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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: "Not in the U. S. …" 308 comments · Page 9 of 13
Is there 7 11 in Canada enter America u will be deported
Is there 7 11 in Canada enter America u will be deported
Identity Attack0.17381613
Insult0.061451588
Profanity0.021330157
Threat0.05171447
Severe Toxicity0.0077819824
Low Tox 0.25462922 Low Con 0.221 Humor_Satire
Mar 1, 2026 Inside Canada's Indian Invasion...
Tey also show u a ctr finger😂😂😂
Tey also show u a ctr finger😂😂😂
Identity Attack0.010433395
Insult0.0573046
Profanity0.16264248
Threat0.02803385
Severe Toxicity0.016060932
Low Tox 0.25462922 Low Con 0.221 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Punjab is very beautiful but this red. Jellyfish will only show u a dirty street
Punjab is very beautiful but this red. Jellyfish will only show u a dirty street
Identity Attack0.10221587
Insult0.13064787
Profanity0.10425757
Threat0.012078222
Severe Toxicity0.009651184
Low Tox 0.25462922 Moderate Con 0.316 Comparative_Framing
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
I’m from just by here n it’s bad, there not here to be your friendly neighbour. They want to take over and it has already happened. They have ruined there own country so what do …
I’m from just by here n it’s bad, there not here to be your friendly neighbour. They want to take over and it has already happened. They have ruined there own country so what do u think is going to happen to ours
Identity Attack0.23770751
Insult0.07460167
Profanity0.04642162
Threat0.016120117
Severe Toxicity0.0090789795
Low Tox 0.25462922 Constructive 0.531 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Skoro dajecie ludziom pieniądze za to , że nie pracują , to nie dziwcie się , że tylu u was nierobów
Skoro dajecie ludziom pieniądze za to , że nie pracują , to nie dziwcie się , że tylu u was nierobów
Identity Attack0.028418748
Insult0.26395
Profanity0.078378424
Threat0.006168481
Severe Toxicity0.0065231323
Low Tox 0.25462922 Low Con 0.129
Sep 12, 2025 How much do refugees and …
This guy didn't do his research, toronto/ontario has many neighbours that might look dominated by one ethnic group.. I think we have more Asian deep pockets here than just Brampton has indians. U get bad …
This guy didn't do his research, toronto/ontario has many neighbours that might look dominated by one ethnic group.. I think we have more Asian deep pockets here than just Brampton has indians. U get bad apples in every single group in all levels and stages of life. Crime is worse from the up down.. next doc should be on the government ped stuff!!
Identity Attack0.27914262
Insult0.107333586
Profanity0.023106437
Threat0.0089712385
Severe Toxicity0.0062942505
Low Tox 0.2540519 Constructive 0.663 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks 😂 i m indian.. i like u exposed indians
Thanks 😂 i m indian.. i like u exposed indians
Identity Attack0.2795294
Insult0.0806213
Profanity0.08840031
Threat0.04098356
Severe Toxicity0.015673593
Low Tox 0.2524482 Moderate Con 0.431 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
*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)
First thrull monopolise thrn give u crumbs u vsn eat for free saying its relegious charity
First thrull monopolise thrn give u crumbs u vsn eat for free saying its relegious charity
Identity Attack0.10221587
Insult0.10294484
Profanity0.082581155
Threat0.012026439
Severe Toxicity0.010375977
Low Tox 0.24763705 Low Con 0.173 Unverified_Claim
Dec 5, 2025 Inside Canada's Indian Metropolis (Brampton)
U come to Canada, live and change the Canada town to India that not right
U come to Canada, live and change the Canada town to India that not right
Identity Attack0.25140062
Insult0.076502606
Profanity0.019280603
Threat0.007365964
Severe Toxicity0.007286072
Low Tox 0.24763705 Low Con 0.266 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
people are wery friendly no racizem.... and u will make it. punjabis...
people are wery friendly no racizem.... and u will make it. punjabis...
Identity Attack0.2127345
Insult0.0720671
Profanity0.080318145
Threat0.014566151
Severe Toxicity0.012054443
Low Tox 0.23739935 Moderate Con 0.445 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians r the best immigrants. Their nice, hard working, their food is bomb, what more could u ask for.
Indians r the best immigrants. Their nice, hard working, their food is bomb, what more could u ask for.
Identity Attack0.24293575
Insult0.059061307
Profanity0.06946823
Threat0.013528148
Severe Toxicity0.0127685545
Low Tox 0.2359567 Constructive 0.536 Solidarity
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
You call people with passports and visas “invaders”. Did the nurse drop u when u were a baby?
You call people with passports and visas “invaders”. Did the nurse drop u when u were a baby?
Identity Attack0.025404079
Insult0.1342682
Profanity0.020920247
Threat0.011379151
Severe Toxicity0.005455017
Low Tox 0.23523538 Moderate Con 0.384 Humor_Satire
Feb 25, 2026 Inside Canada's Indian Invasion...
BRUH I LEGIT 20 MIN AWAY FIRM BRAMPFON AND I ALWASYS GO COULDNOF MET U NOOO
BRUH I LEGIT 20 MIN AWAY FIRM BRAMPFON AND I ALWASYS GO COULDNOF MET U NOOO
Identity Attack0.009693438
Insult0.070482984
Profanity0.12903778
Threat0.012181788
Severe Toxicity0.019611536
Low Tox 0.23271075 Moderate Con 0.34 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians live peacefully, Hard working people , Talented peoples, Try to assimilate as much as they can. if u have any problem then just get pakistanis , syrians, iraqi and afghani then you will understand …
Indians live peacefully, Hard working people , Talented peoples, Try to assimilate as much as they can. if u have any problem then just get pakistanis , syrians, iraqi and afghani then you will understand what actual immigration is .
Identity Attack0.26494437
Insult0.047935467
Profanity0.045670103
Threat0.013476364
Severe Toxicity0.010604858
Low Tox 0.22311419 Moderate Con 0.493 Identity_Assertion
Sep 21, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Without india their is no punjab 😮be proud to say india instead of punjab, with ur punjab pancard or aadhar card u can't travel
Without india their is no punjab 😮be proud to say india instead of punjab, with ur punjab pancard or aadhar card u can't travel
Identity Attack0.24293575
Insult0.16195811
Profanity0.07126612
Threat0.016120117
Severe Toxicity0.01896597
Low Tox 0.22311419 Moderate Con 0.381 Identity_Assertion
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
But say wat u want i think the Africans assimilate better tho...here in the UK most are Christian..my white sister is married to one and he's a doctor takes good care of them all
But say wat u want i think the Africans assimilate better tho...here in the UK most are Christian..my white sister is married to one and he's a doctor takes good care of them all
Identity Attack0.2772088
Insult0.04090862
Profanity0.07320584
Threat0.009722093
Severe Toxicity0.008506775
Low Tox 0.2043827 Constructive 0.74 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
u import india u become india. a country is still struggling on poverty line after 79 years independence. by the way the replacement is not only happening in Brampton but the whole Canada, like surrey …
u import india u become india. a country is still struggling on poverty line after 79 years independence. by the way the replacement is not only happening in Brampton but the whole Canada, like surrey abbortsford, nanaimo....
Identity Attack0.21470967
Insult0.06652143
Profanity0.015932998
Threat0.008181547
Severe Toxicity0.005874634
Low Tox 0.20219094 Moderate Con 0.478 Fear_Threat
Feb 13, 2026 4 likes Inside Canada's Indian Invasion...
Wanna live ...live...but don't bring ur religion everywhere u go
Wanna live ...live...but don't bring ur religion everywhere u go
Identity Attack0.18546575
Insult0.03522326
Profanity0.026317406
Threat0.00933372
Severe Toxicity0.0062179565
Low Tox 0.20219094 Moderate Con 0.316 Identity_Assertion
Feb 11, 2026 Inside Canada's Indian Invasion...
You guys open your country for everyone and now u complaining about it smh
You guys open your country for everyone and now u complaining about it smh
Identity Attack0.059311368
Insult0.06424874
Profanity0.06395709
Threat0.0072753434
Severe Toxicity0.0049972534
Low Tox 0.20056234 Moderate Con 0.315 Moral_Argument
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
U don't talk about terr orists religion and indian are peaceful
U don't talk about terr orists religion and indian are peaceful
Identity Attack0.14875233
Insult0.045593183
Profanity0.04667213
Threat0.010265815
Severe Toxicity0.0063705444
Low Tox 0.1991664 Moderate Con 0.32 Unverified_Claim
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
So now u will criticize India for canada giving shelter to khalstan which India itself warned canadian government about? How is this India's fault? Khalstan is separtist group & they don't even consider themselves Indian.
So now u will criticize India for canada giving shelter to khalstan which India itself warned canadian government about? How is this India's fault? Khalstan is separtist group & they don't even consider themselves Indian.
Identity Attack0.22631748
Insult0.06267534
Profanity0.01490822
Threat0.0077025536
Severe Toxicity0.0037002563
Low Tox 0.19219314 Moderate Con 0.329 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
dont step foot anywhere in canada again youll get packled up we see u
dont step foot anywhere in canada again youll get packled up we see u
Identity Attack0.04641757
Insult0.045593183
Profanity0.01941724
Threat0.1338057
Severe Toxicity0.0076293945
Low Tox 0.18269104 Low Con 0.263 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
So I reside in Ontario, I live in a city they call the armpit of Ontario. And everytime I come to this restaurant (I dont want to say what restaurant but if u ask id …
So I reside in Ontario, I live in a city they call the armpit of Ontario. And everytime I come to this restaurant (I dont want to say what restaurant but if u ask id tell you) - I would see a lot of them coming in by groups and they wear clothes like they still live back to whatever country they are from and would sit on their chairs cross legged as other people eat their food. Every hour theres dozens of them coming and I came to think are these people even legally here. It is just crazy to me as a legal immigrant where me and my family waited for 8 years for the application process, spent hundreds of thousands of money meanwhile I see people that arent from here and not even try to assimilate to Canadian culture. It is just infuriating.
Identity Attack0.055673428
Insult0.09124154
Profanity0.05168226
Threat0.00866054
Severe Toxicity0.004634857
Low Tox 0.18269104 Constructive 0.652
Oct 1, 2025 IRCC Names India in Study …
What a video to spread hate. As a canadian I can tell u they work hard and are kind.
What a video to spread hate. As a canadian I can tell u they work hard and are kind.
Identity Attack0.031206898
Insult0.06267534
Profanity0.020646973
Threat0.008065036
Severe Toxicity0.0038719177
Low Tox 0.18174082 Constructive 0.581 Solidarity
Jan 29, 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.