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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

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Active: "Lol this dude is a …" 20 comments
This smuggler isn’t even speaking Punjabi, it’s all Hindi pretending to be a punjabi person lol. Even got you to meet up at a gurdwara so he has cover. Anyone that’s originally from Punjab wouldn’t …
This smuggler isn’t even speaking Punjabi, it’s all Hindi pretending to be a punjabi person lol. Even got you to meet up at a gurdwara so he has cover. Anyone that’s originally from Punjab wouldn’t be speaking Hindi when trying to translate it, dudes a scumbag
Identity Attack0.36942887
Insult0.6677319
Profanity0.4170448
Threat0.033386398
Severe Toxicity0.20067264
Moderate 0.6426206 Moderate Con 0.336 Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Damm I had to google what dude was talking about on Africa he was not wrong at all lol wtf
Damm I had to google what dude was talking about on Africa he was not wrong at all lol wtf
Identity Attack0.21668483
Insult0.30797598
Profanity0.58072567
Threat0.011249693
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.38 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
5:13 “I love dudes honestly”. I’m as racist as the next guy. SAME BRO SAME. IF IT LOOKS LIKE A DUCK AND WALKS LIKE A DUCK… it’s a duck. Don’t wait for it to fing …
5:13 “I love dudes honestly”. I’m as racist as the next guy. SAME BRO SAME. IF IT LOOKS LIKE A DUCK AND WALKS LIKE A DUCK… it’s a duck. Don’t wait for it to fing quack lol
Identity Attack0.3817989
Insult0.4339631
Profanity0.29209393
Threat0.091630474
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.356
Jan 27, 2026 12 likes Inside Canada's Indian Invasion...
The dude on the bike is hilarious lol Saying bellow 70 sub saharans arw bellow down syndrome ppl is crazy work
The dude on the bike is hilarious lol Saying bellow 70 sub saharans arw bellow down syndrome ppl is crazy work
Identity Attack0.42615733
Insult0.40698266
Profanity0.25458565
Threat0.016292779
Severe Toxicity0.023317307
Moderate 0.43720075 Low Con 0.239
Jan 27, 2026 Inside Canada's Indian Invasion...
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about …
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about an American education system would compare to say the local village school in rural Kenya? Do you think something like that would play a part in iq level? Some of you need to get your own checked I swear. 35% of Kenyans live under the FOOD poverty standard. 18.3 million people live under the food poverty line in the United States (13%> of US population) 18.5 million live under the food poverty line in Kenya. The population of Kenya is around 53 million. That’s just over 1/7 of the US population. Do you think that maybe plays a part? That’s only one country, we can keep going, if you crunch the numbers on the whole continent it’s so obvious that you’d have to be .. low iq not to see it lol.
Identity Attack0.37082586
Insult0.4125297
Profanity0.07223598
Threat0.009281937
Severe Toxicity0.018707745
Moderate 0.4014846 Moderate Con 0.48
Jan 27, 2026 Inside Canada's Indian Invasion...
"this is basically our God" random hindu talking about hanuman even as a white dude I know hanuman is not even close to the hindu God, not even part of the trinity, basically a heroic …
"this is basically our God" random hindu talking about hanuman even as a white dude I know hanuman is not even close to the hindu God, not even part of the trinity, basically a heroic servant lol
Identity Attack0.46028158
Insult0.25007802
Profanity0.20808282
Threat0.025443908
Severe Toxicity0.023076924
Moderate 0.39915034 Moderate Con 0.323
Jan 27, 2026 Inside Canada's Indian Invasion...
dude in front of the store smokin cigarette is thankful for their slave wages lol
dude in front of the store smokin cigarette is thankful for their slave wages lol
Identity Attack0.27662867
Insult0.24928534
Profanity0.18049006
Threat0.019918699
Severe Toxicity0.023076924
Moderate 0.38601747 Low Con 0.255 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
bike dude is diabolical lol
bike dude is diabolical lol
Identity Attack0.035847444
Insult0.32211447
Profanity0.26607355
Threat0.010447056
Severe Toxicity0.017287504
Moderate 0.37751234 Moderate Con 0.34 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude with the vest is BASED ASF lol
Dude with the vest is BASED ASF lol
Identity Attack0.025806036
Insult0.13607834
Profanity0.3194067
Threat0.009696201
Severe Toxicity0.023076924
Moderate 0.3308965 Low Con 0.27 Meta_Commentary
Jan 27, 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 1:01 dude in tanktop and black hat is homeless ? at least the shelter feeds him well..
lol 1:01 dude in tanktop and black hat is homeless ? at least the shelter feeds him well..
Identity Attack0.1232452
Insult0.10587067
Profanity0.10116278
Threat0.019746035
Severe Toxicity0.014705247
Moderate 0.30502358 Moderate Con 0.421 Humor_Satire
Dec 21, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
*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)
This dude is using the Sub Sahara IQ quote. Yea, that’s not racist. Lol😂
This dude is using the Sub Sahara IQ quote. Yea, that’s not racist. Lol😂
Identity Attack0.16801116
Insult0.07840354
Profanity0.059447967
Threat0.008013252
Severe Toxicity0.008087158
Low Tox 0.24282593 Low Con 0.124 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i …
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i dont see indians causing acidents i see other ethencities driving wild from increased traffic but theres a sign near Toronto ``all roads lead to Bramton inst it a fact the roads in canada are all conected to brampton . but every ethenicity throughout the years has run brampton look at populations from the past its a brampton thing, only drivers have issues with are intiled people the wealthy in brampton drive way too fast ! not any others its simple people got to drive slower thats all especialy morning traffic they go nuts. the people born in canada are being too agressive as they drive thats what i have seen ! new drivers are making too many mistakes and experienced drivers are driving any ways they want thats the issues ! Cool video dude .....
Identity Attack0.10699738
Insult0.10148193
Profanity0.043415543
Threat0.009696201
Severe Toxicity0.008354187
Low Tox 0.23415339 Constructive 0.692 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
oh no, look at that statue. Cambodia took the right action. West allowed you in, not these statues. Lol, one months of stay (dude,it is one month), because his brother is staying here , but …
oh no, look at that statue. Cambodia took the right action. West allowed you in, not these statues. Lol, one months of stay (dude,it is one month), because his brother is staying here , but he would have sold everything in his homeland to come and settle in Canada, and he will start with a visit visa for one months, lol. Slowly breaking into settling down here. Most of these statue lovers, talk about love for their homeland, but they all want to leave their homeland and want to come settle in one of these Western, Christian countries. If you are patriotic , why do you even want to come and settle in Western Christian countries? because deep within they know Christian countries are blessed. I have heard, when they go visit their homeland, they feel so proud telling their locals that they are settled in one of these Western countries and are not locals like them. Double standards of patriotism.
Identity Attack0.03894114
Insult0.07840354
Profanity0.041912504
Threat0.008181547
Severe Toxicity0.004558563
Low Tox 0.16331999 Moderate Con 0.496 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
Lol seedy little motel Pierre right behind a mosque. This dude got close to my area.😅
Lol seedy little motel Pierre right behind a mosque. This dude got close to my area.😅
Identity Attack0.1015541
Insult0.03710241
Profanity0.025634222
Threat0.008440462
Severe Toxicity0.004787445
Low Tox 0.15103401 Moderate Con 0.361 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
dude Sikh's are one of the most awesome people lol
dude Sikh's are one of the most awesome people lol
Identity Attack0.06249457
Insult0.031807642
Profanity0.08096472
Threat0.011482717
Severe Toxicity0.007820129
Low Tox 0.1373533 Moderate Con 0.424 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude on the bike says it all lol and him on a bike tells it all . Looks like he just got off his training wheels lol
Dude on the bike says it all lol and him on a bike tells it all . Looks like he just got off his training wheels lol
Identity Attack0.006178642
Insult0.05262003
Profanity0.039657943
Threat0.008686432
Severe Toxicity0.0037193298
Low Tox 0.13388206 Moderate Con 0.338 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
lol the dude on the bike is based 😂
lol the dude on the bike is based 😂
Identity Attack0.006881601
Insult0.029163294
Profanity0.035649836
Threat0.009048914
Severe Toxicity0.0035858154
Low Tox 0.09958932 Low Con 0.266 Humor_Satire
Jan 27, 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.