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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: "But you didnt do any …" 68 comments · Page 2 of 3
Yall hating on the bike guy because he didnt tell a single lie
Yall hating on the bike guy because he didnt tell a single lie
Identity Attack0.05794714
Insult0.15698463
Profanity0.14313951
Threat0.01119791
Severe Toxicity0.013607788
Moderate 0.36095104 Low Con 0.274 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Ppl w such mindset can t'over the world just by nos ? You forget .. who will gv you $ ? No money = no food = death = gaza now. Guess you didnt factor …
Ppl w such mindset can t'over the world just by nos ? You forget .. who will gv you $ ? No money = no food = death = gaza now. Guess you didnt factor this .. hehe
Identity Attack0.19100772
Insult0.17361937
Profanity0.09001675
Threat0.16067244
Severe Toxicity0.022064678
Moderate 0.3389984 Low Con 0.273
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Fun fact the whites didnt come from here either.
Fun fact the whites didnt come from here either.
Identity Attack0.41222036
Insult0.08558089
Profanity0.097129054
Threat0.0101363575
Severe Toxicity0.015350811
Moderate 0.3389984 Low Con 0.165 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude this was so risky meetint up with that guy bro im honestly thanking god you didnt get mugged by some down bad punjabi dude
Dude this was so risky meetint up with that guy bro im honestly thanking god you didnt get mugged by some down bad punjabi dude
Identity Attack0.23998553
Insult0.18977246
Profanity0.20916378
Threat0.056563694
Severe Toxicity0.020515325
Moderate 0.33836752 Moderate Con 0.426 Fear_Threat
Feb 14, 2026 Inside Canada's Indian Invasion...
Im surprised you didnt bump into pierre poilivre, that dude surrounds himself in turbins. Especially the khalistanis.
Im surprised you didnt bump into pierre poilivre, that dude surrounds himself in turbins. Especially the khalistanis.
Identity Attack0.23694818
Insult0.14512913
Profanity0.08581402
Threat0.38377953
Severe Toxicity0.02296847
Moderate 0.3375374 Low Con 0.222 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I wonder what the real natives feel when the so called local becomes the majority. The difference between "local" and Indian immigrants is that indians didnt k*ll the natives.
I wonder what the real natives feel when the so called local becomes the majority. The difference between "local" and Indian immigrants is that indians didnt k*ll the natives.
Identity Attack0.3817989
Insult0.13245803
Profanity0.19278693
Threat0.13815513
Severe Toxicity0.01806218
Moderate 0.32764325 Moderate Con 0.462 Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Most of them are South Asians but they are Canadians, not indians. Just like you are caucassian and Canadian, white people also originally didnt exist in this land. This video screams racism. Almost all of …
Most of them are South Asians but they are Canadians, not indians. Just like you are caucassian and Canadian, white people also originally didnt exist in this land. This video screams racism. Almost all of the people you see are legal immigrants , the government gives half a million PRs every year.
Identity Attack0.3802808
Insult0.11616662
Profanity0.022013342
Threat0.006686311
Severe Toxicity0.008049011
Moderate 0.30716252 Constructive 0.517
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Its almost like the countries they come from are a mess for a reason... if i didnt know better of course.
Its almost like the countries they come from are a mess for a reason... if i didnt know better of course.
Identity Attack0.2816105
Insult0.15911613
Profanity0.075792134
Threat0.007922632
Severe Toxicity0.009422302
Low Tox 0.2854835 Low Con 0.24
Sep 16, 2025 2 likes Why Canadians Are Turning Against …
The guy on the bike with the perfectly regurgitated IQ talking points on Africans🤦🏾‍♀️ Notice that he didnt have any actual reasons why the people are afraid. Just BS things he's heard about the people, …
The guy on the bike with the perfectly regurgitated IQ talking points on Africans🤦🏾‍♀️ Notice that he didnt have any actual reasons why the people are afraid. Just BS things he's heard about the people, not actual incidents. Smh...
Identity Attack0.2700233
Insult0.16853803
Profanity0.16264248
Threat0.008582866
Severe Toxicity0.010986328
Low Tox 0.28548008 Moderate Con 0.342 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Surprised YT didnt put a context box on this telling me how replacement theory is just nonsense conspiracy theory.
Surprised YT didnt put a context box on this telling me how replacement theory is just nonsense conspiracy theory.
Identity Attack0.011765319
Insult0.20901857
Profanity0.091633186
Threat0.0074436385
Severe Toxicity0.004234314
Low Tox 0.2853768 Low Con 0.162
Jan 27, 2026 Inside Canada's Indian Invasion...
Didnt some Indian truck driver run a stop sign, hit a bus carrying a junior hockey team and killed 16 people? And he only got 8 years?
Didnt some Indian truck driver run a stop sign, hit a bus carrying a junior hockey team and killed 16 people? And he only got 8 years?
Identity Attack0.23011416
Insult0.06858205
Profanity0.02973333
Threat0.2836219
Severe Toxicity0.015996376
Low Tox 0.2820025 Moderate Con 0.383
Jan 27, 2026 151 likes Inside Canada's Indian Invasion...
Trump mad we didnt want to be the 51st state
Trump mad we didnt want to be the 51st state
Identity Attack0.00063132617
Insult0.26177922
Profanity0.00032497666
Threat0.00014766616
Severe Toxicity0.0000035599783
Low Tox 0.27056938
Dec 8, 2025 2 likes
They didn't put you at gunpoint to leave brampton, you just didnt want to live near them... The fact is you don't like their presence because they are from a poor country. Classic prejudice.
They didn't put you at gunpoint to leave brampton, you just didnt want to live near them... The fact is you don't like their presence because they are from a poor country. Classic prejudice.
Identity Attack0.22707681
Insult0.15485314
Profanity0.016479544
Threat0.0104988385
Severe Toxicity0.0064468384
Low Tox 0.26859093 Moderate Con 0.496 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian citizens cant even properly defend themselves against an intruder in their own home. This is the same government who didnt allow us to visit our sick family members. You think they care about us.
Canadian citizens cant even properly defend themselves against an intruder in their own home. This is the same government who didnt allow us to visit our sick family members. You think they care about us.
Identity Attack0.10221587
Insult0.24287975
Profanity0.019075647
Threat0.007793174
Severe Toxicity0.0050354004
Low Tox 0.2648175 Moderate Con 0.436 Policy_Critique
Feb 18, 2026 14 likes Canadian immigration officers investigating hundreds …
GOOD!!!! Stop the insanity!! I have been trying for 2 years to get my son (Canadian citizen) and my fiancee up here!! She was denied once because I didnt supply a return ticket in the …
GOOD!!!! Stop the insanity!! I have been trying for 2 years to get my son (Canadian citizen) and my fiancee up here!! She was denied once because I didnt supply a return ticket in the app!! Number 1..my son is a citizen of this country!! I won't shed tears for non-Canadians..sorry!! Close the doors unless there is a direct LINK to Canada! FYI..took 19 months to get my son's citizenship! 18 months!! I had to go through the EXACT same process as everyone who has ZERO connection to this country other than the thought of free money!! Maybe I need to move to Quebec? My fiancee speaks English, French, Spanish AND Italian but still....not admissible! Wrong colour or religion I guess!
Identity Attack0.10221587
Insult0.16989174
Profanity0.032643758
Threat0.009204263
Severe Toxicity0.007209778
Low Tox 0.2553839 Constructive 0.751
Nov 25, 2025 Quebec Ends Economic Immigration Program …
*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)
ah this makes me want to get immersed in brampton, i didnt see ANY indians when i was tehre a 4 years ago
ah this makes me want to get immersed in brampton, i didnt see ANY indians when i was tehre a 4 years ago
Identity Attack0.28034934
Insult0.060752302
Profanity0.08096472
Threat0.010913103
Severe Toxicity0.009689331
Low Tox 0.23812068 Moderate Con 0.434 Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Hmmm, come to Canada from your 3rd world country and we will give your family a one time payment of $50,000. More money than you have ever seen in your life time. Literally like winning …
Hmmm, come to Canada from your 3rd world country and we will give your family a one time payment of $50,000. More money than you have ever seen in your life time. Literally like winning the lottery. No wonder all these border jumpers are clambering here. I mean if, say Switzerland, was offering you, yes you, a cheque for $50k to come live in their country wouldnt you take it if you didnt have much here in Canada? Like didnt own property, didnt have a great job, etc etc. Of course you would.
Identity Attack0.18235919
Insult0.09270445
Profanity0.02119352
Threat0.007598988
Severe Toxicity0.0073242188
Low Tox 0.2359567 Moderate Con 0.353
Dec 21, 2017 18 likes How much do refugees and …
Tubby cop got mad because he didnt get food first XDD
Tubby cop got mad because he didnt get food first XDD
Identity Attack0.016862517
Insult0.06921569
Profanity0.10425757
Threat0.011094344
Severe Toxicity0.0077438354
Low Tox 0.22043827 Low Con 0.275 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
As a white canadien im not gonna feel guilty for something i didnt do to oppress that was never slave sorry but not sorry that lady is my hero
As a white canadien im not gonna feel guilty for something i didnt do to oppress that was never slave sorry but not sorry that lady is my hero
Identity Attack0.21075934
Insult0.04442204
Profanity0.033144772
Threat0.010084574
Severe Toxicity0.0064849854
Low Tox 0.20312156 Moderate Con 0.496
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Buy Canadian???....whats Canadian anymore? Like SING HORTONS???? CANADA STRONG??? FOR WHOM???....IMMIGRANTS????? FOOD PROGRAM PERMANENT???...CANADA DIDNT NEED IT 11 YEARS AGO!!!!.......
Buy Canadian???....whats Canadian anymore? Like SING HORTONS???? CANADA STRONG??? FOR WHOM???....IMMIGRANTS????? FOOD PROGRAM PERMANENT???...CANADA DIDNT NEED IT 11 YEARS AGO!!!!.......
Identity Attack0.14019285
Insult0.045593183
Profanity0.0127561875
Threat0.00713294
Severe Toxicity0.005340576
Low Tox 0.19219314 Low Con 0.204 Policy_Critique
Jan 26, 2026 Canada’s new rules in 2026
It took ME 4 degrees.(12 YEARS IN UNIVERSITY) and additional learning french for 2 years... to apply and 4 years later look into citizenship. That is 16 years... now is.. no proof... just . Be …
It took ME 4 degrees.(12 YEARS IN UNIVERSITY) and additional learning french for 2 years... to apply and 4 years later look into citizenship. That is 16 years... now is.. no proof... just . Be a jr. High student.. and bring 10's of family members. .. I didnt bring anyone..... ITS MADNESS WHAT IS GOONG ON!!!
Identity Attack0.0052906936
Insult0.0836065
Profanity0.041160982
Threat0.006874025
Severe Toxicity0.0033569336
Low Tox 0.18364124 Constructive 0.524
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
When i was in Vancouver 1993, seem like the majority was asians ( chinese, Japanese and so on). I didnt see indians.
When i was in Vancouver 1993, seem like the majority was asians ( chinese, Japanese and so on). I didnt see indians.
Identity Attack0.27682206
Insult0.034011267
Profanity0.025360947
Threat0.0078449575
Severe Toxicity0.004825592
Low Tox 0.17718399 Constructive 0.506 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over other cities its when it became a little too much and started to take over canadian culture. I had a friend visit from the u.s for the very first time, and we did some sight seeing, you know going to places around ontario that tourists would check out, went to niagra falls for the first time in maybe 10 years man it changed. It was 90% Indian people. She noticed it right away but didnt say anything, i said a lot of indians huh? and she said yeah didnt think canada was like this. When you think Canada its always been mulicultural, you just think of all ethnicities and people of different cultures but at the end of the day everyone was Canadian and they assimilated. Now you dont think of a multicultural country you think of an indian country thats changing the canadian culture and way of life and not in a good way. Identity is being taken away and it needs to stop. Canada needs to take notes from Poland before its too late. Poland closed their doors and guess what? economy went up, crime rate went down, people are happier. Canada opened the doors, crime rate shot up, economy crashing, more homelessness then ever and so on. Not saying its specifically Indian people, its the amount coming in and how they adopt canadian culture but instead bring their culture and trye changing the country to fit them rather then fitting in with an already established country and culture.
Identity Attack0.06567776
Insult0.07935401
Profanity0.026590679
Threat0.007353018
Severe Toxicity0.004005432
Low Tox 0.15987846 Constructive 0.758
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I didnt know that Canada is filled with poonjabs. Very interesting what the guy said about intelligence scores. I googled it and he was actually right. guy at 11:15 is very handsome
I didnt know that Canada is filled with poonjabs. Very interesting what the guy said about intelligence scores. I googled it and he was actually right. guy at 11:15 is very handsome
Identity Attack0.06476828
Insult0.06250052
Profanity0.02119352
Threat0.0065244893
Severe Toxicity0.0032234192
Low Tox 0.13561769 Constructive 0.571 Unverified_Claim
Feb 25, 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.