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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: "In India, there is no …" 2,270 comments · Page 28 of 91
They're breeding like flies!! In india the population is 1.5 billion indians and the wild tiger population is near extinct. The smell of B.O. is everywhere here now becsuse of them!
They're breeding like flies!! In india the population is 1.5 billion indians and the wild tiger population is near extinct. The smell of B.O. is everywhere here now becsuse of them!
Identity Attack0.40158966
Insult0.40243408
Profanity0.13344458
Threat0.012699619
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.503 Unverified_Claim
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian said it like home, white in India said it like hell,
Indian said it like home, white in India said it like hell,
Identity Attack0.44690517
Insult0.24928534
Profanity0.34099978
Threat0.030278467
Severe Toxicity0.023645958
Moderate 0.41445592 Low Con 0.265
Jan 27, 2026 Inside Canada's Indian Invasion...
as a canadian when i was a kid the only indian i ever seen was a guy named apu you know from the simpsons now they are everywhere....make it stop please we dont want indians …
as a canadian when i was a kid the only indian i ever seen was a guy named apu you know from the simpsons now they are everywhere....make it stop please we dont want indians here not being rasict just dont want my culture and country to be tunred into india 2.0.
Identity Attack0.5051609
Insult0.27558193
Profanity0.06495911
Threat0.010809537
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.576 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
In india rivers and lakes and seas are contaminated in the name of Hindu religion
In india rivers and lakes and seas are contaminated in the name of Hindu religion
Identity Attack0.48949075
Insult0.23237456
Profanity0.11663672
Threat0.0287245
Severe Toxicity0.023176458
Moderate 0.41445592 Low Con 0.208
Jan 27, 2026 Inside Canada's Indian Invasion...
Delete India
Delete India
Identity Attack0.4887047
Insult0.18480228
Profanity0.1352073
Threat0.34804323
Severe Toxicity0.08332442
Moderate 0.41445592 Moderate Con 0.366 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Delete India
Delete India
Identity Attack0.4887047
Insult0.18480228
Profanity0.1352073
Threat0.34804323
Severe Toxicity0.08332442
Moderate 0.41445592 Moderate Con 0.362 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much …
One thing i can and do respect about indians is that they will never be pushy with their religions. Sure you'll find some "bad apples" but rare. Then there are other countries, that are much more pushy with their religions. I have no respect for that. So there might be a lot of them, but they don't ruin it as per say. As long as they don't shit on the beach and use garbage cans and not sidewalks. I won't go to india an impose my belief or way of living. And i don't think they do that in canada either. But others do it. Sadly, by association of the religion, some will see them as the same people. Anyways we're in 2026, religions are stone age laws to scare people. Now we have actual laws that are based on being a decent person, not the winner or the best, or the only right way. No need for some boogeyman in the sky to scare you, 10 years in prison should be enough to make you behave like a decent human. Even 1 month is enough for me to not be some idiot. We had horses, now we have cars. We had gods, now we have laws. Simple evolution and progress. Well some countries didn't get that update apparently. And noooo, if i say one bad word about an ideology, not a race (yaaawn, human race, all the same) i will be hunted down. That should tell you everything about the situation. You don't like my ideas? Ok, you do you. I don't like your ideas? Throw me off a roof? I'm sorry what? Should all be banned worldwide. Believe what you want, don't impose your ignorance on others. Especially not with force or threats.
Identity Attack0.3817989
Insult0.36798462
Profanity0.4193644
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.654 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
People in india are dishonest and do lot of farud, i always think why they abuse system, i found that lack of resources and opportunites make them to do so. And the only reason is …
People in india are dishonest and do lot of farud, i always think why they abuse system, i found that lack of resources and opportunites make them to do so. And the only reason is Over population.
Identity Attack0.46028158
Insult0.38852
Profanity0.18294942
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.41168427 Constructive 0.532 Identity_Assertion
Sep 28, 2025 IRCC Names India in Study …
Good luck but you are bit late…..There is a big difference between Sikh and Khalistani ….Khalistanis are extrimist groups they live along with good Sikhs…. They both wear Turban…this khalistanis thwy Come to canada they …
Good luck but you are bit late…..There is a big difference between Sikh and Khalistani ….Khalistanis are extrimist groups they live along with good Sikhs…. They both wear Turban…this khalistanis thwy Come to canada they fake asylum seekers…recently khalistanis in Canada has attacked Hindu communities in canada and police has done nothing to stop protect them ….they have attacked Hindu Temples and police were just watching them…they also burned down Indian consulate in San Francisco two years back they constantly threatened Indian embassy Indian consulate ambassador….if you think they have just attacked Indian or Hindus they don’t attacked Canadian…but you might be living in delusion they can turn around on actual Canadian also if you think you are red neck they are 10 time more red neck than you …so you are late they are all over places in your Government , they have formed political parties too they are in yoyr country airport security,Government offices,Border security all over so Good luck…There are millions and millions good Sikhs In India who Loves India and serve India too with pride,…just search for Gurupatwant singh pannun he runs khalistanis extrimist movement from your country Canada and also from America
Identity Attack0.48915586
Insult0.37960073
Profanity0.085167445
Threat0.13815513
Severe Toxicity0.02373986
Moderate 0.41168427 Constructive 0.634
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro india hate mindset exposed
Bro india hate mindset exposed
Identity Attack0.4482637
Insult0.3388922
Profanity0.20375896
Threat0.036839653
Severe Toxicity0.02378681
Moderate 0.41168427 Low Con 0.245 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Who ever helped them also should be removed. Send them back to india
Who ever helped them also should be removed. Send them back to india
Identity Attack0.44690517
Insult0.25800487
Profanity0.12035047
Threat0.34804323
Severe Toxicity0.02453801
Moderate 0.41168427 Low Con 0.168
Oct 19, 2025 IRCC Names India in Study …
They want to make Canada look like India, but don't want to improve their own country? F that. I'd be pissed if my elders tried to force their customs and beliefs onto another in Canada …
They want to make Canada look like India, but don't want to improve their own country? F that. I'd be pissed if my elders tried to force their customs and beliefs onto another in Canada or America. Jewish are doing it too. They don't assimilate whileaking you pay for their welfare.
Identity Attack0.45348886
Insult0.34101152
Profanity0.29984993
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.41168427 Constructive 0.562 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
Theres a difference between Indians and Khalistanis Indians come to work in other countries, Khalistanis are considered terrorists in India
Theres a difference between Indians and Khalistanis Indians come to work in other countries, Khalistanis are considered terrorists in India
Identity Attack0.50125694
Insult0.3126888
Profanity0.16264248
Threat0.03373172
Severe Toxicity0.023270357
Moderate 0.41168427 Moderate Con 0.349 Identity Attack Identity_Assertion
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
they will destroy canada like they destroyed india
they will destroy canada like they destroyed india
Identity Attack0.40883094
Insult0.11464815
Profanity0.07047026
Threat0.43137276
Severe Toxicity0.023076924
Moderate 0.40891263 Low Con 0.255 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
As a Indian pls send those Indians back who say they love India,life in India was easy.I am sick of my country with no future I really want to leave India and settle in a …
As a Indian pls send those Indians back who say they love India,life in India was easy.I am sick of my country with no future I really want to leave India and settle in a place with white majority idc care about racism at this point.
Identity Attack0.46614665
Insult0.3126888
Profanity0.19401662
Threat0.035803676
Severe Toxicity0.023076924
Moderate 0.40891263 Moderate Con 0.483 Personal_Narrative
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
India toilet😂😂😂
India toilet😂😂😂
Identity Attack0.44690517
Insult0.42167732
Profanity0.26645362
Threat0.013269233
Severe Toxicity0.2281948
Moderate 0.40891263 Moderate Con 0.334 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada is REAPING fruits of Supporting TERRORISTS from INDIA, namely KHALISTANI in the name of Freedom of Speech. What was Canadeans were expecting? Something NICE out of such SUPPORT? 😂😂😂
Canada is REAPING fruits of Supporting TERRORISTS from INDIA, namely KHALISTANI in the name of Freedom of Speech. What was Canadeans were expecting? Something NICE out of such SUPPORT? 😂😂😂
Identity Attack0.44690517
Insult0.36193377
Profanity0.026044132
Threat0.011068452
Severe Toxicity0.023076924
Moderate 0.40891263 Low Con 0.2
Aug 25, 2025 Why Canadians Are Turning Against …
This is horrific! As an immigrant from India who has worked his b*tt off to make a better life for himself, this makes me feel so ashamed... I feel alienated because any time I try …
This is horrific! As an immigrant from India who has worked his b*tt off to make a better life for himself, this makes me feel so ashamed... I feel alienated because any time I try to say something of value, i get disowned by my own community. I wish everyone was as grateful for the opportunity this country has provided us as I am. And honestly, I have no empathy for anyone trying to cheat the system, no matter where they are from!
Identity Attack0.17769934
Insult0.30797598
Profanity0.4113413
Threat0.011068452
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.691 Personal_Narrative
Nov 13, 2025 IRCC Names India in Study …
10:49 They dont want to be Indian in India. outside India they are seen as Indians.. Punjab is the drug capital of India because of these guys and the power they have.. We don't identify …
10:49 They dont want to be Indian in India. outside India they are seen as Indians.. Punjab is the drug capital of India because of these guys and the power they have.. We don't identify with them at all..
Identity Attack0.45348886
Insult0.31740165
Profanity0.19032755
Threat0.05268431
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.603 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
honestly go back to india or else
honestly go back to india or else
Identity Attack0.41975367
Insult0.24493282
Profanity0.117874645
Threat0.03165977
Severe Toxicity0.023076924
Moderate 0.40614098 Low Con 0.25 Fear_Threat
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
14:52 come to india bruh, whole India(Hindutva politics) run because of hating on minorities like muslims, Dalits and Sikhs.
14:52 come to india bruh, whole India(Hindutva politics) run because of hating on minorities like muslims, Dalits and Sikhs.
Identity Attack0.46614665
Insult0.2469859
Profanity0.1696208
Threat0.085497424
Severe Toxicity0.023411209
Moderate 0.40336934 Moderate Con 0.386
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
i dont want to live in india thanks truedo what happen to moltyculturel
i dont want to live in india thanks truedo what happen to moltyculturel
Identity Attack0.48915586
Insult0.15911613
Profanity0.11292298
Threat0.058826666
Severe Toxicity0.02383376
Moderate 0.40336934 Moderate Con 0.323
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Rape is not part of India culture?
Rape is not part of India culture?
Identity Attack0.3817989
Insult0.110259406
Profanity0.28249276
Threat0.20178549
Severe Toxicity0.028730227
Moderate 0.40336934 Low Con 0.226
Jan 27, 2026 Inside Canada's Indian Invasion...
Excuse mua,Hi there I am an Indian living in India , how colonialism is going whitards. Howdy 🤠
Excuse mua,Hi there I am an Indian living in India , how colonialism is going whitards. Howdy 🤠
Identity Attack0.45348886
Insult0.35333878
Profanity0.33453682
Threat0.017328756
Severe Toxicity0.02420936
Moderate 0.40336934 Constructive 0.541 Humor_Satire
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
It is so unfair. I strived for about 10 years saving, learning English, investigating, studying something relevant. Achieved to arrive in Canada from Mexico in 2022. And now all these mor0n$ from India putting us …
It is so unfair. I strived for about 10 years saving, learning English, investigating, studying something relevant. Achieved to arrive in Canada from Mexico in 2022. And now all these mor0n$ from India putting us all in bad word as students. They don’t attend classes, they cheat, abuse AI, steal other’s school projects. Total waste of air. There’s no even room for PR anymore as they flooded the system. In a year I’m going back to Mexico, if I meet any shaky head there I’ll make sure to show my appreciation.
Identity Attack0.37953663
Insult0.4339631
Profanity0.2188925
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.40336934 Constructive 0.595
Oct 9, 2025 IRCC Names India in Study …

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.