At surface level, people can call it what it is, but the reality is the western woman doesn’t have sex anymore and if she does, she bears no children the nuclear family has been destroyed, …
At surface level, people can call it what it is, but the reality is the western woman doesn’t have sex anymore and if she does, she bears no children the nuclear family has been destroyed, so we’re being replaced by people that actually enjoy having families not left-wing parasites as a Canadian, who was born here I regret that we have fallen, but it’s the reality western women don’t have kids anymore It’s all about them.
Identity Attack0.38223284
Insult0.46774593
Profanity0.17706433
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.43965456 Moderate Con 0.458 Fear_Threat
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
CANADA IS TO LATE SHOULD YOU WAKE UP 10 YEARS AGO, TO LATE NOW, YOU DIDN'T WANT HUNGARIAN, AND BULGARIAN PEOPLE, SERBIAN, CROATIAN PEOPLE, NOW YOU HAVE INDIANS, ENJOY YOUR NEW DEMOGRAFIC, YOU DESERVE IT, …
CANADA IS TO LATE SHOULD YOU WAKE UP 10 YEARS AGO, TO LATE NOW, YOU DIDN'T WANT HUNGARIAN, AND BULGARIAN PEOPLE, SERBIAN, CROATIAN PEOPLE, NOW YOU HAVE INDIANS, ENJOY YOUR NEW DEMOGRAFIC, YOU DESERVE IT, YOU DIDN'T LIKE US....
Identity Attack0.50917345
Insult0.28586254
Profanity0.03389629
Threat0.01238892
Severe Toxicity0.023076924
Moderate 0.43720075 Low Con 0.194 Identity Attack Fear_Threat
Sep 9, 2025 2 likes Why Canadians Are Turning Against …
The guy with the bicycle is so racist and you laughing and enjoying what he says shows a lot.
The guy with the bicycle is so racist and you laughing and enjoying what he says shows a lot.
Identity Attack0.23922618
Insult0.4339631
Profanity0.06044999
Threat0.008103873
Severe Toxicity0.013801457
Moderate 0.4269174 Low Con 0.249 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Damn really good video. I enjoyed it alot.
Damn really good video. I enjoyed it alot.
Identity Attack0.021987455
Insult0.097093195
Profanity0.541926
Threat0.0103175985
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.486 Meta_Commentary
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Imagine getting replaced by people whose whole "culture" revolves around eating 💩. Cucknadians are too nice. Enjoy your kindness ❤
Imagine getting replaced by people whose whole "culture" revolves around eating 💩. Cucknadians are too nice. Enjoy your kindness ❤
Identity Attack0.2869935
Insult0.36798462
Profanity0.38845423
Threat0.012026439
Severe Toxicity0.023505108
Moderate 0.4269174 Low Con 0.259 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc. They can speak their language amongst …
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc. They can speak their language amongst themselves and enjoy their culture at home. The guy with the bike is disgusting with his comments about people from Africa. A few bad people don't describe an entire race. One of the dumbest things a person can do is bring a weapon with them unless they are trained on how to use it. Meeting a human smuggler is dangerous and stupid.
Identity Attack0.2308735
Insult0.47020787
Profanity0.16217725
Threat0.04098356
Severe Toxicity0.017610285
Moderate 0.4014846 Constructive 0.71 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Lol conservative has been saying that but liberals and their sheeps enjoyed massive immigration
Lol conservative has been saying that but liberals and their sheeps enjoyed massive immigration
Identity Attack0.2783691
Insult0.40975618
Profanity0.17241211
Threat0.009851551
Severe Toxicity0.01644827
Moderate 0.39842087 Low Con 0.244 Identity_Assertion
Jan 19, 2026 4 likes Why Canada’s immigration system has …
Immigrants do hard work to maintain their families:Native people don’t like to work during weekends and public holidays , they are little bit lazy and prefer to enjoy their life, on the other hand they …
Immigrants do hard work to maintain their families:Native people don’t like to work during weekends and public holidays , they are little bit lazy and prefer to enjoy their life, on the other hand they are Blaming others,
Identity Attack0.38826546
Insult0.36798462
Profanity0.056441884
Threat0.0075083673
Severe Toxicity0.012207031
Moderate 0.3811502 Constructive 0.512 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
If you voted Liberal in the last election, congratulations. I hope you are enjoying the suffering that you have prolonged on the rest of us. Don't bloody complain.
If you voted Liberal in the last election, congratulations. I hope you are enjoying the suffering that you have prolonged on the rest of us. Don't bloody complain.
Identity Attack0.056582913
Insult0.34203702
Profanity0.17008601
Threat0.13751452
Severe Toxicity0.016319158
Moderate 0.37751234 Moderate Con 0.485
Aug 26, 2025 Why Canadians Are Turning Against …
European terrorists and colonizers took over the land and businesses of Indigenous Canadians. For years, they have enjoyed a life of leisure and luxury by selling the resources of this country. But now they are …
European terrorists and colonizers took over the land and businesses of Indigenous Canadians. For years, they have enjoyed a life of leisure and luxury by selling the resources of this country. But now they are unable to do so anymore, so they are targeting immigrants from other continents because they are jealous of their progress and cannot compete with their hard work and honesty. These European terrorist colonizers will never change.
Identity Attack0.3817989
Insult0.3416952
Profanity0.024951037
Threat0.011560392
Severe Toxicity0.01302678
Moderate 0.37751234 Moderate Con 0.422 Moral_Argument
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Thank you for doing this video, Canada should be the best country in the world. Canada is arguably the best place on Earth geographically, but just like every government in the world right now, isn't …
Thank you for doing this video, Canada should be the best country in the world. Canada is arguably the best place on Earth geographically, but just like every government in the world right now, isn't handing anything appropriately or even objectively being managed in a sensible way. however, you saying "greatest country in the world" instead of "USA" every time, is probably why people think you're racist and mocking other societies. I defended your India poop video because it was clear you weren't saying that all Indians live in filth like people claimed you were. But again, referencing the US as the best or greatest is just condescending and portentous. Now I'm not your Dad, say and do whatever you want, I'm still enjoying the content. Just saying being more humble and remembering the many problems the US has and how many self-inflicted 3rd world issues it places on itself, would be wise.
Identity Attack0.29035977
Insult0.36798462
Profanity0.2366394
Threat0.010472948
Severe Toxicity0.023076924
Moderate 0.37694603 Constructive 0.798 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Reality will kick in very hard for these racist when they have to pay tution fee, because currently they'll are enjoying free eduction due to hefty fee paid by poor Indians in canada's colleges. Go …
Reality will kick in very hard for these racist when they have to pay tution fee, because currently they'll are enjoying free eduction due to hefty fee paid by poor Indians in canada's colleges. Go to CRA and ask which community contributes financially through taxes. Go to CSIS and ask about involvement of Indian community involved in crimes. Go and check the streets of your metropolitans, which community is involved in selling and consuming drugs. You won't find Indians selling drugs, but you'll certainly find canadian zombies in the streets. You know why you always target Indians for earning revenue from youtube, because Indians are calm and peace loving. They keep cool when they saw fools and goons, who're frustrated from their own. Grow up and start raising questions against trump, who wants to occupy your whole country! But i'm sure, you won't show the darkside of your racist communities who only cares of themselves(Individual, not the community), you won't show how trump is threatening to canada's sovereignty, you wont show the behaviours of canadians and americans, because you won't get views and if you won't get views, then how would earn and pay the emi. Wake up, smell the coffee and focus on real threat. And for canada future, do something to neutralize the threat or surrender and become the hypocrite 51st state!!
Identity Attack0.3817989
Insult0.32682732
Profanity0.03915693
Threat0.03235042
Severe Toxicity0.01412424
Moderate 0.37458646 Moderate Con 0.455 Policy_Critique
Jan 27, 2026 1 likes 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.