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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: "Lol how are Indians in …" 94 comments · Page 3 of 4
Lol how are Indians in government in canada
Lol how are Indians in government in canada
Identity Attack0.39334553
Insult0.16773392
Profanity0.06145202
Threat0.006848133
Severe Toxicity0.013478675
Moderate 0.3389984 Low Con 0.198 Identity_Assertion
Nov 1, 2025 IRCC Names India in Study …
They are only reporting 8% I think its more along the lines of 20% around 200 000 or more students is what she was trying to get out of her but she shut everything down …
They are only reporting 8% I think its more along the lines of 20% around 200 000 or more students is what she was trying to get out of her but she shut everything down with they are working on it. 20% is stretch maybe but that is the severity of it and out of the 20% or what ever the final number is 8% are Indian 79 000 students non compliant or missing lol crazy.
Identity Attack0.10221587
Insult0.33154017
Profanity0.15812257
Threat0.009281937
Severe Toxicity0.008850098
Moderate 0.33338684 Constructive 0.634
Oct 8, 2025 1 likes IRCC Names India in Study …
Greasy East Indian "Zafar" forced to tell the truth about her country men! LOL Good Job Michelle R .... When Pierre get's in I'm sure he'll make you Canada's Honorable Minister of Immigration!
Greasy East Indian "Zafar" forced to tell the truth about her country men! LOL Good Job Michelle R .... When Pierre get's in I'm sure he'll make you Canada's Honorable Minister of Immigration!
Identity Attack0.34324843
Insult0.25800487
Profanity0.032894265
Threat0.009256045
Severe Toxicity0.013672344
Moderate 0.33255672 Moderate Con 0.345 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
Indian hate is so forced. They’re literally model minorities. People of a certain age just instinctively hate changing demographics compared to their childhood on principle, even the south Asian people who have lived in Canada …
Indian hate is so forced. They’re literally model minorities. People of a certain age just instinctively hate changing demographics compared to their childhood on principle, even the south Asian people who have lived in Canada for decades are scared lol
Identity Attack0.37953663
Insult0.16053712
Profanity0.057944927
Threat0.0084793
Severe Toxicity0.01159668
Moderate 0.3308965 Moderate Con 0.41 Moral_Argument
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Indians have literally developed that whole city lol. 😂😂😂😂
Indians have literally developed that whole city lol. 😂😂😂😂
Identity Attack0.37152436
Insult0.12159709
Profanity0.13873272
Threat0.01086132
Severe Toxicity0.021419114
Moderate 0.32971194 Low Con 0.188 Solidarity
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian population is about 1/3 in the UAE, but why you don't see these problems there? I would like to see what the UAE government do if these Indian try to push their Indian culture …
Indian population is about 1/3 in the UAE, but why you don't see these problems there? I would like to see what the UAE government do if these Indian try to push their Indian culture there. Lol... jail or sent home. We need real laws.
Identity Attack0.3817989
Insult0.15769513
Profanity0.06395709
Threat0.04686524
Severe Toxicity0.015867263
Moderate 0.32971194 Constructive 0.546
Sep 6, 2025 2 likes Why Canadians Are Turning Against …
The title should be Inside Europe's Indian Invasion... LOL
The title should be Inside Europe's Indian Invasion... LOL
Identity Attack0.37292135
Insult0.12702756
Profanity0.09868695
Threat0.019746035
Severe Toxicity0.020257099
Moderate 0.3286776 Low Con 0.146 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Lol , this dude travelled to spread some hatred and all he got in return is loads of food and nice treatment and left him wondering why his own people don't look after each other …
Lol , this dude travelled to spread some hatred and all he got in return is loads of food and nice treatment and left him wondering why his own people don't look after each other and Indians do! The white europeans went there and built all those churches and spread their culture, now can't stand watching someone else do that.
Identity Attack0.33352965
Insult0.15414265
Profanity0.089693464
Threat0.009903334
Severe Toxicity0.011749268
Moderate 0.3245134 Moderate Con 0.402 Moral_Argument
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
lol no fatso these are not the upper class Indians. These are farmers and other lower-class people that escape India and go to Canada. The upper-class Indians are either in India or in the US …
lol no fatso these are not the upper class Indians. These are farmers and other lower-class people that escape India and go to Canada. The upper-class Indians are either in India or in the US because that's where they go with their college degrees to make money. But Canada is very lucky to even have these people. What most people around the world do not understand is that without immigration, countries like Canada have negative population growth, and their economies would collapse. There would not be anybody to work in Tim Hortons or any service positions at anywhere near reasonable prices. Indians do not try to actively change the local culture like Muslims do which our fatso also noted and they do not go on welfare. All of them add to the economy. Which Fatso I'm sure is also doing just like them as he delivers Uber Eats or whatever it is to them as they do the more complicated work. Let's just hope the bike doesn't give in before the next delivery. The Indians need their curry delivered.
Identity Attack0.29798782
Insult0.24767025
Profanity0.08807703
Threat0.008259222
Severe Toxicity0.0125103295
Moderate 0.31825066 Constructive 0.768 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Sikh, born and raised in the US, this is an opinion I've had since this KHALISTAN stuff began. We go to Canada if we miss India, because it's basically become MINI PUNJAB LOL. …
As a Sikh, born and raised in the US, this is an opinion I've had since this KHALISTAN stuff began. We go to Canada if we miss India, because it's basically become MINI PUNJAB LOL. Another note. The Khalistan topic is all nonsense. I don't know why SO MANY CANADIAN BORN and AMERICAN BORN SIKHS support or push for this. IF YOU PLAN TO MOVE BACK TO KHALISTAN, for sure support it. Don't push an issue you would not commit to. Plus, no foreign born would comfortably move to KHALISTAN, if it existed, due to the lack of opportunities. My parents left India for the lack of opportunities (legally). They knew Punjab has no future, since the Indian nation shrunk it's state borders, and we become a LAND LOCKED state. If this LAND LOCKED COUNTRY were to be established, everything would be ridiculously expensive, and Khalistan would be lucky to become as "successful" as EXPENSIVE Switzerland. It's illogical to support Khalistan on an economic standpoint.
Identity Attack0.2823795
Insult0.24903896
Profanity0.08807703
Threat0.013269233
Severe Toxicity0.017933069
Moderate 0.3127066 Constructive 0.763 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Indians outnumber Indigenous who call themselves Indians lol . What’s the nature of that David Suzuki?
Indians outnumber Indigenous who call themselves Indians lol . What’s the nature of that David Suzuki?
Identity Attack0.36702603
Insult0.15840563
Profanity0.08064143
Threat0.008556974
Severe Toxicity0.013091337
Moderate 0.30716252 Low Con 0.273 Identity_Assertion
Feb 8, 2026 Inside Canada's Indian Invasion...
indian LOL
indian LOL
Identity Attack0.31307843
Insult0.15840563
Profanity0.1631077
Threat0.009592636
Severe Toxicity0.020515325
Moderate 0.30539915 Moderate Con 0.47
Feb 3, 2026 Inside Canada's Indian Invasion...
Lol I got rear ended before christmas by an Indian with no insurance. Now I got back pain
Lol I got rear ended before christmas by an Indian with no insurance. Now I got back pain
Identity Attack0.35948995
Insult0.12883772
Profanity0.10116278
Threat0.013631714
Severe Toxicity0.013285006
Moderate 0.30502358 Moderate Con 0.42 Personal_Narrative
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Lol more indians in vancouver now
Lol more indians in vancouver now
Identity Attack0.36873037
Insult0.09855611
Profanity0.07482228
Threat0.009411395
Severe Toxicity0.01393057
Moderate 0.3048984 Low Con 0.254
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
did you know companies get more money for hiring newly immagrated immagrants? dont believe look it up thats why timmies has all indians, they get a tax break and extra funds lol
did you know companies get more money for hiring newly immagrated immagrants? dont believe look it up thats why timmies has all indians, they get a tax break and extra funds lol
Identity Attack0.34974504
Insult0.13245803
Profanity0.04742365
Threat0.008129764
Severe Toxicity0.010299683
Moderate 0.30427247 Moderate Con 0.33 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Lol Brampton come over a bit to Belleville! There 4 to 1 here the town's locals are pushed out of work there homes its wacked. The town over the bay Picton has a Tim Hortons …
Lol Brampton come over a bit to Belleville! There 4 to 1 here the town's locals are pushed out of work there homes its wacked. The town over the bay Picton has a Tim Hortons under investigation for firing locals and only hiring east Indians. Hey I'm down for helping people in need like refugees but wene the government is putting everything and everyone before Canadians there a big F-ing problem
Identity Attack0.17925262
Insult0.17734702
Profanity0.25824076
Threat0.01052473
Severe Toxicity0.013736901
Moderate 0.30319387 Constructive 0.691 Fear_Threat
Mar 1, 2026 Inside Canada's Indian Invasion...
Dude at 9:05 is wearing a knock off Nike shirt bought at an Indian bazaar store lol
Dude at 9:05 is wearing a knock off Nike shirt bought at an Indian bazaar store lol
Identity Attack0.1294935
Insult0.086852804
Profanity0.13168186
Threat0.012492486
Severe Toxicity0.014317908
Low Tox 0.28548008 Low Con 0.253 Humor_Satire
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
The selective editing in this video is pretty interesting. I'd love to see some of the assumptions actually stress tested. 'They pay no taxes'...lol. Sure buddy. However Indians breaking the law and abusing the system …
The selective editing in this video is pretty interesting. I'd love to see some of the assumptions actually stress tested. 'They pay no taxes'...lol. Sure buddy. However Indians breaking the law and abusing the system is just Tuesday so there is probably some merit here.
Identity Attack0.2808415
Insult0.10294484
Profanity0.10023434
Threat0.013372798
Severe Toxicity0.009918213
Low Tox 0.2854733 Constructive 0.511
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Should check out the Indian invasion on the trucking industry while you're here lol
Should check out the Indian invasion on the trucking industry while you're here lol
Identity Attack0.2831485
Insult0.0811385
Profanity0.07708528
Threat0.014566151
Severe Toxicity0.013607788
Low Tox 0.2853768 Low Con 0.272 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
indians are funny. some want the indian community, and some just want to be american lol it depends on what their class/caste is really
indians are funny. some want the indian community, and some just want to be american lol it depends on what their class/caste is really
Identity Attack0.28034934
Insult0.076502606
Profanity0.12096943
Threat0.008789998
Severe Toxicity0.010375977
Low Tox 0.2648175 Moderate Con 0.317 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
lol the Indian lady is legit protecting Indians.
lol the Indian lady is legit protecting Indians.
Identity Attack0.28034934
Insult0.07396803
Profanity0.07805514
Threat0.010058682
Severe Toxicity0.01159668
Low Tox 0.26293078 Low Con 0.279 Meta_Commentary
Dec 2, 2025 1 likes IRCC Names India in Study …
After living here for 5 decades, their back home is still Indian lol
After living here for 5 decades, their back home is still Indian lol
Identity Attack0.28034934
Insult0.076502606
Profanity0.07934829
Threat0.0078449575
Severe Toxicity0.0119018555
Low Tox 0.26104406 Moderate Con 0.356 Identity_Assertion
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
*Not a single day for cash* Dude striaght bs, 7 years ago , people with student visa cant work legally. So how is he getting paid ?? Remity rupee back to india? Lol Also, you …
*Not a single day for cash* Dude striaght bs, 7 years ago , people with student visa cant work legally. So how is he getting paid ?? Remity rupee back to india? Lol Also, you came as a international student and knowingly u cant afford the tuition. Its clearly u didnt care about going to school and used it as a gate way to canada. You dont go aboard studying for a better life in that country. U study abroad to either bring back new knowledge to your country or to full fill a requirements for a job back home.. The most common one is the opportunity to have a degree from a well known school for family braging rights and take over family bussiness. Which bring us back to, studying aboard is strictly for wealthy families no matter where u live . Imagine a candian going to london or europe we would pay just as much plus conversion rate. So for indians like him self, studying aboard paying 8 k cad per course shojdl be impossible. Only a super wealthy family can afford that in india or canada .
Identity Attack0.055673428
Insult0.15982662
Profanity0.12096943
Threat0.0077672824
Severe Toxicity0.008811951
Low Tox 0.25084448 Moderate Con 0.49 Unverified_Claim
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Inside Canada’s Indian Invasion- Bro, you’re about 40 years too late, lol.
Inside Canada’s Indian Invasion- Bro, you’re about 40 years too late, lol.
Identity Attack0.23922618
Insult0.08508729
Profanity0.023379711
Threat0.008103873
Severe Toxicity0.007247925
Low Tox 0.24924077 Low Con 0.231 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
there are 10 indian "students" living next door in a single family dwelling of 3 bedrooms. they share 3 cars and do uber eats delivery (and or other food delivery) around the clock -- reason …
there are 10 indian "students" living next door in a single family dwelling of 3 bedrooms. they share 3 cars and do uber eats delivery (and or other food delivery) around the clock -- reason i know this is because they often pull into my drive way during ungodly hours for extended period of time and triggers my surveilance camera (aimed only at my drive way set to trigger more during night times for movements and noise), since they just park there, and blast music so loud 100 feet radius ground is shaking, the surveillance cam picks up their shift change all the time. i did try to go over twice to voice my concern, and guess what, they either dont speak english or pretend to not speak english. ok i guess. and the reason they park on my drive way is because, well, they dont shovel theirs. lol. so its easier to just use my drive way and walk to their side door. but hey i mean good for them for making a living. but its just weird and disrespectful. and i have to worry about salting my own fking drive way because if they fall, they can sue the shit out of me and i cant complain about their trespassing. bless the canadian law. so i guess for me. they dont bug me, except the fact they just use my drive way because its convenient for them, and the blasting of music middle of the night. lol also i stopped going to tim hortons a few years ago after a few consecutive diarrhea immediately after morning coffee visits. good times
Identity Attack0.23770751
Insult0.089778624
Profanity0.069969244
Threat0.019573374
Severe Toxicity0.009994507
Low Tox 0.23812068 Constructive 0.68 Personal_Narrative
Jan 28, 2026 2 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.